Frequencies for first 10,000 rows of n18300 variable in zipcode2016 dataset : Number of | returns | with taxes | paid | Schedule | A:9 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,977 19.77 19.77 20 | 426 4.26 24.03 30 | 801 8.01 32.04 40 | 675 6.75 38.79 50 | 476 4.76 43.55 60 | 323 3.23 46.78 70 | 277 2.77 49.55 80 | 253 2.53 52.08 90 | 236 2.36 54.44 100 | 204 2.04 56.48 110 | 168 1.68 58.16 120 | 141 1.41 59.57 130 | 157 1.57 61.14 140 | 134 1.34 62.48 150 | 139 1.39 63.87 160 | 116 1.16 65.03 170 | 115 1.15 66.18 180 | 98 0.98 67.16 190 | 87 0.87 68.03 200 | 92 0.92 68.95 210 | 74 0.74 69.69 220 | 87 0.87 70.56 230 | 80 0.80 71.36 240 | 79 0.79 72.15 250 | 81 0.81 72.96 260 | 56 0.56 73.52 270 | 58 0.58 74.10 280 | 66 0.66 74.76 290 | 59 0.59 75.35 300 | 50 0.50 75.85 310 | 65 0.65 76.50 320 | 52 0.52 77.02 330 | 47 0.47 77.49 340 | 47 0.47 77.96 350 | 49 0.49 78.45 360 | 43 0.43 78.88 370 | 45 0.45 79.33 380 | 55 0.55 79.88 390 | 48 0.48 80.36 400 | 46 0.46 80.82 410 | 26 0.26 81.08 420 | 38 0.38 81.46 430 | 30 0.30 81.76 440 | 26 0.26 82.02 450 | 23 0.23 82.25 460 | 25 0.25 82.50 470 | 39 0.39 82.89 480 | 33 0.33 83.22 490 | 36 0.36 83.58 500 | 37 0.37 83.95 510 | 32 0.32 84.27 520 | 33 0.33 84.60 530 | 29 0.29 84.89 540 | 30 0.30 85.19 550 | 31 0.31 85.50 560 | 18 0.18 85.68 570 | 25 0.25 85.93 580 | 21 0.21 86.14 590 | 27 0.27 86.41 600 | 24 0.24 86.65 610 | 26 0.26 86.91 620 | 22 0.22 87.13 630 | 24 0.24 87.37 640 | 14 0.14 87.51 650 | 17 0.17 87.68 660 | 29 0.29 87.97 670 | 18 0.18 88.15 680 | 17 0.17 88.32 690 | 26 0.26 88.58 700 | 15 0.15 88.73 710 | 19 0.19 88.92 720 | 11 0.11 89.03 730 | 21 0.21 89.24 740 | 16 0.16 89.40 750 | 13 0.13 89.53 760 | 12 0.12 89.65 770 | 16 0.16 89.81 780 | 9 0.09 89.90 790 | 10 0.10 90.00 800 | 18 0.18 90.18 810 | 16 0.16 90.34 820 | 10 0.10 90.44 830 | 13 0.13 90.57 840 | 11 0.11 90.68 850 | 13 0.13 90.81 860 | 14 0.14 90.95 870 | 7 0.07 91.02 880 | 15 0.15 91.17 890 | 10 0.10 91.27 900 | 10 0.10 91.37 910 | 11 0.11 91.48 920 | 9 0.09 91.57 930 | 5 0.05 91.62 940 | 13 0.13 91.75 950 | 8 0.08 91.83 960 | 5 0.05 91.88 970 | 8 0.08 91.96 980 | 7 0.07 92.03 990 | 5 0.05 92.08 1000 | 8 0.08 92.16 1010 | 7 0.07 92.23 1020 | 7 0.07 92.30 1030 | 5 0.05 92.35 1040 | 5 0.05 92.40 1050 | 5 0.05 92.45 1060 | 10 0.10 92.55 1070 | 7 0.07 92.62 1080 | 6 0.06 92.68 1090 | 10 0.10 92.78 1100 | 8 0.08 92.86 1110 | 2 0.02 92.88 1120 | 4 0.04 92.92 1130 | 7 0.07 92.99 1140 | 6 0.06 93.05 1150 | 6 0.06 93.11 1160 | 9 0.09 93.20 1170 | 8 0.08 93.28 1180 | 4 0.04 93.32 1190 | 11 0.11 93.43 1200 | 4 0.04 93.47 1210 | 5 0.05 93.52 1220 | 4 0.04 93.56 1230 | 5 0.05 93.61 1240 | 3 0.03 93.64 1250 | 5 0.05 93.69 1260 | 10 0.10 93.79 1270 | 7 0.07 93.86 1280 | 6 0.06 93.92 1290 | 5 0.05 93.97 1300 | 6 0.06 94.03 1310 | 6 0.06 94.09 1320 | 4 0.04 94.13 1330 | 3 0.03 94.16 1340 | 7 0.07 94.23 1350 | 2 0.02 94.25 1360 | 4 0.04 94.29 1370 | 2 0.02 94.31 1380 | 4 0.04 94.35 1390 | 4 0.04 94.39 1400 | 2 0.02 94.41 1410 | 4 0.04 94.45 1420 | 5 0.05 94.50 1430 | 2 0.02 94.52 1440 | 7 0.07 94.59 1450 | 4 0.04 94.63 1460 | 4 0.04 94.67 1470 | 1 0.01 94.68 1480 | 4 0.04 94.72 1490 | 2 0.02 94.74 1500 | 5 0.05 94.79 1510 | 3 0.03 94.82 1520 | 1 0.01 94.83 1530 | 3 0.03 94.86 1540 | 1 0.01 94.87 1550 | 4 0.04 94.91 1560 | 6 0.06 94.97 1570 | 4 0.04 95.01 1580 | 6 0.06 95.07 1590 | 3 0.03 95.10 1600 | 1 0.01 95.11 1610 | 3 0.03 95.14 1620 | 1 0.01 95.15 1630 | 7 0.07 95.22 1650 | 1 0.01 95.23 1660 | 2 0.02 95.25 1670 | 5 0.05 95.30 1680 | 1 0.01 95.31 1690 | 4 0.04 95.35 1700 | 3 0.03 95.38 1710 | 2 0.02 95.40 1720 | 1 0.01 95.41 1730 | 2 0.02 95.43 1740 | 1 0.01 95.44 1750 | 4 0.04 95.48 1760 | 3 0.03 95.51 1770 | 3 0.03 95.54 1780 | 2 0.02 95.56 1800 | 5 0.05 95.61 1810 | 3 0.03 95.64 1820 | 1 0.01 95.65 1830 | 4 0.04 95.69 1840 | 2 0.02 95.71 1850 | 1 0.01 95.72 1880 | 1 0.01 95.73 1890 | 2 0.02 95.75 1900 | 4 0.04 95.79 1910 | 2 0.02 95.81 1930 | 1 0.01 95.82 1960 | 2 0.02 95.84 1970 | 1 0.01 95.85 2000 | 1 0.01 95.86 2020 | 1 0.01 95.87 2030 | 1 0.01 95.88 2040 | 2 0.02 95.90 2050 | 2 0.02 95.92 2070 | 2 0.02 95.94 2080 | 2 0.02 95.96 2090 | 1 0.01 95.97 2100 | 1 0.01 95.98 2120 | 2 0.02 96.00 2130 | 1 0.01 96.01 2140 | 1 0.01 96.02 2160 | 1 0.01 96.03 2170 | 4 0.04 96.07 2180 | 1 0.01 96.08 2190 | 1 0.01 96.09 2210 | 2 0.02 96.11 2220 | 1 0.01 96.12 2230 | 1 0.01 96.13 2240 | 1 0.01 96.14 2250 | 1 0.01 96.15 2260 | 2 0.02 96.17 2270 | 1 0.01 96.18 2290 | 1 0.01 96.19 2300 | 1 0.01 96.20 2310 | 1 0.01 96.21 2320 | 3 0.03 96.24 2330 | 1 0.01 96.25 2340 | 1 0.01 96.26 2360 | 2 0.02 96.28 2380 | 1 0.01 96.29 2390 | 2 0.02 96.31 2400 | 3 0.03 96.34 2420 | 3 0.03 96.37 2430 | 2 0.02 96.39 2440 | 1 0.01 96.40 2460 | 1 0.01 96.41 2480 | 1 0.01 96.42 2510 | 1 0.01 96.43 2530 | 1 0.01 96.44 2540 | 1 0.01 96.45 2550 | 1 0.01 96.46 2560 | 2 0.02 96.48 2600 | 2 0.02 96.50 2610 | 4 0.04 96.54 2660 | 1 0.01 96.55 2680 | 1 0.01 96.56 2690 | 1 0.01 96.57 2710 | 1 0.01 96.58 2740 | 1 0.01 96.59 2750 | 1 0.01 96.60 2770 | 1 0.01 96.61 2780 | 1 0.01 96.62 2830 | 1 0.01 96.63 2850 | 1 0.01 96.64 2860 | 2 0.02 96.66 2870 | 1 0.01 96.67 2880 | 1 0.01 96.68 3010 | 1 0.01 96.69 3020 | 2 0.02 96.71 3050 | 1 0.01 96.72 3110 | 1 0.01 96.73 3140 | 1 0.01 96.74 3150 | 2 0.02 96.76 3200 | 1 0.01 96.77 3210 | 3 0.03 96.80 3230 | 2 0.02 96.82 3250 | 1 0.01 96.83 3290 | 2 0.02 96.85 3350 | 1 0.01 96.86 3370 | 1 0.01 96.87 3430 | 2 0.02 96.89 3510 | 1 0.01 96.90 3600 | 1 0.01 96.91 3800 | 1 0.01 96.92 3930 | 1 0.01 96.93 4060 | 1 0.01 96.94 4100 | 1 0.01 96.95 4190 | 1 0.01 96.96 5120 | 1 0.01 96.97 5230 | 1 0.01 96.98 5560 | 1 0.01 96.99 6000 | 1 0.01 97.00 6030 | 1 0.01 97.01 7500 | 1 0.01 97.02 7820 | 1 0.01 97.03 8350 | 1 0.01 97.04 8360 | 1 0.01 97.05 8560 | 1 0.01 97.06 8990 | 1 0.01 97.07 9310 | 1 0.01 97.08 9800 | 1 0.01 97.09 9860 | 1 0.01 97.10 10280 | 1 0.01 97.11 10410 | 1 0.01 97.12 10530 | 1 0.01 97.13 11070 | 1 0.01 97.14 11340 | 1 0.01 97.15 11560 | 1 0.01 97.16 11790 | 1 0.01 97.17 12320 | 1 0.01 97.18 12520 | 1 0.01 97.19 12690 | 1 0.01 97.20 12800 | 1 0.01 97.21 13040 | 1 0.01 97.22 13090 | 1 0.01 97.23 13210 | 1 0.01 97.24 13230 | 1 0.01 97.25 13280 | 1 0.01 97.26 13530 | 1 0.01 97.27 13730 | 1 0.01 97.28 15330 | 1 0.01 97.29 15970 | 1 0.01 97.30 16340 | 1 0.01 97.31 17000 | 1 0.01 97.32 17080 | 1 0.01 97.33 17520 | 1 0.01 97.34 17700 | 1 0.01 97.35 18180 | 1 0.01 97.36 19190 | 1 0.01 97.37 19260 | 1 0.01 97.38 19280 | 1 0.01 97.39 19700 | 1 0.01 97.40 20190 | 1 0.01 97.41 20310 | 1 0.01 97.42 20880 | 1 0.01 97.43 20910 | 1 0.01 97.44 21030 | 1 0.01 97.45 21180 | 1 0.01 97.46 22060 | 1 0.01 97.47 22380 | 1 0.01 97.48 22820 | 1 0.01 97.49 23600 | 1 0.01 97.50 23930 | 1 0.01 97.51 24180 | 1 0.01 97.52 24240 | 1 0.01 97.53 24320 | 1 0.01 97.54 24420 | 1 0.01 97.55 25060 | 1 0.01 97.56 26740 | 1 0.01 97.57 26770 | 1 0.01 97.58 26900 | 1 0.01 97.59 27560 | 1 0.01 97.60 27660 | 1 0.01 97.61 28280 | 1 0.01 97.62 28300 | 1 0.01 97.63 28420 | 1 0.01 97.64 28850 | 1 0.01 97.65 28860 | 1 0.01 97.66 28910 | 1 0.01 97.67 28950 | 1 0.01 97.68 29050 | 1 0.01 97.69 29270 | 1 0.01 97.70 30310 | 1 0.01 97.71 30390 | 1 0.01 97.72 30890 | 1 0.01 97.73 30910 | 1 0.01 97.74 31710 | 1 0.01 97.75 32300 | 1 0.01 97.76 33730 | 1 0.01 97.77 34690 | 1 0.01 97.78 35110 | 1 0.01 97.79 35370 | 1 0.01 97.80 35380 | 1 0.01 97.81 35850 | 1 0.01 97.82 36140 | 1 0.01 97.83 36210 | 1 0.01 97.84 36420 | 1 0.01 97.85 37650 | 1 0.01 97.86 38740 | 1 0.01 97.87 39690 | 1 0.01 97.88 40120 | 1 0.01 97.89 40930 | 2 0.02 97.91 41720 | 1 0.01 97.92 41810 | 1 0.01 97.93 42140 | 1 0.01 97.94 42340 | 1 0.01 97.95 42570 | 1 0.01 97.96 42960 | 1 0.01 97.97 43050 | 1 0.01 97.98 44380 | 1 0.01 97.99 44490 | 1 0.01 98.00 44740 | 1 0.01 98.01 44850 | 1 0.01 98.02 45650 | 1 0.01 98.03 46200 | 1 0.01 98.04 46930 | 1 0.01 98.05 46990 | 1 0.01 98.06 47210 | 1 0.01 98.07 47890 | 1 0.01 98.08 49660 | 1 0.01 98.09 49950 | 1 0.01 98.10 50780 | 1 0.01 98.11 51050 | 1 0.01 98.12 52190 | 1 0.01 98.13 52320 | 1 0.01 98.14 52870 | 1 0.01 98.15 53040 | 1 0.01 98.16 53630 | 1 0.01 98.17 56070 | 1 0.01 98.18 56970 | 1 0.01 98.19 57340 | 1 0.01 98.20 57780 | 1 0.01 98.21 58200 | 1 0.01 98.22 59730 | 1 0.01 98.23 59810 | 1 0.01 98.24 60170 | 1 0.01 98.25 61520 | 1 0.01 98.26 61990 | 1 0.01 98.27 62870 | 1 0.01 98.28 66280 | 1 0.01 98.29 67120 | 1 0.01 98.30 67160 | 1 0.01 98.31 67170 | 1 0.01 98.32 68910 | 1 0.01 98.33 69100 | 1 0.01 98.34 69280 | 1 0.01 98.35 69690 | 1 0.01 98.36 71570 | 1 0.01 98.37 72160 | 1 0.01 98.38 74350 | 1 0.01 98.39 75910 | 1 0.01 98.40 75960 | 1 0.01 98.41 76670 | 1 0.01 98.42 77000 | 1 0.01 98.43 77890 | 1 0.01 98.44 78050 | 1 0.01 98.45 79070 | 1 0.01 98.46 79980 | 1 0.01 98.47 81710 | 1 0.01 98.48 82980 | 1 0.01 98.49 83220 | 1 0.01 98.50 83360 | 1 0.01 98.51 83770 | 1 0.01 98.52 84060 | 1 0.01 98.53 85170 | 1 0.01 98.54 86720 | 1 0.01 98.55 87570 | 1 0.01 98.56 87830 | 1 0.01 98.57 87910 | 1 0.01 98.58 88840 | 1 0.01 98.59 90010 | 1 0.01 98.60 91620 | 1 0.01 98.61 93690 | 1 0.01 98.62 93960 | 1 0.01 98.63 95710 | 1 0.01 98.64 96130 | 1 0.01 98.65 98070 | 1 0.01 98.66 98760 | 1 0.01 98.67 99920 | 1 0.01 98.68 102630 | 1 0.01 98.69 102740 | 1 0.01 98.70 103270 | 1 0.01 98.71 103580 | 1 0.01 98.72 104640 | 1 0.01 98.73 105000 | 1 0.01 98.74 109060 | 1 0.01 98.75 110900 | 1 0.01 98.76 110960 | 1 0.01 98.77 111180 | 1 0.01 98.78 112900 | 1 0.01 98.79 113980 | 1 0.01 98.80 114950 | 1 0.01 98.81 115500 | 1 0.01 98.82 116570 | 1 0.01 98.83 117150 | 1 0.01 98.84 118720 | 1 0.01 98.85 120350 | 1 0.01 98.86 123850 | 1 0.01 98.87 124020 | 1 0.01 98.88 124500 | 1 0.01 98.89 126070 | 1 0.01 98.90 127760 | 1 0.01 98.91 128240 | 1 0.01 98.92 128460 | 1 0.01 98.93 129980 | 1 0.01 98.94 131040 | 1 0.01 98.95 131170 | 1 0.01 98.96 132420 | 1 0.01 98.97 133110 | 1 0.01 98.98 135120 | 1 0.01 98.99 135480 | 1 0.01 99.00 135740 | 1 0.01 99.01 140930 | 1 0.01 99.02 142220 | 1 0.01 99.03 143570 | 1 0.01 99.04 145320 | 1 0.01 99.05 147930 | 1 0.01 99.06 151920 | 1 0.01 99.07 154110 | 1 0.01 99.08 154130 | 1 0.01 99.09 154400 | 1 0.01 99.10 155010 | 1 0.01 99.11 157770 | 1 0.01 99.12 161140 | 1 0.01 99.13 163270 | 1 0.01 99.14 164030 | 1 0.01 99.15 166630 | 1 0.01 99.16 168070 | 1 0.01 99.17 168130 | 1 0.01 99.18 168180 | 1 0.01 99.19 172920 | 1 0.01 99.20 174850 | 1 0.01 99.21 176610 | 1 0.01 99.22 178550 | 1 0.01 99.23 186790 | 1 0.01 99.24 187020 | 1 0.01 99.25 187660 | 1 0.01 99.26 188020 | 1 0.01 99.27 189700 | 1 0.01 99.28 200080 | 1 0.01 99.29 203220 | 1 0.01 99.30 203360 | 1 0.01 99.31 208850 | 1 0.01 99.32 215350 | 1 0.01 99.33 216380 | 1 0.01 99.34 218140 | 1 0.01 99.35 218300 | 1 0.01 99.36 221260 | 1 0.01 99.37 221840 | 1 0.01 99.38 225730 | 1 0.01 99.39 226100 | 1 0.01 99.40 228340 | 1 0.01 99.41 231730 | 1 0.01 99.42 233420 | 1 0.01 99.43 234990 | 1 0.01 99.44 235220 | 1 0.01 99.45 237000 | 1 0.01 99.46 239090 | 1 0.01 99.47 243620 | 1 0.01 99.48 244440 | 1 0.01 99.49 245010 | 1 0.01 99.50 245710 | 1 0.01 99.51 247900 | 1 0.01 99.52 249380 | 1 0.01 99.53 259580 | 1 0.01 99.54 261560 | 1 0.01 99.55 271200 | 1 0.01 99.56 278540 | 1 0.01 99.57 281910 | 1 0.01 99.58 284610 | 1 0.01 99.59 286410 | 1 0.01 99.60 286880 | 1 0.01 99.61 293320 | 1 0.01 99.62 294370 | 1 0.01 99.63 294520 | 1 0.01 99.64 299160 | 1 0.01 99.65 300880 | 1 0.01 99.66 310440 | 1 0.01 99.67 323540 | 1 0.01 99.68 325700 | 1 0.01 99.69 340830 | 1 0.01 99.70 357580 | 1 0.01 99.71 399430 | 1 0.01 99.72 399680 | 1 0.01 99.73 400670 | 1 0.01 99.74 402580 | 1 0.01 99.75 409870 | 1 0.01 99.76 416710 | 1 0.01 99.77 433660 | 1 0.01 99.78 440140 | 1 0.01 99.79 440790 | 1 0.01 99.80 442260 | 1 0.01 99.81 446350 | 1 0.01 99.82 458780 | 1 0.01 99.83 464150 | 1 0.01 99.84 489490 | 1 0.01 99.85 507030 | 1 0.01 99.86 523960 | 1 0.01 99.87 539000 | 1 0.01 99.88 556150 | 1 0.01 99.89 571780 | 1 0.01 99.90 589730 | 1 0.01 99.91 604410 | 1 0.01 99.92 623470 | 1 0.01 99.93 809780 | 1 0.01 99.94 854330 | 1 0.01 99.95 933870 | 1 0.01 99.96 952660 | 1 0.01 99.97 1071780 | 1 0.01 99.98 1118080 | 1 0.01 99.99 2033920 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018