Frequencies for first 10,000 rows of n18300 variable in zipcode2012 dataset : Number of | returns | with taxes | paid | Schedule | A:9 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,610 16.10 16.10 20 | 364 3.64 19.74 30 | 720 7.20 26.94 40 | 597 5.97 32.91 50 | 447 4.47 37.38 60 | 378 3.78 41.16 70 | 268 2.68 43.84 80 | 219 2.19 46.03 90 | 246 2.46 48.49 100 | 218 2.18 50.67 110 | 193 1.93 52.60 120 | 174 1.74 54.34 130 | 160 1.60 55.94 140 | 151 1.51 57.45 150 | 149 1.49 58.94 160 | 122 1.22 60.16 170 | 107 1.07 61.23 180 | 116 1.16 62.39 190 | 107 1.07 63.46 200 | 86 0.86 64.32 210 | 96 0.96 65.28 220 | 77 0.77 66.05 230 | 77 0.77 66.82 240 | 88 0.88 67.70 250 | 78 0.78 68.48 260 | 90 0.90 69.38 270 | 76 0.76 70.14 280 | 65 0.65 70.79 290 | 79 0.79 71.58 300 | 74 0.74 72.32 310 | 67 0.67 72.99 320 | 40 0.40 73.39 330 | 64 0.64 74.03 340 | 52 0.52 74.55 350 | 49 0.49 75.04 360 | 53 0.53 75.57 370 | 55 0.55 76.12 380 | 51 0.51 76.63 390 | 35 0.35 76.98 400 | 35 0.35 77.33 410 | 47 0.47 77.80 420 | 44 0.44 78.24 430 | 43 0.43 78.67 440 | 41 0.41 79.08 450 | 46 0.46 79.54 460 | 38 0.38 79.92 470 | 38 0.38 80.30 480 | 38 0.38 80.68 490 | 33 0.33 81.01 500 | 25 0.25 81.26 510 | 50 0.50 81.76 520 | 34 0.34 82.10 530 | 24 0.24 82.34 540 | 23 0.23 82.57 550 | 27 0.27 82.84 560 | 34 0.34 83.18 570 | 32 0.32 83.50 580 | 31 0.31 83.81 590 | 39 0.39 84.20 600 | 30 0.30 84.50 610 | 30 0.30 84.80 620 | 35 0.35 85.15 630 | 36 0.36 85.51 640 | 33 0.33 85.84 650 | 25 0.25 86.09 660 | 22 0.22 86.31 670 | 35 0.35 86.66 680 | 24 0.24 86.90 690 | 23 0.23 87.13 700 | 16 0.16 87.29 710 | 17 0.17 87.46 720 | 12 0.12 87.58 730 | 20 0.20 87.78 740 | 19 0.19 87.97 750 | 22 0.22 88.19 760 | 21 0.21 88.40 770 | 14 0.14 88.54 780 | 12 0.12 88.66 790 | 10 0.10 88.76 800 | 18 0.18 88.94 810 | 13 0.13 89.07 820 | 14 0.14 89.21 830 | 16 0.16 89.37 840 | 11 0.11 89.48 850 | 13 0.13 89.61 860 | 16 0.16 89.77 870 | 15 0.15 89.92 880 | 13 0.13 90.05 890 | 14 0.14 90.19 900 | 15 0.15 90.34 910 | 11 0.11 90.45 920 | 18 0.18 90.63 930 | 12 0.12 90.75 940 | 15 0.15 90.90 950 | 13 0.13 91.03 960 | 10 0.10 91.13 970 | 13 0.13 91.26 980 | 6 0.06 91.32 990 | 7 0.07 91.39 1000 | 8 0.08 91.47 1010 | 12 0.12 91.59 1020 | 8 0.08 91.67 1030 | 8 0.08 91.75 1040 | 7 0.07 91.82 1050 | 9 0.09 91.91 1060 | 11 0.11 92.02 1070 | 6 0.06 92.08 1080 | 2 0.02 92.10 1090 | 15 0.15 92.25 1100 | 9 0.09 92.34 1110 | 9 0.09 92.43 1120 | 10 0.10 92.53 1130 | 9 0.09 92.62 1140 | 13 0.13 92.75 1150 | 9 0.09 92.84 1160 | 7 0.07 92.91 1170 | 7 0.07 92.98 1180 | 6 0.06 93.04 1190 | 3 0.03 93.07 1200 | 13 0.13 93.20 1210 | 6 0.06 93.26 1220 | 5 0.05 93.31 1230 | 5 0.05 93.36 1240 | 2 0.02 93.38 1250 | 5 0.05 93.43 1260 | 4 0.04 93.47 1270 | 10 0.10 93.57 1280 | 9 0.09 93.66 1290 | 6 0.06 93.72 1300 | 7 0.07 93.79 1310 | 5 0.05 93.84 1320 | 4 0.04 93.88 1330 | 3 0.03 93.91 1340 | 5 0.05 93.96 1350 | 7 0.07 94.03 1360 | 11 0.11 94.14 1370 | 5 0.05 94.19 1380 | 3 0.03 94.22 1400 | 6 0.06 94.28 1410 | 4 0.04 94.32 1420 | 2 0.02 94.34 1430 | 7 0.07 94.41 1440 | 5 0.05 94.46 1450 | 4 0.04 94.50 1460 | 6 0.06 94.56 1470 | 5 0.05 94.61 1480 | 4 0.04 94.65 1490 | 4 0.04 94.69 1500 | 1 0.01 94.70 1510 | 7 0.07 94.77 1520 | 7 0.07 94.84 1530 | 3 0.03 94.87 1540 | 4 0.04 94.91 1550 | 3 0.03 94.94 1560 | 2 0.02 94.96 1580 | 3 0.03 94.99 1590 | 2 0.02 95.01 1600 | 1 0.01 95.02 1610 | 5 0.05 95.07 1620 | 1 0.01 95.08 1630 | 6 0.06 95.14 1640 | 2 0.02 95.16 1650 | 5 0.05 95.21 1670 | 5 0.05 95.26 1680 | 4 0.04 95.30 1690 | 5 0.05 95.35 1700 | 2 0.02 95.37 1720 | 3 0.03 95.40 1730 | 1 0.01 95.41 1740 | 1 0.01 95.42 1750 | 1 0.01 95.43 1760 | 3 0.03 95.46 1770 | 5 0.05 95.51 1780 | 4 0.04 95.55 1790 | 3 0.03 95.58 1800 | 1 0.01 95.59 1810 | 1 0.01 95.60 1820 | 1 0.01 95.61 1830 | 3 0.03 95.64 1840 | 1 0.01 95.65 1850 | 1 0.01 95.66 1860 | 1 0.01 95.67 1870 | 3 0.03 95.70 1880 | 3 0.03 95.73 1890 | 4 0.04 95.77 1900 | 1 0.01 95.78 1910 | 1 0.01 95.79 1920 | 5 0.05 95.84 1940 | 1 0.01 95.85 1950 | 4 0.04 95.89 1960 | 2 0.02 95.91 1970 | 7 0.07 95.98 1980 | 1 0.01 95.99 1990 | 1 0.01 96.00 2010 | 1 0.01 96.01 2020 | 1 0.01 96.02 2030 | 3 0.03 96.05 2050 | 1 0.01 96.06 2070 | 2 0.02 96.08 2080 | 1 0.01 96.09 2100 | 2 0.02 96.11 2110 | 2 0.02 96.13 2130 | 2 0.02 96.15 2140 | 1 0.01 96.16 2150 | 2 0.02 96.18 2160 | 3 0.03 96.21 2170 | 1 0.01 96.22 2180 | 4 0.04 96.26 2190 | 2 0.02 96.28 2220 | 1 0.01 96.29 2230 | 2 0.02 96.31 2250 | 1 0.01 96.32 2260 | 2 0.02 96.34 2270 | 2 0.02 96.36 2290 | 1 0.01 96.37 2310 | 2 0.02 96.39 2330 | 2 0.02 96.41 2340 | 1 0.01 96.42 2350 | 1 0.01 96.43 2360 | 1 0.01 96.44 2390 | 1 0.01 96.45 2410 | 1 0.01 96.46 2420 | 2 0.02 96.48 2430 | 1 0.01 96.49 2470 | 1 0.01 96.50 2490 | 3 0.03 96.53 2500 | 1 0.01 96.54 2540 | 1 0.01 96.55 2550 | 1 0.01 96.56 2570 | 1 0.01 96.57 2590 | 2 0.02 96.59 2660 | 2 0.02 96.61 2670 | 1 0.01 96.62 2690 | 1 0.01 96.63 2740 | 2 0.02 96.65 2750 | 2 0.02 96.67 2780 | 2 0.02 96.69 2790 | 2 0.02 96.71 2840 | 1 0.01 96.72 2850 | 1 0.01 96.73 2900 | 2 0.02 96.75 2930 | 1 0.01 96.76 2970 | 1 0.01 96.77 3030 | 1 0.01 96.78 3100 | 1 0.01 96.79 3130 | 1 0.01 96.80 3150 | 1 0.01 96.81 3210 | 1 0.01 96.82 3220 | 1 0.01 96.83 3230 | 1 0.01 96.84 3250 | 1 0.01 96.85 3270 | 1 0.01 96.86 3280 | 1 0.01 96.87 3320 | 1 0.01 96.88 3420 | 1 0.01 96.89 3520 | 1 0.01 96.90 3720 | 1 0.01 96.91 3770 | 1 0.01 96.92 3880 | 1 0.01 96.93 3990 | 1 0.01 96.94 4390 | 1 0.01 96.95 4660 | 1 0.01 96.96 4690 | 1 0.01 96.97 6100 | 1 0.01 96.98 6320 | 1 0.01 96.99 7010 | 1 0.01 97.00 7380 | 1 0.01 97.01 7700 | 1 0.01 97.02 8550 | 1 0.01 97.03 8630 | 1 0.01 97.04 9350 | 1 0.01 97.05 9820 | 1 0.01 97.06 10040 | 1 0.01 97.07 10130 | 1 0.01 97.08 10140 | 1 0.01 97.09 10310 | 1 0.01 97.10 10360 | 1 0.01 97.11 10840 | 1 0.01 97.12 11290 | 1 0.01 97.13 11730 | 1 0.01 97.14 12210 | 1 0.01 97.15 12320 | 1 0.01 97.16 12450 | 1 0.01 97.17 12990 | 1 0.01 97.18 13280 | 1 0.01 97.19 13290 | 1 0.01 97.20 13860 | 1 0.01 97.21 14450 | 1 0.01 97.22 14530 | 1 0.01 97.23 14640 | 1 0.01 97.24 14910 | 1 0.01 97.25 15290 | 1 0.01 97.26 15310 | 1 0.01 97.27 15560 | 1 0.01 97.28 15890 | 1 0.01 97.29 16160 | 1 0.01 97.30 16300 | 1 0.01 97.31 16410 | 1 0.01 97.32 17240 | 1 0.01 97.33 17940 | 1 0.01 97.34 18380 | 1 0.01 97.35 18590 | 1 0.01 97.36 18830 | 1 0.01 97.37 18900 | 1 0.01 97.38 20030 | 1 0.01 97.39 20390 | 1 0.01 97.40 20440 | 1 0.01 97.41 20500 | 1 0.01 97.42 20900 | 1 0.01 97.43 20960 | 1 0.01 97.44 21160 | 1 0.01 97.45 21340 | 1 0.01 97.46 21930 | 1 0.01 97.47 21950 | 1 0.01 97.48 23270 | 1 0.01 97.49 24070 | 1 0.01 97.50 24570 | 1 0.01 97.51 25270 | 1 0.01 97.52 25350 | 1 0.01 97.53 25760 | 1 0.01 97.54 26390 | 1 0.01 97.55 26540 | 1 0.01 97.56 26550 | 1 0.01 97.57 27940 | 1 0.01 97.58 28390 | 2 0.02 97.60 29270 | 1 0.01 97.61 29670 | 1 0.01 97.62 29790 | 1 0.01 97.63 29910 | 1 0.01 97.64 30120 | 1 0.01 97.65 30490 | 1 0.01 97.66 31010 | 1 0.01 97.67 33160 | 1 0.01 97.68 33280 | 1 0.01 97.69 33300 | 1 0.01 97.70 33440 | 1 0.01 97.71 33790 | 1 0.01 97.72 34700 | 1 0.01 97.73 35200 | 1 0.01 97.74 35890 | 1 0.01 97.75 35940 | 1 0.01 97.76 36100 | 1 0.01 97.77 36110 | 1 0.01 97.78 36210 | 1 0.01 97.79 36280 | 1 0.01 97.80 36580 | 1 0.01 97.81 36620 | 1 0.01 97.82 37250 | 1 0.01 97.83 37590 | 1 0.01 97.84 38760 | 1 0.01 97.85 39660 | 1 0.01 97.86 39720 | 1 0.01 97.87 40450 | 1 0.01 97.88 41140 | 1 0.01 97.89 41690 | 1 0.01 97.90 41700 | 1 0.01 97.91 42670 | 1 0.01 97.92 42730 | 1 0.01 97.93 43060 | 1 0.01 97.94 43580 | 1 0.01 97.95 43810 | 1 0.01 97.96 44500 | 1 0.01 97.97 44780 | 1 0.01 97.98 45120 | 1 0.01 97.99 45830 | 1 0.01 98.00 46830 | 1 0.01 98.01 46910 | 1 0.01 98.02 47660 | 1 0.01 98.03 48500 | 1 0.01 98.04 49120 | 1 0.01 98.05 49970 | 1 0.01 98.06 50290 | 1 0.01 98.07 50720 | 1 0.01 98.08 52480 | 1 0.01 98.09 52630 | 1 0.01 98.10 53260 | 1 0.01 98.11 53370 | 1 0.01 98.12 56370 | 1 0.01 98.13 56900 | 1 0.01 98.14 57080 | 1 0.01 98.15 57670 | 1 0.01 98.16 59260 | 1 0.01 98.17 60070 | 1 0.01 98.18 61150 | 1 0.01 98.19 61760 | 2 0.02 98.21 63120 | 1 0.01 98.22 63250 | 1 0.01 98.23 64090 | 1 0.01 98.24 64820 | 1 0.01 98.25 65220 | 1 0.01 98.26 65670 | 1 0.01 98.27 67090 | 1 0.01 98.28 67130 | 1 0.01 98.29 68870 | 1 0.01 98.30 69230 | 1 0.01 98.31 69360 | 1 0.01 98.32 71040 | 1 0.01 98.33 71070 | 1 0.01 98.34 71080 | 1 0.01 98.35 71170 | 1 0.01 98.36 72700 | 1 0.01 98.37 73500 | 1 0.01 98.38 74680 | 1 0.01 98.39 75510 | 1 0.01 98.40 76040 | 1 0.01 98.41 76990 | 1 0.01 98.42 78480 | 1 0.01 98.43 78550 | 1 0.01 98.44 79160 | 1 0.01 98.45 79350 | 1 0.01 98.46 79380 | 1 0.01 98.47 79740 | 1 0.01 98.48 79780 | 1 0.01 98.49 85590 | 1 0.01 98.50 86400 | 1 0.01 98.51 88040 | 1 0.01 98.52 90150 | 1 0.01 98.53 91430 | 1 0.01 98.54 91660 | 1 0.01 98.55 92830 | 1 0.01 98.56 94240 | 1 0.01 98.57 95200 | 1 0.01 98.58 96180 | 1 0.01 98.59 96620 | 1 0.01 98.60 97880 | 1 0.01 98.61 100760 | 1 0.01 98.62 101870 | 1 0.01 98.63 101980 | 1 0.01 98.64 103280 | 1 0.01 98.65 104380 | 1 0.01 98.66 106600 | 1 0.01 98.67 107800 | 1 0.01 98.68 109770 | 1 0.01 98.69 111790 | 1 0.01 98.70 112220 | 1 0.01 98.71 114820 | 1 0.01 98.72 114880 | 1 0.01 98.73 115630 | 1 0.01 98.74 116200 | 1 0.01 98.75 117750 | 1 0.01 98.76 117840 | 1 0.01 98.77 119340 | 1 0.01 98.78 120190 | 1 0.01 98.79 120710 | 1 0.01 98.80 121970 | 1 0.01 98.81 122510 | 1 0.01 98.82 123710 | 1 0.01 98.83 124940 | 1 0.01 98.84 127500 | 1 0.01 98.85 128710 | 1 0.01 98.86 128870 | 1 0.01 98.87 130090 | 1 0.01 98.88 132700 | 1 0.01 98.89 133190 | 1 0.01 98.90 133290 | 1 0.01 98.91 133690 | 1 0.01 98.92 134660 | 1 0.01 98.93 136560 | 1 0.01 98.94 136910 | 1 0.01 98.95 137460 | 1 0.01 98.96 137720 | 1 0.01 98.97 139390 | 1 0.01 98.98 140450 | 1 0.01 98.99 141090 | 1 0.01 99.00 141510 | 1 0.01 99.01 142910 | 1 0.01 99.02 144000 | 1 0.01 99.03 145850 | 1 0.01 99.04 150470 | 1 0.01 99.05 151890 | 1 0.01 99.06 153510 | 1 0.01 99.07 155430 | 1 0.01 99.08 155470 | 1 0.01 99.09 157700 | 1 0.01 99.10 163620 | 1 0.01 99.11 163690 | 1 0.01 99.12 164400 | 1 0.01 99.13 165130 | 1 0.01 99.14 165340 | 1 0.01 99.15 166580 | 1 0.01 99.16 167360 | 1 0.01 99.17 169340 | 1 0.01 99.18 178650 | 1 0.01 99.19 182050 | 1 0.01 99.20 183430 | 1 0.01 99.21 185490 | 1 0.01 99.22 186050 | 1 0.01 99.23 191380 | 1 0.01 99.24 192460 | 1 0.01 99.25 193720 | 1 0.01 99.26 197790 | 1 0.01 99.27 200140 | 1 0.01 99.28 203360 | 1 0.01 99.29 209670 | 1 0.01 99.30 212550 | 1 0.01 99.31 216480 | 1 0.01 99.32 216920 | 1 0.01 99.33 219680 | 1 0.01 99.34 224910 | 1 0.01 99.35 228920 | 1 0.01 99.36 230530 | 1 0.01 99.37 230550 | 1 0.01 99.38 230970 | 1 0.01 99.39 231210 | 1 0.01 99.40 232260 | 1 0.01 99.41 234230 | 1 0.01 99.42 234570 | 1 0.01 99.43 236610 | 1 0.01 99.44 240770 | 1 0.01 99.45 250920 | 1 0.01 99.46 253520 | 1 0.01 99.47 255210 | 1 0.01 99.48 256250 | 1 0.01 99.49 257690 | 1 0.01 99.50 258970 | 1 0.01 99.51 260770 | 1 0.01 99.52 261360 | 1 0.01 99.53 276550 | 1 0.01 99.54 278680 | 1 0.01 99.55 284940 | 1 0.01 99.56 287660 | 1 0.01 99.57 293770 | 1 0.01 99.58 295160 | 1 0.01 99.59 302540 | 1 0.01 99.60 306330 | 1 0.01 99.61 310510 | 1 0.01 99.62 310910 | 1 0.01 99.63 313920 | 1 0.01 99.64 319660 | 1 0.01 99.65 321480 | 1 0.01 99.66 332520 | 1 0.01 99.67 345670 | 1 0.01 99.68 351710 | 1 0.01 99.69 352340 | 1 0.01 99.70 357180 | 1 0.01 99.71 359820 | 1 0.01 99.72 372860 | 1 0.01 99.73 377990 | 1 0.01 99.74 390300 | 1 0.01 99.75 400260 | 1 0.01 99.76 402650 | 1 0.01 99.77 408570 | 1 0.01 99.78 412370 | 1 0.01 99.79 413080 | 1 0.01 99.80 415060 | 1 0.01 99.81 469950 | 1 0.01 99.82 471970 | 1 0.01 99.83 480730 | 1 0.01 99.84 486580 | 1 0.01 99.85 492560 | 1 0.01 99.86 499550 | 1 0.01 99.87 538800 | 1 0.01 99.88 538980 | 1 0.01 99.89 554300 | 1 0.01 99.90 572610 | 1 0.01 99.91 605490 | 1 0.01 99.92 623400 | 1 0.01 99.93 775210 | 1 0.01 99.94 786370 | 1 0.01 99.95 915190 | 1 0.01 99.96 945680 | 1 0.01 99.97 957870 | 1 0.01 99.98 1040350 | 1 0.01 99.99 1743000 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017