Frequencies for first 10,000 rows of n18300 variable in zipcode2014 dataset : Number of | returns | with taxes | paid | Schedule | A:9 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,740 17.40 17.40 20 | 387 3.87 21.27 30 | 716 7.16 28.43 40 | 638 6.38 34.81 50 | 462 4.62 39.43 60 | 316 3.16 42.59 70 | 277 2.77 45.36 80 | 261 2.61 47.97 90 | 238 2.38 50.35 100 | 208 2.08 52.43 110 | 181 1.81 54.24 120 | 179 1.79 56.03 130 | 142 1.42 57.45 140 | 157 1.57 59.02 150 | 146 1.46 60.48 160 | 121 1.21 61.69 170 | 127 1.27 62.96 180 | 102 1.02 63.98 190 | 89 0.89 64.87 200 | 103 1.03 65.90 210 | 96 0.96 66.86 220 | 73 0.73 67.59 230 | 117 1.17 68.76 240 | 72 0.72 69.48 250 | 67 0.67 70.15 260 | 78 0.78 70.93 270 | 69 0.69 71.62 280 | 69 0.69 72.31 290 | 58 0.58 72.89 300 | 65 0.65 73.54 310 | 52 0.52 74.06 320 | 46 0.46 74.52 330 | 65 0.65 75.17 340 | 58 0.58 75.75 350 | 55 0.55 76.30 360 | 54 0.54 76.84 370 | 45 0.45 77.29 380 | 49 0.49 77.78 390 | 52 0.52 78.30 400 | 50 0.50 78.80 410 | 35 0.35 79.15 420 | 41 0.41 79.56 430 | 33 0.33 79.89 440 | 32 0.32 80.21 450 | 34 0.34 80.55 460 | 34 0.34 80.89 470 | 42 0.42 81.31 480 | 33 0.33 81.64 490 | 34 0.34 81.98 500 | 28 0.28 82.26 510 | 40 0.40 82.66 520 | 44 0.44 83.10 530 | 37 0.37 83.47 540 | 25 0.25 83.72 550 | 25 0.25 83.97 560 | 29 0.29 84.26 570 | 30 0.30 84.56 580 | 27 0.27 84.83 590 | 29 0.29 85.12 600 | 24 0.24 85.36 610 | 25 0.25 85.61 620 | 25 0.25 85.86 630 | 42 0.42 86.28 640 | 22 0.22 86.50 650 | 20 0.20 86.70 660 | 15 0.15 86.85 670 | 20 0.20 87.05 680 | 22 0.22 87.27 690 | 24 0.24 87.51 700 | 11 0.11 87.62 710 | 22 0.22 87.84 720 | 22 0.22 88.06 730 | 21 0.21 88.27 740 | 16 0.16 88.43 750 | 15 0.15 88.58 760 | 13 0.13 88.71 770 | 12 0.12 88.83 780 | 20 0.20 89.03 790 | 13 0.13 89.16 800 | 11 0.11 89.27 810 | 15 0.15 89.42 820 | 16 0.16 89.58 830 | 20 0.20 89.78 840 | 16 0.16 89.94 850 | 11 0.11 90.05 860 | 13 0.13 90.18 870 | 14 0.14 90.32 880 | 13 0.13 90.45 890 | 7 0.07 90.52 900 | 7 0.07 90.59 910 | 11 0.11 90.70 920 | 13 0.13 90.83 930 | 8 0.08 90.91 940 | 4 0.04 90.95 950 | 9 0.09 91.04 960 | 12 0.12 91.16 970 | 8 0.08 91.24 980 | 8 0.08 91.32 990 | 11 0.11 91.43 1000 | 17 0.17 91.60 1010 | 11 0.11 91.71 1020 | 6 0.06 91.77 1030 | 5 0.05 91.82 1040 | 12 0.12 91.94 1050 | 4 0.04 91.98 1060 | 6 0.06 92.04 1070 | 5 0.05 92.09 1080 | 9 0.09 92.18 1090 | 10 0.10 92.28 1100 | 13 0.13 92.41 1110 | 12 0.12 92.53 1120 | 11 0.11 92.64 1130 | 7 0.07 92.71 1140 | 3 0.03 92.74 1150 | 9 0.09 92.83 1160 | 6 0.06 92.89 1170 | 5 0.05 92.94 1180 | 7 0.07 93.01 1190 | 7 0.07 93.08 1200 | 10 0.10 93.18 1210 | 7 0.07 93.25 1220 | 3 0.03 93.28 1230 | 4 0.04 93.32 1240 | 6 0.06 93.38 1250 | 8 0.08 93.46 1260 | 8 0.08 93.54 1270 | 5 0.05 93.59 1280 | 7 0.07 93.66 1290 | 9 0.09 93.75 1300 | 7 0.07 93.82 1310 | 5 0.05 93.87 1320 | 4 0.04 93.91 1330 | 4 0.04 93.95 1340 | 6 0.06 94.01 1350 | 5 0.05 94.06 1360 | 9 0.09 94.15 1370 | 4 0.04 94.19 1380 | 2 0.02 94.21 1390 | 3 0.03 94.24 1400 | 5 0.05 94.29 1410 | 1 0.01 94.30 1420 | 3 0.03 94.33 1430 | 3 0.03 94.36 1440 | 7 0.07 94.43 1450 | 4 0.04 94.47 1460 | 4 0.04 94.51 1470 | 5 0.05 94.56 1480 | 2 0.02 94.58 1490 | 2 0.02 94.60 1500 | 1 0.01 94.61 1510 | 3 0.03 94.64 1520 | 6 0.06 94.70 1530 | 1 0.01 94.71 1540 | 3 0.03 94.74 1550 | 5 0.05 94.79 1560 | 2 0.02 94.81 1570 | 5 0.05 94.86 1580 | 6 0.06 94.92 1590 | 5 0.05 94.97 1600 | 2 0.02 94.99 1610 | 7 0.07 95.06 1620 | 4 0.04 95.10 1630 | 2 0.02 95.12 1640 | 1 0.01 95.13 1650 | 4 0.04 95.17 1660 | 6 0.06 95.23 1670 | 2 0.02 95.25 1680 | 1 0.01 95.26 1690 | 4 0.04 95.30 1700 | 4 0.04 95.34 1710 | 4 0.04 95.38 1720 | 2 0.02 95.40 1740 | 5 0.05 95.45 1750 | 1 0.01 95.46 1760 | 4 0.04 95.50 1770 | 1 0.01 95.51 1780 | 2 0.02 95.53 1800 | 5 0.05 95.58 1820 | 1 0.01 95.59 1830 | 4 0.04 95.63 1840 | 1 0.01 95.64 1860 | 2 0.02 95.66 1870 | 1 0.01 95.67 1880 | 2 0.02 95.69 1890 | 1 0.01 95.70 1900 | 1 0.01 95.71 1910 | 2 0.02 95.73 1920 | 1 0.01 95.74 1930 | 1 0.01 95.75 1950 | 1 0.01 95.76 1970 | 1 0.01 95.77 1980 | 2 0.02 95.79 1990 | 2 0.02 95.81 2000 | 2 0.02 95.83 2010 | 1 0.01 95.84 2030 | 1 0.01 95.85 2040 | 1 0.01 95.86 2050 | 2 0.02 95.88 2060 | 1 0.01 95.89 2070 | 2 0.02 95.91 2080 | 2 0.02 95.93 2090 | 3 0.03 95.96 2100 | 2 0.02 95.98 2110 | 2 0.02 96.00 2120 | 1 0.01 96.01 2130 | 1 0.01 96.02 2140 | 2 0.02 96.04 2160 | 1 0.01 96.05 2170 | 1 0.01 96.06 2180 | 2 0.02 96.08 2190 | 1 0.01 96.09 2200 | 1 0.01 96.10 2210 | 1 0.01 96.11 2220 | 2 0.02 96.13 2230 | 1 0.01 96.14 2240 | 1 0.01 96.15 2250 | 2 0.02 96.17 2260 | 3 0.03 96.20 2270 | 1 0.01 96.21 2280 | 3 0.03 96.24 2300 | 3 0.03 96.27 2310 | 2 0.02 96.29 2340 | 1 0.01 96.30 2350 | 1 0.01 96.31 2360 | 2 0.02 96.33 2370 | 1 0.01 96.34 2390 | 1 0.01 96.35 2420 | 3 0.03 96.38 2430 | 2 0.02 96.40 2440 | 1 0.01 96.41 2450 | 1 0.01 96.42 2470 | 1 0.01 96.43 2480 | 2 0.02 96.45 2520 | 1 0.01 96.46 2550 | 1 0.01 96.47 2590 | 2 0.02 96.49 2600 | 2 0.02 96.51 2610 | 2 0.02 96.53 2620 | 1 0.01 96.54 2640 | 1 0.01 96.55 2650 | 1 0.01 96.56 2700 | 1 0.01 96.57 2720 | 1 0.01 96.58 2730 | 1 0.01 96.59 2740 | 1 0.01 96.60 2810 | 1 0.01 96.61 2840 | 1 0.01 96.62 2850 | 2 0.02 96.64 2880 | 1 0.01 96.65 2910 | 1 0.01 96.66 2920 | 1 0.01 96.67 2950 | 2 0.02 96.69 2980 | 2 0.02 96.71 2990 | 1 0.01 96.72 3000 | 2 0.02 96.74 3030 | 2 0.02 96.76 3080 | 1 0.01 96.77 3160 | 1 0.01 96.78 3170 | 1 0.01 96.79 3180 | 1 0.01 96.80 3190 | 1 0.01 96.81 3260 | 1 0.01 96.82 3280 | 1 0.01 96.83 3290 | 1 0.01 96.84 3380 | 1 0.01 96.85 3420 | 2 0.02 96.87 3460 | 1 0.01 96.88 3570 | 1 0.01 96.89 3640 | 1 0.01 96.90 3660 | 1 0.01 96.91 3770 | 2 0.02 96.93 3830 | 2 0.02 96.95 4010 | 1 0.01 96.96 4790 | 1 0.01 96.97 5140 | 1 0.01 96.98 5750 | 1 0.01 96.99 6890 | 1 0.01 97.00 6940 | 1 0.01 97.01 7380 | 1 0.01 97.02 7620 | 1 0.01 97.03 7970 | 1 0.01 97.04 8070 | 1 0.01 97.05 8360 | 1 0.01 97.06 8400 | 1 0.01 97.07 8470 | 1 0.01 97.08 9320 | 1 0.01 97.09 9760 | 1 0.01 97.10 10620 | 1 0.01 97.11 10710 | 1 0.01 97.12 10820 | 1 0.01 97.13 10840 | 1 0.01 97.14 11190 | 1 0.01 97.15 11280 | 1 0.01 97.16 11460 | 1 0.01 97.17 11950 | 1 0.01 97.18 12190 | 1 0.01 97.19 12480 | 1 0.01 97.20 12520 | 1 0.01 97.21 12780 | 1 0.01 97.22 13020 | 2 0.02 97.24 13280 | 1 0.01 97.25 13470 | 1 0.01 97.26 13610 | 1 0.01 97.27 14930 | 1 0.01 97.28 14940 | 1 0.01 97.29 15400 | 1 0.01 97.30 15470 | 1 0.01 97.31 16000 | 1 0.01 97.32 16050 | 1 0.01 97.33 16270 | 1 0.01 97.34 16320 | 1 0.01 97.35 16830 | 1 0.01 97.36 17920 | 1 0.01 97.37 19160 | 1 0.01 97.38 19200 | 1 0.01 97.39 19210 | 1 0.01 97.40 19300 | 1 0.01 97.41 19690 | 1 0.01 97.42 19910 | 1 0.01 97.43 20230 | 1 0.01 97.44 20390 | 1 0.01 97.45 20460 | 1 0.01 97.46 20890 | 1 0.01 97.47 22730 | 1 0.01 97.48 22900 | 1 0.01 97.49 23030 | 1 0.01 97.50 23560 | 1 0.01 97.51 23630 | 1 0.01 97.52 23790 | 1 0.01 97.53 24190 | 1 0.01 97.54 24520 | 1 0.01 97.55 25050 | 1 0.01 97.56 25080 | 1 0.01 97.57 25460 | 1 0.01 97.58 25610 | 1 0.01 97.59 26460 | 1 0.01 97.60 26470 | 1 0.01 97.61 26530 | 1 0.01 97.62 26990 | 1 0.01 97.63 27230 | 1 0.01 97.64 27880 | 1 0.01 97.65 28160 | 1 0.01 97.66 29110 | 1 0.01 97.67 29230 | 1 0.01 97.68 29250 | 1 0.01 97.69 29310 | 2 0.02 97.71 31010 | 1 0.01 97.72 31230 | 1 0.01 97.73 31410 | 1 0.01 97.74 32700 | 1 0.01 97.75 32930 | 1 0.01 97.76 33120 | 1 0.01 97.77 33270 | 1 0.01 97.78 34190 | 1 0.01 97.79 34480 | 1 0.01 97.80 34530 | 1 0.01 97.81 34930 | 1 0.01 97.82 35590 | 1 0.01 97.83 35730 | 1 0.01 97.84 36150 | 1 0.01 97.85 36740 | 1 0.01 97.86 36810 | 1 0.01 97.87 37160 | 1 0.01 97.88 37680 | 1 0.01 97.89 37840 | 1 0.01 97.90 39330 | 1 0.01 97.91 39340 | 1 0.01 97.92 39590 | 1 0.01 97.93 41130 | 1 0.01 97.94 41650 | 1 0.01 97.95 41740 | 1 0.01 97.96 42200 | 1 0.01 97.97 42620 | 1 0.01 97.98 42910 | 1 0.01 97.99 42950 | 1 0.01 98.00 45560 | 1 0.01 98.01 45960 | 1 0.01 98.02 46190 | 1 0.01 98.03 46240 | 1 0.01 98.04 46740 | 1 0.01 98.05 47820 | 1 0.01 98.06 47890 | 1 0.01 98.07 47940 | 1 0.01 98.08 48360 | 1 0.01 98.09 49300 | 1 0.01 98.10 50570 | 1 0.01 98.11 50710 | 1 0.01 98.12 50820 | 1 0.01 98.13 51300 | 1 0.01 98.14 51870 | 1 0.01 98.15 52100 | 1 0.01 98.16 52570 | 1 0.01 98.17 52870 | 1 0.01 98.18 54570 | 1 0.01 98.19 55070 | 1 0.01 98.20 55350 | 1 0.01 98.21 55720 | 1 0.01 98.22 56870 | 1 0.01 98.23 57790 | 1 0.01 98.24 58940 | 1 0.01 98.25 61330 | 1 0.01 98.26 61340 | 1 0.01 98.27 61750 | 1 0.01 98.28 62070 | 1 0.01 98.29 62160 | 1 0.01 98.30 63390 | 1 0.01 98.31 64000 | 1 0.01 98.32 64480 | 1 0.01 98.33 64610 | 1 0.01 98.34 65580 | 1 0.01 98.35 66580 | 1 0.01 98.36 67240 | 1 0.01 98.37 68300 | 1 0.01 98.38 70490 | 1 0.01 98.39 71250 | 1 0.01 98.40 72480 | 1 0.01 98.41 72650 | 1 0.01 98.42 72960 | 1 0.01 98.43 72990 | 1 0.01 98.44 74490 | 1 0.01 98.45 76280 | 1 0.01 98.46 76300 | 1 0.01 98.47 78440 | 1 0.01 98.48 79080 | 1 0.01 98.49 80650 | 1 0.01 98.50 81940 | 1 0.01 98.51 82280 | 1 0.01 98.52 82490 | 1 0.01 98.53 82690 | 1 0.01 98.54 82750 | 1 0.01 98.55 84710 | 1 0.01 98.56 85590 | 1 0.01 98.57 86000 | 1 0.01 98.58 86030 | 1 0.01 98.59 87440 | 1 0.01 98.60 88040 | 1 0.01 98.61 89470 | 1 0.01 98.62 90310 | 1 0.01 98.63 94750 | 1 0.01 98.64 95240 | 1 0.01 98.65 95400 | 1 0.01 98.66 95840 | 1 0.01 98.67 98610 | 1 0.01 98.68 99890 | 1 0.01 98.69 103980 | 1 0.01 98.70 104500 | 1 0.01 98.71 104850 | 1 0.01 98.72 106200 | 1 0.01 98.73 108780 | 1 0.01 98.74 108840 | 1 0.01 98.75 108960 | 1 0.01 98.76 112470 | 1 0.01 98.77 112540 | 1 0.01 98.78 112590 | 1 0.01 98.79 113800 | 1 0.01 98.80 114030 | 1 0.01 98.81 114050 | 1 0.01 98.82 118260 | 1 0.01 98.83 118690 | 1 0.01 98.84 119380 | 1 0.01 98.85 119390 | 1 0.01 98.86 120360 | 1 0.01 98.87 121040 | 1 0.01 98.88 121350 | 1 0.01 98.89 121570 | 1 0.01 98.90 122810 | 1 0.01 98.91 125320 | 1 0.01 98.92 126230 | 1 0.01 98.93 127010 | 1 0.01 98.94 130610 | 1 0.01 98.95 131380 | 1 0.01 98.96 131670 | 1 0.01 98.97 132090 | 1 0.01 98.98 132910 | 1 0.01 98.99 133060 | 1 0.01 99.00 133310 | 1 0.01 99.01 134570 | 1 0.01 99.02 135030 | 1 0.01 99.03 137290 | 1 0.01 99.04 137470 | 1 0.01 99.05 139190 | 1 0.01 99.06 140130 | 1 0.01 99.07 142350 | 1 0.01 99.08 143220 | 1 0.01 99.09 143550 | 1 0.01 99.10 145060 | 1 0.01 99.11 148200 | 1 0.01 99.12 148510 | 1 0.01 99.13 151820 | 1 0.01 99.14 156030 | 1 0.01 99.15 158960 | 1 0.01 99.16 161360 | 1 0.01 99.17 162680 | 1 0.01 99.18 165360 | 1 0.01 99.19 165540 | 1 0.01 99.20 165670 | 1 0.01 99.21 166030 | 1 0.01 99.22 167890 | 1 0.01 99.23 173980 | 1 0.01 99.24 179040 | 1 0.01 99.25 188120 | 1 0.01 99.26 190350 | 1 0.01 99.27 190460 | 1 0.01 99.28 191240 | 1 0.01 99.29 201890 | 1 0.01 99.30 203180 | 1 0.01 99.31 204080 | 1 0.01 99.32 208560 | 1 0.01 99.33 209380 | 1 0.01 99.34 210360 | 1 0.01 99.35 213830 | 1 0.01 99.36 214640 | 1 0.01 99.37 216890 | 1 0.01 99.38 220340 | 1 0.01 99.39 221290 | 1 0.01 99.40 223540 | 2 0.02 99.42 224300 | 1 0.01 99.43 225830 | 1 0.01 99.44 225890 | 1 0.01 99.45 227910 | 1 0.01 99.46 231920 | 1 0.01 99.47 232140 | 1 0.01 99.48 237040 | 1 0.01 99.49 239620 | 1 0.01 99.50 242680 | 1 0.01 99.51 252960 | 1 0.01 99.52 254260 | 1 0.01 99.53 260680 | 1 0.01 99.54 268200 | 1 0.01 99.55 269670 | 1 0.01 99.56 269890 | 1 0.01 99.57 270430 | 1 0.01 99.58 276460 | 1 0.01 99.59 278850 | 1 0.01 99.60 279240 | 1 0.01 99.61 284740 | 1 0.01 99.62 285990 | 1 0.01 99.63 293050 | 1 0.01 99.64 294130 | 1 0.01 99.65 303890 | 1 0.01 99.66 315190 | 1 0.01 99.67 319840 | 1 0.01 99.68 321330 | 1 0.01 99.69 330510 | 1 0.01 99.70 345400 | 1 0.01 99.71 363830 | 1 0.01 99.72 375790 | 1 0.01 99.73 381120 | 1 0.01 99.74 390190 | 1 0.01 99.75 392670 | 1 0.01 99.76 395220 | 1 0.01 99.77 420550 | 1 0.01 99.78 420580 | 1 0.01 99.79 422240 | 1 0.01 99.80 423460 | 1 0.01 99.81 426880 | 1 0.01 99.82 428120 | 1 0.01 99.83 456060 | 1 0.01 99.84 461620 | 1 0.01 99.85 474900 | 1 0.01 99.86 486910 | 1 0.01 99.87 512610 | 1 0.01 99.88 537320 | 1 0.01 99.89 565660 | 1 0.01 99.90 570680 | 1 0.01 99.91 586610 | 1 0.01 99.92 634710 | 1 0.01 99.93 807290 | 1 0.01 99.94 810600 | 1 0.01 99.95 908700 | 1 0.01 99.96 953670 | 1 0.01 99.97 956490 | 1 0.01 99.98 1018110 | 1 0.01 99.99 1867580 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017