Frequencies for first 10,000 rows of n19300 variable in zipcode2012 dataset : Number of | returns | with | mortgage | interest | paid | Schedule | A:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,140 21.40 21.40 20 | 383 3.83 25.23 30 | 714 7.14 32.37 40 | 647 6.47 38.84 50 | 448 4.48 43.32 60 | 343 3.43 46.75 70 | 280 2.80 49.55 80 | 281 2.81 52.36 90 | 246 2.46 54.82 100 | 214 2.14 56.96 110 | 216 2.16 59.12 120 | 170 1.70 60.82 130 | 154 1.54 62.36 140 | 145 1.45 63.81 150 | 131 1.31 65.12 160 | 127 1.27 66.39 170 | 120 1.20 67.59 180 | 94 0.94 68.53 190 | 97 0.97 69.50 200 | 79 0.79 70.29 210 | 107 1.07 71.36 220 | 85 0.85 72.21 230 | 73 0.73 72.94 240 | 68 0.68 73.62 250 | 43 0.43 74.05 260 | 59 0.59 74.64 270 | 71 0.71 75.35 280 | 67 0.67 76.02 290 | 63 0.63 76.65 300 | 70 0.70 77.35 310 | 61 0.61 77.96 320 | 60 0.60 78.56 330 | 55 0.55 79.11 340 | 42 0.42 79.53 350 | 45 0.45 79.98 360 | 38 0.38 80.36 370 | 44 0.44 80.80 380 | 35 0.35 81.15 390 | 36 0.36 81.51 400 | 45 0.45 81.96 410 | 48 0.48 82.44 420 | 33 0.33 82.77 430 | 30 0.30 83.07 440 | 39 0.39 83.46 450 | 41 0.41 83.87 460 | 38 0.38 84.25 470 | 41 0.41 84.66 480 | 27 0.27 84.93 490 | 29 0.29 85.22 500 | 32 0.32 85.54 510 | 24 0.24 85.78 520 | 23 0.23 86.01 530 | 34 0.34 86.35 540 | 31 0.31 86.66 550 | 33 0.33 86.99 560 | 32 0.32 87.31 570 | 21 0.21 87.52 580 | 24 0.24 87.76 590 | 20 0.20 87.96 600 | 17 0.17 88.13 610 | 21 0.21 88.34 620 | 21 0.21 88.55 630 | 16 0.16 88.71 640 | 17 0.17 88.88 650 | 20 0.20 89.08 660 | 31 0.31 89.39 670 | 20 0.20 89.59 680 | 10 0.10 89.69 690 | 12 0.12 89.81 700 | 17 0.17 89.98 710 | 11 0.11 90.09 720 | 19 0.19 90.28 730 | 15 0.15 90.43 740 | 13 0.13 90.56 750 | 13 0.13 90.69 760 | 16 0.16 90.85 770 | 19 0.19 91.04 780 | 12 0.12 91.16 790 | 5 0.05 91.21 800 | 10 0.10 91.31 810 | 13 0.13 91.44 820 | 11 0.11 91.55 830 | 18 0.18 91.73 840 | 13 0.13 91.86 850 | 9 0.09 91.95 860 | 13 0.13 92.08 870 | 13 0.13 92.21 880 | 11 0.11 92.32 890 | 8 0.08 92.40 900 | 8 0.08 92.48 910 | 7 0.07 92.55 920 | 10 0.10 92.65 930 | 6 0.06 92.71 940 | 12 0.12 92.83 950 | 4 0.04 92.87 960 | 7 0.07 92.94 970 | 9 0.09 93.03 980 | 13 0.13 93.16 990 | 6 0.06 93.22 1000 | 5 0.05 93.27 1010 | 8 0.08 93.35 1020 | 11 0.11 93.46 1030 | 8 0.08 93.54 1040 | 5 0.05 93.59 1050 | 8 0.08 93.67 1060 | 7 0.07 93.74 1070 | 6 0.06 93.80 1080 | 5 0.05 93.85 1090 | 5 0.05 93.90 1100 | 11 0.11 94.01 1110 | 8 0.08 94.09 1120 | 11 0.11 94.20 1130 | 6 0.06 94.26 1140 | 6 0.06 94.32 1150 | 3 0.03 94.35 1160 | 4 0.04 94.39 1170 | 8 0.08 94.47 1180 | 4 0.04 94.51 1190 | 3 0.03 94.54 1210 | 1 0.01 94.55 1220 | 6 0.06 94.61 1230 | 8 0.08 94.69 1240 | 4 0.04 94.73 1250 | 4 0.04 94.77 1260 | 2 0.02 94.79 1270 | 3 0.03 94.82 1280 | 4 0.04 94.86 1290 | 9 0.09 94.95 1300 | 3 0.03 94.98 1310 | 9 0.09 95.07 1320 | 4 0.04 95.11 1330 | 3 0.03 95.14 1340 | 4 0.04 95.18 1350 | 3 0.03 95.21 1360 | 2 0.02 95.23 1370 | 4 0.04 95.27 1380 | 4 0.04 95.31 1390 | 9 0.09 95.40 1400 | 3 0.03 95.43 1410 | 1 0.01 95.44 1420 | 1 0.01 95.45 1430 | 2 0.02 95.47 1440 | 6 0.06 95.53 1450 | 3 0.03 95.56 1470 | 3 0.03 95.59 1480 | 1 0.01 95.60 1490 | 3 0.03 95.63 1500 | 4 0.04 95.67 1510 | 4 0.04 95.71 1520 | 2 0.02 95.73 1530 | 6 0.06 95.79 1540 | 2 0.02 95.81 1550 | 4 0.04 95.85 1560 | 4 0.04 95.89 1570 | 5 0.05 95.94 1590 | 1 0.01 95.95 1600 | 2 0.02 95.97 1620 | 3 0.03 96.00 1640 | 1 0.01 96.01 1650 | 2 0.02 96.03 1670 | 1 0.01 96.04 1690 | 2 0.02 96.06 1710 | 2 0.02 96.08 1720 | 3 0.03 96.11 1780 | 1 0.01 96.12 1790 | 3 0.03 96.15 1800 | 1 0.01 96.16 1810 | 2 0.02 96.18 1820 | 2 0.02 96.20 1830 | 1 0.01 96.21 1850 | 2 0.02 96.23 1860 | 1 0.01 96.24 1870 | 4 0.04 96.28 1900 | 1 0.01 96.29 1920 | 1 0.01 96.30 1930 | 2 0.02 96.32 1940 | 2 0.02 96.34 1960 | 3 0.03 96.37 1980 | 1 0.01 96.38 1990 | 2 0.02 96.40 2000 | 2 0.02 96.42 2010 | 3 0.03 96.45 2020 | 1 0.01 96.46 2030 | 2 0.02 96.48 2040 | 2 0.02 96.50 2050 | 2 0.02 96.52 2070 | 1 0.01 96.53 2100 | 1 0.01 96.54 2130 | 1 0.01 96.55 2140 | 1 0.01 96.56 2150 | 1 0.01 96.57 2170 | 2 0.02 96.59 2190 | 1 0.01 96.60 2230 | 2 0.02 96.62 2240 | 1 0.01 96.63 2310 | 1 0.01 96.64 2320 | 1 0.01 96.65 2340 | 1 0.01 96.66 2350 | 1 0.01 96.67 2400 | 1 0.01 96.68 2410 | 1 0.01 96.69 2420 | 1 0.01 96.70 2440 | 1 0.01 96.71 2480 | 2 0.02 96.73 2490 | 3 0.03 96.76 2500 | 2 0.02 96.78 2590 | 1 0.01 96.79 2600 | 1 0.01 96.80 2630 | 1 0.01 96.81 2660 | 1 0.01 96.82 2680 | 1 0.01 96.83 2730 | 1 0.01 96.84 2740 | 1 0.01 96.85 2760 | 2 0.02 96.87 2780 | 1 0.01 96.88 2800 | 1 0.01 96.89 2830 | 1 0.01 96.90 2880 | 1 0.01 96.91 2900 | 1 0.01 96.92 2960 | 1 0.01 96.93 3080 | 1 0.01 96.94 3170 | 1 0.01 96.95 3240 | 1 0.01 96.96 3250 | 1 0.01 96.97 3500 | 1 0.01 96.98 3940 | 1 0.01 96.99 4160 | 1 0.01 97.00 4340 | 1 0.01 97.01 4410 | 1 0.01 97.02 5010 | 1 0.01 97.03 5540 | 1 0.01 97.04 6280 | 1 0.01 97.05 6580 | 1 0.01 97.06 6620 | 1 0.01 97.07 7050 | 1 0.01 97.08 7120 | 1 0.01 97.09 7820 | 1 0.01 97.10 7860 | 1 0.01 97.11 7950 | 1 0.01 97.12 8130 | 1 0.01 97.13 8310 | 1 0.01 97.14 8340 | 1 0.01 97.15 8440 | 1 0.01 97.16 8530 | 1 0.01 97.17 8710 | 1 0.01 97.18 9050 | 1 0.01 97.19 9110 | 1 0.01 97.20 9180 | 1 0.01 97.21 9720 | 1 0.01 97.22 9820 | 1 0.01 97.23 9900 | 1 0.01 97.24 10260 | 1 0.01 97.25 10450 | 1 0.01 97.26 10460 | 1 0.01 97.27 10580 | 1 0.01 97.28 10750 | 1 0.01 97.29 12130 | 1 0.01 97.30 12200 | 1 0.01 97.31 12290 | 1 0.01 97.32 12540 | 1 0.01 97.33 12600 | 1 0.01 97.34 12820 | 1 0.01 97.35 12990 | 1 0.01 97.36 13120 | 1 0.01 97.37 13210 | 1 0.01 97.38 13420 | 1 0.01 97.39 13520 | 1 0.01 97.40 13790 | 2 0.02 97.42 14330 | 1 0.01 97.43 14520 | 1 0.01 97.44 14590 | 1 0.01 97.45 14730 | 1 0.01 97.46 15040 | 1 0.01 97.47 15250 | 1 0.01 97.48 15290 | 1 0.01 97.49 15700 | 1 0.01 97.50 15930 | 1 0.01 97.51 16250 | 1 0.01 97.52 16380 | 1 0.01 97.53 17200 | 1 0.01 97.54 17750 | 1 0.01 97.55 18490 | 1 0.01 97.56 18910 | 1 0.01 97.57 19710 | 1 0.01 97.58 20080 | 1 0.01 97.59 20340 | 1 0.01 97.60 20680 | 1 0.01 97.61 20900 | 1 0.01 97.62 21440 | 1 0.01 97.63 21470 | 2 0.02 97.65 21740 | 1 0.01 97.66 21760 | 1 0.01 97.67 22670 | 1 0.01 97.68 22730 | 1 0.01 97.69 22770 | 1 0.01 97.70 22840 | 1 0.01 97.71 23180 | 1 0.01 97.72 24460 | 1 0.01 97.73 25200 | 1 0.01 97.74 26560 | 1 0.01 97.75 26610 | 1 0.01 97.76 26650 | 1 0.01 97.77 26710 | 1 0.01 97.78 26880 | 1 0.01 97.79 26900 | 1 0.01 97.80 27430 | 1 0.01 97.81 27610 | 1 0.01 97.82 27720 | 1 0.01 97.83 28320 | 1 0.01 97.84 28860 | 1 0.01 97.85 29160 | 1 0.01 97.86 29520 | 1 0.01 97.87 29740 | 1 0.01 97.88 30430 | 1 0.01 97.89 31110 | 1 0.01 97.90 31800 | 1 0.01 97.91 32040 | 1 0.01 97.92 32470 | 1 0.01 97.93 32510 | 1 0.01 97.94 32910 | 1 0.01 97.95 33130 | 1 0.01 97.96 33910 | 1 0.01 97.97 34000 | 1 0.01 97.98 35010 | 1 0.01 97.99 35670 | 1 0.01 98.00 35750 | 1 0.01 98.01 35810 | 1 0.01 98.02 35910 | 1 0.01 98.03 36230 | 1 0.01 98.04 36910 | 1 0.01 98.05 37250 | 1 0.01 98.06 37420 | 1 0.01 98.07 37770 | 1 0.01 98.08 37800 | 1 0.01 98.09 37830 | 1 0.01 98.10 38530 | 1 0.01 98.11 38590 | 1 0.01 98.12 38750 | 1 0.01 98.13 38820 | 1 0.01 98.14 39920 | 1 0.01 98.15 40260 | 1 0.01 98.16 40430 | 1 0.01 98.17 40680 | 1 0.01 98.18 41660 | 1 0.01 98.19 41770 | 1 0.01 98.20 42630 | 1 0.01 98.21 43270 | 1 0.01 98.22 43990 | 1 0.01 98.23 44650 | 1 0.01 98.24 44680 | 1 0.01 98.25 45240 | 1 0.01 98.26 47320 | 1 0.01 98.27 47680 | 1 0.01 98.28 47740 | 1 0.01 98.29 48060 | 1 0.01 98.30 48170 | 1 0.01 98.31 49150 | 1 0.01 98.32 49180 | 1 0.01 98.33 49580 | 1 0.01 98.34 49920 | 1 0.01 98.35 52230 | 1 0.01 98.36 53090 | 1 0.01 98.37 53580 | 1 0.01 98.38 54840 | 1 0.01 98.39 54980 | 1 0.01 98.40 55400 | 1 0.01 98.41 56210 | 1 0.01 98.42 56280 | 1 0.01 98.43 56620 | 1 0.01 98.44 56830 | 1 0.01 98.45 57410 | 1 0.01 98.46 58510 | 1 0.01 98.47 60320 | 1 0.01 98.48 60720 | 1 0.01 98.49 61070 | 1 0.01 98.50 62940 | 1 0.01 98.51 63110 | 1 0.01 98.52 64790 | 1 0.01 98.53 65220 | 1 0.01 98.54 65310 | 1 0.01 98.55 65770 | 1 0.01 98.56 68180 | 1 0.01 98.57 68900 | 1 0.01 98.58 69110 | 1 0.01 98.59 69160 | 1 0.01 98.60 69720 | 1 0.01 98.61 73680 | 1 0.01 98.62 75530 | 1 0.01 98.63 75680 | 1 0.01 98.64 77580 | 1 0.01 98.65 77620 | 1 0.01 98.66 78650 | 1 0.01 98.67 82680 | 1 0.01 98.68 82780 | 1 0.01 98.69 83250 | 1 0.01 98.70 84200 | 1 0.01 98.71 85770 | 1 0.01 98.72 87510 | 1 0.01 98.73 87520 | 1 0.01 98.74 87620 | 1 0.01 98.75 87780 | 1 0.01 98.76 88240 | 1 0.01 98.77 88690 | 1 0.01 98.78 89790 | 1 0.01 98.79 90600 | 1 0.01 98.80 90770 | 1 0.01 98.81 90970 | 1 0.01 98.82 95010 | 1 0.01 98.83 95660 | 1 0.01 98.84 95730 | 1 0.01 98.85 95930 | 1 0.01 98.86 98350 | 1 0.01 98.87 98600 | 1 0.01 98.88 99290 | 1 0.01 98.89 99620 | 1 0.01 98.90 99820 | 1 0.01 98.91 100080 | 1 0.01 98.92 100130 | 1 0.01 98.93 103770 | 1 0.01 98.94 104170 | 1 0.01 98.95 104490 | 1 0.01 98.96 106500 | 1 0.01 98.97 109260 | 1 0.01 98.98 109470 | 1 0.01 98.99 110470 | 1 0.01 99.00 112470 | 1 0.01 99.01 113550 | 1 0.01 99.02 113660 | 1 0.01 99.03 116090 | 1 0.01 99.04 116920 | 1 0.01 99.05 117000 | 1 0.01 99.06 117520 | 1 0.01 99.07 120050 | 1 0.01 99.08 122340 | 1 0.01 99.09 122550 | 1 0.01 99.10 122790 | 1 0.01 99.11 124590 | 1 0.01 99.12 125440 | 1 0.01 99.13 126990 | 1 0.01 99.14 127670 | 1 0.01 99.15 128950 | 1 0.01 99.16 131710 | 1 0.01 99.17 133090 | 1 0.01 99.18 134110 | 1 0.01 99.19 137760 | 1 0.01 99.20 139180 | 1 0.01 99.21 142000 | 1 0.01 99.22 143460 | 1 0.01 99.23 149130 | 1 0.01 99.24 150320 | 1 0.01 99.25 151190 | 1 0.01 99.26 155030 | 1 0.01 99.27 155660 | 1 0.01 99.28 158030 | 1 0.01 99.29 159090 | 1 0.01 99.30 160490 | 1 0.01 99.31 160630 | 1 0.01 99.32 160860 | 1 0.01 99.33 164460 | 1 0.01 99.34 168450 | 1 0.01 99.35 170930 | 2 0.02 99.37 176580 | 1 0.01 99.38 178320 | 1 0.01 99.39 178650 | 1 0.01 99.40 180200 | 1 0.01 99.41 187850 | 1 0.01 99.42 190090 | 1 0.01 99.43 190190 | 1 0.01 99.44 195370 | 1 0.01 99.45 198500 | 1 0.01 99.46 199740 | 1 0.01 99.47 200420 | 1 0.01 99.48 201690 | 1 0.01 99.49 203790 | 1 0.01 99.50 208920 | 1 0.01 99.51 209600 | 1 0.01 99.52 209940 | 1 0.01 99.53 211940 | 1 0.01 99.54 215700 | 1 0.01 99.55 216750 | 1 0.01 99.56 217720 | 1 0.01 99.57 225110 | 1 0.01 99.58 227290 | 1 0.01 99.59 230380 | 1 0.01 99.60 231100 | 1 0.01 99.61 236760 | 1 0.01 99.62 243500 | 1 0.01 99.63 250500 | 1 0.01 99.64 253770 | 1 0.01 99.65 264830 | 1 0.01 99.66 268050 | 1 0.01 99.67 281190 | 1 0.01 99.68 282380 | 1 0.01 99.69 283920 | 1 0.01 99.70 284780 | 1 0.01 99.71 285320 | 1 0.01 99.72 288030 | 1 0.01 99.73 289600 | 1 0.01 99.74 302330 | 1 0.01 99.75 303330 | 1 0.01 99.76 310590 | 1 0.01 99.77 311190 | 1 0.01 99.78 315010 | 1 0.01 99.79 315640 | 1 0.01 99.80 329040 | 1 0.01 99.81 338410 | 1 0.01 99.82 340030 | 1 0.01 99.83 341510 | 1 0.01 99.84 349950 | 1 0.01 99.85 352030 | 1 0.01 99.86 355020 | 1 0.01 99.87 373250 | 1 0.01 99.88 404520 | 1 0.01 99.89 418930 | 1 0.01 99.90 459350 | 1 0.01 99.91 465370 | 1 0.01 99.92 504820 | 1 0.01 99.93 609310 | 1 0.01 99.94 609490 | 1 0.01 99.95 666510 | 1 0.01 99.96 683610 | 1 0.01 99.97 692710 | 1 0.01 99.98 761680 | 1 0.01 99.99 1363310 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017