Frequencies for first 10,000 rows of n18300 variable in zipcode2015 dataset : Number of | returns | with taxes | paid | Schedule | A:9 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,721 17.21 17.21 20 | 362 3.62 20.83 30 | 733 7.33 28.16 40 | 652 6.52 34.68 50 | 452 4.52 39.20 60 | 339 3.39 42.59 70 | 282 2.82 45.41 80 | 250 2.50 47.91 90 | 227 2.27 50.18 100 | 214 2.14 52.32 110 | 170 1.70 54.02 120 | 175 1.75 55.77 130 | 177 1.77 57.54 140 | 148 1.48 59.02 150 | 127 1.27 60.29 160 | 126 1.26 61.55 170 | 121 1.21 62.76 180 | 118 1.18 63.94 190 | 91 0.91 64.85 200 | 86 0.86 65.71 210 | 85 0.85 66.56 220 | 98 0.98 67.54 230 | 88 0.88 68.42 240 | 93 0.93 69.35 250 | 66 0.66 70.01 260 | 72 0.72 70.73 270 | 69 0.69 71.42 280 | 59 0.59 72.01 290 | 60 0.60 72.61 300 | 74 0.74 73.35 310 | 62 0.62 73.97 320 | 57 0.57 74.54 330 | 57 0.57 75.11 340 | 54 0.54 75.65 350 | 43 0.43 76.08 360 | 57 0.57 76.65 370 | 58 0.58 77.23 380 | 55 0.55 77.78 390 | 40 0.40 78.18 400 | 33 0.33 78.51 410 | 45 0.45 78.96 420 | 40 0.40 79.36 430 | 29 0.29 79.65 440 | 30 0.30 79.95 450 | 41 0.41 80.36 460 | 37 0.37 80.73 470 | 36 0.36 81.09 480 | 39 0.39 81.48 490 | 32 0.32 81.80 500 | 34 0.34 82.14 510 | 33 0.33 82.47 520 | 45 0.45 82.92 530 | 31 0.31 83.23 540 | 27 0.27 83.50 550 | 33 0.33 83.83 560 | 25 0.25 84.08 570 | 26 0.26 84.34 580 | 19 0.19 84.53 590 | 28 0.28 84.81 600 | 28 0.28 85.09 610 | 29 0.29 85.38 620 | 34 0.34 85.72 630 | 32 0.32 86.04 640 | 26 0.26 86.30 650 | 25 0.25 86.55 660 | 23 0.23 86.78 670 | 18 0.18 86.96 680 | 14 0.14 87.10 690 | 21 0.21 87.31 700 | 22 0.22 87.53 710 | 16 0.16 87.69 720 | 19 0.19 87.88 730 | 19 0.19 88.07 740 | 14 0.14 88.21 750 | 16 0.16 88.37 760 | 21 0.21 88.58 770 | 22 0.22 88.80 780 | 12 0.12 88.92 790 | 16 0.16 89.08 800 | 18 0.18 89.26 810 | 11 0.11 89.37 820 | 11 0.11 89.48 830 | 17 0.17 89.65 840 | 13 0.13 89.78 850 | 11 0.11 89.89 860 | 18 0.18 90.07 870 | 7 0.07 90.14 880 | 17 0.17 90.31 890 | 10 0.10 90.41 900 | 12 0.12 90.53 910 | 7 0.07 90.60 920 | 13 0.13 90.73 930 | 8 0.08 90.81 940 | 9 0.09 90.90 950 | 9 0.09 90.99 960 | 8 0.08 91.07 970 | 8 0.08 91.15 980 | 14 0.14 91.29 990 | 7 0.07 91.36 1000 | 6 0.06 91.42 1010 | 8 0.08 91.50 1020 | 7 0.07 91.57 1030 | 4 0.04 91.61 1040 | 10 0.10 91.71 1050 | 9 0.09 91.80 1060 | 7 0.07 91.87 1070 | 9 0.09 91.96 1080 | 13 0.13 92.09 1090 | 8 0.08 92.17 1100 | 9 0.09 92.26 1110 | 4 0.04 92.30 1120 | 10 0.10 92.40 1130 | 4 0.04 92.44 1140 | 6 0.06 92.50 1150 | 11 0.11 92.61 1160 | 8 0.08 92.69 1170 | 11 0.11 92.80 1180 | 4 0.04 92.84 1190 | 11 0.11 92.95 1200 | 10 0.10 93.05 1210 | 6 0.06 93.11 1220 | 6 0.06 93.17 1230 | 4 0.04 93.21 1240 | 7 0.07 93.28 1250 | 6 0.06 93.34 1260 | 6 0.06 93.40 1270 | 3 0.03 93.43 1280 | 8 0.08 93.51 1290 | 5 0.05 93.56 1300 | 7 0.07 93.63 1310 | 10 0.10 93.73 1320 | 1 0.01 93.74 1330 | 1 0.01 93.75 1340 | 6 0.06 93.81 1350 | 4 0.04 93.85 1360 | 3 0.03 93.88 1370 | 8 0.08 93.96 1380 | 1 0.01 93.97 1390 | 4 0.04 94.01 1400 | 4 0.04 94.05 1410 | 4 0.04 94.09 1420 | 4 0.04 94.13 1430 | 5 0.05 94.18 1440 | 4 0.04 94.22 1450 | 4 0.04 94.26 1460 | 4 0.04 94.30 1470 | 3 0.03 94.33 1480 | 4 0.04 94.37 1490 | 3 0.03 94.40 1500 | 3 0.03 94.43 1510 | 4 0.04 94.47 1520 | 6 0.06 94.53 1530 | 7 0.07 94.60 1540 | 5 0.05 94.65 1550 | 3 0.03 94.68 1560 | 5 0.05 94.73 1570 | 3 0.03 94.76 1580 | 3 0.03 94.79 1590 | 4 0.04 94.83 1600 | 3 0.03 94.86 1610 | 4 0.04 94.90 1620 | 5 0.05 94.95 1630 | 2 0.02 94.97 1640 | 3 0.03 95.00 1650 | 3 0.03 95.03 1660 | 2 0.02 95.05 1670 | 1 0.01 95.06 1680 | 3 0.03 95.09 1690 | 3 0.03 95.12 1700 | 2 0.02 95.14 1710 | 6 0.06 95.20 1720 | 3 0.03 95.23 1730 | 3 0.03 95.26 1740 | 5 0.05 95.31 1750 | 1 0.01 95.32 1760 | 3 0.03 95.35 1770 | 4 0.04 95.39 1780 | 4 0.04 95.43 1790 | 4 0.04 95.47 1800 | 3 0.03 95.50 1810 | 3 0.03 95.53 1820 | 1 0.01 95.54 1830 | 2 0.02 95.56 1840 | 2 0.02 95.58 1850 | 1 0.01 95.59 1860 | 1 0.01 95.60 1870 | 3 0.03 95.63 1890 | 2 0.02 95.65 1910 | 2 0.02 95.67 1920 | 1 0.01 95.68 1940 | 3 0.03 95.71 1950 | 1 0.01 95.72 1960 | 1 0.01 95.73 1980 | 1 0.01 95.74 2000 | 2 0.02 95.76 2010 | 1 0.01 95.77 2040 | 3 0.03 95.80 2060 | 2 0.02 95.82 2070 | 3 0.03 95.85 2080 | 1 0.01 95.86 2100 | 1 0.01 95.87 2130 | 1 0.01 95.88 2140 | 3 0.03 95.91 2160 | 4 0.04 95.95 2180 | 1 0.01 95.96 2190 | 1 0.01 95.97 2200 | 3 0.03 96.00 2220 | 1 0.01 96.01 2230 | 2 0.02 96.03 2240 | 3 0.03 96.06 2260 | 1 0.01 96.07 2280 | 4 0.04 96.11 2290 | 1 0.01 96.12 2300 | 1 0.01 96.13 2310 | 3 0.03 96.16 2320 | 2 0.02 96.18 2330 | 2 0.02 96.20 2340 | 2 0.02 96.22 2350 | 1 0.01 96.23 2370 | 1 0.01 96.24 2380 | 1 0.01 96.25 2390 | 2 0.02 96.27 2430 | 2 0.02 96.29 2440 | 2 0.02 96.31 2470 | 2 0.02 96.33 2480 | 2 0.02 96.35 2510 | 2 0.02 96.37 2520 | 2 0.02 96.39 2530 | 1 0.01 96.40 2540 | 1 0.01 96.41 2560 | 2 0.02 96.43 2570 | 2 0.02 96.45 2590 | 1 0.01 96.46 2610 | 2 0.02 96.48 2660 | 3 0.03 96.51 2690 | 1 0.01 96.52 2720 | 1 0.01 96.53 2770 | 1 0.01 96.54 2780 | 1 0.01 96.55 2800 | 1 0.01 96.56 2810 | 2 0.02 96.58 2870 | 1 0.01 96.59 2880 | 1 0.01 96.60 2890 | 1 0.01 96.61 2900 | 2 0.02 96.63 2930 | 2 0.02 96.65 2980 | 1 0.01 96.66 3040 | 1 0.01 96.67 3070 | 1 0.01 96.68 3110 | 3 0.03 96.71 3120 | 2 0.02 96.73 3130 | 2 0.02 96.75 3170 | 1 0.01 96.76 3180 | 2 0.02 96.78 3240 | 1 0.01 96.79 3250 | 1 0.01 96.80 3280 | 1 0.01 96.81 3300 | 1 0.01 96.82 3330 | 1 0.01 96.83 3420 | 1 0.01 96.84 3450 | 1 0.01 96.85 3530 | 1 0.01 96.86 3560 | 1 0.01 96.87 3710 | 2 0.02 96.89 3800 | 1 0.01 96.90 3860 | 1 0.01 96.91 3920 | 1 0.01 96.92 3970 | 2 0.02 96.94 4050 | 1 0.01 96.95 4070 | 1 0.01 96.96 4780 | 1 0.01 96.97 5120 | 1 0.01 96.98 5230 | 1 0.01 96.99 6170 | 1 0.01 97.00 6660 | 1 0.01 97.01 7500 | 1 0.01 97.02 7570 | 1 0.01 97.03 7780 | 1 0.01 97.04 7970 | 1 0.01 97.05 8270 | 1 0.01 97.06 8750 | 1 0.01 97.07 8870 | 1 0.01 97.08 9690 | 1 0.01 97.09 10200 | 1 0.01 97.10 10430 | 1 0.01 97.11 10600 | 1 0.01 97.12 10820 | 1 0.01 97.13 11250 | 1 0.01 97.14 11280 | 1 0.01 97.15 11420 | 1 0.01 97.16 11440 | 1 0.01 97.17 11870 | 1 0.01 97.18 12100 | 1 0.01 97.19 12630 | 1 0.01 97.20 12640 | 1 0.01 97.21 12670 | 1 0.01 97.22 12760 | 1 0.01 97.23 12850 | 1 0.01 97.24 13040 | 1 0.01 97.25 13070 | 1 0.01 97.26 13720 | 1 0.01 97.27 13910 | 1 0.01 97.28 15110 | 1 0.01 97.29 15750 | 1 0.01 97.30 16110 | 1 0.01 97.31 16300 | 1 0.01 97.32 16600 | 1 0.01 97.33 17040 | 1 0.01 97.34 17070 | 1 0.01 97.35 17780 | 1 0.01 97.36 18990 | 1 0.01 97.37 19080 | 1 0.01 97.38 19460 | 1 0.01 97.39 19560 | 1 0.01 97.40 19680 | 1 0.01 97.41 19780 | 1 0.01 97.42 20290 | 1 0.01 97.43 20530 | 1 0.01 97.44 20820 | 1 0.01 97.45 21400 | 1 0.01 97.46 21540 | 1 0.01 97.47 22480 | 1 0.01 97.48 22540 | 1 0.01 97.49 23360 | 1 0.01 97.50 23410 | 1 0.01 97.51 23510 | 1 0.01 97.52 23700 | 1 0.01 97.53 23870 | 1 0.01 97.54 24310 | 1 0.01 97.55 24550 | 1 0.01 97.56 25840 | 1 0.01 97.57 26390 | 1 0.01 97.58 26500 | 1 0.01 97.59 26820 | 1 0.01 97.60 27400 | 1 0.01 97.61 27510 | 1 0.01 97.62 27600 | 1 0.01 97.63 27770 | 1 0.01 97.64 28590 | 1 0.01 97.65 28610 | 1 0.01 97.66 28780 | 1 0.01 97.67 29150 | 1 0.01 97.68 29230 | 1 0.01 97.69 29350 | 1 0.01 97.70 29650 | 1 0.01 97.71 30120 | 1 0.01 97.72 30270 | 1 0.01 97.73 30520 | 1 0.01 97.74 32240 | 1 0.01 97.75 32470 | 1 0.01 97.76 33220 | 1 0.01 97.77 33500 | 1 0.01 97.78 34130 | 1 0.01 97.79 34440 | 1 0.01 97.80 34460 | 1 0.01 97.81 34800 | 1 0.01 97.82 35050 | 1 0.01 97.83 35360 | 1 0.01 97.84 35440 | 1 0.01 97.85 35690 | 1 0.01 97.86 36020 | 1 0.01 97.87 39530 | 1 0.01 97.88 39800 | 1 0.01 97.89 40090 | 1 0.01 97.90 40200 | 1 0.01 97.91 40230 | 1 0.01 97.92 41490 | 1 0.01 97.93 41680 | 1 0.01 97.94 41730 | 1 0.01 97.95 41890 | 1 0.01 97.96 42230 | 2 0.02 97.98 42780 | 1 0.01 97.99 43380 | 1 0.01 98.00 44360 | 1 0.01 98.01 45640 | 1 0.01 98.02 46030 | 1 0.01 98.03 46300 | 1 0.01 98.04 46390 | 1 0.01 98.05 47070 | 1 0.01 98.06 47450 | 1 0.01 98.07 47990 | 1 0.01 98.08 48290 | 1 0.01 98.09 48950 | 1 0.01 98.10 50030 | 1 0.01 98.11 50640 | 1 0.01 98.12 50810 | 1 0.01 98.13 51200 | 1 0.01 98.14 51310 | 1 0.01 98.15 51520 | 1 0.01 98.16 52280 | 1 0.01 98.17 55140 | 1 0.01 98.18 55920 | 1 0.01 98.19 56200 | 1 0.01 98.20 57030 | 1 0.01 98.21 57410 | 1 0.01 98.22 57670 | 1 0.01 98.23 58950 | 1 0.01 98.24 60330 | 1 0.01 98.25 61630 | 1 0.01 98.26 62190 | 1 0.01 98.27 62250 | 1 0.01 98.28 62440 | 1 0.01 98.29 63510 | 1 0.01 98.30 65530 | 1 0.01 98.31 65730 | 1 0.01 98.32 66150 | 1 0.01 98.33 66710 | 1 0.01 98.34 67000 | 1 0.01 98.35 68500 | 1 0.01 98.36 70220 | 1 0.01 98.37 70270 | 1 0.01 98.38 70520 | 1 0.01 98.39 73210 | 1 0.01 98.40 73280 | 1 0.01 98.41 73580 | 1 0.01 98.42 75130 | 1 0.01 98.43 75860 | 1 0.01 98.44 77090 | 1 0.01 98.45 78310 | 1 0.01 98.46 78660 | 1 0.01 98.47 80340 | 1 0.01 98.48 81360 | 1 0.01 98.49 81680 | 1 0.01 98.50 83000 | 1 0.01 98.51 83150 | 1 0.01 98.52 83560 | 1 0.01 98.53 83600 | 1 0.01 98.54 84920 | 1 0.01 98.55 85100 | 1 0.01 98.56 85360 | 1 0.01 98.57 85450 | 1 0.01 98.58 85850 | 1 0.01 98.59 87480 | 1 0.01 98.60 87810 | 1 0.01 98.61 88720 | 1 0.01 98.62 92460 | 1 0.01 98.63 94140 | 1 0.01 98.64 94840 | 1 0.01 98.65 96490 | 1 0.01 98.66 96960 | 1 0.01 98.67 97840 | 1 0.01 98.68 99010 | 1 0.01 98.69 101960 | 1 0.01 98.70 102230 | 1 0.01 98.71 102530 | 1 0.01 98.72 103160 | 1 0.01 98.73 104390 | 1 0.01 98.74 106340 | 1 0.01 98.75 108990 | 1 0.01 98.76 109560 | 1 0.01 98.77 111260 | 1 0.01 98.78 111420 | 1 0.01 98.79 111900 | 1 0.01 98.80 113880 | 1 0.01 98.81 116360 | 1 0.01 98.82 116490 | 1 0.01 98.83 118340 | 1 0.01 98.84 120110 | 1 0.01 98.85 121320 | 1 0.01 98.86 121720 | 1 0.01 98.87 121770 | 1 0.01 98.88 122490 | 1 0.01 98.89 124390 | 1 0.01 98.90 126300 | 1 0.01 98.91 127230 | 1 0.01 98.92 128010 | 1 0.01 98.93 128380 | 1 0.01 98.94 128660 | 1 0.01 98.95 129580 | 1 0.01 98.96 130080 | 1 0.01 98.97 130820 | 1 0.01 98.98 131580 | 1 0.01 98.99 131760 | 1 0.01 99.00 132540 | 1 0.01 99.01 134040 | 1 0.01 99.02 138980 | 1 0.01 99.03 139830 | 1 0.01 99.04 142260 | 1 0.01 99.05 142920 | 1 0.01 99.06 144550 | 1 0.01 99.07 148580 | 1 0.01 99.08 148700 | 1 0.01 99.09 151270 | 1 0.01 99.10 152690 | 1 0.01 99.11 152830 | 1 0.01 99.12 155050 | 1 0.01 99.13 155080 | 1 0.01 99.14 157450 | 1 0.01 99.15 161420 | 1 0.01 99.16 162220 | 1 0.01 99.17 163970 | 1 0.01 99.18 163980 | 1 0.01 99.19 167060 | 1 0.01 99.20 172400 | 1 0.01 99.21 172610 | 1 0.01 99.22 174480 | 1 0.01 99.23 177040 | 1 0.01 99.24 179190 | 1 0.01 99.25 184850 | 1 0.01 99.26 187730 | 1 0.01 99.27 188480 | 1 0.01 99.28 200590 | 1 0.01 99.29 200840 | 1 0.01 99.30 201830 | 1 0.01 99.31 207130 | 1 0.01 99.32 207860 | 1 0.01 99.33 215610 | 1 0.01 99.34 215670 | 1 0.01 99.35 217010 | 1 0.01 99.36 218990 | 1 0.01 99.37 219380 | 1 0.01 99.38 220540 | 1 0.01 99.39 224180 | 1 0.01 99.40 225050 | 1 0.01 99.41 227860 | 1 0.01 99.42 230090 | 1 0.01 99.43 230110 | 1 0.01 99.44 230280 | 1 0.01 99.45 230970 | 1 0.01 99.46 234630 | 1 0.01 99.47 236850 | 1 0.01 99.48 237910 | 1 0.01 99.49 238600 | 1 0.01 99.50 244550 | 1 0.01 99.51 245660 | 1 0.01 99.52 247860 | 1 0.01 99.53 258800 | 1 0.01 99.54 260180 | 1 0.01 99.55 270380 | 1 0.01 99.56 275800 | 1 0.01 99.57 282850 | 1 0.01 99.58 282970 | 1 0.01 99.59 283150 | 1 0.01 99.60 285770 | 1 0.01 99.61 290760 | 1 0.01 99.62 291920 | 1 0.01 99.63 292260 | 1 0.01 99.64 295510 | 1 0.01 99.65 299340 | 1 0.01 99.66 308660 | 1 0.01 99.67 315020 | 1 0.01 99.68 325960 | 1 0.01 99.69 331500 | 1 0.01 99.70 344920 | 1 0.01 99.71 384010 | 1 0.01 99.72 384630 | 1 0.01 99.73 391570 | 1 0.01 99.74 399990 | 1 0.01 99.75 401390 | 1 0.01 99.76 407900 | 1 0.01 99.77 435500 | 1 0.01 99.78 435530 | 1 0.01 99.79 436120 | 1 0.01 99.80 437190 | 1 0.01 99.81 442870 | 1 0.01 99.82 445420 | 1 0.01 99.83 446060 | 1 0.01 99.84 471520 | 1 0.01 99.85 501840 | 1 0.01 99.86 512120 | 1 0.01 99.87 535950 | 1 0.01 99.88 542420 | 1 0.01 99.89 567270 | 1 0.01 99.90 584540 | 1 0.01 99.91 600850 | 1 0.01 99.92 625050 | 1 0.01 99.93 802260 | 1 0.01 99.94 840900 | 1 0.01 99.95 919580 | 1 0.01 99.96 946920 | 1 0.01 99.97 1061730 | 1 0.01 99.98 1066180 | 1 0.01 99.99 1970880 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017