Frequencies for first 10,000 rows of n19300 variable in zipcode2016 dataset : Number of | returns | with | mortgage | interest | paid | Schedule | A:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,645 26.45 26.45 20 | 457 4.57 31.02 30 | 808 8.08 39.10 40 | 639 6.39 45.49 50 | 427 4.27 49.76 60 | 363 3.63 53.39 70 | 290 2.90 56.29 80 | 282 2.82 59.11 90 | 216 2.16 61.27 100 | 184 1.84 63.11 110 | 183 1.83 64.94 120 | 157 1.57 66.51 130 | 135 1.35 67.86 140 | 121 1.21 69.07 150 | 130 1.30 70.37 160 | 108 1.08 71.45 170 | 87 0.87 72.32 180 | 90 0.90 73.22 190 | 73 0.73 73.95 200 | 81 0.81 74.76 210 | 78 0.78 75.54 220 | 73 0.73 76.27 230 | 79 0.79 77.06 240 | 66 0.66 77.72 250 | 63 0.63 78.35 260 | 55 0.55 78.90 270 | 58 0.58 79.48 280 | 46 0.46 79.94 290 | 40 0.40 80.34 300 | 51 0.51 80.85 310 | 47 0.47 81.32 320 | 51 0.51 81.83 330 | 54 0.54 82.37 340 | 39 0.39 82.76 350 | 38 0.38 83.14 360 | 43 0.43 83.57 370 | 33 0.33 83.90 380 | 30 0.30 84.20 390 | 37 0.37 84.57 400 | 42 0.42 84.99 410 | 35 0.35 85.34 420 | 26 0.26 85.60 430 | 29 0.29 85.89 440 | 24 0.24 86.13 450 | 26 0.26 86.39 460 | 24 0.24 86.63 470 | 22 0.22 86.85 480 | 21 0.21 87.06 490 | 28 0.28 87.34 500 | 30 0.30 87.64 510 | 21 0.21 87.85 520 | 24 0.24 88.09 530 | 21 0.21 88.30 540 | 19 0.19 88.49 550 | 25 0.25 88.74 560 | 22 0.22 88.96 570 | 18 0.18 89.14 580 | 35 0.35 89.49 590 | 26 0.26 89.75 600 | 18 0.18 89.93 610 | 15 0.15 90.08 620 | 8 0.08 90.16 630 | 13 0.13 90.29 640 | 21 0.21 90.50 650 | 13 0.13 90.63 660 | 16 0.16 90.79 670 | 14 0.14 90.93 680 | 11 0.11 91.04 690 | 17 0.17 91.21 700 | 10 0.10 91.31 710 | 12 0.12 91.43 720 | 13 0.13 91.56 730 | 8 0.08 91.64 740 | 11 0.11 91.75 750 | 8 0.08 91.83 760 | 19 0.19 92.02 770 | 4 0.04 92.06 780 | 8 0.08 92.14 790 | 8 0.08 92.22 800 | 4 0.04 92.26 810 | 5 0.05 92.31 820 | 12 0.12 92.43 830 | 5 0.05 92.48 840 | 12 0.12 92.60 850 | 8 0.08 92.68 860 | 7 0.07 92.75 870 | 10 0.10 92.85 880 | 8 0.08 92.93 890 | 10 0.10 93.03 900 | 8 0.08 93.11 910 | 8 0.08 93.19 920 | 4 0.04 93.23 930 | 6 0.06 93.29 940 | 7 0.07 93.36 950 | 7 0.07 93.43 960 | 5 0.05 93.48 970 | 5 0.05 93.53 980 | 3 0.03 93.56 990 | 7 0.07 93.63 1000 | 11 0.11 93.74 1010 | 6 0.06 93.80 1020 | 9 0.09 93.89 1030 | 5 0.05 93.94 1040 | 5 0.05 93.99 1050 | 4 0.04 94.03 1060 | 6 0.06 94.09 1070 | 8 0.08 94.17 1080 | 6 0.06 94.23 1090 | 4 0.04 94.27 1100 | 2 0.02 94.29 1110 | 5 0.05 94.34 1120 | 5 0.05 94.39 1130 | 8 0.08 94.47 1140 | 4 0.04 94.51 1150 | 8 0.08 94.59 1160 | 4 0.04 94.63 1170 | 8 0.08 94.71 1180 | 4 0.04 94.75 1190 | 1 0.01 94.76 1200 | 5 0.05 94.81 1210 | 4 0.04 94.85 1220 | 5 0.05 94.90 1230 | 1 0.01 94.91 1250 | 1 0.01 94.92 1260 | 3 0.03 94.95 1270 | 6 0.06 95.01 1280 | 5 0.05 95.06 1290 | 3 0.03 95.09 1300 | 2 0.02 95.11 1310 | 3 0.03 95.14 1320 | 5 0.05 95.19 1330 | 4 0.04 95.23 1340 | 3 0.03 95.26 1350 | 5 0.05 95.31 1360 | 3 0.03 95.34 1370 | 1 0.01 95.35 1380 | 5 0.05 95.40 1390 | 1 0.01 95.41 1400 | 1 0.01 95.42 1410 | 5 0.05 95.47 1420 | 3 0.03 95.50 1430 | 2 0.02 95.52 1440 | 3 0.03 95.55 1450 | 1 0.01 95.56 1460 | 3 0.03 95.59 1470 | 2 0.02 95.61 1480 | 4 0.04 95.65 1490 | 4 0.04 95.69 1500 | 4 0.04 95.73 1510 | 1 0.01 95.74 1520 | 3 0.03 95.77 1530 | 3 0.03 95.80 1540 | 2 0.02 95.82 1560 | 1 0.01 95.83 1570 | 1 0.01 95.84 1580 | 1 0.01 95.85 1590 | 2 0.02 95.87 1610 | 3 0.03 95.90 1630 | 3 0.03 95.93 1640 | 1 0.01 95.94 1650 | 2 0.02 95.96 1660 | 2 0.02 95.98 1670 | 1 0.01 95.99 1690 | 3 0.03 96.02 1720 | 3 0.03 96.05 1730 | 1 0.01 96.06 1740 | 1 0.01 96.07 1750 | 1 0.01 96.08 1770 | 1 0.01 96.09 1780 | 1 0.01 96.10 1790 | 1 0.01 96.11 1800 | 1 0.01 96.12 1820 | 4 0.04 96.16 1830 | 3 0.03 96.19 1850 | 1 0.01 96.20 1870 | 2 0.02 96.22 1880 | 2 0.02 96.24 1900 | 2 0.02 96.26 1910 | 1 0.01 96.27 1930 | 1 0.01 96.28 1940 | 3 0.03 96.31 1960 | 2 0.02 96.33 1970 | 1 0.01 96.34 1980 | 1 0.01 96.35 1990 | 1 0.01 96.36 2000 | 2 0.02 96.38 2010 | 1 0.01 96.39 2040 | 4 0.04 96.43 2050 | 1 0.01 96.44 2080 | 1 0.01 96.45 2090 | 1 0.01 96.46 2100 | 1 0.01 96.47 2110 | 2 0.02 96.49 2120 | 1 0.01 96.50 2130 | 1 0.01 96.51 2140 | 1 0.01 96.52 2150 | 2 0.02 96.54 2160 | 2 0.02 96.56 2180 | 1 0.01 96.57 2190 | 1 0.01 96.58 2210 | 3 0.03 96.61 2230 | 3 0.03 96.64 2270 | 1 0.01 96.65 2340 | 2 0.02 96.67 2350 | 1 0.01 96.68 2400 | 1 0.01 96.69 2410 | 1 0.01 96.70 2430 | 2 0.02 96.72 2460 | 1 0.01 96.73 2470 | 1 0.01 96.74 2480 | 1 0.01 96.75 2490 | 1 0.01 96.76 2500 | 2 0.02 96.78 2510 | 1 0.01 96.79 2590 | 1 0.01 96.80 2600 | 2 0.02 96.82 2610 | 1 0.01 96.83 2640 | 2 0.02 96.85 2700 | 1 0.01 96.86 2770 | 1 0.01 96.87 2780 | 1 0.01 96.88 2790 | 1 0.01 96.89 2800 | 1 0.01 96.90 2840 | 2 0.02 96.92 2960 | 1 0.01 96.93 2980 | 1 0.01 96.94 2990 | 1 0.01 96.95 3010 | 1 0.01 96.96 3060 | 1 0.01 96.97 3090 | 1 0.01 96.98 3120 | 1 0.01 96.99 3460 | 1 0.01 97.00 4170 | 1 0.01 97.01 4580 | 1 0.01 97.02 4780 | 1 0.01 97.03 5160 | 1 0.01 97.04 5440 | 1 0.01 97.05 5560 | 2 0.02 97.07 6230 | 1 0.01 97.08 6300 | 1 0.01 97.09 6310 | 1 0.01 97.10 6340 | 1 0.01 97.11 6400 | 1 0.01 97.12 6460 | 1 0.01 97.13 6530 | 1 0.01 97.14 6540 | 1 0.01 97.15 7000 | 1 0.01 97.16 7150 | 1 0.01 97.17 7170 | 1 0.01 97.18 7650 | 1 0.01 97.19 8030 | 1 0.01 97.20 8260 | 1 0.01 97.21 8700 | 1 0.01 97.22 8720 | 1 0.01 97.23 8750 | 1 0.01 97.24 9090 | 1 0.01 97.25 9140 | 1 0.01 97.26 9160 | 1 0.01 97.27 9180 | 1 0.01 97.28 9210 | 1 0.01 97.29 9280 | 1 0.01 97.30 9390 | 1 0.01 97.31 9440 | 1 0.01 97.32 9590 | 1 0.01 97.33 10520 | 1 0.01 97.34 10780 | 1 0.01 97.35 11070 | 1 0.01 97.36 11250 | 1 0.01 97.37 11260 | 1 0.01 97.38 11430 | 1 0.01 97.39 11540 | 1 0.01 97.40 12190 | 1 0.01 97.41 12730 | 1 0.01 97.42 13790 | 1 0.01 97.43 13810 | 1 0.01 97.44 14200 | 1 0.01 97.45 14220 | 1 0.01 97.46 14460 | 1 0.01 97.47 14910 | 1 0.01 97.48 15200 | 1 0.01 97.49 15500 | 1 0.01 97.50 15590 | 1 0.01 97.51 15950 | 1 0.01 97.52 16020 | 1 0.01 97.53 16230 | 1 0.01 97.54 16450 | 1 0.01 97.55 16660 | 1 0.01 97.56 16890 | 1 0.01 97.57 17070 | 1 0.01 97.58 17100 | 1 0.01 97.59 17350 | 1 0.01 97.60 17890 | 1 0.01 97.61 19090 | 1 0.01 97.62 19680 | 1 0.01 97.63 20160 | 1 0.01 97.64 20450 | 1 0.01 97.65 20560 | 1 0.01 97.66 20770 | 1 0.01 97.67 20790 | 1 0.01 97.68 20950 | 1 0.01 97.69 21040 | 1 0.01 97.70 21540 | 1 0.01 97.71 21780 | 1 0.01 97.72 22110 | 1 0.01 97.73 22610 | 1 0.01 97.74 22710 | 1 0.01 97.75 23180 | 1 0.01 97.76 23400 | 1 0.01 97.77 24020 | 1 0.01 97.78 24090 | 2 0.02 97.80 24250 | 1 0.01 97.81 24610 | 1 0.01 97.82 24780 | 1 0.01 97.83 24810 | 1 0.01 97.84 25180 | 1 0.01 97.85 25260 | 1 0.01 97.86 25450 | 1 0.01 97.87 25490 | 1 0.01 97.88 25970 | 1 0.01 97.89 26210 | 1 0.01 97.90 26430 | 1 0.01 97.91 26580 | 1 0.01 97.92 26890 | 1 0.01 97.93 27050 | 1 0.01 97.94 28020 | 1 0.01 97.95 28260 | 1 0.01 97.96 28430 | 1 0.01 97.97 28850 | 1 0.01 97.98 29840 | 1 0.01 97.99 29900 | 1 0.01 98.00 30750 | 1 0.01 98.01 30950 | 1 0.01 98.02 31110 | 1 0.01 98.03 31300 | 1 0.01 98.04 31310 | 1 0.01 98.05 31750 | 1 0.01 98.06 31840 | 1 0.01 98.07 32790 | 1 0.01 98.08 32950 | 1 0.01 98.09 33580 | 1 0.01 98.10 33750 | 1 0.01 98.11 34080 | 1 0.01 98.12 34300 | 1 0.01 98.13 35000 | 1 0.01 98.14 35160 | 1 0.01 98.15 36580 | 1 0.01 98.16 37160 | 1 0.01 98.17 37370 | 1 0.01 98.18 37570 | 1 0.01 98.19 37640 | 1 0.01 98.20 39550 | 1 0.01 98.21 40000 | 1 0.01 98.22 40150 | 1 0.01 98.23 40190 | 1 0.01 98.24 41540 | 1 0.01 98.25 41670 | 1 0.01 98.26 41900 | 1 0.01 98.27 42890 | 1 0.01 98.28 43260 | 1 0.01 98.29 43530 | 1 0.01 98.30 44850 | 1 0.01 98.31 46210 | 1 0.01 98.32 46240 | 1 0.01 98.33 46600 | 1 0.01 98.34 46750 | 1 0.01 98.35 47560 | 1 0.01 98.36 47650 | 1 0.01 98.37 48870 | 1 0.01 98.38 49320 | 1 0.01 98.39 49660 | 1 0.01 98.40 51110 | 1 0.01 98.41 51540 | 1 0.01 98.42 51890 | 1 0.01 98.43 52040 | 1 0.01 98.44 53240 | 1 0.01 98.45 54500 | 1 0.01 98.46 55060 | 1 0.01 98.47 55230 | 1 0.01 98.48 56760 | 1 0.01 98.49 56840 | 1 0.01 98.50 57330 | 1 0.01 98.51 57370 | 1 0.01 98.52 58160 | 1 0.01 98.53 58570 | 1 0.01 98.54 59390 | 1 0.01 98.55 60550 | 1 0.01 98.56 60820 | 1 0.01 98.57 61810 | 1 0.01 98.58 62760 | 1 0.01 98.59 63380 | 1 0.01 98.60 63970 | 1 0.01 98.61 64200 | 1 0.01 98.62 67160 | 1 0.01 98.63 67250 | 1 0.01 98.64 68130 | 1 0.01 98.65 68300 | 1 0.01 98.66 69840 | 1 0.01 98.67 69940 | 1 0.01 98.68 70220 | 1 0.01 98.69 70980 | 1 0.01 98.70 71760 | 1 0.01 98.71 72100 | 1 0.01 98.72 73270 | 1 0.01 98.73 74480 | 1 0.01 98.74 75600 | 1 0.01 98.75 76930 | 1 0.01 98.76 77460 | 1 0.01 98.77 81220 | 1 0.01 98.78 81380 | 1 0.01 98.79 83200 | 1 0.01 98.80 83430 | 1 0.01 98.81 83500 | 1 0.01 98.82 84070 | 1 0.01 98.83 84410 | 1 0.01 98.84 84470 | 1 0.01 98.85 85610 | 1 0.01 98.86 86480 | 1 0.01 98.87 86770 | 1 0.01 98.88 87910 | 1 0.01 98.89 92970 | 1 0.01 98.90 93620 | 1 0.01 98.91 93730 | 1 0.01 98.92 95700 | 1 0.01 98.93 96110 | 1 0.01 98.94 96740 | 1 0.01 98.95 96960 | 1 0.01 98.96 97240 | 1 0.01 98.97 97370 | 1 0.01 98.98 97400 | 1 0.01 98.99 98920 | 1 0.01 99.00 100530 | 1 0.01 99.01 103760 | 1 0.01 99.02 105940 | 1 0.01 99.03 108990 | 1 0.01 99.04 109300 | 1 0.01 99.05 112190 | 1 0.01 99.06 115430 | 1 0.01 99.07 115750 | 1 0.01 99.08 117080 | 1 0.01 99.09 119010 | 1 0.01 99.10 119220 | 1 0.01 99.11 119270 | 1 0.01 99.12 120850 | 1 0.01 99.13 120960 | 1 0.01 99.14 122870 | 1 0.01 99.15 123570 | 1 0.01 99.16 124970 | 1 0.01 99.17 126680 | 1 0.01 99.18 126810 | 1 0.01 99.19 128330 | 1 0.01 99.20 128400 | 1 0.01 99.21 129440 | 1 0.01 99.22 130320 | 1 0.01 99.23 137340 | 1 0.01 99.24 138240 | 1 0.01 99.25 139220 | 1 0.01 99.26 139650 | 1 0.01 99.27 140060 | 1 0.01 99.28 140550 | 1 0.01 99.29 141370 | 1 0.01 99.30 143920 | 1 0.01 99.31 148050 | 1 0.01 99.32 151240 | 1 0.01 99.33 158150 | 1 0.01 99.34 159320 | 1 0.01 99.35 159400 | 1 0.01 99.36 159540 | 1 0.01 99.37 162030 | 1 0.01 99.38 163650 | 1 0.01 99.39 163770 | 1 0.01 99.40 166700 | 1 0.01 99.41 166900 | 1 0.01 99.42 173960 | 1 0.01 99.43 174780 | 1 0.01 99.44 175920 | 1 0.01 99.45 176440 | 1 0.01 99.46 177930 | 1 0.01 99.47 181020 | 1 0.01 99.48 183640 | 1 0.01 99.49 185500 | 1 0.01 99.50 189760 | 1 0.01 99.51 190370 | 1 0.01 99.52 195490 | 1 0.01 99.53 197440 | 1 0.01 99.54 198970 | 1 0.01 99.55 199490 | 1 0.01 99.56 202400 | 1 0.01 99.57 203860 | 1 0.01 99.58 212260 | 1 0.01 99.59 212320 | 1 0.01 99.60 218610 | 1 0.01 99.61 222610 | 1 0.01 99.62 226950 | 1 0.01 99.63 227010 | 1 0.01 99.64 230810 | 1 0.01 99.65 230820 | 1 0.01 99.66 232520 | 1 0.01 99.67 235300 | 1 0.01 99.68 247150 | 1 0.01 99.69 249350 | 1 0.01 99.70 249430 | 1 0.01 99.71 251210 | 1 0.01 99.72 255830 | 1 0.01 99.73 278530 | 1 0.01 99.74 285910 | 1 0.01 99.75 301580 | 1 0.01 99.76 303860 | 1 0.01 99.77 310980 | 1 0.01 99.78 312260 | 1 0.01 99.79 335920 | 1 0.01 99.80 339010 | 1 0.01 99.81 343570 | 1 0.01 99.82 344050 | 1 0.01 99.83 352680 | 1 0.01 99.84 353870 | 1 0.01 99.85 359650 | 1 0.01 99.86 362680 | 1 0.01 99.87 374880 | 1 0.01 99.88 424500 | 1 0.01 99.89 451630 | 1 0.01 99.90 468330 | 1 0.01 99.91 479550 | 1 0.01 99.92 492060 | 1 0.01 99.93 513120 | 1 0.01 99.94 646560 | 1 0.01 99.95 648050 | 1 0.01 99.96 713530 | 1 0.01 99.97 716670 | 1 0.01 99.98 835650 | 1 0.01 99.99 1492470 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018