Frequencies for first 10,000 rows of n00700 variable in zipcode2013 dataset : Number of | returns | with state | and local | income tax | refunds | 1040:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 3,223 32.23 32.23 20 | 409 4.09 36.32 30 | 755 7.55 43.87 40 | 577 5.77 49.64 50 | 434 4.34 53.98 60 | 335 3.35 57.33 70 | 295 2.95 60.28 80 | 255 2.55 62.83 90 | 219 2.19 65.02 100 | 181 1.81 66.83 110 | 164 1.64 68.47 120 | 136 1.36 69.83 130 | 116 1.16 70.99 140 | 126 1.26 72.25 150 | 121 1.21 73.46 160 | 97 0.97 74.43 170 | 76 0.76 75.19 180 | 100 1.00 76.19 190 | 76 0.76 76.95 200 | 79 0.79 77.74 210 | 67 0.67 78.41 220 | 70 0.70 79.11 230 | 55 0.55 79.66 240 | 62 0.62 80.28 250 | 64 0.64 80.92 260 | 55 0.55 81.47 270 | 48 0.48 81.95 280 | 38 0.38 82.33 290 | 54 0.54 82.87 300 | 50 0.50 83.37 310 | 50 0.50 83.87 320 | 36 0.36 84.23 330 | 39 0.39 84.62 340 | 45 0.45 85.07 350 | 38 0.38 85.45 360 | 44 0.44 85.89 370 | 39 0.39 86.28 380 | 39 0.39 86.67 390 | 31 0.31 86.98 400 | 32 0.32 87.30 410 | 34 0.34 87.64 420 | 32 0.32 87.96 430 | 25 0.25 88.21 440 | 28 0.28 88.49 450 | 28 0.28 88.77 460 | 25 0.25 89.02 470 | 30 0.30 89.32 480 | 17 0.17 89.49 490 | 22 0.22 89.71 500 | 25 0.25 89.96 510 | 21 0.21 90.17 520 | 22 0.22 90.39 530 | 22 0.22 90.61 540 | 15 0.15 90.76 550 | 26 0.26 91.02 560 | 10 0.10 91.12 570 | 13 0.13 91.25 580 | 17 0.17 91.42 590 | 11 0.11 91.53 600 | 18 0.18 91.71 610 | 13 0.13 91.84 620 | 10 0.10 91.94 630 | 19 0.19 92.13 640 | 14 0.14 92.27 650 | 10 0.10 92.37 660 | 15 0.15 92.52 670 | 7 0.07 92.59 680 | 10 0.10 92.69 690 | 11 0.11 92.80 700 | 10 0.10 92.90 710 | 10 0.10 93.00 720 | 15 0.15 93.15 730 | 8 0.08 93.23 740 | 13 0.13 93.36 750 | 11 0.11 93.47 760 | 11 0.11 93.58 770 | 10 0.10 93.68 780 | 11 0.11 93.79 790 | 8 0.08 93.87 800 | 6 0.06 93.93 810 | 10 0.10 94.03 820 | 6 0.06 94.09 830 | 8 0.08 94.17 840 | 6 0.06 94.23 850 | 8 0.08 94.31 860 | 9 0.09 94.40 870 | 9 0.09 94.49 880 | 9 0.09 94.58 890 | 5 0.05 94.63 900 | 6 0.06 94.69 910 | 6 0.06 94.75 920 | 6 0.06 94.81 930 | 5 0.05 94.86 940 | 5 0.05 94.91 950 | 5 0.05 94.96 960 | 4 0.04 95.00 970 | 8 0.08 95.08 980 | 2 0.02 95.10 990 | 7 0.07 95.17 1000 | 4 0.04 95.21 1010 | 9 0.09 95.30 1020 | 4 0.04 95.34 1030 | 3 0.03 95.37 1040 | 3 0.03 95.40 1050 | 3 0.03 95.43 1060 | 4 0.04 95.47 1070 | 3 0.03 95.50 1080 | 4 0.04 95.54 1090 | 6 0.06 95.60 1100 | 3 0.03 95.63 1110 | 6 0.06 95.69 1120 | 1 0.01 95.70 1130 | 8 0.08 95.78 1150 | 3 0.03 95.81 1160 | 4 0.04 95.85 1170 | 2 0.02 95.87 1180 | 2 0.02 95.89 1190 | 4 0.04 95.93 1200 | 1 0.01 95.94 1210 | 1 0.01 95.95 1220 | 2 0.02 95.97 1230 | 3 0.03 96.00 1240 | 2 0.02 96.02 1250 | 2 0.02 96.04 1260 | 2 0.02 96.06 1270 | 1 0.01 96.07 1290 | 1 0.01 96.08 1310 | 3 0.03 96.11 1360 | 3 0.03 96.14 1370 | 2 0.02 96.16 1390 | 1 0.01 96.17 1400 | 1 0.01 96.18 1410 | 1 0.01 96.19 1420 | 2 0.02 96.21 1440 | 3 0.03 96.24 1460 | 2 0.02 96.26 1470 | 2 0.02 96.28 1480 | 5 0.05 96.33 1490 | 2 0.02 96.35 1510 | 1 0.01 96.36 1530 | 2 0.02 96.38 1550 | 1 0.01 96.39 1560 | 2 0.02 96.41 1570 | 2 0.02 96.43 1580 | 2 0.02 96.45 1590 | 1 0.01 96.46 1600 | 2 0.02 96.48 1610 | 1 0.01 96.49 1630 | 1 0.01 96.50 1680 | 2 0.02 96.52 1690 | 1 0.01 96.53 1700 | 2 0.02 96.55 1710 | 1 0.01 96.56 1720 | 1 0.01 96.57 1730 | 1 0.01 96.58 1760 | 1 0.01 96.59 1820 | 1 0.01 96.60 1850 | 1 0.01 96.61 1860 | 1 0.01 96.62 1870 | 2 0.02 96.64 1900 | 3 0.03 96.67 1910 | 1 0.01 96.68 1920 | 1 0.01 96.69 1940 | 1 0.01 96.70 1980 | 1 0.01 96.71 2010 | 1 0.01 96.72 2030 | 1 0.01 96.73 2080 | 2 0.02 96.75 2100 | 1 0.01 96.76 2140 | 1 0.01 96.77 2220 | 1 0.01 96.78 2230 | 2 0.02 96.80 2270 | 1 0.01 96.81 2280 | 1 0.01 96.82 2320 | 1 0.01 96.83 2550 | 1 0.01 96.84 2560 | 1 0.01 96.85 2750 | 1 0.01 96.86 2940 | 1 0.01 96.87 3060 | 1 0.01 96.88 3070 | 1 0.01 96.89 3260 | 1 0.01 96.90 3280 | 1 0.01 96.91 3510 | 1 0.01 96.92 3660 | 1 0.01 96.93 3740 | 1 0.01 96.94 3980 | 1 0.01 96.95 4010 | 1 0.01 96.96 4100 | 1 0.01 96.97 4110 | 1 0.01 96.98 4190 | 1 0.01 96.99 4300 | 1 0.01 97.00 4320 | 1 0.01 97.01 4640 | 1 0.01 97.02 4700 | 1 0.01 97.03 4850 | 1 0.01 97.04 4980 | 1 0.01 97.05 4990 | 1 0.01 97.06 5050 | 1 0.01 97.07 5120 | 1 0.01 97.08 5140 | 2 0.02 97.10 5200 | 1 0.01 97.11 5350 | 1 0.01 97.12 5640 | 1 0.01 97.13 5690 | 1 0.01 97.14 5710 | 1 0.01 97.15 5820 | 1 0.01 97.16 6110 | 1 0.01 97.17 6280 | 1 0.01 97.18 6620 | 1 0.01 97.19 7200 | 1 0.01 97.20 7250 | 1 0.01 97.21 7290 | 1 0.01 97.22 7360 | 1 0.01 97.23 7390 | 1 0.01 97.24 7660 | 1 0.01 97.25 7700 | 1 0.01 97.26 7820 | 1 0.01 97.27 7950 | 1 0.01 97.28 8130 | 1 0.01 97.29 8570 | 1 0.01 97.30 8790 | 1 0.01 97.31 9050 | 1 0.01 97.32 9260 | 1 0.01 97.33 9660 | 1 0.01 97.34 9680 | 1 0.01 97.35 9780 | 1 0.01 97.36 9830 | 1 0.01 97.37 10010 | 1 0.01 97.38 10080 | 1 0.01 97.39 10120 | 1 0.01 97.40 10190 | 1 0.01 97.41 10390 | 1 0.01 97.42 10530 | 1 0.01 97.43 11370 | 1 0.01 97.44 11420 | 1 0.01 97.45 11540 | 1 0.01 97.46 11780 | 1 0.01 97.47 11970 | 1 0.01 97.48 12150 | 1 0.01 97.49 12190 | 1 0.01 97.50 12380 | 1 0.01 97.51 12560 | 1 0.01 97.52 12880 | 1 0.01 97.53 13510 | 1 0.01 97.54 13600 | 1 0.01 97.55 14010 | 1 0.01 97.56 14690 | 1 0.01 97.57 14900 | 1 0.01 97.58 15550 | 1 0.01 97.59 15630 | 1 0.01 97.60 15650 | 1 0.01 97.61 15670 | 1 0.01 97.62 15930 | 1 0.01 97.63 16430 | 1 0.01 97.64 16800 | 1 0.01 97.65 16860 | 1 0.01 97.66 17350 | 1 0.01 97.67 17370 | 1 0.01 97.68 17520 | 1 0.01 97.69 17610 | 1 0.01 97.70 17760 | 1 0.01 97.71 17840 | 1 0.01 97.72 17980 | 1 0.01 97.73 18080 | 2 0.02 97.75 18350 | 1 0.01 97.76 18380 | 1 0.01 97.77 18810 | 1 0.01 97.78 18860 | 1 0.01 97.79 18980 | 1 0.01 97.80 19000 | 1 0.01 97.81 19180 | 1 0.01 97.82 19520 | 1 0.01 97.83 20010 | 1 0.01 97.84 20190 | 1 0.01 97.85 20240 | 1 0.01 97.86 20250 | 1 0.01 97.87 21270 | 1 0.01 97.88 21700 | 1 0.01 97.89 22170 | 1 0.01 97.90 22580 | 1 0.01 97.91 22620 | 1 0.01 97.92 22850 | 1 0.01 97.93 23620 | 1 0.01 97.94 23910 | 1 0.01 97.95 23990 | 2 0.02 97.97 24150 | 1 0.01 97.98 24360 | 1 0.01 97.99 24380 | 1 0.01 98.00 24390 | 1 0.01 98.01 24440 | 1 0.01 98.02 24760 | 1 0.01 98.03 24960 | 1 0.01 98.04 25250 | 1 0.01 98.05 25550 | 1 0.01 98.06 25720 | 1 0.01 98.07 26380 | 1 0.01 98.08 27040 | 1 0.01 98.09 27610 | 1 0.01 98.10 28510 | 1 0.01 98.11 28860 | 2 0.02 98.13 29230 | 1 0.01 98.14 29640 | 2 0.02 98.16 29690 | 1 0.01 98.17 30110 | 1 0.01 98.18 30440 | 1 0.01 98.19 30990 | 1 0.01 98.20 31100 | 1 0.01 98.21 31490 | 1 0.01 98.22 31950 | 1 0.01 98.23 33010 | 1 0.01 98.24 33280 | 1 0.01 98.25 33660 | 1 0.01 98.26 34010 | 1 0.01 98.27 35080 | 1 0.01 98.28 35310 | 1 0.01 98.29 35450 | 1 0.01 98.30 35800 | 1 0.01 98.31 37020 | 1 0.01 98.32 37530 | 1 0.01 98.33 37700 | 1 0.01 98.34 38440 | 1 0.01 98.35 39470 | 1 0.01 98.36 39700 | 1 0.01 98.37 39860 | 1 0.01 98.38 40490 | 1 0.01 98.39 40690 | 1 0.01 98.40 40960 | 1 0.01 98.41 41230 | 1 0.01 98.42 41370 | 1 0.01 98.43 42560 | 1 0.01 98.44 43080 | 1 0.01 98.45 43630 | 1 0.01 98.46 44400 | 1 0.01 98.47 44760 | 1 0.01 98.48 45130 | 1 0.01 98.49 47350 | 1 0.01 98.50 48940 | 1 0.01 98.51 48950 | 1 0.01 98.52 52400 | 1 0.01 98.53 52860 | 1 0.01 98.54 52950 | 1 0.01 98.55 53220 | 1 0.01 98.56 54040 | 1 0.01 98.57 55690 | 1 0.01 98.58 57850 | 1 0.01 98.59 58370 | 1 0.01 98.60 58760 | 1 0.01 98.61 58830 | 1 0.01 98.62 58880 | 1 0.01 98.63 59630 | 1 0.01 98.64 59920 | 1 0.01 98.65 62060 | 1 0.01 98.66 62670 | 1 0.01 98.67 64020 | 1 0.01 98.68 65440 | 1 0.01 98.69 66810 | 1 0.01 98.70 67850 | 1 0.01 98.71 67960 | 1 0.01 98.72 68300 | 1 0.01 98.73 68460 | 1 0.01 98.74 68480 | 1 0.01 98.75 69030 | 1 0.01 98.76 69200 | 1 0.01 98.77 69260 | 1 0.01 98.78 69730 | 1 0.01 98.79 74600 | 1 0.01 98.80 75480 | 1 0.01 98.81 76360 | 1 0.01 98.82 76400 | 1 0.01 98.83 78660 | 1 0.01 98.84 80810 | 1 0.01 98.85 81810 | 1 0.01 98.86 82980 | 1 0.01 98.87 83680 | 1 0.01 98.88 84500 | 1 0.01 98.89 85460 | 1 0.01 98.90 85600 | 1 0.01 98.91 85790 | 1 0.01 98.92 88910 | 1 0.01 98.93 89960 | 1 0.01 98.94 90720 | 1 0.01 98.95 91960 | 1 0.01 98.96 92670 | 1 0.01 98.97 93090 | 1 0.01 98.98 93250 | 1 0.01 98.99 94920 | 1 0.01 99.00 101390 | 1 0.01 99.01 102430 | 1 0.01 99.02 103740 | 1 0.01 99.03 104470 | 1 0.01 99.04 105570 | 1 0.01 99.05 106370 | 1 0.01 99.06 107050 | 1 0.01 99.07 107850 | 1 0.01 99.08 109840 | 1 0.01 99.09 111340 | 1 0.01 99.10 111570 | 1 0.01 99.11 113280 | 1 0.01 99.12 114590 | 1 0.01 99.13 118910 | 1 0.01 99.14 123420 | 1 0.01 99.15 124170 | 1 0.01 99.16 126340 | 1 0.01 99.17 127430 | 1 0.01 99.18 130550 | 1 0.01 99.19 138930 | 1 0.01 99.20 139360 | 1 0.01 99.21 143140 | 1 0.01 99.22 144080 | 1 0.01 99.23 144090 | 1 0.01 99.24 144300 | 1 0.01 99.25 145750 | 1 0.01 99.26 146480 | 1 0.01 99.27 155440 | 1 0.01 99.28 155970 | 1 0.01 99.29 157520 | 1 0.01 99.30 157900 | 1 0.01 99.31 163740 | 1 0.01 99.32 164980 | 1 0.01 99.33 166730 | 1 0.01 99.34 168940 | 1 0.01 99.35 169450 | 1 0.01 99.36 169920 | 1 0.01 99.37 171360 | 1 0.01 99.38 171850 | 1 0.01 99.39 172200 | 1 0.01 99.40 173120 | 1 0.01 99.41 185080 | 1 0.01 99.42 194680 | 1 0.01 99.43 194910 | 1 0.01 99.44 205190 | 1 0.01 99.45 207050 | 1 0.01 99.46 215850 | 1 0.01 99.47 219370 | 1 0.01 99.48 222590 | 1 0.01 99.49 234980 | 1 0.01 99.50 250100 | 1 0.01 99.51 257590 | 1 0.01 99.52 265990 | 1 0.01 99.53 271530 | 1 0.01 99.54 279170 | 1 0.01 99.55 297340 | 1 0.01 99.56 319280 | 1 0.01 99.57 321900 | 1 0.01 99.58 335720 | 1 0.01 99.59 338470 | 1 0.01 99.60 348710 | 1 0.01 99.61 391980 | 1 0.01 99.62 419880 | 1 0.01 99.63 567760 | 1 0.01 99.64 597300 | 1 0.01 99.65 603950 | 1 0.01 99.66 1126560 | 1 0.01 99.67 . | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017