Frequencies for first 10,000 rows of n19700 variable in zipcode2014 dataset : Number of | returns | with | contributio | ns Schedule | A:19 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,345 23.45 23.45 20 | 389 3.89 27.34 30 | 721 7.21 34.55 40 | 615 6.15 40.70 50 | 449 4.49 45.19 60 | 307 3.07 48.26 70 | 324 3.24 51.50 80 | 245 2.45 53.95 90 | 217 2.17 56.12 100 | 195 1.95 58.07 110 | 207 2.07 60.14 120 | 170 1.70 61.84 130 | 143 1.43 63.27 140 | 137 1.37 64.64 150 | 115 1.15 65.79 160 | 130 1.30 67.09 170 | 98 0.98 68.07 180 | 97 0.97 69.04 190 | 93 0.93 69.97 200 | 98 0.98 70.95 210 | 73 0.73 71.68 220 | 88 0.88 72.56 230 | 62 0.62 73.18 240 | 80 0.80 73.98 250 | 66 0.66 74.64 260 | 61 0.61 75.25 270 | 51 0.51 75.76 280 | 67 0.67 76.43 290 | 69 0.69 77.12 300 | 46 0.46 77.58 310 | 69 0.69 78.27 320 | 58 0.58 78.85 330 | 54 0.54 79.39 340 | 57 0.57 79.96 350 | 37 0.37 80.33 360 | 30 0.30 80.63 370 | 40 0.40 81.03 380 | 50 0.50 81.53 390 | 37 0.37 81.90 400 | 44 0.44 82.34 410 | 29 0.29 82.63 420 | 36 0.36 82.99 430 | 31 0.31 83.30 440 | 43 0.43 83.73 450 | 43 0.43 84.16 460 | 22 0.22 84.38 470 | 29 0.29 84.67 480 | 35 0.35 85.02 490 | 27 0.27 85.29 500 | 37 0.37 85.66 510 | 29 0.29 85.95 520 | 23 0.23 86.18 530 | 37 0.37 86.55 540 | 27 0.27 86.82 550 | 29 0.29 87.11 560 | 24 0.24 87.35 570 | 19 0.19 87.54 580 | 19 0.19 87.73 590 | 19 0.19 87.92 600 | 10 0.10 88.02 610 | 19 0.19 88.21 620 | 30 0.30 88.51 630 | 17 0.17 88.68 640 | 17 0.17 88.85 650 | 17 0.17 89.02 660 | 16 0.16 89.18 670 | 23 0.23 89.41 680 | 22 0.22 89.63 690 | 16 0.16 89.79 700 | 19 0.19 89.98 710 | 15 0.15 90.13 720 | 18 0.18 90.31 730 | 10 0.10 90.41 740 | 12 0.12 90.53 750 | 17 0.17 90.70 760 | 12 0.12 90.82 770 | 12 0.12 90.94 780 | 9 0.09 91.03 790 | 7 0.07 91.10 800 | 10 0.10 91.20 810 | 7 0.07 91.27 820 | 7 0.07 91.34 830 | 7 0.07 91.41 840 | 12 0.12 91.53 850 | 12 0.12 91.65 860 | 7 0.07 91.72 870 | 13 0.13 91.85 880 | 8 0.08 91.93 890 | 13 0.13 92.06 900 | 10 0.10 92.16 910 | 7 0.07 92.23 920 | 9 0.09 92.32 930 | 4 0.04 92.36 940 | 6 0.06 92.42 950 | 12 0.12 92.54 960 | 8 0.08 92.62 970 | 9 0.09 92.71 980 | 10 0.10 92.81 990 | 14 0.14 92.95 1000 | 7 0.07 93.02 1010 | 11 0.11 93.13 1020 | 8 0.08 93.21 1030 | 7 0.07 93.28 1040 | 8 0.08 93.36 1050 | 7 0.07 93.43 1060 | 4 0.04 93.47 1070 | 4 0.04 93.51 1080 | 7 0.07 93.58 1090 | 4 0.04 93.62 1100 | 4 0.04 93.66 1110 | 9 0.09 93.75 1120 | 7 0.07 93.82 1130 | 4 0.04 93.86 1140 | 5 0.05 93.91 1150 | 5 0.05 93.96 1160 | 5 0.05 94.01 1170 | 5 0.05 94.06 1180 | 1 0.01 94.07 1190 | 3 0.03 94.10 1200 | 5 0.05 94.15 1210 | 6 0.06 94.21 1220 | 1 0.01 94.22 1230 | 4 0.04 94.26 1240 | 9 0.09 94.35 1250 | 3 0.03 94.38 1260 | 5 0.05 94.43 1270 | 7 0.07 94.50 1280 | 5 0.05 94.55 1290 | 2 0.02 94.57 1300 | 2 0.02 94.59 1310 | 7 0.07 94.66 1320 | 9 0.09 94.75 1330 | 3 0.03 94.78 1340 | 4 0.04 94.82 1350 | 1 0.01 94.83 1360 | 7 0.07 94.90 1370 | 5 0.05 94.95 1380 | 3 0.03 94.98 1390 | 3 0.03 95.01 1400 | 5 0.05 95.06 1410 | 5 0.05 95.11 1420 | 4 0.04 95.15 1430 | 2 0.02 95.17 1440 | 2 0.02 95.19 1450 | 1 0.01 95.20 1460 | 2 0.02 95.22 1470 | 5 0.05 95.27 1480 | 1 0.01 95.28 1490 | 2 0.02 95.30 1500 | 1 0.01 95.31 1510 | 4 0.04 95.35 1520 | 1 0.01 95.36 1530 | 6 0.06 95.42 1540 | 2 0.02 95.44 1550 | 8 0.08 95.52 1560 | 1 0.01 95.53 1570 | 2 0.02 95.55 1580 | 2 0.02 95.57 1600 | 1 0.01 95.58 1610 | 1 0.01 95.59 1620 | 1 0.01 95.60 1640 | 2 0.02 95.62 1650 | 1 0.01 95.63 1660 | 3 0.03 95.66 1670 | 3 0.03 95.69 1700 | 2 0.02 95.71 1710 | 2 0.02 95.73 1720 | 1 0.01 95.74 1730 | 2 0.02 95.76 1750 | 2 0.02 95.78 1770 | 1 0.01 95.79 1780 | 2 0.02 95.81 1800 | 1 0.01 95.82 1810 | 2 0.02 95.84 1820 | 4 0.04 95.88 1830 | 4 0.04 95.92 1850 | 1 0.01 95.93 1860 | 1 0.01 95.94 1870 | 4 0.04 95.98 1890 | 1 0.01 95.99 1900 | 4 0.04 96.03 1910 | 2 0.02 96.05 1920 | 1 0.01 96.06 1930 | 1 0.01 96.07 1940 | 1 0.01 96.08 1950 | 3 0.03 96.11 1960 | 2 0.02 96.13 1970 | 2 0.02 96.15 1980 | 1 0.01 96.16 1990 | 2 0.02 96.18 2010 | 1 0.01 96.19 2020 | 3 0.03 96.22 2030 | 1 0.01 96.23 2040 | 3 0.03 96.26 2070 | 3 0.03 96.29 2080 | 1 0.01 96.30 2090 | 3 0.03 96.33 2110 | 1 0.01 96.34 2130 | 3 0.03 96.37 2140 | 1 0.01 96.38 2150 | 1 0.01 96.39 2160 | 1 0.01 96.40 2190 | 2 0.02 96.42 2200 | 2 0.02 96.44 2220 | 1 0.01 96.45 2230 | 1 0.01 96.46 2250 | 1 0.01 96.47 2260 | 3 0.03 96.50 2280 | 1 0.01 96.51 2290 | 1 0.01 96.52 2310 | 1 0.01 96.53 2340 | 1 0.01 96.54 2350 | 1 0.01 96.55 2360 | 1 0.01 96.56 2380 | 1 0.01 96.57 2390 | 1 0.01 96.58 2410 | 1 0.01 96.59 2420 | 1 0.01 96.60 2440 | 1 0.01 96.61 2460 | 1 0.01 96.62 2520 | 2 0.02 96.64 2550 | 1 0.01 96.65 2560 | 1 0.01 96.66 2590 | 1 0.01 96.67 2600 | 1 0.01 96.68 2610 | 2 0.02 96.70 2620 | 1 0.01 96.71 2630 | 1 0.01 96.72 2640 | 1 0.01 96.73 2650 | 1 0.01 96.74 2670 | 1 0.01 96.75 2740 | 1 0.01 96.76 2760 | 1 0.01 96.77 2770 | 1 0.01 96.78 2790 | 1 0.01 96.79 2800 | 1 0.01 96.80 2810 | 1 0.01 96.81 2820 | 1 0.01 96.82 2870 | 1 0.01 96.83 2890 | 1 0.01 96.84 2910 | 1 0.01 96.85 2920 | 1 0.01 96.86 2980 | 1 0.01 96.87 3040 | 1 0.01 96.88 3050 | 1 0.01 96.89 3060 | 1 0.01 96.90 3170 | 1 0.01 96.91 3180 | 1 0.01 96.92 3260 | 1 0.01 96.93 3280 | 1 0.01 96.94 3360 | 1 0.01 96.95 3410 | 1 0.01 96.96 3480 | 1 0.01 96.97 3710 | 1 0.01 96.98 3850 | 1 0.01 96.99 4210 | 1 0.01 97.00 4770 | 1 0.01 97.01 4880 | 1 0.01 97.02 5160 | 1 0.01 97.03 5310 | 1 0.01 97.04 5360 | 1 0.01 97.05 6000 | 1 0.01 97.06 6040 | 1 0.01 97.07 6230 | 1 0.01 97.08 7130 | 2 0.02 97.10 7190 | 1 0.01 97.11 7290 | 1 0.01 97.12 7340 | 1 0.01 97.13 7650 | 1 0.01 97.14 7840 | 1 0.01 97.15 7930 | 1 0.01 97.16 7950 | 1 0.01 97.17 8490 | 1 0.01 97.18 8630 | 1 0.01 97.19 8650 | 1 0.01 97.20 8710 | 1 0.01 97.21 8950 | 1 0.01 97.22 9260 | 1 0.01 97.23 9510 | 1 0.01 97.24 9520 | 1 0.01 97.25 9850 | 1 0.01 97.26 9950 | 1 0.01 97.27 10520 | 1 0.01 97.28 10590 | 1 0.01 97.29 10660 | 1 0.01 97.30 11080 | 1 0.01 97.31 11180 | 1 0.01 97.32 11700 | 1 0.01 97.33 13700 | 1 0.01 97.34 13760 | 1 0.01 97.35 14510 | 1 0.01 97.36 14550 | 1 0.01 97.37 14610 | 1 0.01 97.38 15220 | 1 0.01 97.39 15510 | 1 0.01 97.40 15770 | 1 0.01 97.41 15870 | 1 0.01 97.42 16100 | 1 0.01 97.43 16220 | 1 0.01 97.44 16260 | 1 0.01 97.45 16920 | 1 0.01 97.46 16980 | 1 0.01 97.47 17000 | 1 0.01 97.48 17030 | 1 0.01 97.49 17080 | 1 0.01 97.50 17130 | 1 0.01 97.51 18000 | 1 0.01 97.52 18090 | 1 0.01 97.53 18110 | 1 0.01 97.54 18330 | 1 0.01 97.55 18790 | 1 0.01 97.56 18870 | 1 0.01 97.57 19220 | 1 0.01 97.58 19350 | 1 0.01 97.59 19440 | 1 0.01 97.60 19980 | 1 0.01 97.61 20140 | 1 0.01 97.62 20820 | 1 0.01 97.63 21200 | 1 0.01 97.64 21570 | 1 0.01 97.65 22540 | 1 0.01 97.66 23100 | 1 0.01 97.67 23110 | 1 0.01 97.68 23830 | 1 0.01 97.69 23890 | 1 0.01 97.70 24010 | 1 0.01 97.71 24220 | 1 0.01 97.72 24280 | 1 0.01 97.73 24640 | 1 0.01 97.74 24730 | 1 0.01 97.75 24760 | 1 0.01 97.76 24830 | 1 0.01 97.77 25080 | 1 0.01 97.78 25680 | 2 0.02 97.80 26100 | 1 0.01 97.81 26330 | 1 0.01 97.82 26460 | 1 0.01 97.83 27740 | 1 0.01 97.84 28090 | 1 0.01 97.85 28570 | 1 0.01 97.86 28890 | 1 0.01 97.87 29500 | 1 0.01 97.88 30100 | 1 0.01 97.89 31200 | 1 0.01 97.90 31760 | 1 0.01 97.91 31820 | 1 0.01 97.92 31950 | 1 0.01 97.93 33080 | 1 0.01 97.94 33430 | 1 0.01 97.95 33500 | 1 0.01 97.96 33650 | 1 0.01 97.97 33790 | 1 0.01 97.98 33960 | 1 0.01 97.99 34220 | 1 0.01 98.00 34990 | 1 0.01 98.01 35570 | 1 0.01 98.02 35690 | 2 0.02 98.04 36750 | 1 0.01 98.05 37080 | 1 0.01 98.06 37350 | 1 0.01 98.07 37470 | 1 0.01 98.08 37870 | 1 0.01 98.09 39040 | 1 0.01 98.10 39110 | 1 0.01 98.11 39160 | 1 0.01 98.12 41310 | 1 0.01 98.13 41320 | 1 0.01 98.14 42080 | 1 0.01 98.15 43120 | 1 0.01 98.16 43260 | 1 0.01 98.17 43710 | 1 0.01 98.18 44020 | 1 0.01 98.19 44380 | 1 0.01 98.20 44390 | 1 0.01 98.21 45410 | 1 0.01 98.22 45490 | 1 0.01 98.23 46420 | 1 0.01 98.24 47000 | 1 0.01 98.25 49820 | 1 0.01 98.26 50000 | 1 0.01 98.27 50300 | 1 0.01 98.28 50600 | 1 0.01 98.29 50750 | 1 0.01 98.30 51410 | 1 0.01 98.31 51420 | 1 0.01 98.32 52270 | 1 0.01 98.33 52410 | 2 0.02 98.35 52660 | 1 0.01 98.36 52710 | 1 0.01 98.37 52910 | 1 0.01 98.38 53540 | 1 0.01 98.39 53630 | 1 0.01 98.40 56540 | 1 0.01 98.41 56700 | 1 0.01 98.42 56780 | 1 0.01 98.43 58090 | 1 0.01 98.44 59310 | 1 0.01 98.45 60090 | 1 0.01 98.46 61750 | 1 0.01 98.47 62060 | 1 0.01 98.48 62780 | 1 0.01 98.49 62820 | 1 0.01 98.50 63680 | 1 0.01 98.51 64820 | 1 0.01 98.52 66710 | 1 0.01 98.53 68390 | 1 0.01 98.54 69730 | 1 0.01 98.55 71310 | 1 0.01 98.56 71510 | 1 0.01 98.57 71980 | 1 0.01 98.58 73330 | 1 0.01 98.59 73610 | 1 0.01 98.60 73670 | 1 0.01 98.61 74690 | 1 0.01 98.62 74850 | 1 0.01 98.63 75310 | 1 0.01 98.64 75400 | 1 0.01 98.65 75950 | 1 0.01 98.66 77190 | 1 0.01 98.67 78000 | 1 0.01 98.68 79640 | 1 0.01 98.69 80690 | 1 0.01 98.70 82000 | 1 0.01 98.71 82230 | 1 0.01 98.72 82760 | 1 0.01 98.73 82920 | 1 0.01 98.74 83920 | 1 0.01 98.75 85870 | 1 0.01 98.76 85970 | 1 0.01 98.77 88100 | 1 0.01 98.78 88180 | 1 0.01 98.79 88420 | 1 0.01 98.80 88990 | 1 0.01 98.81 91160 | 1 0.01 98.82 91420 | 1 0.01 98.83 92210 | 1 0.01 98.84 92830 | 1 0.01 98.85 93750 | 1 0.01 98.86 95010 | 1 0.01 98.87 96790 | 1 0.01 98.88 97080 | 1 0.01 98.89 97640 | 1 0.01 98.90 98630 | 1 0.01 98.91 98740 | 1 0.01 98.92 100490 | 1 0.01 98.93 100700 | 1 0.01 98.94 102390 | 1 0.01 98.95 103820 | 1 0.01 98.96 107160 | 1 0.01 98.97 107360 | 1 0.01 98.98 108110 | 1 0.01 98.99 109740 | 1 0.01 99.00 110160 | 1 0.01 99.01 110210 | 1 0.01 99.02 110610 | 1 0.01 99.03 112090 | 1 0.01 99.04 112200 | 1 0.01 99.05 113790 | 1 0.01 99.06 122480 | 1 0.01 99.07 122670 | 1 0.01 99.08 123550 | 1 0.01 99.09 124910 | 1 0.01 99.10 126400 | 1 0.01 99.11 127270 | 1 0.01 99.12 128030 | 1 0.01 99.13 129770 | 1 0.01 99.14 131850 | 1 0.01 99.15 132360 | 1 0.01 99.16 132860 | 1 0.01 99.17 133470 | 1 0.01 99.18 134550 | 1 0.01 99.19 137340 | 1 0.01 99.20 138410 | 1 0.01 99.21 141790 | 1 0.01 99.22 141930 | 1 0.01 99.23 143290 | 1 0.01 99.24 146610 | 1 0.01 99.25 147120 | 1 0.01 99.26 148360 | 1 0.01 99.27 148780 | 1 0.01 99.28 149750 | 1 0.01 99.29 151070 | 1 0.01 99.30 162680 | 1 0.01 99.31 163510 | 1 0.01 99.32 166870 | 1 0.01 99.33 173960 | 1 0.01 99.34 174420 | 1 0.01 99.35 176160 | 1 0.01 99.36 177910 | 1 0.01 99.37 178370 | 1 0.01 99.38 180120 | 1 0.01 99.39 180130 | 1 0.01 99.40 182690 | 1 0.01 99.41 182950 | 1 0.01 99.42 189220 | 1 0.01 99.43 193130 | 1 0.01 99.44 193800 | 1 0.01 99.45 194780 | 1 0.01 99.46 196630 | 1 0.01 99.47 196960 | 1 0.01 99.48 201160 | 1 0.01 99.49 202970 | 1 0.01 99.50 204900 | 1 0.01 99.51 206450 | 1 0.01 99.52 210560 | 1 0.01 99.53 213410 | 1 0.01 99.54 224580 | 1 0.01 99.55 225120 | 1 0.01 99.56 230230 | 1 0.01 99.57 230500 | 1 0.01 99.58 233290 | 1 0.01 99.59 237490 | 1 0.01 99.60 239290 | 1 0.01 99.61 240980 | 1 0.01 99.62 246500 | 1 0.01 99.63 246620 | 1 0.01 99.64 247550 | 1 0.01 99.65 250330 | 1 0.01 99.66 250740 | 1 0.01 99.67 266750 | 1 0.01 99.68 270580 | 1 0.01 99.69 272820 | 1 0.01 99.70 287330 | 1 0.01 99.71 291470 | 1 0.01 99.72 310800 | 1 0.01 99.73 312330 | 1 0.01 99.74 312570 | 1 0.01 99.75 330490 | 1 0.01 99.76 336940 | 1 0.01 99.77 347050 | 1 0.01 99.78 352440 | 1 0.01 99.79 353560 | 1 0.01 99.80 357160 | 1 0.01 99.81 369000 | 1 0.01 99.82 373340 | 1 0.01 99.83 373840 | 1 0.01 99.84 383190 | 1 0.01 99.85 425710 | 1 0.01 99.86 439730 | 1 0.01 99.87 451510 | 1 0.01 99.88 459980 | 1 0.01 99.89 471940 | 1 0.01 99.90 499240 | 1 0.01 99.91 527170 | 1 0.01 99.92 562000 | 1 0.01 99.93 614180 | 1 0.01 99.94 693200 | 1 0.01 99.95 760060 | 1 0.01 99.96 785170 | 1 0.01 99.97 863780 | 1 0.01 99.98 906940 | 1 0.01 99.99 1629610 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017