Frequencies for first 10,000 rows of n18500 variable in zipcode2016 dataset : Number of | returns | with real | estate | taxes | Schedule | A:6 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,131 21.31 21.31 20 | 473 4.73 26.04 30 | 762 7.62 33.66 40 | 689 6.89 40.55 50 | 483 4.83 45.38 60 | 299 2.99 48.37 70 | 321 3.21 51.58 80 | 257 2.57 54.15 90 | 242 2.42 56.57 100 | 192 1.92 58.49 110 | 183 1.83 60.32 120 | 145 1.45 61.77 130 | 146 1.46 63.23 140 | 150 1.50 64.73 150 | 136 1.36 66.09 160 | 117 1.17 67.26 170 | 109 1.09 68.35 180 | 104 1.04 69.39 190 | 92 0.92 70.31 200 | 82 0.82 71.13 210 | 85 0.85 71.98 220 | 81 0.81 72.79 230 | 76 0.76 73.55 240 | 69 0.69 74.24 250 | 71 0.71 74.95 260 | 57 0.57 75.52 270 | 67 0.67 76.19 280 | 63 0.63 76.82 290 | 51 0.51 77.33 300 | 53 0.53 77.86 310 | 49 0.49 78.35 320 | 51 0.51 78.86 330 | 54 0.54 79.40 340 | 45 0.45 79.85 350 | 48 0.48 80.33 360 | 53 0.53 80.86 370 | 46 0.46 81.32 380 | 53 0.53 81.85 390 | 39 0.39 82.24 400 | 24 0.24 82.48 410 | 36 0.36 82.84 420 | 29 0.29 83.13 430 | 26 0.26 83.39 440 | 37 0.37 83.76 450 | 36 0.36 84.12 460 | 43 0.43 84.55 470 | 28 0.28 84.83 480 | 27 0.27 85.10 490 | 33 0.33 85.43 500 | 31 0.31 85.74 510 | 22 0.22 85.96 520 | 17 0.17 86.13 530 | 21 0.21 86.34 540 | 23 0.23 86.57 550 | 28 0.28 86.85 560 | 12 0.12 86.97 570 | 25 0.25 87.22 580 | 25 0.25 87.47 590 | 21 0.21 87.68 600 | 26 0.26 87.94 610 | 19 0.19 88.13 620 | 29 0.29 88.42 630 | 25 0.25 88.67 640 | 13 0.13 88.80 650 | 20 0.20 89.00 660 | 22 0.22 89.22 670 | 16 0.16 89.38 680 | 12 0.12 89.50 690 | 14 0.14 89.64 700 | 24 0.24 89.88 710 | 24 0.24 90.12 720 | 16 0.16 90.28 730 | 11 0.11 90.39 740 | 10 0.10 90.49 750 | 12 0.12 90.61 760 | 10 0.10 90.71 770 | 13 0.13 90.84 780 | 13 0.13 90.97 790 | 16 0.16 91.13 800 | 14 0.14 91.27 810 | 8 0.08 91.35 820 | 15 0.15 91.50 830 | 8 0.08 91.58 840 | 12 0.12 91.70 850 | 7 0.07 91.77 860 | 10 0.10 91.87 870 | 13 0.13 92.00 880 | 4 0.04 92.04 890 | 7 0.07 92.11 900 | 5 0.05 92.16 910 | 6 0.06 92.22 920 | 5 0.05 92.27 930 | 8 0.08 92.35 940 | 9 0.09 92.44 950 | 6 0.06 92.50 960 | 8 0.08 92.58 970 | 7 0.07 92.65 980 | 7 0.07 92.72 990 | 9 0.09 92.81 1000 | 9 0.09 92.90 1010 | 7 0.07 92.97 1020 | 4 0.04 93.01 1030 | 5 0.05 93.06 1040 | 5 0.05 93.11 1050 | 5 0.05 93.16 1060 | 5 0.05 93.21 1070 | 5 0.05 93.26 1080 | 7 0.07 93.33 1090 | 5 0.05 93.38 1100 | 5 0.05 93.43 1110 | 8 0.08 93.51 1120 | 7 0.07 93.58 1130 | 3 0.03 93.61 1140 | 3 0.03 93.64 1150 | 8 0.08 93.72 1160 | 6 0.06 93.78 1170 | 3 0.03 93.81 1180 | 3 0.03 93.84 1190 | 8 0.08 93.92 1200 | 4 0.04 93.96 1210 | 5 0.05 94.01 1220 | 7 0.07 94.08 1230 | 7 0.07 94.15 1240 | 8 0.08 94.23 1250 | 2 0.02 94.25 1260 | 5 0.05 94.30 1270 | 4 0.04 94.34 1280 | 5 0.05 94.39 1290 | 4 0.04 94.43 1300 | 7 0.07 94.50 1310 | 4 0.04 94.54 1320 | 5 0.05 94.59 1330 | 3 0.03 94.62 1340 | 1 0.01 94.63 1350 | 5 0.05 94.68 1360 | 5 0.05 94.73 1370 | 3 0.03 94.76 1380 | 4 0.04 94.80 1390 | 7 0.07 94.87 1400 | 3 0.03 94.90 1410 | 5 0.05 94.95 1420 | 2 0.02 94.97 1430 | 4 0.04 95.01 1440 | 1 0.01 95.02 1450 | 1 0.01 95.03 1460 | 3 0.03 95.06 1480 | 1 0.01 95.07 1490 | 1 0.01 95.08 1500 | 3 0.03 95.11 1510 | 2 0.02 95.13 1520 | 3 0.03 95.16 1530 | 7 0.07 95.23 1540 | 4 0.04 95.27 1550 | 1 0.01 95.28 1560 | 1 0.01 95.29 1570 | 4 0.04 95.33 1590 | 5 0.05 95.38 1600 | 5 0.05 95.43 1610 | 1 0.01 95.44 1620 | 4 0.04 95.48 1630 | 2 0.02 95.50 1650 | 2 0.02 95.52 1660 | 3 0.03 95.55 1670 | 1 0.01 95.56 1680 | 2 0.02 95.58 1690 | 2 0.02 95.60 1700 | 2 0.02 95.62 1710 | 2 0.02 95.64 1730 | 4 0.04 95.68 1740 | 4 0.04 95.72 1760 | 2 0.02 95.74 1770 | 1 0.01 95.75 1780 | 1 0.01 95.76 1790 | 1 0.01 95.77 1800 | 2 0.02 95.79 1820 | 3 0.03 95.82 1830 | 2 0.02 95.84 1840 | 1 0.01 95.85 1850 | 1 0.01 95.86 1860 | 1 0.01 95.87 1870 | 1 0.01 95.88 1880 | 1 0.01 95.89 1930 | 2 0.02 95.91 1940 | 3 0.03 95.94 1950 | 2 0.02 95.96 1960 | 1 0.01 95.97 1970 | 1 0.01 95.98 1980 | 2 0.02 96.00 1990 | 2 0.02 96.02 2020 | 1 0.01 96.03 2030 | 1 0.01 96.04 2040 | 2 0.02 96.06 2050 | 1 0.01 96.07 2060 | 2 0.02 96.09 2070 | 2 0.02 96.11 2080 | 2 0.02 96.13 2090 | 1 0.01 96.14 2100 | 1 0.01 96.15 2120 | 1 0.01 96.16 2130 | 3 0.03 96.19 2150 | 2 0.02 96.21 2170 | 2 0.02 96.23 2180 | 2 0.02 96.25 2190 | 1 0.01 96.26 2200 | 1 0.01 96.27 2220 | 1 0.01 96.28 2240 | 2 0.02 96.30 2250 | 2 0.02 96.32 2260 | 1 0.01 96.33 2270 | 2 0.02 96.35 2290 | 1 0.01 96.36 2310 | 2 0.02 96.38 2320 | 1 0.01 96.39 2330 | 1 0.01 96.40 2340 | 1 0.01 96.41 2350 | 2 0.02 96.43 2360 | 3 0.03 96.46 2380 | 2 0.02 96.48 2400 | 1 0.01 96.49 2450 | 1 0.01 96.50 2460 | 1 0.01 96.51 2480 | 3 0.03 96.54 2490 | 2 0.02 96.56 2510 | 1 0.01 96.57 2520 | 1 0.01 96.58 2530 | 1 0.01 96.59 2540 | 1 0.01 96.60 2550 | 1 0.01 96.61 2630 | 1 0.01 96.62 2640 | 2 0.02 96.64 2670 | 1 0.01 96.65 2700 | 1 0.01 96.66 2760 | 2 0.02 96.68 2770 | 1 0.01 96.69 2780 | 1 0.01 96.70 2790 | 1 0.01 96.71 2800 | 1 0.01 96.72 2880 | 2 0.02 96.74 2920 | 2 0.02 96.76 2950 | 1 0.01 96.77 3010 | 2 0.02 96.79 3020 | 1 0.01 96.80 3030 | 1 0.01 96.81 3040 | 1 0.01 96.82 3060 | 1 0.01 96.83 3070 | 1 0.01 96.84 3080 | 1 0.01 96.85 3140 | 2 0.02 96.87 3180 | 1 0.01 96.88 3220 | 1 0.01 96.89 3230 | 1 0.01 96.90 3240 | 1 0.01 96.91 3270 | 1 0.01 96.92 3300 | 2 0.02 96.94 3450 | 1 0.01 96.95 3510 | 1 0.01 96.96 3650 | 1 0.01 96.97 3780 | 1 0.01 96.98 4100 | 1 0.01 96.99 4390 | 1 0.01 97.00 5060 | 1 0.01 97.01 5650 | 1 0.01 97.02 6090 | 1 0.01 97.03 6230 | 1 0.01 97.04 6720 | 1 0.01 97.05 7070 | 1 0.01 97.06 7220 | 1 0.01 97.07 8150 | 1 0.01 97.08 8240 | 1 0.01 97.09 8270 | 1 0.01 97.10 8530 | 1 0.01 97.11 8760 | 1 0.01 97.12 8910 | 1 0.01 97.13 8940 | 1 0.01 97.14 9120 | 1 0.01 97.15 9230 | 1 0.01 97.16 9320 | 1 0.01 97.17 9520 | 1 0.01 97.18 9720 | 1 0.01 97.19 9980 | 1 0.01 97.20 10070 | 1 0.01 97.21 10130 | 1 0.01 97.22 11200 | 1 0.01 97.23 11300 | 1 0.01 97.24 11510 | 1 0.01 97.25 11570 | 1 0.01 97.26 11580 | 1 0.01 97.27 11910 | 1 0.01 97.28 11920 | 1 0.01 97.29 12080 | 1 0.01 97.30 12290 | 1 0.01 97.31 12400 | 1 0.01 97.32 12550 | 2 0.02 97.34 13020 | 1 0.01 97.35 13090 | 2 0.02 97.37 15730 | 1 0.01 97.38 15990 | 1 0.01 97.39 16260 | 1 0.01 97.40 16770 | 1 0.01 97.41 16810 | 1 0.01 97.42 16880 | 1 0.01 97.43 17210 | 1 0.01 97.44 17410 | 1 0.01 97.45 17630 | 1 0.01 97.46 17850 | 1 0.01 97.47 18040 | 1 0.01 97.48 18960 | 1 0.01 97.49 19040 | 1 0.01 97.50 19460 | 1 0.01 97.51 19580 | 1 0.01 97.52 19640 | 2 0.02 97.54 19770 | 1 0.01 97.55 20010 | 1 0.01 97.56 20150 | 1 0.01 97.57 20220 | 1 0.01 97.58 20760 | 1 0.01 97.59 21460 | 1 0.01 97.60 21660 | 1 0.01 97.61 21840 | 1 0.01 97.62 22600 | 1 0.01 97.63 22860 | 1 0.01 97.64 23200 | 1 0.01 97.65 24270 | 1 0.01 97.66 24980 | 1 0.01 97.67 25040 | 1 0.01 97.68 25080 | 1 0.01 97.69 25110 | 1 0.01 97.70 25920 | 1 0.01 97.71 26910 | 1 0.01 97.72 26980 | 1 0.01 97.73 27070 | 1 0.01 97.74 27170 | 1 0.01 97.75 27450 | 1 0.01 97.76 28060 | 1 0.01 97.77 28140 | 1 0.01 97.78 28280 | 1 0.01 97.79 28770 | 1 0.01 97.80 28970 | 1 0.01 97.81 29720 | 1 0.01 97.82 29910 | 1 0.01 97.83 30190 | 1 0.01 97.84 30290 | 1 0.01 97.85 30910 | 1 0.01 97.86 31710 | 1 0.01 97.87 32170 | 1 0.01 97.88 32440 | 1 0.01 97.89 33160 | 1 0.01 97.90 33300 | 1 0.01 97.91 33660 | 1 0.01 97.92 33950 | 1 0.01 97.93 34070 | 1 0.01 97.94 34900 | 1 0.01 97.95 35620 | 1 0.01 97.96 36140 | 1 0.01 97.97 36880 | 1 0.01 97.98 37060 | 1 0.01 97.99 37100 | 1 0.01 98.00 37350 | 1 0.01 98.01 37540 | 1 0.01 98.02 38460 | 1 0.01 98.03 38540 | 1 0.01 98.04 38640 | 1 0.01 98.05 38800 | 1 0.01 98.06 39310 | 1 0.01 98.07 39930 | 1 0.01 98.08 41110 | 1 0.01 98.09 41380 | 1 0.01 98.10 42190 | 1 0.01 98.11 42380 | 1 0.01 98.12 42490 | 1 0.01 98.13 43070 | 1 0.01 98.14 43360 | 1 0.01 98.15 44770 | 1 0.01 98.16 45480 | 1 0.01 98.17 46570 | 1 0.01 98.18 46590 | 1 0.01 98.19 46700 | 1 0.01 98.20 47620 | 1 0.01 98.21 47840 | 1 0.01 98.22 48590 | 1 0.01 98.23 48780 | 1 0.01 98.24 49290 | 1 0.01 98.25 49810 | 1 0.01 98.26 50350 | 1 0.01 98.27 51120 | 1 0.01 98.28 51350 | 1 0.01 98.29 52690 | 1 0.01 98.30 53830 | 1 0.01 98.31 53940 | 1 0.01 98.32 54760 | 1 0.01 98.33 55420 | 1 0.01 98.34 55430 | 1 0.01 98.35 55490 | 1 0.01 98.36 55870 | 1 0.01 98.37 55960 | 1 0.01 98.38 56840 | 1 0.01 98.39 58480 | 1 0.01 98.40 58570 | 1 0.01 98.41 59620 | 1 0.01 98.42 61270 | 1 0.01 98.43 63480 | 1 0.01 98.44 65060 | 1 0.01 98.45 66390 | 1 0.01 98.46 66650 | 1 0.01 98.47 67720 | 1 0.01 98.48 68100 | 1 0.01 98.49 68800 | 1 0.01 98.50 69930 | 1 0.01 98.51 70070 | 1 0.01 98.52 71200 | 1 0.01 98.53 72860 | 1 0.01 98.54 74040 | 1 0.01 98.55 74870 | 1 0.01 98.56 74900 | 1 0.01 98.57 75950 | 1 0.01 98.58 78120 | 1 0.01 98.59 78160 | 1 0.01 98.60 79030 | 1 0.01 98.61 79290 | 1 0.01 98.62 80340 | 1 0.01 98.63 80850 | 1 0.01 98.64 81310 | 1 0.01 98.65 81770 | 1 0.01 98.66 81990 | 1 0.01 98.67 82460 | 1 0.01 98.68 82800 | 1 0.01 98.69 82990 | 1 0.01 98.70 83050 | 1 0.01 98.71 83620 | 1 0.01 98.72 83750 | 1 0.01 98.73 84380 | 1 0.01 98.74 87570 | 1 0.01 98.75 90640 | 1 0.01 98.76 91040 | 1 0.01 98.77 93290 | 1 0.01 98.78 97220 | 1 0.01 98.79 98040 | 1 0.01 98.80 98980 | 1 0.01 98.81 101330 | 1 0.01 98.82 102490 | 1 0.01 98.83 103690 | 1 0.01 98.84 103820 | 1 0.01 98.85 106640 | 1 0.01 98.86 107140 | 1 0.01 98.87 108950 | 1 0.01 98.88 109060 | 1 0.01 98.89 109160 | 1 0.01 98.90 109210 | 1 0.01 98.91 110560 | 1 0.01 98.92 110890 | 1 0.01 98.93 111180 | 1 0.01 98.94 111480 | 1 0.01 98.95 111980 | 1 0.01 98.96 113340 | 1 0.01 98.97 115020 | 1 0.01 98.98 116950 | 1 0.01 98.99 118250 | 1 0.01 99.00 119570 | 1 0.01 99.01 120360 | 1 0.01 99.02 120660 | 1 0.01 99.03 122460 | 1 0.01 99.04 126910 | 1 0.01 99.05 127350 | 1 0.01 99.06 127500 | 1 0.01 99.07 132560 | 1 0.01 99.08 133750 | 1 0.01 99.09 138040 | 1 0.01 99.10 140250 | 1 0.01 99.11 141070 | 1 0.01 99.12 141760 | 1 0.01 99.13 144430 | 1 0.01 99.14 145580 | 1 0.01 99.15 146240 | 1 0.01 99.16 147500 | 1 0.01 99.17 148740 | 1 0.01 99.18 149210 | 1 0.01 99.19 152790 | 1 0.01 99.20 153860 | 1 0.01 99.21 155980 | 1 0.01 99.22 156130 | 1 0.01 99.23 157370 | 1 0.01 99.24 158760 | 1 0.01 99.25 160690 | 1 0.01 99.26 160920 | 1 0.01 99.27 162500 | 1 0.01 99.28 164230 | 1 0.01 99.29 167030 | 1 0.01 99.30 167750 | 1 0.01 99.31 171840 | 1 0.01 99.32 175530 | 1 0.01 99.33 176630 | 1 0.01 99.34 176970 | 1 0.01 99.35 177130 | 1 0.01 99.36 178510 | 1 0.01 99.37 185580 | 1 0.01 99.38 186770 | 1 0.01 99.39 188870 | 1 0.01 99.40 193650 | 1 0.01 99.41 194730 | 1 0.01 99.42 195930 | 1 0.01 99.43 196410 | 1 0.01 99.44 200040 | 1 0.01 99.45 202950 | 1 0.01 99.46 205680 | 1 0.01 99.47 216120 | 1 0.01 99.48 220570 | 1 0.01 99.49 223150 | 1 0.01 99.50 223930 | 1 0.01 99.51 224600 | 1 0.01 99.52 224950 | 1 0.01 99.53 226440 | 1 0.01 99.54 229430 | 1 0.01 99.55 230400 | 1 0.01 99.56 233010 | 1 0.01 99.57 233710 | 1 0.01 99.58 250440 | 1 0.01 99.59 258830 | 1 0.01 99.60 262930 | 1 0.01 99.61 265100 | 1 0.01 99.62 267130 | 1 0.01 99.63 269920 | 1 0.01 99.64 270700 | 1 0.01 99.65 273550 | 1 0.01 99.66 273590 | 1 0.01 99.67 276890 | 1 0.01 99.68 278450 | 1 0.01 99.69 285070 | 1 0.01 99.70 288080 | 1 0.01 99.71 296100 | 1 0.01 99.72 303320 | 1 0.01 99.73 318930 | 1 0.01 99.74 324700 | 1 0.01 99.75 341000 | 1 0.01 99.76 349230 | 1 0.01 99.77 363780 | 1 0.01 99.78 367340 | 1 0.01 99.79 375920 | 1 0.01 99.80 377980 | 1 0.01 99.81 382880 | 1 0.01 99.82 397730 | 1 0.01 99.83 400380 | 1 0.01 99.84 409440 | 1 0.01 99.85 413620 | 1 0.01 99.86 420460 | 1 0.01 99.87 429390 | 1 0.01 99.88 469330 | 1 0.01 99.89 518860 | 1 0.01 99.90 545850 | 1 0.01 99.91 548400 | 1 0.01 99.92 557260 | 1 0.01 99.93 587860 | 1 0.01 99.94 717730 | 1 0.01 99.95 723680 | 1 0.01 99.96 796030 | 1 0.01 99.97 836920 | 1 0.01 99.98 963730 | 1 0.01 99.99 1654540 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018