Frequencies for first 10,000 rows of n18500 variable in zipcode2014 dataset : Number of | returns | with real | estate | taxes | Schedule | A:6 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,873 18.73 18.73 20 | 413 4.13 22.86 30 | 738 7.38 30.24 40 | 622 6.22 36.46 50 | 478 4.78 41.24 60 | 308 3.08 44.32 70 | 299 2.99 47.31 80 | 279 2.79 50.10 90 | 231 2.31 52.41 100 | 211 2.11 54.52 110 | 195 1.95 56.47 120 | 172 1.72 58.19 130 | 158 1.58 59.77 140 | 155 1.55 61.32 150 | 148 1.48 62.80 160 | 131 1.31 64.11 170 | 113 1.13 65.24 180 | 97 0.97 66.21 190 | 104 1.04 67.25 200 | 97 0.97 68.22 210 | 79 0.79 69.01 220 | 102 1.02 70.03 230 | 71 0.71 70.74 240 | 65 0.65 71.39 250 | 69 0.69 72.08 260 | 72 0.72 72.80 270 | 66 0.66 73.46 280 | 78 0.78 74.24 290 | 65 0.65 74.89 300 | 60 0.60 75.49 310 | 59 0.59 76.08 320 | 51 0.51 76.59 330 | 62 0.62 77.21 340 | 72 0.72 77.93 350 | 43 0.43 78.36 360 | 50 0.50 78.86 370 | 46 0.46 79.32 380 | 39 0.39 79.71 390 | 42 0.42 80.13 400 | 41 0.41 80.54 410 | 35 0.35 80.89 420 | 46 0.46 81.35 430 | 31 0.31 81.66 440 | 39 0.39 82.05 450 | 35 0.35 82.40 460 | 33 0.33 82.73 470 | 25 0.25 82.98 480 | 45 0.45 83.43 490 | 44 0.44 83.87 500 | 35 0.35 84.22 510 | 27 0.27 84.49 520 | 21 0.21 84.70 530 | 26 0.26 84.96 540 | 22 0.22 85.18 550 | 22 0.22 85.40 560 | 28 0.28 85.68 570 | 28 0.28 85.96 580 | 30 0.30 86.26 590 | 26 0.26 86.52 600 | 28 0.28 86.80 610 | 18 0.18 86.98 620 | 27 0.27 87.25 630 | 34 0.34 87.59 640 | 19 0.19 87.78 650 | 16 0.16 87.94 660 | 15 0.15 88.09 670 | 24 0.24 88.33 680 | 16 0.16 88.49 690 | 21 0.21 88.70 700 | 18 0.18 88.88 710 | 20 0.20 89.08 720 | 12 0.12 89.20 730 | 14 0.14 89.34 740 | 10 0.10 89.44 750 | 18 0.18 89.62 760 | 13 0.13 89.75 770 | 13 0.13 89.88 780 | 17 0.17 90.05 790 | 20 0.20 90.25 800 | 22 0.22 90.47 810 | 10 0.10 90.57 820 | 10 0.10 90.67 830 | 8 0.08 90.75 840 | 19 0.19 90.94 850 | 10 0.10 91.04 860 | 10 0.10 91.14 870 | 7 0.07 91.21 880 | 3 0.03 91.24 890 | 11 0.11 91.35 900 | 5 0.05 91.40 910 | 10 0.10 91.50 920 | 10 0.10 91.60 930 | 9 0.09 91.69 940 | 3 0.03 91.72 950 | 9 0.09 91.81 960 | 11 0.11 91.92 970 | 17 0.17 92.09 980 | 11 0.11 92.20 990 | 11 0.11 92.31 1000 | 3 0.03 92.34 1010 | 8 0.08 92.42 1020 | 6 0.06 92.48 1030 | 12 0.12 92.60 1040 | 3 0.03 92.63 1050 | 7 0.07 92.70 1060 | 5 0.05 92.75 1070 | 9 0.09 92.84 1080 | 7 0.07 92.91 1090 | 8 0.08 92.99 1100 | 9 0.09 93.08 1110 | 9 0.09 93.17 1120 | 5 0.05 93.22 1130 | 6 0.06 93.28 1140 | 6 0.06 93.34 1150 | 8 0.08 93.42 1160 | 5 0.05 93.47 1170 | 7 0.07 93.54 1180 | 5 0.05 93.59 1190 | 8 0.08 93.67 1200 | 8 0.08 93.75 1210 | 6 0.06 93.81 1220 | 5 0.05 93.86 1230 | 6 0.06 93.92 1240 | 7 0.07 93.99 1250 | 9 0.09 94.08 1260 | 2 0.02 94.10 1270 | 4 0.04 94.14 1280 | 7 0.07 94.21 1290 | 4 0.04 94.25 1300 | 4 0.04 94.29 1310 | 2 0.02 94.31 1320 | 7 0.07 94.38 1330 | 1 0.01 94.39 1350 | 5 0.05 94.44 1360 | 11 0.11 94.55 1370 | 5 0.05 94.60 1380 | 1 0.01 94.61 1390 | 5 0.05 94.66 1400 | 3 0.03 94.69 1410 | 6 0.06 94.75 1420 | 5 0.05 94.80 1430 | 4 0.04 94.84 1450 | 5 0.05 94.89 1460 | 1 0.01 94.90 1480 | 1 0.01 94.91 1490 | 4 0.04 94.95 1500 | 6 0.06 95.01 1510 | 3 0.03 95.04 1520 | 9 0.09 95.13 1530 | 3 0.03 95.16 1540 | 4 0.04 95.20 1550 | 2 0.02 95.22 1560 | 2 0.02 95.24 1570 | 3 0.03 95.27 1580 | 2 0.02 95.29 1590 | 5 0.05 95.34 1600 | 2 0.02 95.36 1610 | 3 0.03 95.39 1620 | 2 0.02 95.41 1630 | 2 0.02 95.43 1640 | 3 0.03 95.46 1650 | 1 0.01 95.47 1660 | 3 0.03 95.50 1670 | 3 0.03 95.53 1680 | 1 0.01 95.54 1690 | 1 0.01 95.55 1710 | 2 0.02 95.57 1720 | 2 0.02 95.59 1740 | 4 0.04 95.63 1750 | 1 0.01 95.64 1770 | 4 0.04 95.68 1780 | 1 0.01 95.69 1790 | 2 0.02 95.71 1800 | 1 0.01 95.72 1810 | 2 0.02 95.74 1820 | 2 0.02 95.76 1830 | 1 0.01 95.77 1850 | 1 0.01 95.78 1880 | 1 0.01 95.79 1900 | 1 0.01 95.80 1910 | 4 0.04 95.84 1920 | 3 0.03 95.87 1940 | 1 0.01 95.88 1950 | 4 0.04 95.92 1960 | 2 0.02 95.94 1970 | 1 0.01 95.95 1980 | 3 0.03 95.98 1990 | 1 0.01 95.99 2000 | 2 0.02 96.01 2020 | 2 0.02 96.03 2030 | 1 0.01 96.04 2040 | 2 0.02 96.06 2050 | 3 0.03 96.09 2060 | 1 0.01 96.10 2080 | 1 0.01 96.11 2090 | 1 0.01 96.12 2100 | 1 0.01 96.13 2120 | 2 0.02 96.15 2130 | 1 0.01 96.16 2140 | 3 0.03 96.19 2150 | 2 0.02 96.21 2160 | 3 0.03 96.24 2170 | 2 0.02 96.26 2190 | 1 0.01 96.27 2200 | 1 0.01 96.28 2220 | 4 0.04 96.32 2240 | 1 0.01 96.33 2250 | 2 0.02 96.35 2260 | 2 0.02 96.37 2270 | 1 0.01 96.38 2280 | 1 0.01 96.39 2290 | 2 0.02 96.41 2310 | 1 0.01 96.42 2320 | 3 0.03 96.45 2330 | 1 0.01 96.46 2340 | 1 0.01 96.47 2350 | 1 0.01 96.48 2380 | 1 0.01 96.49 2390 | 1 0.01 96.50 2400 | 1 0.01 96.51 2420 | 1 0.01 96.52 2460 | 1 0.01 96.53 2500 | 1 0.01 96.54 2510 | 1 0.01 96.55 2550 | 1 0.01 96.56 2560 | 2 0.02 96.58 2570 | 1 0.01 96.59 2590 | 1 0.01 96.60 2600 | 1 0.01 96.61 2630 | 1 0.01 96.62 2640 | 1 0.01 96.63 2660 | 1 0.01 96.64 2670 | 1 0.01 96.65 2730 | 1 0.01 96.66 2740 | 2 0.02 96.68 2760 | 1 0.01 96.69 2770 | 1 0.01 96.70 2780 | 1 0.01 96.71 2830 | 1 0.01 96.72 2860 | 1 0.01 96.73 2890 | 1 0.01 96.74 2900 | 1 0.01 96.75 2920 | 2 0.02 96.77 2930 | 1 0.01 96.78 2960 | 1 0.01 96.79 3020 | 1 0.01 96.80 3050 | 2 0.02 96.82 3110 | 1 0.01 96.83 3120 | 1 0.01 96.84 3130 | 1 0.01 96.85 3170 | 1 0.01 96.86 3180 | 2 0.02 96.88 3200 | 1 0.01 96.89 3220 | 1 0.01 96.90 3330 | 1 0.01 96.91 3430 | 1 0.01 96.92 3450 | 1 0.01 96.93 3490 | 1 0.01 96.94 3530 | 1 0.01 96.95 3600 | 1 0.01 96.96 3640 | 1 0.01 96.97 3840 | 1 0.01 96.98 4600 | 1 0.01 96.99 4640 | 1 0.01 97.00 4660 | 1 0.01 97.01 5660 | 1 0.01 97.02 5940 | 1 0.01 97.03 6420 | 1 0.01 97.04 6490 | 1 0.01 97.05 6740 | 1 0.01 97.06 7400 | 1 0.01 97.07 7590 | 1 0.01 97.08 7910 | 1 0.01 97.09 7940 | 1 0.01 97.10 8120 | 1 0.01 97.11 8150 | 1 0.01 97.12 9080 | 1 0.01 97.13 9240 | 1 0.01 97.14 9300 | 1 0.01 97.15 9400 | 1 0.01 97.16 9550 | 1 0.01 97.17 9580 | 1 0.01 97.18 9640 | 1 0.01 97.19 9710 | 1 0.01 97.20 10230 | 1 0.01 97.21 10350 | 1 0.01 97.22 10530 | 1 0.01 97.23 11430 | 1 0.01 97.24 11600 | 1 0.01 97.25 11640 | 1 0.01 97.26 11810 | 1 0.01 97.27 11910 | 1 0.01 97.28 12020 | 1 0.01 97.29 12210 | 1 0.01 97.30 12290 | 1 0.01 97.31 12580 | 1 0.01 97.32 12660 | 1 0.01 97.33 12800 | 1 0.01 97.34 12820 | 1 0.01 97.35 13290 | 1 0.01 97.36 14240 | 1 0.01 97.37 14340 | 1 0.01 97.38 14660 | 1 0.01 97.39 15100 | 1 0.01 97.40 15180 | 1 0.01 97.41 15340 | 1 0.01 97.42 17060 | 1 0.01 97.43 17070 | 1 0.01 97.44 17110 | 2 0.02 97.46 17260 | 1 0.01 97.47 17530 | 1 0.01 97.48 17730 | 1 0.01 97.49 17940 | 1 0.01 97.50 18060 | 1 0.01 97.51 18470 | 1 0.01 97.52 18540 | 1 0.01 97.53 19040 | 1 0.01 97.54 19170 | 1 0.01 97.55 19990 | 1 0.01 97.56 20660 | 1 0.01 97.57 20820 | 1 0.01 97.58 21110 | 1 0.01 97.59 21510 | 1 0.01 97.60 21700 | 1 0.01 97.61 21770 | 1 0.01 97.62 22080 | 1 0.01 97.63 23140 | 1 0.01 97.64 23420 | 1 0.01 97.65 23470 | 1 0.01 97.66 23530 | 1 0.01 97.67 25080 | 1 0.01 97.68 25620 | 1 0.01 97.69 25790 | 1 0.01 97.70 25940 | 1 0.01 97.71 26380 | 1 0.01 97.72 26750 | 1 0.01 97.73 26970 | 1 0.01 97.74 27520 | 1 0.01 97.75 27600 | 1 0.01 97.76 27970 | 1 0.01 97.77 28180 | 1 0.01 97.78 28450 | 1 0.01 97.79 28980 | 1 0.01 97.80 29010 | 1 0.01 97.81 29410 | 1 0.01 97.82 29580 | 1 0.01 97.83 29670 | 1 0.01 97.84 29810 | 1 0.01 97.85 30940 | 1 0.01 97.86 31880 | 1 0.01 97.87 32940 | 1 0.01 97.88 32950 | 1 0.01 97.89 33110 | 1 0.01 97.90 33300 | 1 0.01 97.91 33710 | 1 0.01 97.92 33850 | 1 0.01 97.93 34170 | 1 0.01 97.94 34940 | 1 0.01 97.95 35100 | 1 0.01 97.96 35350 | 1 0.01 97.97 35480 | 1 0.01 97.98 36580 | 1 0.01 97.99 36770 | 1 0.01 98.00 37490 | 1 0.01 98.01 37880 | 1 0.01 98.02 38090 | 1 0.01 98.03 38670 | 1 0.01 98.04 38770 | 1 0.01 98.05 39180 | 1 0.01 98.06 39260 | 1 0.01 98.07 39440 | 1 0.01 98.08 39510 | 1 0.01 98.09 39560 | 1 0.01 98.10 40770 | 1 0.01 98.11 42330 | 1 0.01 98.12 42510 | 1 0.01 98.13 42760 | 1 0.01 98.14 42930 | 1 0.01 98.15 43540 | 1 0.01 98.16 43770 | 1 0.01 98.17 43890 | 1 0.01 98.18 44490 | 1 0.01 98.19 45630 | 1 0.01 98.20 46380 | 1 0.01 98.21 47790 | 1 0.01 98.22 49030 | 1 0.01 98.23 49680 | 1 0.01 98.24 50240 | 1 0.01 98.25 50560 | 1 0.01 98.26 50630 | 1 0.01 98.27 50790 | 1 0.01 98.28 51080 | 1 0.01 98.29 51550 | 1 0.01 98.30 51560 | 1 0.01 98.31 51830 | 1 0.01 98.32 52190 | 1 0.01 98.33 52960 | 1 0.01 98.34 53540 | 1 0.01 98.35 54030 | 1 0.01 98.36 54310 | 1 0.01 98.37 54510 | 1 0.01 98.38 54800 | 1 0.01 98.39 55040 | 1 0.01 98.40 55340 | 1 0.01 98.41 56800 | 1 0.01 98.42 57650 | 1 0.01 98.43 59250 | 1 0.01 98.44 65060 | 1 0.01 98.45 65200 | 1 0.01 98.46 66170 | 1 0.01 98.47 67370 | 1 0.01 98.48 67860 | 1 0.01 98.49 68140 | 1 0.01 98.50 69690 | 1 0.01 98.51 69770 | 1 0.01 98.52 70970 | 1 0.01 98.53 71100 | 1 0.01 98.54 71400 | 1 0.01 98.55 72610 | 1 0.01 98.56 72620 | 1 0.01 98.57 73670 | 1 0.01 98.58 74050 | 1 0.01 98.59 74780 | 1 0.01 98.60 75640 | 1 0.01 98.61 77200 | 1 0.01 98.62 77300 | 1 0.01 98.63 79870 | 1 0.01 98.64 80080 | 1 0.01 98.65 80940 | 1 0.01 98.66 82630 | 1 0.01 98.67 82990 | 1 0.01 98.68 83490 | 1 0.01 98.69 83520 | 1 0.01 98.70 83740 | 1 0.01 98.71 84710 | 1 0.01 98.72 84910 | 1 0.01 98.73 85100 | 1 0.01 98.74 88720 | 1 0.01 98.75 88790 | 1 0.01 98.76 92180 | 1 0.01 98.77 92460 | 1 0.01 98.78 94950 | 1 0.01 98.79 95850 | 1 0.01 98.80 103880 | 1 0.01 98.81 104950 | 1 0.01 98.82 105330 | 1 0.01 98.83 105840 | 1 0.01 98.84 107160 | 1 0.01 98.85 107390 | 1 0.01 98.86 107460 | 1 0.01 98.87 108140 | 1 0.01 98.88 108240 | 1 0.01 98.89 110300 | 1 0.01 98.90 111450 | 1 0.01 98.91 111540 | 1 0.01 98.92 111870 | 1 0.01 98.93 112190 | 1 0.01 98.94 112330 | 1 0.01 98.95 112540 | 1 0.01 98.96 112900 | 1 0.01 98.97 113130 | 1 0.01 98.98 114980 | 1 0.01 98.99 115120 | 1 0.01 99.00 115700 | 1 0.01 99.01 115850 | 1 0.01 99.02 116770 | 1 0.01 99.03 117010 | 1 0.01 99.04 120580 | 1 0.01 99.05 124090 | 1 0.01 99.06 125160 | 1 0.01 99.07 128170 | 1 0.01 99.08 129730 | 1 0.01 99.09 130140 | 1 0.01 99.10 131360 | 1 0.01 99.11 133090 | 1 0.01 99.12 133610 | 1 0.01 99.13 135670 | 1 0.01 99.14 135690 | 1 0.01 99.15 138770 | 1 0.01 99.16 140460 | 1 0.01 99.17 144500 | 1 0.01 99.18 147780 | 1 0.01 99.19 148390 | 1 0.01 99.20 148710 | 1 0.01 99.21 150720 | 1 0.01 99.22 151140 | 1 0.01 99.23 152940 | 1 0.01 99.24 153740 | 1 0.01 99.25 154930 | 1 0.01 99.26 156470 | 1 0.01 99.27 158130 | 2 0.02 99.29 163890 | 1 0.01 99.30 166240 | 1 0.01 99.31 174070 | 1 0.01 99.32 176310 | 1 0.01 99.33 177710 | 1 0.01 99.34 179340 | 1 0.01 99.35 180730 | 1 0.01 99.36 187010 | 1 0.01 99.37 190530 | 1 0.01 99.38 191190 | 1 0.01 99.39 192420 | 1 0.01 99.40 194370 | 1 0.01 99.41 197270 | 1 0.01 99.42 200490 | 1 0.01 99.43 200700 | 1 0.01 99.44 201240 | 1 0.01 99.45 203850 | 1 0.01 99.46 204880 | 1 0.01 99.47 204980 | 1 0.01 99.48 208980 | 1 0.01 99.49 211500 | 1 0.01 99.50 213350 | 1 0.01 99.51 214080 | 1 0.01 99.52 221900 | 1 0.01 99.53 224250 | 1 0.01 99.54 225870 | 1 0.01 99.55 230240 | 1 0.01 99.56 232380 | 1 0.01 99.57 233620 | 1 0.01 99.58 251180 | 1 0.01 99.59 252580 | 1 0.01 99.60 255600 | 1 0.01 99.61 257560 | 1 0.01 99.62 262450 | 1 0.01 99.63 266710 | 1 0.01 99.64 269490 | 1 0.01 99.65 275580 | 1 0.01 99.66 275870 | 1 0.01 99.67 277560 | 1 0.01 99.68 281130 | 1 0.01 99.69 288580 | 1 0.01 99.70 290420 | 1 0.01 99.71 294560 | 1 0.01 99.72 300750 | 1 0.01 99.73 304840 | 1 0.01 99.74 309250 | 1 0.01 99.75 316720 | 1 0.01 99.76 341760 | 1 0.01 99.77 343710 | 1 0.01 99.78 354820 | 1 0.01 99.79 369480 | 1 0.01 99.80 377580 | 1 0.01 99.81 377680 | 1 0.01 99.82 378110 | 1 0.01 99.83 383900 | 1 0.01 99.84 393040 | 1 0.01 99.85 394810 | 1 0.01 99.86 399990 | 1 0.01 99.87 403310 | 1 0.01 99.88 453400 | 1 0.01 99.89 479510 | 1 0.01 99.90 536320 | 1 0.01 99.91 539910 | 1 0.01 99.92 573270 | 1 0.01 99.93 594830 | 1 0.01 99.94 714910 | 1 0.01 99.95 746450 | 1 0.01 99.96 752770 | 1 0.01 99.97 816760 | 1 0.01 99.98 836910 | 1 0.01 99.99 1556090 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017