Frequencies for first 10,000 rows of n04470 variable in zipcode2014 dataset : Number of | returns | with | itemized | deductions | 1040:40 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,723 17.23 17.23 20 | 391 3.91 21.14 30 | 703 7.03 28.17 40 | 639 6.39 34.56 50 | 457 4.57 39.13 60 | 332 3.32 42.45 70 | 279 2.79 45.24 80 | 254 2.54 47.78 90 | 238 2.38 50.16 100 | 213 2.13 52.29 110 | 179 1.79 54.08 120 | 182 1.82 55.90 130 | 139 1.39 57.29 140 | 158 1.58 58.87 150 | 145 1.45 60.32 160 | 124 1.24 61.56 170 | 114 1.14 62.70 180 | 119 1.19 63.89 190 | 87 0.87 64.76 200 | 99 0.99 65.75 210 | 93 0.93 66.68 220 | 78 0.78 67.46 230 | 100 1.00 68.46 240 | 81 0.81 69.27 250 | 75 0.75 70.02 260 | 81 0.81 70.83 270 | 66 0.66 71.49 280 | 68 0.68 72.17 290 | 61 0.61 72.78 300 | 59 0.59 73.37 310 | 54 0.54 73.91 320 | 51 0.51 74.42 330 | 63 0.63 75.05 340 | 61 0.61 75.66 350 | 56 0.56 76.22 360 | 50 0.50 76.72 370 | 44 0.44 77.16 380 | 49 0.49 77.65 390 | 56 0.56 78.21 400 | 50 0.50 78.71 410 | 41 0.41 79.12 420 | 38 0.38 79.50 430 | 33 0.33 79.83 440 | 33 0.33 80.16 450 | 31 0.31 80.47 460 | 39 0.39 80.86 470 | 38 0.38 81.24 480 | 32 0.32 81.56 490 | 35 0.35 81.91 500 | 23 0.23 82.14 510 | 42 0.42 82.56 520 | 41 0.41 82.97 530 | 43 0.43 83.40 540 | 30 0.30 83.70 550 | 24 0.24 83.94 560 | 28 0.28 84.22 570 | 28 0.28 84.50 580 | 26 0.26 84.76 590 | 31 0.31 85.07 600 | 22 0.22 85.29 610 | 24 0.24 85.53 620 | 26 0.26 85.79 630 | 41 0.41 86.20 640 | 25 0.25 86.45 650 | 22 0.22 86.67 660 | 16 0.16 86.83 670 | 21 0.21 87.04 680 | 20 0.20 87.24 690 | 23 0.23 87.47 700 | 13 0.13 87.60 710 | 21 0.21 87.81 720 | 22 0.22 88.03 730 | 22 0.22 88.25 740 | 17 0.17 88.42 750 | 14 0.14 88.56 760 | 11 0.11 88.67 770 | 15 0.15 88.82 780 | 19 0.19 89.01 790 | 15 0.15 89.16 800 | 11 0.11 89.27 810 | 12 0.12 89.39 820 | 18 0.18 89.57 830 | 17 0.17 89.74 840 | 18 0.18 89.92 850 | 10 0.10 90.02 860 | 15 0.15 90.17 870 | 13 0.13 90.30 880 | 13 0.13 90.43 890 | 8 0.08 90.51 900 | 6 0.06 90.57 910 | 11 0.11 90.68 920 | 10 0.10 90.78 930 | 11 0.11 90.89 940 | 3 0.03 90.92 950 | 11 0.11 91.03 960 | 11 0.11 91.14 970 | 7 0.07 91.21 980 | 10 0.10 91.31 990 | 10 0.10 91.41 1000 | 19 0.19 91.60 1010 | 11 0.11 91.71 1020 | 5 0.05 91.76 1030 | 6 0.06 91.82 1040 | 10 0.10 91.92 1050 | 6 0.06 91.98 1060 | 6 0.06 92.04 1070 | 5 0.05 92.09 1080 | 8 0.08 92.17 1090 | 10 0.10 92.27 1100 | 14 0.14 92.41 1110 | 10 0.10 92.51 1120 | 12 0.12 92.63 1130 | 7 0.07 92.70 1140 | 3 0.03 92.73 1150 | 8 0.08 92.81 1160 | 8 0.08 92.89 1170 | 5 0.05 92.94 1180 | 6 0.06 93.00 1190 | 8 0.08 93.08 1200 | 9 0.09 93.17 1210 | 6 0.06 93.23 1220 | 4 0.04 93.27 1230 | 5 0.05 93.32 1240 | 5 0.05 93.37 1250 | 9 0.09 93.46 1260 | 8 0.08 93.54 1270 | 5 0.05 93.59 1280 | 6 0.06 93.65 1290 | 8 0.08 93.73 1300 | 8 0.08 93.81 1310 | 5 0.05 93.86 1320 | 5 0.05 93.91 1330 | 4 0.04 93.95 1340 | 6 0.06 94.01 1350 | 5 0.05 94.06 1360 | 9 0.09 94.15 1370 | 4 0.04 94.19 1380 | 2 0.02 94.21 1390 | 3 0.03 94.24 1400 | 5 0.05 94.29 1410 | 1 0.01 94.30 1420 | 3 0.03 94.33 1430 | 3 0.03 94.36 1440 | 7 0.07 94.43 1450 | 4 0.04 94.47 1460 | 4 0.04 94.51 1470 | 3 0.03 94.54 1480 | 4 0.04 94.58 1490 | 2 0.02 94.60 1500 | 1 0.01 94.61 1510 | 3 0.03 94.64 1520 | 6 0.06 94.70 1530 | 1 0.01 94.71 1540 | 1 0.01 94.72 1550 | 6 0.06 94.78 1560 | 2 0.02 94.80 1570 | 5 0.05 94.85 1580 | 6 0.06 94.91 1590 | 6 0.06 94.97 1600 | 2 0.02 94.99 1610 | 4 0.04 95.03 1620 | 6 0.06 95.09 1630 | 1 0.01 95.10 1640 | 3 0.03 95.13 1650 | 4 0.04 95.17 1660 | 5 0.05 95.22 1670 | 3 0.03 95.25 1680 | 1 0.01 95.26 1690 | 3 0.03 95.29 1700 | 5 0.05 95.34 1710 | 3 0.03 95.37 1720 | 3 0.03 95.40 1740 | 5 0.05 95.45 1750 | 1 0.01 95.46 1760 | 4 0.04 95.50 1770 | 1 0.01 95.51 1780 | 2 0.02 95.53 1800 | 4 0.04 95.57 1810 | 1 0.01 95.58 1820 | 1 0.01 95.59 1830 | 4 0.04 95.63 1850 | 1 0.01 95.64 1860 | 1 0.01 95.65 1870 | 2 0.02 95.67 1890 | 3 0.03 95.70 1900 | 1 0.01 95.71 1910 | 1 0.01 95.72 1920 | 2 0.02 95.74 1930 | 1 0.01 95.75 1950 | 1 0.01 95.76 1970 | 1 0.01 95.77 1980 | 2 0.02 95.79 1990 | 2 0.02 95.81 2000 | 2 0.02 95.83 2010 | 1 0.01 95.84 2030 | 1 0.01 95.85 2040 | 1 0.01 95.86 2050 | 2 0.02 95.88 2070 | 2 0.02 95.90 2080 | 3 0.03 95.93 2090 | 3 0.03 95.96 2100 | 2 0.02 95.98 2110 | 1 0.01 95.99 2120 | 2 0.02 96.01 2130 | 1 0.01 96.02 2140 | 1 0.01 96.03 2150 | 1 0.01 96.04 2170 | 2 0.02 96.06 2180 | 2 0.02 96.08 2190 | 1 0.01 96.09 2200 | 1 0.01 96.10 2210 | 1 0.01 96.11 2220 | 2 0.02 96.13 2230 | 1 0.01 96.14 2240 | 1 0.01 96.15 2250 | 2 0.02 96.17 2260 | 2 0.02 96.19 2270 | 2 0.02 96.21 2280 | 2 0.02 96.23 2290 | 1 0.01 96.24 2300 | 2 0.02 96.26 2310 | 3 0.03 96.29 2340 | 1 0.01 96.30 2350 | 1 0.01 96.31 2360 | 1 0.01 96.32 2370 | 2 0.02 96.34 2390 | 1 0.01 96.35 2420 | 3 0.03 96.38 2430 | 2 0.02 96.40 2440 | 1 0.01 96.41 2450 | 1 0.01 96.42 2470 | 1 0.01 96.43 2480 | 2 0.02 96.45 2530 | 1 0.01 96.46 2550 | 1 0.01 96.47 2590 | 2 0.02 96.49 2600 | 2 0.02 96.51 2610 | 1 0.01 96.52 2620 | 2 0.02 96.54 2640 | 1 0.01 96.55 2650 | 1 0.01 96.56 2700 | 1 0.01 96.57 2730 | 1 0.01 96.58 2740 | 2 0.02 96.60 2810 | 1 0.01 96.61 2840 | 1 0.01 96.62 2850 | 2 0.02 96.64 2880 | 1 0.01 96.65 2910 | 1 0.01 96.66 2930 | 1 0.01 96.67 2950 | 1 0.01 96.68 2980 | 2 0.02 96.70 2990 | 1 0.01 96.71 3000 | 2 0.02 96.73 3030 | 2 0.02 96.75 3090 | 1 0.01 96.76 3160 | 1 0.01 96.77 3170 | 1 0.01 96.78 3180 | 1 0.01 96.79 3190 | 1 0.01 96.80 3260 | 1 0.01 96.81 3280 | 1 0.01 96.82 3290 | 1 0.01 96.83 3380 | 1 0.01 96.84 3420 | 2 0.02 96.86 3460 | 1 0.01 96.87 3570 | 1 0.01 96.88 3660 | 1 0.01 96.89 3770 | 2 0.02 96.91 3830 | 2 0.02 96.93 3840 | 1 0.01 96.94 3900 | 1 0.01 96.95 4010 | 1 0.01 96.96 4790 | 1 0.01 96.97 5440 | 1 0.01 96.98 5920 | 1 0.01 96.99 6900 | 1 0.01 97.00 7180 | 1 0.01 97.01 7630 | 1 0.01 97.02 8290 | 1 0.01 97.03 8310 | 1 0.01 97.04 8370 | 1 0.01 97.05 8480 | 1 0.01 97.06 8510 | 1 0.01 97.07 8770 | 1 0.01 97.08 9370 | 1 0.01 97.09 9820 | 1 0.01 97.10 10730 | 1 0.01 97.11 10770 | 1 0.01 97.12 10830 | 1 0.01 97.13 10930 | 1 0.01 97.14 11350 | 1 0.01 97.15 11460 | 1 0.01 97.16 12210 | 1 0.01 97.17 12250 | 1 0.01 97.18 12390 | 1 0.01 97.19 12620 | 1 0.01 97.20 12850 | 1 0.01 97.21 13070 | 1 0.01 97.22 13280 | 1 0.01 97.23 13420 | 1 0.01 97.24 13470 | 1 0.01 97.25 13980 | 1 0.01 97.26 14690 | 1 0.01 97.27 14940 | 2 0.02 97.29 15470 | 1 0.01 97.30 15890 | 1 0.01 97.31 16290 | 1 0.01 97.32 16340 | 1 0.01 97.33 16380 | 1 0.01 97.34 16670 | 1 0.01 97.35 16940 | 1 0.01 97.36 17930 | 1 0.01 97.37 19170 | 1 0.01 97.38 19260 | 1 0.01 97.39 19360 | 1 0.01 97.40 19380 | 1 0.01 97.41 19950 | 1 0.01 97.42 20240 | 1 0.01 97.43 20330 | 1 0.01 97.44 20410 | 1 0.01 97.45 20470 | 1 0.01 97.46 21260 | 1 0.01 97.47 22910 | 1 0.01 97.48 23060 | 1 0.01 97.49 23320 | 1 0.01 97.50 23540 | 1 0.01 97.51 23880 | 1 0.01 97.52 24000 | 1 0.01 97.53 24300 | 1 0.01 97.54 24580 | 1 0.01 97.55 25100 | 1 0.01 97.56 25600 | 1 0.01 97.57 25620 | 1 0.01 97.58 26310 | 1 0.01 97.59 26630 | 1 0.01 97.60 26660 | 1 0.01 97.61 27060 | 1 0.01 97.62 27590 | 1 0.01 97.63 27880 | 1 0.01 97.64 28660 | 1 0.01 97.65 29020 | 1 0.01 97.66 29220 | 1 0.01 97.67 29270 | 1 0.01 97.68 29330 | 1 0.01 97.69 29710 | 1 0.01 97.70 29970 | 1 0.01 97.71 31090 | 1 0.01 97.72 31230 | 1 0.01 97.73 31660 | 1 0.01 97.74 32960 | 1 0.01 97.75 33330 | 1 0.01 97.76 33650 | 1 0.01 97.77 34240 | 1 0.01 97.78 34660 | 1 0.01 97.79 34690 | 1 0.01 97.80 34720 | 1 0.01 97.81 34990 | 1 0.01 97.82 35750 | 1 0.01 97.83 35800 | 1 0.01 97.84 36680 | 1 0.01 97.85 36850 | 1 0.01 97.86 37020 | 1 0.01 97.87 37310 | 1 0.01 97.88 37670 | 1 0.01 97.89 37890 | 1 0.01 97.90 39410 | 1 0.01 97.91 39470 | 1 0.01 97.92 39630 | 1 0.01 97.93 41140 | 1 0.01 97.94 41660 | 1 0.01 97.95 42240 | 1 0.01 97.96 42850 | 1 0.01 97.97 42960 | 1 0.01 97.98 43030 | 1 0.01 97.99 43650 | 1 0.01 98.00 45990 | 1 0.01 98.01 46200 | 1 0.01 98.02 46290 | 1 0.01 98.03 46990 | 1 0.01 98.04 47840 | 1 0.01 98.05 47880 | 1 0.01 98.06 48160 | 1 0.01 98.07 48980 | 1 0.01 98.08 49670 | 1 0.01 98.09 50060 | 1 0.01 98.10 51410 | 1 0.01 98.11 51720 | 1 0.01 98.12 52050 | 2 0.02 98.14 52590 | 1 0.01 98.15 52910 | 1 0.01 98.16 53400 | 1 0.01 98.17 54590 | 1 0.01 98.18 55130 | 1 0.01 98.19 55370 | 1 0.01 98.20 55800 | 1 0.01 98.21 55890 | 1 0.01 98.22 56890 | 1 0.01 98.23 57870 | 1 0.01 98.24 59000 | 1 0.01 98.25 61420 | 1 0.01 98.26 61790 | 1 0.01 98.27 62130 | 1 0.01 98.28 63080 | 1 0.01 98.29 63470 | 1 0.01 98.30 64610 | 1 0.01 98.31 64790 | 1 0.01 98.32 65010 | 1 0.01 98.33 65620 | 1 0.01 98.34 65780 | 1 0.01 98.35 66850 | 1 0.01 98.36 68380 | 1 0.01 98.37 68880 | 1 0.01 98.38 70760 | 1 0.01 98.39 71280 | 1 0.01 98.40 72660 | 1 0.01 98.41 73010 | 1 0.01 98.42 73210 | 1 0.01 98.43 74100 | 1 0.01 98.44 74520 | 1 0.01 98.45 76350 | 1 0.01 98.46 78070 | 1 0.01 98.47 78500 | 1 0.01 98.48 80980 | 1 0.01 98.49 81470 | 1 0.01 98.50 82040 | 1 0.01 98.51 82530 | 1 0.01 98.52 82730 | 1 0.01 98.53 83130 | 1 0.01 98.54 84970 | 1 0.01 98.55 85070 | 1 0.01 98.56 86050 | 1 0.01 98.57 86480 | 1 0.01 98.58 86690 | 1 0.01 98.59 87480 | 1 0.01 98.60 88830 | 1 0.01 98.61 90360 | 1 0.01 98.62 92720 | 1 0.01 98.63 94880 | 1 0.01 98.64 95410 | 1 0.01 98.65 95910 | 1 0.01 98.66 97120 | 1 0.01 98.67 100150 | 1 0.01 98.68 100170 | 1 0.01 98.69 104620 | 1 0.01 98.70 106170 | 1 0.01 98.71 106750 | 1 0.01 98.72 109020 | 1 0.01 98.73 109260 | 1 0.01 98.74 110790 | 1 0.01 98.75 110920 | 1 0.01 98.76 112540 | 1 0.01 98.77 112620 | 1 0.01 98.78 112630 | 1 0.01 98.79 114440 | 1 0.01 98.80 114700 | 1 0.01 98.81 117550 | 1 0.01 98.82 118410 | 1 0.01 98.83 118740 | 1 0.01 98.84 119410 | 1 0.01 98.85 119440 | 1 0.01 98.86 120720 | 1 0.01 98.87 121400 | 1 0.01 98.88 121860 | 1 0.01 98.89 122880 | 1 0.01 98.90 124160 | 1 0.01 98.91 126070 | 1 0.01 98.92 126730 | 1 0.01 98.93 127170 | 1 0.01 98.94 130740 | 1 0.01 98.95 131510 | 1 0.01 98.96 132260 | 1 0.01 98.97 133570 | 1 0.01 98.98 134700 | 1 0.01 98.99 135060 | 1 0.01 99.00 135330 | 1 0.01 99.01 136100 | 1 0.01 99.02 136370 | 1 0.01 99.03 137290 | 1 0.01 99.04 137710 | 1 0.01 99.05 139940 | 1 0.01 99.06 140190 | 1 0.01 99.07 143060 | 1 0.01 99.08 143270 | 1 0.01 99.09 143910 | 1 0.01 99.10 145150 | 1 0.01 99.11 148580 | 1 0.01 99.12 148610 | 1 0.01 99.13 151870 | 1 0.01 99.14 156700 | 1 0.01 99.15 159040 | 1 0.01 99.16 161440 | 1 0.01 99.17 162850 | 1 0.01 99.18 165630 | 1 0.01 99.19 165930 | 1 0.01 99.20 166470 | 1 0.01 99.21 168450 | 1 0.01 99.22 176260 | 1 0.01 99.23 179200 | 1 0.01 99.24 186290 | 1 0.01 99.25 188650 | 1 0.01 99.26 190750 | 1 0.01 99.27 191530 | 1 0.01 99.28 195570 | 1 0.01 99.29 202090 | 1 0.01 99.30 203270 | 1 0.01 99.31 205090 | 1 0.01 99.32 210030 | 1 0.01 99.33 210420 | 1 0.01 99.34 214110 | 1 0.01 99.35 214860 | 1 0.01 99.36 216970 | 1 0.01 99.37 220640 | 1 0.01 99.38 221520 | 1 0.01 99.39 223600 | 1 0.01 99.40 223820 | 1 0.01 99.41 224380 | 1 0.01 99.42 226060 | 1 0.01 99.43 226790 | 1 0.01 99.44 229040 | 1 0.01 99.45 231570 | 1 0.01 99.46 232370 | 1 0.01 99.47 232630 | 1 0.01 99.48 237750 | 1 0.01 99.49 239730 | 1 0.01 99.50 243990 | 1 0.01 99.51 254450 | 1 0.01 99.52 254480 | 1 0.01 99.53 260880 | 1 0.01 99.54 268300 | 1 0.01 99.55 270070 | 1 0.01 99.56 270250 | 1 0.01 99.57 271050 | 1 0.01 99.58 277770 | 1 0.01 99.59 279360 | 1 0.01 99.60 279420 | 1 0.01 99.61 287240 | 1 0.01 99.62 289880 | 1 0.01 99.63 293370 | 1 0.01 99.64 294220 | 1 0.01 99.65 304560 | 1 0.01 99.66 315970 | 1 0.01 99.67 319930 | 1 0.01 99.68 321560 | 1 0.01 99.69 331620 | 1 0.01 99.70 346150 | 1 0.01 99.71 363990 | 1 0.01 99.72 381310 | 1 0.01 99.73 386160 | 1 0.01 99.74 392770 | 1 0.01 99.75 397820 | 1 0.01 99.76 403410 | 1 0.01 99.77 420820 | 1 0.01 99.78 421680 | 1 0.01 99.79 422460 | 1 0.01 99.80 428300 | 1 0.01 99.81 456230 | 1 0.01 99.82 456730 | 1 0.01 99.83 458180 | 1 0.01 99.84 475130 | 1 0.01 99.85 479690 | 1 0.01 99.86 487190 | 1 0.01 99.87 515770 | 1 0.01 99.88 537730 | 1 0.01 99.89 565960 | 1 0.01 99.90 571700 | 1 0.01 99.91 586830 | 1 0.01 99.92 634990 | 1 0.01 99.93 813610 | 1 0.01 99.94 814020 | 1 0.01 99.95 909450 | 1 0.01 99.96 955100 | 1 0.01 99.97 956900 | 1 0.01 99.98 1018560 | 1 0.01 99.99 1868390 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017