Frequencies for first 10,000 rows of n04470 variable in zipcode2016 dataset : Number of | returns | with | itemized | deductions | 1040:40 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,966 19.66 19.66 20 | 422 4.22 23.88 30 | 805 8.05 31.93 40 | 662 6.62 38.55 50 | 485 4.85 43.40 60 | 329 3.29 46.69 70 | 268 2.68 49.37 80 | 250 2.50 51.87 90 | 246 2.46 54.33 100 | 200 2.00 56.33 110 | 168 1.68 58.01 120 | 145 1.45 59.46 130 | 150 1.50 60.96 140 | 137 1.37 62.33 150 | 134 1.34 63.67 160 | 126 1.26 64.93 170 | 111 1.11 66.04 180 | 94 0.94 66.98 190 | 89 0.89 67.87 200 | 98 0.98 68.85 210 | 70 0.70 69.55 220 | 88 0.88 70.43 230 | 80 0.80 71.23 240 | 72 0.72 71.95 250 | 86 0.86 72.81 260 | 57 0.57 73.38 270 | 60 0.60 73.98 280 | 69 0.69 74.67 290 | 57 0.57 75.24 300 | 58 0.58 75.82 310 | 59 0.59 76.41 320 | 52 0.52 76.93 330 | 48 0.48 77.41 340 | 48 0.48 77.89 350 | 49 0.49 78.38 360 | 43 0.43 78.81 370 | 42 0.42 79.23 380 | 52 0.52 79.75 390 | 51 0.51 80.26 400 | 52 0.52 80.78 410 | 25 0.25 81.03 420 | 37 0.37 81.40 430 | 34 0.34 81.74 440 | 22 0.22 81.96 450 | 25 0.25 82.21 460 | 26 0.26 82.47 470 | 37 0.37 82.84 480 | 32 0.32 83.16 490 | 34 0.34 83.50 500 | 41 0.41 83.91 510 | 28 0.28 84.19 520 | 35 0.35 84.54 530 | 31 0.31 84.85 540 | 30 0.30 85.15 550 | 30 0.30 85.45 560 | 19 0.19 85.64 570 | 25 0.25 85.89 580 | 19 0.19 86.08 590 | 30 0.30 86.38 600 | 22 0.22 86.60 610 | 28 0.28 86.88 620 | 24 0.24 87.12 630 | 21 0.21 87.33 640 | 16 0.16 87.49 650 | 18 0.18 87.67 660 | 25 0.25 87.92 670 | 19 0.19 88.11 680 | 18 0.18 88.29 690 | 26 0.26 88.55 700 | 16 0.16 88.71 710 | 17 0.17 88.88 720 | 11 0.11 88.99 730 | 23 0.23 89.22 740 | 15 0.15 89.37 750 | 13 0.13 89.50 760 | 13 0.13 89.63 770 | 15 0.15 89.78 780 | 9 0.09 89.87 790 | 13 0.13 90.00 800 | 16 0.16 90.16 810 | 15 0.15 90.31 820 | 10 0.10 90.41 830 | 14 0.14 90.55 840 | 10 0.10 90.65 850 | 16 0.16 90.81 860 | 12 0.12 90.93 870 | 7 0.07 91.00 880 | 15 0.15 91.15 890 | 12 0.12 91.27 900 | 9 0.09 91.36 910 | 11 0.11 91.47 920 | 9 0.09 91.56 930 | 5 0.05 91.61 940 | 13 0.13 91.74 950 | 9 0.09 91.83 960 | 5 0.05 91.88 970 | 7 0.07 91.95 980 | 8 0.08 92.03 990 | 5 0.05 92.08 1000 | 8 0.08 92.16 1010 | 6 0.06 92.22 1020 | 8 0.08 92.30 1030 | 3 0.03 92.33 1040 | 6 0.06 92.39 1050 | 6 0.06 92.45 1060 | 9 0.09 92.54 1070 | 7 0.07 92.61 1080 | 6 0.06 92.67 1090 | 10 0.10 92.77 1100 | 8 0.08 92.85 1110 | 3 0.03 92.88 1120 | 3 0.03 92.91 1130 | 8 0.08 92.99 1140 | 5 0.05 93.04 1150 | 6 0.06 93.10 1160 | 9 0.09 93.19 1170 | 9 0.09 93.28 1180 | 4 0.04 93.32 1190 | 11 0.11 93.43 1200 | 4 0.04 93.47 1210 | 5 0.05 93.52 1220 | 4 0.04 93.56 1230 | 4 0.04 93.60 1240 | 4 0.04 93.64 1250 | 5 0.05 93.69 1260 | 9 0.09 93.78 1270 | 8 0.08 93.86 1280 | 5 0.05 93.91 1290 | 6 0.06 93.97 1300 | 5 0.05 94.02 1310 | 6 0.06 94.08 1320 | 4 0.04 94.12 1330 | 4 0.04 94.16 1340 | 7 0.07 94.23 1350 | 1 0.01 94.24 1360 | 5 0.05 94.29 1370 | 1 0.01 94.30 1380 | 5 0.05 94.35 1390 | 3 0.03 94.38 1400 | 3 0.03 94.41 1410 | 4 0.04 94.45 1420 | 3 0.03 94.48 1430 | 3 0.03 94.51 1440 | 7 0.07 94.58 1450 | 4 0.04 94.62 1460 | 5 0.05 94.67 1470 | 1 0.01 94.68 1480 | 4 0.04 94.72 1490 | 2 0.02 94.74 1500 | 5 0.05 94.79 1510 | 3 0.03 94.82 1520 | 1 0.01 94.83 1530 | 3 0.03 94.86 1540 | 1 0.01 94.87 1550 | 4 0.04 94.91 1560 | 4 0.04 94.95 1570 | 6 0.06 95.01 1580 | 6 0.06 95.07 1590 | 3 0.03 95.10 1600 | 1 0.01 95.11 1610 | 3 0.03 95.14 1620 | 1 0.01 95.15 1630 | 5 0.05 95.20 1640 | 2 0.02 95.22 1650 | 1 0.01 95.23 1660 | 2 0.02 95.25 1670 | 5 0.05 95.30 1680 | 1 0.01 95.31 1690 | 4 0.04 95.35 1700 | 3 0.03 95.38 1710 | 2 0.02 95.40 1720 | 1 0.01 95.41 1730 | 2 0.02 95.43 1740 | 1 0.01 95.44 1750 | 4 0.04 95.48 1760 | 3 0.03 95.51 1770 | 3 0.03 95.54 1780 | 2 0.02 95.56 1800 | 4 0.04 95.60 1810 | 4 0.04 95.64 1820 | 1 0.01 95.65 1830 | 4 0.04 95.69 1840 | 2 0.02 95.71 1850 | 1 0.01 95.72 1880 | 1 0.01 95.73 1890 | 2 0.02 95.75 1900 | 4 0.04 95.79 1910 | 2 0.02 95.81 1930 | 1 0.01 95.82 1960 | 2 0.02 95.84 1970 | 1 0.01 95.85 2000 | 1 0.01 95.86 2020 | 1 0.01 95.87 2040 | 2 0.02 95.89 2050 | 3 0.03 95.92 2070 | 2 0.02 95.94 2080 | 2 0.02 95.96 2090 | 1 0.01 95.97 2110 | 1 0.01 95.98 2120 | 2 0.02 96.00 2130 | 1 0.01 96.01 2140 | 1 0.01 96.02 2160 | 1 0.01 96.03 2170 | 4 0.04 96.07 2180 | 1 0.01 96.08 2190 | 1 0.01 96.09 2210 | 2 0.02 96.11 2220 | 1 0.01 96.12 2230 | 1 0.01 96.13 2240 | 1 0.01 96.14 2250 | 1 0.01 96.15 2260 | 2 0.02 96.17 2270 | 1 0.01 96.18 2300 | 2 0.02 96.20 2310 | 1 0.01 96.21 2320 | 3 0.03 96.24 2330 | 1 0.01 96.25 2340 | 1 0.01 96.26 2360 | 2 0.02 96.28 2380 | 1 0.01 96.29 2390 | 1 0.01 96.30 2400 | 4 0.04 96.34 2420 | 3 0.03 96.37 2430 | 2 0.02 96.39 2440 | 1 0.01 96.40 2460 | 1 0.01 96.41 2480 | 1 0.01 96.42 2510 | 1 0.01 96.43 2530 | 1 0.01 96.44 2540 | 1 0.01 96.45 2560 | 3 0.03 96.48 2600 | 2 0.02 96.50 2610 | 4 0.04 96.54 2660 | 1 0.01 96.55 2680 | 1 0.01 96.56 2690 | 1 0.01 96.57 2710 | 1 0.01 96.58 2740 | 1 0.01 96.59 2750 | 1 0.01 96.60 2770 | 1 0.01 96.61 2780 | 1 0.01 96.62 2830 | 1 0.01 96.63 2850 | 1 0.01 96.64 2860 | 2 0.02 96.66 2870 | 1 0.01 96.67 2880 | 1 0.01 96.68 3010 | 1 0.01 96.69 3020 | 2 0.02 96.71 3050 | 1 0.01 96.72 3110 | 1 0.01 96.73 3140 | 1 0.01 96.74 3150 | 2 0.02 96.76 3200 | 1 0.01 96.77 3210 | 1 0.01 96.78 3220 | 1 0.01 96.79 3230 | 2 0.02 96.81 3250 | 1 0.01 96.82 3290 | 2 0.02 96.84 3350 | 1 0.01 96.85 3370 | 1 0.01 96.86 3430 | 2 0.02 96.88 3510 | 1 0.01 96.89 3610 | 1 0.01 96.90 3800 | 1 0.01 96.91 3830 | 1 0.01 96.92 3930 | 1 0.01 96.93 4060 | 1 0.01 96.94 4290 | 1 0.01 96.95 4430 | 1 0.01 96.96 5230 | 1 0.01 96.97 5590 | 1 0.01 96.98 5810 | 1 0.01 96.99 6000 | 1 0.01 97.00 6350 | 1 0.01 97.01 7720 | 1 0.01 97.02 8560 | 1 0.01 97.03 8570 | 1 0.01 97.04 8600 | 1 0.01 97.05 9030 | 1 0.01 97.06 9160 | 1 0.01 97.07 9310 | 1 0.01 97.08 9860 | 1 0.01 97.09 10030 | 1 0.01 97.10 10330 | 1 0.01 97.11 10500 | 1 0.01 97.12 10620 | 1 0.01 97.13 11260 | 1 0.01 97.14 11570 | 1 0.01 97.15 11590 | 1 0.01 97.16 12620 | 1 0.01 97.17 12640 | 1 0.01 97.18 12750 | 1 0.01 97.19 13030 | 1 0.01 97.20 13180 | 1 0.01 97.21 13190 | 1 0.01 97.22 13240 | 1 0.01 97.23 13300 | 1 0.01 97.24 13720 | 1 0.01 97.25 13740 | 1 0.01 97.26 13850 | 1 0.01 97.27 14360 | 1 0.01 97.28 15990 | 1 0.01 97.29 16630 | 1 0.01 97.30 16850 | 1 0.01 97.31 17060 | 1 0.01 97.32 17070 | 1 0.01 97.33 17500 | 1 0.01 97.34 17700 | 1 0.01 97.35 18260 | 1 0.01 97.36 19260 | 1 0.01 97.37 19330 | 1 0.01 97.38 19380 | 1 0.01 97.39 20260 | 1 0.01 97.40 20310 | 1 0.01 97.41 20320 | 1 0.01 97.42 20930 | 1 0.01 97.43 21020 | 1 0.01 97.44 21160 | 1 0.01 97.45 21240 | 1 0.01 97.46 22020 | 1 0.01 97.47 22370 | 1 0.01 97.48 23560 | 1 0.01 97.49 23630 | 1 0.01 97.50 24210 | 1 0.01 97.51 24270 | 1 0.01 97.52 24290 | 1 0.01 97.53 24370 | 1 0.01 97.54 24440 | 1 0.01 97.55 25670 | 1 0.01 97.56 26720 | 1 0.01 97.57 27070 | 1 0.01 97.58 27770 | 1 0.01 97.59 28450 | 1 0.01 97.60 28570 | 1 0.01 97.61 28650 | 1 0.01 97.62 28740 | 1 0.01 97.63 28750 | 1 0.01 97.64 28850 | 1 0.01 97.65 28950 | 1 0.01 97.66 29060 | 1 0.01 97.67 29090 | 1 0.01 97.68 29720 | 1 0.01 97.69 30380 | 1 0.01 97.70 30910 | 1 0.01 97.71 30950 | 1 0.01 97.72 31080 | 1 0.01 97.73 31210 | 1 0.01 97.74 31690 | 1 0.01 97.75 32330 | 1 0.01 97.76 34020 | 1 0.01 97.77 34790 | 1 0.01 97.78 35240 | 1 0.01 97.79 35480 | 1 0.01 97.80 35510 | 1 0.01 97.81 36250 | 1 0.01 97.82 36310 | 1 0.01 97.83 36520 | 1 0.01 97.84 36660 | 1 0.01 97.85 37720 | 1 0.01 97.86 39860 | 1 0.01 97.87 40200 | 1 0.01 97.88 40550 | 1 0.01 97.89 40900 | 1 0.01 97.90 40990 | 1 0.01 97.91 41840 | 1 0.01 97.92 42020 | 1 0.01 97.93 42380 | 1 0.01 97.94 42500 | 1 0.01 97.95 42850 | 1 0.01 97.96 43020 | 1 0.01 97.97 43950 | 1 0.01 97.98 44370 | 1 0.01 97.99 44520 | 1 0.01 98.00 44760 | 1 0.01 98.01 45680 | 1 0.01 98.02 46460 | 1 0.01 98.03 47150 | 1 0.01 98.04 47210 | 1 0.01 98.05 48420 | 1 0.01 98.06 48600 | 1 0.01 98.07 48920 | 1 0.01 98.08 49700 | 1 0.01 98.09 50910 | 1 0.01 98.10 51250 | 1 0.01 98.11 52250 | 1 0.01 98.12 52470 | 1 0.01 98.13 53050 | 1 0.01 98.14 53800 | 1 0.01 98.15 54000 | 1 0.01 98.16 56110 | 1 0.01 98.17 56700 | 1 0.01 98.18 57140 | 1 0.01 98.19 57630 | 1 0.01 98.20 57820 | 1 0.01 98.21 58210 | 1 0.01 98.22 59850 | 1 0.01 98.23 60220 | 1 0.01 98.24 61130 | 1 0.01 98.25 61970 | 1 0.01 98.26 62050 | 1 0.01 98.27 66440 | 1 0.01 98.28 66560 | 1 0.01 98.29 67110 | 1 0.01 98.30 67360 | 1 0.01 98.31 67430 | 1 0.01 98.32 69000 | 1 0.01 98.33 69450 | 1 0.01 98.34 69820 | 1 0.01 98.35 70370 | 1 0.01 98.36 71560 | 1 0.01 98.37 74200 | 1 0.01 98.38 74440 | 1 0.01 98.39 75990 | 1 0.01 98.40 77180 | 1 0.01 98.41 77800 | 1 0.01 98.42 78000 | 1 0.01 98.43 78340 | 1 0.01 98.44 79060 | 1 0.01 98.45 80100 | 1 0.01 98.46 80560 | 1 0.01 98.47 81690 | 1 0.01 98.48 83370 | 1 0.01 98.49 83790 | 1 0.01 98.50 84090 | 1 0.01 98.51 85460 | 1 0.01 98.52 85970 | 1 0.01 98.53 86320 | 1 0.01 98.54 86680 | 1 0.01 98.55 87930 | 1 0.01 98.56 88200 | 1 0.01 98.57 88530 | 1 0.01 98.58 88940 | 1 0.01 98.59 90080 | 1 0.01 98.60 91960 | 1 0.01 98.61 94950 | 1 0.01 98.62 95530 | 1 0.01 98.63 95830 | 1 0.01 98.64 96140 | 1 0.01 98.65 98820 | 1 0.01 98.66 99390 | 1 0.01 98.67 100110 | 1 0.01 98.68 102670 | 1 0.01 98.69 103560 | 1 0.01 98.70 105170 | 1 0.01 98.71 105330 | 1 0.01 98.72 105900 | 1 0.01 98.73 108880 | 1 0.01 98.74 110990 | 1 0.01 98.75 111610 | 1 0.01 98.76 111720 | 1 0.01 98.77 113030 | 1 0.01 98.78 114100 | 1 0.01 98.79 114750 | 1 0.01 98.80 115540 | 1 0.01 98.81 115620 | 1 0.01 98.82 116690 | 1 0.01 98.83 117210 | 1 0.01 98.84 118660 | 1 0.01 98.85 123690 | 1 0.01 98.86 124090 | 1 0.01 98.87 124450 | 1 0.01 98.88 124530 | 1 0.01 98.89 126670 | 1 0.01 98.90 127790 | 1 0.01 98.91 128300 | 1 0.01 98.92 130460 | 1 0.01 98.93 131100 | 1 0.01 98.94 132760 | 1 0.01 98.95 133270 | 1 0.01 98.96 134200 | 1 0.01 98.97 134830 | 1 0.01 98.98 135130 | 1 0.01 98.99 135520 | 1 0.01 99.00 135950 | 1 0.01 99.01 141440 | 1 0.01 99.02 142270 | 1 0.01 99.03 144350 | 1 0.01 99.04 145330 | 1 0.01 99.05 148220 | 1 0.01 99.06 152000 | 1 0.01 99.07 154120 | 1 0.01 99.08 154150 | 1 0.01 99.09 154360 | 1 0.01 99.10 155550 | 1 0.01 99.11 157670 | 1 0.01 99.12 161160 | 1 0.01 99.13 163540 | 1 0.01 99.14 164050 | 1 0.01 99.15 166850 | 1 0.01 99.16 168380 | 1 0.01 99.17 168880 | 1 0.01 99.18 169370 | 1 0.01 99.19 172930 | 1 0.01 99.20 176650 | 1 0.01 99.21 177580 | 1 0.01 99.22 178660 | 1 0.01 99.23 188090 | 1 0.01 99.24 188210 | 1 0.01 99.25 189940 | 1 0.01 99.26 192400 | 1 0.01 99.27 200120 | 1 0.01 99.28 203360 | 1 0.01 99.29 204430 | 1 0.01 99.30 210240 | 1 0.01 99.31 210430 | 1 0.01 99.32 215580 | 1 0.01 99.33 216570 | 1 0.01 99.34 218380 | 1 0.01 99.35 218550 | 1 0.01 99.36 221460 | 1 0.01 99.37 222560 | 1 0.01 99.38 227020 | 1 0.01 99.39 229330 | 1 0.01 99.40 231780 | 1 0.01 99.41 233940 | 1 0.01 99.42 235310 | 1 0.01 99.43 235320 | 1 0.01 99.44 237140 | 1 0.01 99.45 239610 | 1 0.01 99.46 243620 | 1 0.01 99.47 244460 | 1 0.01 99.48 245120 | 1 0.01 99.49 245740 | 1 0.01 99.50 249520 | 1 0.01 99.51 249530 | 1 0.01 99.52 251010 | 1 0.01 99.53 259760 | 1 0.01 99.54 262860 | 1 0.01 99.55 271860 | 1 0.01 99.56 278950 | 1 0.01 99.57 283590 | 1 0.01 99.58 284910 | 1 0.01 99.59 286450 | 1 0.01 99.60 287490 | 1 0.01 99.61 293450 | 1 0.01 99.62 294630 | 1 0.01 99.63 294880 | 1 0.01 99.64 299220 | 1 0.01 99.65 305680 | 1 0.01 99.66 311080 | 1 0.01 99.67 324380 | 1 0.01 99.68 325760 | 1 0.01 99.69 341010 | 1 0.01 99.70 358980 | 1 0.01 99.71 400730 | 1 0.01 99.72 408140 | 1 0.01 99.73 409980 | 1 0.01 99.74 410620 | 1 0.01 99.75 412450 | 1 0.01 99.76 416800 | 1 0.01 99.77 434450 | 1 0.01 99.78 440290 | 1 0.01 99.79 440910 | 1 0.01 99.80 444120 | 1 0.01 99.81 446450 | 1 0.01 99.82 494270 | 1 0.01 99.83 501960 | 1 0.01 99.84 507210 | 1 0.01 99.85 509920 | 1 0.01 99.86 524140 | 1 0.01 99.87 539440 | 1 0.01 99.88 559620 | 1 0.01 99.89 572650 | 1 0.01 99.90 589980 | 1 0.01 99.91 604590 | 1 0.01 99.92 623640 | 1 0.01 99.93 813270 | 1 0.01 99.94 860800 | 1 0.01 99.95 934460 | 1 0.01 99.96 954200 | 1 0.01 99.97 1072200 | 1 0.01 99.98 1118310 | 1 0.01 99.99 2034510 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018