Frequencies for first 10,000 rows of n19700 variable in zipcode2015 dataset : Number of | returns | with | contributio | ns Schedule | A:19 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,329 23.29 23.29 20 | 404 4.04 27.33 30 | 703 7.03 34.36 40 | 643 6.43 40.79 50 | 450 4.50 45.29 60 | 339 3.39 48.68 70 | 283 2.83 51.51 80 | 252 2.52 54.03 90 | 218 2.18 56.21 100 | 207 2.07 58.28 110 | 175 1.75 60.03 120 | 173 1.73 61.76 130 | 146 1.46 63.22 140 | 126 1.26 64.48 150 | 132 1.32 65.80 160 | 104 1.04 66.84 170 | 121 1.21 68.05 180 | 95 0.95 69.00 190 | 86 0.86 69.86 200 | 88 0.88 70.74 210 | 83 0.83 71.57 220 | 83 0.83 72.40 230 | 84 0.84 73.24 240 | 68 0.68 73.92 250 | 68 0.68 74.60 260 | 53 0.53 75.13 270 | 69 0.69 75.82 280 | 65 0.65 76.47 290 | 54 0.54 77.01 300 | 55 0.55 77.56 310 | 66 0.66 78.22 320 | 51 0.51 78.73 330 | 61 0.61 79.34 340 | 43 0.43 79.77 350 | 46 0.46 80.23 360 | 45 0.45 80.68 370 | 39 0.39 81.07 380 | 41 0.41 81.48 390 | 37 0.37 81.85 400 | 33 0.33 82.18 410 | 35 0.35 82.53 420 | 33 0.33 82.86 430 | 46 0.46 83.32 440 | 19 0.19 83.51 450 | 40 0.40 83.91 460 | 34 0.34 84.25 470 | 31 0.31 84.56 480 | 40 0.40 84.96 490 | 31 0.31 85.27 500 | 35 0.35 85.62 510 | 31 0.31 85.93 520 | 21 0.21 86.14 530 | 34 0.34 86.48 540 | 23 0.23 86.71 550 | 28 0.28 86.99 560 | 19 0.19 87.18 570 | 24 0.24 87.42 580 | 18 0.18 87.60 590 | 22 0.22 87.82 600 | 16 0.16 87.98 610 | 26 0.26 88.24 620 | 22 0.22 88.46 630 | 23 0.23 88.69 640 | 19 0.19 88.88 650 | 15 0.15 89.03 660 | 19 0.19 89.22 670 | 22 0.22 89.44 680 | 15 0.15 89.59 690 | 10 0.10 89.69 700 | 13 0.13 89.82 710 | 22 0.22 90.04 720 | 10 0.10 90.14 730 | 22 0.22 90.36 740 | 10 0.10 90.46 750 | 9 0.09 90.55 760 | 16 0.16 90.71 770 | 13 0.13 90.84 780 | 7 0.07 90.91 790 | 10 0.10 91.01 800 | 7 0.07 91.08 810 | 14 0.14 91.22 820 | 10 0.10 91.32 830 | 6 0.06 91.38 840 | 11 0.11 91.49 850 | 8 0.08 91.57 860 | 11 0.11 91.68 870 | 14 0.14 91.82 880 | 8 0.08 91.90 890 | 4 0.04 91.94 900 | 9 0.09 92.03 910 | 11 0.11 92.14 920 | 4 0.04 92.18 930 | 7 0.07 92.25 940 | 7 0.07 92.32 950 | 13 0.13 92.45 960 | 6 0.06 92.51 970 | 4 0.04 92.55 980 | 8 0.08 92.63 990 | 8 0.08 92.71 1000 | 10 0.10 92.81 1010 | 8 0.08 92.89 1020 | 11 0.11 93.00 1030 | 8 0.08 93.08 1040 | 7 0.07 93.15 1050 | 10 0.10 93.25 1060 | 4 0.04 93.29 1070 | 6 0.06 93.35 1080 | 9 0.09 93.44 1090 | 8 0.08 93.52 1100 | 6 0.06 93.58 1110 | 1 0.01 93.59 1120 | 3 0.03 93.62 1130 | 4 0.04 93.66 1140 | 5 0.05 93.71 1150 | 6 0.06 93.77 1160 | 8 0.08 93.85 1170 | 6 0.06 93.91 1180 | 4 0.04 93.95 1190 | 3 0.03 93.98 1200 | 4 0.04 94.02 1210 | 7 0.07 94.09 1220 | 1 0.01 94.10 1230 | 2 0.02 94.12 1240 | 5 0.05 94.17 1250 | 4 0.04 94.21 1260 | 6 0.06 94.27 1270 | 7 0.07 94.34 1280 | 8 0.08 94.42 1290 | 4 0.04 94.46 1300 | 4 0.04 94.50 1310 | 1 0.01 94.51 1320 | 5 0.05 94.56 1330 | 7 0.07 94.63 1340 | 4 0.04 94.67 1350 | 3 0.03 94.70 1360 | 3 0.03 94.73 1370 | 7 0.07 94.80 1380 | 3 0.03 94.83 1390 | 6 0.06 94.89 1400 | 2 0.02 94.91 1410 | 3 0.03 94.94 1420 | 5 0.05 94.99 1430 | 5 0.05 95.04 1440 | 3 0.03 95.07 1450 | 2 0.02 95.09 1460 | 5 0.05 95.14 1470 | 2 0.02 95.16 1480 | 2 0.02 95.18 1490 | 1 0.01 95.19 1500 | 2 0.02 95.21 1510 | 1 0.01 95.22 1520 | 4 0.04 95.26 1530 | 4 0.04 95.30 1540 | 4 0.04 95.34 1550 | 5 0.05 95.39 1560 | 4 0.04 95.43 1570 | 4 0.04 95.47 1580 | 3 0.03 95.50 1590 | 1 0.01 95.51 1610 | 1 0.01 95.52 1620 | 1 0.01 95.53 1630 | 3 0.03 95.56 1640 | 2 0.02 95.58 1650 | 1 0.01 95.59 1660 | 1 0.01 95.60 1670 | 1 0.01 95.61 1680 | 1 0.01 95.62 1710 | 3 0.03 95.65 1720 | 1 0.01 95.66 1730 | 2 0.02 95.68 1740 | 2 0.02 95.70 1750 | 3 0.03 95.73 1760 | 2 0.02 95.75 1770 | 2 0.02 95.77 1780 | 2 0.02 95.79 1790 | 1 0.01 95.80 1800 | 3 0.03 95.83 1820 | 1 0.01 95.84 1830 | 2 0.02 95.86 1860 | 1 0.01 95.87 1870 | 3 0.03 95.90 1880 | 1 0.01 95.91 1910 | 1 0.01 95.92 1920 | 2 0.02 95.94 1930 | 2 0.02 95.96 1940 | 1 0.01 95.97 1950 | 4 0.04 96.01 1970 | 1 0.01 96.02 1980 | 1 0.01 96.03 1990 | 2 0.02 96.05 2000 | 2 0.02 96.07 2010 | 2 0.02 96.09 2020 | 3 0.03 96.12 2030 | 1 0.01 96.13 2040 | 4 0.04 96.17 2050 | 1 0.01 96.18 2070 | 4 0.04 96.22 2090 | 1 0.01 96.23 2100 | 1 0.01 96.24 2120 | 2 0.02 96.26 2130 | 3 0.03 96.29 2140 | 3 0.03 96.32 2150 | 1 0.01 96.33 2160 | 2 0.02 96.35 2200 | 2 0.02 96.37 2210 | 2 0.02 96.39 2230 | 2 0.02 96.41 2250 | 1 0.01 96.42 2260 | 3 0.03 96.45 2270 | 2 0.02 96.47 2300 | 1 0.01 96.48 2310 | 2 0.02 96.50 2380 | 3 0.03 96.53 2390 | 1 0.01 96.54 2410 | 1 0.01 96.55 2460 | 2 0.02 96.57 2480 | 1 0.01 96.58 2510 | 1 0.01 96.59 2550 | 1 0.01 96.60 2580 | 4 0.04 96.64 2620 | 1 0.01 96.65 2630 | 3 0.03 96.68 2650 | 1 0.01 96.69 2660 | 1 0.01 96.70 2670 | 1 0.01 96.71 2680 | 1 0.01 96.72 2700 | 1 0.01 96.73 2750 | 1 0.01 96.74 2760 | 1 0.01 96.75 2770 | 1 0.01 96.76 2790 | 1 0.01 96.77 2800 | 1 0.01 96.78 2810 | 1 0.01 96.79 2870 | 1 0.01 96.80 2880 | 1 0.01 96.81 2900 | 3 0.03 96.84 2920 | 1 0.01 96.85 2950 | 1 0.01 96.86 3020 | 1 0.01 96.87 3040 | 1 0.01 96.88 3120 | 1 0.01 96.89 3130 | 1 0.01 96.90 3150 | 1 0.01 96.91 3270 | 1 0.01 96.92 3320 | 1 0.01 96.93 3420 | 1 0.01 96.94 3440 | 1 0.01 96.95 3500 | 1 0.01 96.96 3550 | 1 0.01 96.97 3580 | 1 0.01 96.98 3740 | 1 0.01 96.99 4480 | 1 0.01 97.00 4910 | 1 0.01 97.01 5230 | 1 0.01 97.02 5350 | 1 0.01 97.03 5470 | 2 0.02 97.05 5780 | 1 0.01 97.06 6250 | 1 0.01 97.07 6530 | 1 0.01 97.08 6690 | 1 0.01 97.09 7030 | 1 0.01 97.10 7040 | 1 0.01 97.11 7150 | 1 0.01 97.12 7540 | 1 0.01 97.13 7550 | 1 0.01 97.14 7810 | 1 0.01 97.15 7820 | 1 0.01 97.16 7890 | 1 0.01 97.17 8060 | 1 0.01 97.18 8080 | 1 0.01 97.19 8400 | 1 0.01 97.20 8470 | 1 0.01 97.21 9000 | 1 0.01 97.22 9230 | 1 0.01 97.23 9280 | 1 0.01 97.24 9800 | 1 0.01 97.25 9900 | 1 0.01 97.26 9990 | 1 0.01 97.27 10070 | 1 0.01 97.28 10260 | 1 0.01 97.29 10790 | 1 0.01 97.30 10900 | 1 0.01 97.31 11570 | 1 0.01 97.32 11800 | 1 0.01 97.33 13460 | 1 0.01 97.34 14630 | 1 0.01 97.35 14660 | 1 0.01 97.36 14690 | 1 0.01 97.37 15110 | 1 0.01 97.38 15470 | 1 0.01 97.39 15570 | 1 0.01 97.40 15640 | 1 0.01 97.41 16150 | 1 0.01 97.42 16230 | 1 0.01 97.43 16440 | 1 0.01 97.44 16620 | 1 0.01 97.45 16910 | 1 0.01 97.46 16940 | 1 0.01 97.47 17140 | 1 0.01 97.48 17170 | 1 0.01 97.49 17470 | 1 0.01 97.50 17600 | 1 0.01 97.51 18010 | 1 0.01 97.52 18250 | 1 0.01 97.53 18360 | 1 0.01 97.54 18750 | 1 0.01 97.55 18840 | 1 0.01 97.56 18930 | 1 0.01 97.57 19000 | 1 0.01 97.58 19520 | 1 0.01 97.59 19810 | 1 0.01 97.60 19830 | 1 0.01 97.61 19870 | 1 0.01 97.62 20650 | 1 0.01 97.63 20670 | 1 0.01 97.64 21280 | 1 0.01 97.65 21350 | 1 0.01 97.66 21630 | 1 0.01 97.67 22910 | 1 0.01 97.68 22930 | 1 0.01 97.69 23760 | 1 0.01 97.70 24240 | 1 0.01 97.71 24470 | 1 0.01 97.72 24510 | 1 0.01 97.73 24590 | 1 0.01 97.74 24880 | 1 0.01 97.75 24970 | 1 0.01 97.76 25010 | 1 0.01 97.77 25130 | 1 0.01 97.78 25380 | 1 0.01 97.79 25470 | 1 0.01 97.80 25560 | 1 0.01 97.81 26620 | 1 0.01 97.82 27120 | 1 0.01 97.83 27250 | 1 0.01 97.84 27710 | 1 0.01 97.85 27880 | 1 0.01 97.86 28380 | 1 0.01 97.87 30420 | 1 0.01 97.88 30530 | 1 0.01 97.89 30840 | 1 0.01 97.90 31380 | 1 0.01 97.91 31550 | 1 0.01 97.92 31810 | 1 0.01 97.93 32950 | 1 0.01 97.94 33270 | 1 0.01 97.95 33310 | 1 0.01 97.96 33350 | 1 0.01 97.97 33520 | 1 0.01 97.98 33590 | 1 0.01 97.99 33810 | 1 0.01 98.00 34370 | 1 0.01 98.01 34400 | 1 0.01 98.02 35130 | 1 0.01 98.03 35650 | 1 0.01 98.04 35750 | 1 0.01 98.05 36590 | 1 0.01 98.06 36910 | 1 0.01 98.07 37810 | 1 0.01 98.08 39310 | 1 0.01 98.09 39400 | 1 0.01 98.10 40400 | 1 0.01 98.11 40490 | 1 0.01 98.12 40570 | 1 0.01 98.13 42540 | 1 0.01 98.14 42570 | 1 0.01 98.15 42980 | 1 0.01 98.16 43000 | 1 0.01 98.17 43160 | 1 0.01 98.18 43240 | 1 0.01 98.19 43610 | 1 0.01 98.20 44200 | 1 0.01 98.21 46030 | 1 0.01 98.22 46880 | 1 0.01 98.23 48550 | 1 0.01 98.24 49460 | 1 0.01 98.25 49660 | 1 0.01 98.26 49920 | 1 0.01 98.27 50390 | 1 0.01 98.28 50790 | 1 0.01 98.29 50890 | 1 0.01 98.30 51030 | 1 0.01 98.31 51040 | 1 0.01 98.32 51720 | 1 0.01 98.33 52900 | 1 0.01 98.34 53040 | 1 0.01 98.35 53810 | 1 0.01 98.36 54040 | 1 0.01 98.37 54290 | 1 0.01 98.38 54580 | 1 0.01 98.39 56260 | 1 0.01 98.40 56910 | 1 0.01 98.41 57100 | 1 0.01 98.42 57740 | 1 0.01 98.43 58270 | 1 0.01 98.44 58600 | 1 0.01 98.45 62110 | 1 0.01 98.46 62430 | 1 0.01 98.47 63030 | 1 0.01 98.48 64320 | 1 0.01 98.49 64440 | 2 0.02 98.51 65810 | 1 0.01 98.52 69090 | 1 0.01 98.53 69630 | 1 0.01 98.54 71270 | 1 0.01 98.55 71510 | 1 0.01 98.56 71730 | 1 0.01 98.57 71830 | 1 0.01 98.58 72610 | 1 0.01 98.59 72750 | 1 0.01 98.60 73160 | 1 0.01 98.61 73690 | 1 0.01 98.62 75660 | 1 0.01 98.63 76010 | 1 0.01 98.64 76150 | 1 0.01 98.65 77280 | 1 0.01 98.66 77550 | 1 0.01 98.67 77790 | 1 0.01 98.68 78420 | 1 0.01 98.69 79320 | 1 0.01 98.70 80360 | 1 0.01 98.71 80750 | 1 0.01 98.72 81620 | 1 0.01 98.73 83820 | 1 0.01 98.74 84400 | 1 0.01 98.75 84610 | 1 0.01 98.76 85000 | 1 0.01 98.77 86280 | 1 0.01 98.78 86780 | 1 0.01 98.79 87100 | 1 0.01 98.80 88130 | 1 0.01 98.81 88210 | 1 0.01 98.82 90420 | 1 0.01 98.83 90660 | 1 0.01 98.84 90900 | 1 0.01 98.85 91890 | 1 0.01 98.86 92670 | 1 0.01 98.87 93280 | 1 0.01 98.88 93950 | 1 0.01 98.89 95000 | 1 0.01 98.90 95690 | 1 0.01 98.91 97200 | 1 0.01 98.92 98900 | 1 0.01 98.93 100980 | 1 0.01 98.94 101930 | 1 0.01 98.95 103860 | 1 0.01 98.96 106120 | 1 0.01 98.97 106760 | 1 0.01 98.98 108050 | 1 0.01 98.99 110860 | 1 0.01 99.00 111000 | 1 0.01 99.01 115940 | 1 0.01 99.02 116800 | 1 0.01 99.03 118330 | 1 0.01 99.04 119820 | 1 0.01 99.05 119840 | 1 0.01 99.06 121310 | 1 0.01 99.07 121800 | 1 0.01 99.08 123590 | 1 0.01 99.09 124870 | 1 0.01 99.10 126230 | 1 0.01 99.11 126790 | 1 0.01 99.12 129430 | 1 0.01 99.13 130740 | 1 0.01 99.14 130780 | 1 0.01 99.15 133890 | 1 0.01 99.16 135570 | 1 0.01 99.17 137290 | 1 0.01 99.18 138530 | 1 0.01 99.19 139190 | 1 0.01 99.20 143480 | 1 0.01 99.21 143890 | 1 0.01 99.22 145430 | 1 0.01 99.23 145690 | 1 0.01 99.24 146100 | 1 0.01 99.25 148090 | 1 0.01 99.26 148990 | 1 0.01 99.27 153210 | 1 0.01 99.28 156890 | 1 0.01 99.29 160750 | 1 0.01 99.30 160970 | 1 0.01 99.31 162150 | 1 0.01 99.32 170200 | 1 0.01 99.33 170830 | 1 0.01 99.34 172650 | 1 0.01 99.35 172710 | 1 0.01 99.36 172780 | 1 0.01 99.37 174410 | 1 0.01 99.38 178500 | 1 0.01 99.39 179140 | 1 0.01 99.40 179930 | 1 0.01 99.41 180550 | 1 0.01 99.42 188090 | 1 0.01 99.43 189270 | 1 0.01 99.44 193110 | 1 0.01 99.45 194600 | 1 0.01 99.46 197300 | 1 0.01 99.47 201150 | 1 0.01 99.48 201390 | 1 0.01 99.49 207210 | 1 0.01 99.50 214970 | 1 0.01 99.51 216210 | 1 0.01 99.52 216530 | 1 0.01 99.53 217440 | 1 0.01 99.54 222150 | 1 0.01 99.55 222320 | 1 0.01 99.56 226620 | 1 0.01 99.57 229820 | 1 0.01 99.58 230500 | 1 0.01 99.59 230950 | 1 0.01 99.60 233690 | 1 0.01 99.61 246490 | 1 0.01 99.62 248110 | 1 0.01 99.63 248460 | 1 0.01 99.64 250240 | 1 0.01 99.65 255510 | 1 0.01 99.66 256210 | 1 0.01 99.67 264000 | 1 0.01 99.68 269320 | 1 0.01 99.69 291360 | 1 0.01 99.70 297290 | 1 0.01 99.71 299740 | 1 0.01 99.72 312950 | 1 0.01 99.73 317670 | 1 0.01 99.74 322140 | 1 0.01 99.75 340330 | 1 0.01 99.76 342200 | 1 0.01 99.77 346070 | 1 0.01 99.78 359920 | 1 0.01 99.79 362980 | 1 0.01 99.80 367940 | 1 0.01 99.81 377790 | 1 0.01 99.82 382500 | 1 0.01 99.83 385870 | 1 0.01 99.84 403580 | 1 0.01 99.85 435690 | 1 0.01 99.86 443360 | 1 0.01 99.87 465480 | 1 0.01 99.88 471110 | 1 0.01 99.89 483620 | 1 0.01 99.90 511040 | 1 0.01 99.91 537330 | 1 0.01 99.92 554760 | 1 0.01 99.93 604740 | 1 0.01 99.94 718270 | 1 0.01 99.95 764840 | 1 0.01 99.96 774830 | 1 0.01 99.97 939770 | 1 0.01 99.98 953160 | 1 0.01 99.99 1703530 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017