Frequencies for first 10,000 rows of n04470 variable in zipcode2012 dataset : Number of | returns | with | itemized | deductions | 1040:40 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,594 15.94 15.94 20 | 351 3.51 19.45 30 | 735 7.35 26.80 40 | 600 6.00 32.80 50 | 450 4.50 37.30 60 | 376 3.76 41.06 70 | 263 2.63 43.69 80 | 215 2.15 45.84 90 | 244 2.44 48.28 100 | 221 2.21 50.49 110 | 195 1.95 52.44 120 | 165 1.65 54.09 130 | 174 1.74 55.83 140 | 147 1.47 57.30 150 | 155 1.55 58.85 160 | 108 1.08 59.93 170 | 116 1.16 61.09 180 | 114 1.14 62.23 190 | 105 1.05 63.28 200 | 93 0.93 64.21 210 | 93 0.93 65.14 220 | 80 0.80 65.94 230 | 75 0.75 66.69 240 | 84 0.84 67.53 250 | 85 0.85 68.38 260 | 80 0.80 69.18 270 | 87 0.87 70.05 280 | 64 0.64 70.69 290 | 74 0.74 71.43 300 | 67 0.67 72.10 310 | 71 0.71 72.81 320 | 46 0.46 73.27 330 | 61 0.61 73.88 340 | 58 0.58 74.46 350 | 46 0.46 74.92 360 | 51 0.51 75.43 370 | 55 0.55 75.98 380 | 48 0.48 76.46 390 | 44 0.44 76.90 400 | 35 0.35 77.25 410 | 45 0.45 77.70 420 | 45 0.45 78.15 430 | 45 0.45 78.60 440 | 43 0.43 79.03 450 | 38 0.38 79.41 460 | 44 0.44 79.85 470 | 32 0.32 80.17 480 | 48 0.48 80.65 490 | 32 0.32 80.97 500 | 25 0.25 81.22 510 | 44 0.44 81.66 520 | 38 0.38 82.04 530 | 28 0.28 82.32 540 | 23 0.23 82.55 550 | 23 0.23 82.78 560 | 36 0.36 83.14 570 | 31 0.31 83.45 580 | 30 0.30 83.75 590 | 37 0.37 84.12 600 | 32 0.32 84.44 610 | 32 0.32 84.76 620 | 33 0.33 85.09 630 | 36 0.36 85.45 640 | 34 0.34 85.79 650 | 24 0.24 86.03 660 | 25 0.25 86.28 670 | 32 0.32 86.60 680 | 27 0.27 86.87 690 | 21 0.21 87.08 700 | 21 0.21 87.29 710 | 15 0.15 87.44 720 | 12 0.12 87.56 730 | 20 0.20 87.76 740 | 21 0.21 87.97 750 | 20 0.20 88.17 760 | 21 0.21 88.38 770 | 14 0.14 88.52 780 | 10 0.10 88.62 790 | 11 0.11 88.73 800 | 13 0.13 88.86 810 | 19 0.19 89.05 820 | 12 0.12 89.17 830 | 18 0.18 89.35 840 | 10 0.10 89.45 850 | 15 0.15 89.60 860 | 14 0.14 89.74 870 | 16 0.16 89.90 880 | 9 0.09 89.99 890 | 16 0.16 90.15 900 | 15 0.15 90.30 910 | 13 0.13 90.43 920 | 15 0.15 90.58 930 | 13 0.13 90.71 940 | 16 0.16 90.87 950 | 11 0.11 90.98 960 | 13 0.13 91.11 970 | 12 0.12 91.23 980 | 8 0.08 91.31 990 | 5 0.05 91.36 1000 | 10 0.10 91.46 1010 | 12 0.12 91.58 1020 | 8 0.08 91.66 1030 | 6 0.06 91.72 1040 | 8 0.08 91.80 1050 | 9 0.09 91.89 1060 | 11 0.11 92.00 1070 | 7 0.07 92.07 1080 | 2 0.02 92.09 1090 | 15 0.15 92.24 1100 | 8 0.08 92.32 1110 | 9 0.09 92.41 1120 | 10 0.10 92.51 1130 | 10 0.10 92.61 1140 | 13 0.13 92.74 1150 | 9 0.09 92.83 1160 | 8 0.08 92.91 1170 | 4 0.04 92.95 1180 | 9 0.09 93.04 1190 | 2 0.02 93.06 1200 | 13 0.13 93.19 1210 | 6 0.06 93.25 1220 | 5 0.05 93.30 1230 | 5 0.05 93.35 1240 | 3 0.03 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 | 5 0.05 93.71 1300 | 6 0.06 93.77 1310 | 6 0.06 93.83 1320 | 5 0.05 93.88 1330 | 3 0.03 93.91 1340 | 5 0.05 93.96 1350 | 5 0.05 94.01 1360 | 12 0.12 94.13 1370 | 6 0.06 94.19 1380 | 2 0.02 94.21 1390 | 1 0.01 94.22 1400 | 6 0.06 94.28 1410 | 4 0.04 94.32 1420 | 1 0.01 94.33 1430 | 7 0.07 94.40 1440 | 6 0.06 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 | 5 0.05 94.75 1520 | 9 0.09 94.84 1530 | 2 0.02 94.86 1540 | 5 0.05 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 | 4 0.04 95.06 1620 | 2 0.02 95.08 1630 | 6 0.06 95.14 1640 | 2 0.02 95.16 1650 | 4 0.04 95.20 1660 | 1 0.01 95.21 1670 | 5 0.05 95.26 1680 | 3 0.03 95.29 1690 | 5 0.05 95.34 1700 | 2 0.02 95.36 1710 | 1 0.01 95.37 1720 | 3 0.03 95.40 1730 | 1 0.01 95.41 1740 | 1 0.01 95.42 1760 | 3 0.03 95.45 1770 | 4 0.04 95.49 1780 | 5 0.05 95.54 1790 | 4 0.04 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 | 2 0.02 95.69 1880 | 4 0.04 95.73 1890 | 3 0.03 95.76 1900 | 2 0.02 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 | 6 0.06 95.97 1980 | 1 0.01 95.98 1990 | 2 0.02 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 | 1 0.01 96.10 2110 | 3 0.03 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 | 1 0.01 96.35 2280 | 1 0.01 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 3780 | 1 0.01 96.92 3880 | 1 0.01 96.93 4390 | 1 0.01 96.94 4740 | 1 0.01 96.95 4890 | 1 0.01 96.96 5000 | 1 0.01 96.97 6110 | 1 0.01 96.98 6730 | 1 0.01 96.99 7010 | 1 0.01 97.00 7580 | 1 0.01 97.01 7710 | 1 0.01 97.02 8830 | 1 0.01 97.03 8960 | 1 0.01 97.04 9900 | 1 0.01 97.05 10140 | 1 0.01 97.06 10150 | 1 0.01 97.07 10170 | 1 0.01 97.08 10430 | 1 0.01 97.09 10480 | 1 0.01 97.10 10870 | 1 0.01 97.11 11230 | 1 0.01 97.12 11350 | 1 0.01 97.13 11740 | 1 0.01 97.14 12300 | 1 0.01 97.15 12320 | 1 0.01 97.16 12540 | 1 0.01 97.17 13010 | 1 0.01 97.18 13290 | 1 0.01 97.19 13490 | 1 0.01 97.20 14090 | 1 0.01 97.21 14580 | 1 0.01 97.22 14990 | 1 0.01 97.23 15280 | 1 0.01 97.24 15560 | 1 0.01 97.25 15730 | 1 0.01 97.26 15740 | 1 0.01 97.27 15960 | 1 0.01 97.28 16040 | 1 0.01 97.29 16180 | 1 0.01 97.30 16430 | 1 0.01 97.31 16910 | 1 0.01 97.32 17940 | 1 0.01 97.33 18420 | 1 0.01 97.34 18530 | 1 0.01 97.35 18610 | 1 0.01 97.36 18890 | 1 0.01 97.37 19450 | 1 0.01 97.38 20030 | 1 0.01 97.39 20500 | 1 0.01 97.40 20860 | 1 0.01 97.41 20950 | 1 0.01 97.42 21090 | 1 0.01 97.43 21220 | 1 0.01 97.44 21330 | 1 0.01 97.45 21360 | 1 0.01 97.46 21930 | 1 0.01 97.47 22030 | 1 0.01 97.48 23300 | 1 0.01 97.49 24070 | 1 0.01 97.50 24940 | 1 0.01 97.51 25360 | 1 0.01 97.52 25840 | 1 0.01 97.53 26410 | 1 0.01 97.54 26420 | 1 0.01 97.55 26550 | 1 0.01 97.56 26590 | 1 0.01 97.57 28010 | 1 0.01 97.58 28800 | 1 0.01 97.59 29150 | 1 0.01 97.60 29380 | 1 0.01 97.61 29860 | 1 0.01 97.62 29960 | 1 0.01 97.63 30320 | 1 0.01 97.64 30500 | 1 0.01 97.65 31020 | 2 0.02 97.67 33350 | 1 0.01 97.68 33780 | 1 0.01 97.69 34040 | 1 0.01 97.70 34560 | 1 0.01 97.71 34890 | 1 0.01 97.72 35210 | 1 0.01 97.73 35640 | 1 0.01 97.74 35970 | 1 0.01 97.75 36020 | 1 0.01 97.76 36200 | 1 0.01 97.77 36280 | 1 0.01 97.78 36290 | 1 0.01 97.79 36420 | 1 0.01 97.80 36660 | 1 0.01 97.81 37250 | 1 0.01 97.82 37280 | 1 0.01 97.83 37590 | 1 0.01 97.84 38960 | 1 0.01 97.85 39750 | 1 0.01 97.86 40580 | 1 0.01 97.87 41140 | 1 0.01 97.88 41630 | 1 0.01 97.89 41880 | 1 0.01 97.90 42170 | 1 0.01 97.91 42720 | 1 0.01 97.92 43440 | 1 0.01 97.93 43800 | 1 0.01 97.94 43870 | 1 0.01 97.95 43980 | 1 0.01 97.96 44650 | 1 0.01 97.97 44790 | 1 0.01 97.98 45210 | 1 0.01 97.99 45830 | 1 0.01 98.00 46880 | 1 0.01 98.01 46940 | 1 0.01 98.02 47680 | 1 0.01 98.03 48510 | 1 0.01 98.04 49200 | 1 0.01 98.05 50020 | 1 0.01 98.06 50780 | 1 0.01 98.07 51580 | 1 0.01 98.08 52500 | 1 0.01 98.09 52640 | 1 0.01 98.10 53820 | 1 0.01 98.11 54490 | 1 0.01 98.12 56760 | 1 0.01 98.13 56950 | 1 0.01 98.14 57130 | 1 0.01 98.15 57800 | 1 0.01 98.16 61310 | 1 0.01 98.17 62090 | 1 0.01 98.18 62120 | 1 0.01 98.19 62990 | 1 0.01 98.20 63010 | 1 0.01 98.21 63150 | 1 0.01 98.22 63260 | 1 0.01 98.23 65220 | 1 0.01 98.24 66630 | 1 0.01 98.25 67090 | 1 0.01 98.26 67180 | 1 0.01 98.27 68720 | 1 0.01 98.28 68910 | 1 0.01 98.29 69110 | 1 0.01 98.30 69320 | 1 0.01 98.31 69470 | 1 0.01 98.32 71250 | 1 0.01 98.33 71260 | 1 0.01 98.34 71600 | 1 0.01 98.35 71920 | 1 0.01 98.36 72830 | 1 0.01 98.37 74080 | 1 0.01 98.38 74740 | 1 0.01 98.39 75510 | 1 0.01 98.40 77040 | 1 0.01 98.41 78190 | 1 0.01 98.42 78800 | 1 0.01 98.43 79500 | 1 0.01 98.44 79640 | 1 0.01 98.45 79790 | 1 0.01 98.46 80010 | 1 0.01 98.47 80020 | 1 0.01 98.48 83340 | 1 0.01 98.49 85690 | 1 0.01 98.50 86480 | 1 0.01 98.51 89980 | 1 0.01 98.52 90580 | 1 0.01 98.53 91800 | 1 0.01 98.54 93650 | 1 0.01 98.55 96030 | 1 0.01 98.56 96210 | 1 0.01 98.57 96310 | 1 0.01 98.58 96660 | 1 0.01 98.59 97180 | 1 0.01 98.60 97900 | 1 0.01 98.61 101510 | 1 0.01 98.62 102430 | 1 0.01 98.63 102560 | 1 0.01 98.64 103420 | 1 0.01 98.65 104530 | 1 0.01 98.66 106630 | 1 0.01 98.67 107860 | 1 0.01 98.68 109970 | 1 0.01 98.69 111850 | 1 0.01 98.70 112550 | 1 0.01 98.71 114890 | 1 0.01 98.72 115800 | 1 0.01 98.73 116280 | 1 0.01 98.74 117850 | 1 0.01 98.75 118650 | 1 0.01 98.76 119420 | 1 0.01 98.77 119490 | 1 0.01 98.78 121190 | 1 0.01 98.79 122160 | 1 0.01 98.80 122370 | 1 0.01 98.81 123510 | 1 0.01 98.82 123710 | 1 0.01 98.83 128720 | 1 0.01 98.84 128970 | 1 0.01 98.85 129230 | 1 0.01 98.86 129400 | 1 0.01 98.87 130110 | 1 0.01 98.88 132840 | 1 0.01 98.89 133330 | 1 0.01 98.90 134050 | 1 0.01 98.91 136990 | 1 0.01 98.92 137520 | 1 0.01 98.93 137560 | 1 0.01 98.94 137760 | 1 0.01 98.95 137970 | 1 0.01 98.96 140180 | 1 0.01 98.97 140740 | 1 0.01 98.98 141120 | 1 0.01 98.99 141280 | 1 0.01 99.00 141580 | 1 0.01 99.01 143520 | 1 0.01 99.02 144220 | 1 0.01 99.03 149830 | 1 0.01 99.04 152060 | 1 0.01 99.05 153580 | 1 0.01 99.06 154180 | 1 0.01 99.07 155640 | 1 0.01 99.08 156010 | 1 0.01 99.09 158250 | 1 0.01 99.10 164090 | 1 0.01 99.11 165330 | 1 0.01 99.12 165560 | 1 0.01 99.13 167000 | 1 0.01 99.14 167140 | 1 0.01 99.15 167960 | 1 0.01 99.16 169140 | 1 0.01 99.17 170080 | 1 0.01 99.18 178730 | 1 0.01 99.19 182080 | 1 0.01 99.20 184590 | 1 0.01 99.21 185500 | 1 0.01 99.22 186120 | 1 0.01 99.23 191590 | 1 0.01 99.24 192600 | 1 0.01 99.25 193760 | 1 0.01 99.26 200330 | 1 0.01 99.27 205520 | 1 0.01 99.28 209750 | 1 0.01 99.29 212860 | 1 0.01 99.30 215890 | 1 0.01 99.31 216680 | 1 0.01 99.32 216970 | 1 0.01 99.33 219940 | 1 0.01 99.34 226330 | 1 0.01 99.35 229220 | 1 0.01 99.36 231040 | 1 0.01 99.37 231240 | 1 0.01 99.38 231350 | 1 0.01 99.39 233610 | 1 0.01 99.40 234290 | 1 0.01 99.41 234770 | 1 0.01 99.42 236990 | 1 0.01 99.43 237190 | 1 0.01 99.44 241270 | 1 0.01 99.45 251490 | 1 0.01 99.46 253680 | 1 0.01 99.47 255820 | 1 0.01 99.48 256290 | 1 0.01 99.49 257740 | 1 0.01 99.50 261610 | 1 0.01 99.51 262170 | 1 0.01 99.52 276780 | 1 0.01 99.53 279120 | 1 0.01 99.54 282620 | 1 0.01 99.55 285220 | 1 0.01 99.56 289110 | 1 0.01 99.57 293840 | 1 0.01 99.58 295790 | 1 0.01 99.59 303080 | 1 0.01 99.60 308040 | 1 0.01 99.61 312030 | 1 0.01 99.62 314910 | 1 0.01 99.63 315020 | 1 0.01 99.64 319930 | 1 0.01 99.65 325190 | 1 0.01 99.66 333890 | 1 0.01 99.67 345970 | 1 0.01 99.68 352440 | 1 0.01 99.69 352560 | 1 0.01 99.70 357880 | 1 0.01 99.71 360090 | 1 0.01 99.72 373600 | 1 0.01 99.73 378080 | 1 0.01 99.74 390920 | 1 0.01 99.75 400380 | 1 0.01 99.76 402880 | 1 0.01 99.77 408720 | 1 0.01 99.78 412510 | 1 0.01 99.79 420860 | 1 0.01 99.80 422370 | 1 0.01 99.81 470180 | 1 0.01 99.82 482800 | 1 0.01 99.83 502120 | 1 0.01 99.84 505390 | 1 0.01 99.85 505980 | 1 0.01 99.86 514340 | 1 0.01 99.87 539170 | 1 0.01 99.88 541420 | 1 0.01 99.89 554760 | 1 0.01 99.90 572750 | 1 0.01 99.91 605690 | 1 0.01 99.92 624450 | 1 0.01 99.93 779270 | 1 0.01 99.94 786590 | 1 0.01 99.95 919500 | 1 0.01 99.96 946880 | 1 0.01 99.97 958290 | 1 0.01 99.98 1042030 | 1 0.01 99.99 1744010 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017