Frequencies for first 10,000 rows of n01000 variable in zipcode2016 dataset : Number of | returns | with net | capital | gain (less | loss) | 1040:13 | 1040A:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,520 25.20 25.20 20 | 532 5.32 30.52 30 | 942 9.42 39.94 40 | 821 8.21 48.15 50 | 524 5.24 53.39 60 | 398 3.98 57.37 70 | 287 2.87 60.24 80 | 284 2.84 63.08 90 | 220 2.20 65.28 100 | 203 2.03 67.31 110 | 176 1.76 69.07 120 | 141 1.41 70.48 130 | 156 1.56 72.04 140 | 152 1.52 73.56 150 | 124 1.24 74.80 160 | 99 0.99 75.79 170 | 88 0.88 76.67 180 | 103 1.03 77.70 190 | 88 0.88 78.58 200 | 98 0.98 79.56 210 | 104 1.04 80.60 220 | 84 0.84 81.44 230 | 87 0.87 82.31 240 | 93 0.93 83.24 250 | 76 0.76 84.00 260 | 61 0.61 84.61 270 | 54 0.54 85.15 280 | 63 0.63 85.78 290 | 49 0.49 86.27 300 | 38 0.38 86.65 310 | 43 0.43 87.08 320 | 40 0.40 87.48 330 | 45 0.45 87.93 340 | 48 0.48 88.41 350 | 40 0.40 88.81 360 | 43 0.43 89.24 370 | 42 0.42 89.66 380 | 35 0.35 90.01 390 | 33 0.33 90.34 400 | 29 0.29 90.63 410 | 30 0.30 90.93 420 | 23 0.23 91.16 430 | 26 0.26 91.42 440 | 30 0.30 91.72 450 | 14 0.14 91.86 460 | 22 0.22 92.08 470 | 13 0.13 92.21 480 | 16 0.16 92.37 490 | 15 0.15 92.52 500 | 16 0.16 92.68 510 | 18 0.18 92.86 520 | 16 0.16 93.02 530 | 16 0.16 93.18 540 | 8 0.08 93.26 550 | 14 0.14 93.40 560 | 13 0.13 93.53 570 | 6 0.06 93.59 580 | 9 0.09 93.68 590 | 6 0.06 93.74 600 | 11 0.11 93.85 610 | 6 0.06 93.91 620 | 9 0.09 94.00 630 | 8 0.08 94.08 640 | 8 0.08 94.16 650 | 5 0.05 94.21 660 | 9 0.09 94.30 670 | 5 0.05 94.35 680 | 5 0.05 94.40 690 | 6 0.06 94.46 700 | 6 0.06 94.52 710 | 5 0.05 94.57 720 | 4 0.04 94.61 730 | 6 0.06 94.67 740 | 10 0.10 94.77 750 | 3 0.03 94.80 760 | 5 0.05 94.85 770 | 7 0.07 94.92 780 | 6 0.06 94.98 790 | 7 0.07 95.05 800 | 8 0.08 95.13 810 | 1 0.01 95.14 820 | 6 0.06 95.20 830 | 7 0.07 95.27 840 | 5 0.05 95.32 850 | 4 0.04 95.36 860 | 4 0.04 95.40 870 | 4 0.04 95.44 880 | 5 0.05 95.49 890 | 5 0.05 95.54 900 | 5 0.05 95.59 910 | 2 0.02 95.61 920 | 5 0.05 95.66 930 | 2 0.02 95.68 940 | 1 0.01 95.69 950 | 1 0.01 95.70 960 | 3 0.03 95.73 970 | 6 0.06 95.79 980 | 1 0.01 95.80 990 | 4 0.04 95.84 1000 | 1 0.01 95.85 1010 | 3 0.03 95.88 1020 | 3 0.03 95.91 1030 | 2 0.02 95.93 1040 | 6 0.06 95.99 1060 | 3 0.03 96.02 1070 | 3 0.03 96.05 1090 | 8 0.08 96.13 1100 | 1 0.01 96.14 1110 | 2 0.02 96.16 1130 | 5 0.05 96.21 1140 | 1 0.01 96.22 1160 | 1 0.01 96.23 1190 | 1 0.01 96.24 1200 | 4 0.04 96.28 1220 | 1 0.01 96.29 1230 | 2 0.02 96.31 1240 | 2 0.02 96.33 1250 | 1 0.01 96.34 1260 | 3 0.03 96.37 1270 | 4 0.04 96.41 1290 | 1 0.01 96.42 1320 | 1 0.01 96.43 1330 | 5 0.05 96.48 1340 | 3 0.03 96.51 1360 | 2 0.02 96.53 1380 | 1 0.01 96.54 1390 | 1 0.01 96.55 1400 | 1 0.01 96.56 1460 | 1 0.01 96.57 1500 | 1 0.01 96.58 1520 | 2 0.02 96.60 1530 | 1 0.01 96.61 1540 | 1 0.01 96.62 1550 | 1 0.01 96.63 1560 | 1 0.01 96.64 1570 | 1 0.01 96.65 1600 | 2 0.02 96.67 1620 | 2 0.02 96.69 1630 | 1 0.01 96.70 1670 | 1 0.01 96.71 1690 | 2 0.02 96.73 1700 | 2 0.02 96.75 1740 | 3 0.03 96.78 1800 | 1 0.01 96.79 1830 | 2 0.02 96.81 1840 | 1 0.01 96.82 1910 | 1 0.01 96.83 2060 | 1 0.01 96.84 2130 | 2 0.02 96.86 2180 | 1 0.01 96.87 2200 | 1 0.01 96.88 2250 | 1 0.01 96.89 2350 | 1 0.01 96.90 2410 | 1 0.01 96.91 2510 | 1 0.01 96.92 2600 | 1 0.01 96.93 2770 | 1 0.01 96.94 5240 | 1 0.01 96.95 5590 | 1 0.01 96.96 5750 | 1 0.01 96.97 6240 | 1 0.01 96.98 6250 | 1 0.01 96.99 6270 | 1 0.01 97.00 6390 | 1 0.01 97.01 6450 | 1 0.01 97.02 7030 | 1 0.01 97.03 7130 | 1 0.01 97.04 7220 | 2 0.02 97.06 7330 | 1 0.01 97.07 7350 | 1 0.01 97.08 7730 | 1 0.01 97.09 7870 | 1 0.01 97.10 8030 | 1 0.01 97.11 8040 | 1 0.01 97.12 8290 | 1 0.01 97.13 8540 | 1 0.01 97.14 9040 | 1 0.01 97.15 9100 | 1 0.01 97.16 9260 | 1 0.01 97.17 9700 | 1 0.01 97.18 9910 | 1 0.01 97.19 9980 | 1 0.01 97.20 10040 | 1 0.01 97.21 10240 | 1 0.01 97.22 10280 | 2 0.02 97.24 10440 | 1 0.01 97.25 10460 | 1 0.01 97.26 10520 | 1 0.01 97.27 10550 | 1 0.01 97.28 10580 | 1 0.01 97.29 11260 | 1 0.01 97.30 11510 | 1 0.01 97.31 11790 | 1 0.01 97.32 11940 | 1 0.01 97.33 12080 | 1 0.01 97.34 12150 | 1 0.01 97.35 12160 | 1 0.01 97.36 12500 | 1 0.01 97.37 12840 | 1 0.01 97.38 12880 | 1 0.01 97.39 12960 | 1 0.01 97.40 13140 | 1 0.01 97.41 13360 | 1 0.01 97.42 13430 | 1 0.01 97.43 13510 | 1 0.01 97.44 13630 | 1 0.01 97.45 13780 | 1 0.01 97.46 13860 | 1 0.01 97.47 14030 | 1 0.01 97.48 14550 | 1 0.01 97.49 14630 | 1 0.01 97.50 14890 | 1 0.01 97.51 15110 | 1 0.01 97.52 15340 | 1 0.01 97.53 15520 | 1 0.01 97.54 15720 | 1 0.01 97.55 15760 | 1 0.01 97.56 15910 | 1 0.01 97.57 16250 | 1 0.01 97.58 16360 | 1 0.01 97.59 16370 | 1 0.01 97.60 16560 | 1 0.01 97.61 16690 | 1 0.01 97.62 16810 | 1 0.01 97.63 16880 | 1 0.01 97.64 16970 | 1 0.01 97.65 17070 | 1 0.01 97.66 17130 | 1 0.01 97.67 17600 | 1 0.01 97.68 17620 | 1 0.01 97.69 17840 | 1 0.01 97.70 17870 | 1 0.01 97.71 17920 | 1 0.01 97.72 18150 | 1 0.01 97.73 18310 | 1 0.01 97.74 18340 | 1 0.01 97.75 18530 | 1 0.01 97.76 18660 | 1 0.01 97.77 18670 | 1 0.01 97.78 18890 | 1 0.01 97.79 19220 | 1 0.01 97.80 19540 | 1 0.01 97.81 19600 | 1 0.01 97.82 20410 | 1 0.01 97.83 20880 | 1 0.01 97.84 21230 | 1 0.01 97.85 21560 | 1 0.01 97.86 21720 | 1 0.01 97.87 22000 | 1 0.01 97.88 22500 | 1 0.01 97.89 22540 | 1 0.01 97.90 23000 | 1 0.01 97.91 23300 | 1 0.01 97.92 23370 | 1 0.01 97.93 23790 | 1 0.01 97.94 24110 | 1 0.01 97.95 24290 | 1 0.01 97.96 24540 | 1 0.01 97.97 24640 | 1 0.01 97.98 25460 | 1 0.01 97.99 25980 | 1 0.01 98.00 26840 | 1 0.01 98.01 26850 | 1 0.01 98.02 27030 | 1 0.01 98.03 27230 | 1 0.01 98.04 27300 | 1 0.01 98.05 27320 | 1 0.01 98.06 27390 | 1 0.01 98.07 27430 | 1 0.01 98.08 27530 | 1 0.01 98.09 27870 | 1 0.01 98.10 27940 | 1 0.01 98.11 28110 | 1 0.01 98.12 28280 | 1 0.01 98.13 28480 | 1 0.01 98.14 29150 | 1 0.01 98.15 29290 | 1 0.01 98.16 29340 | 1 0.01 98.17 29580 | 1 0.01 98.18 30490 | 1 0.01 98.19 31040 | 1 0.01 98.20 31240 | 1 0.01 98.21 31300 | 1 0.01 98.22 32030 | 1 0.01 98.23 32320 | 1 0.01 98.24 32610 | 1 0.01 98.25 33140 | 1 0.01 98.26 34050 | 1 0.01 98.27 34350 | 1 0.01 98.28 34770 | 1 0.01 98.29 34960 | 1 0.01 98.30 35370 | 1 0.01 98.31 35660 | 1 0.01 98.32 35920 | 1 0.01 98.33 36580 | 1 0.01 98.34 37120 | 1 0.01 98.35 37840 | 1 0.01 98.36 38040 | 1 0.01 98.37 38370 | 1 0.01 98.38 39710 | 1 0.01 98.39 39850 | 1 0.01 98.40 40780 | 1 0.01 98.41 40900 | 1 0.01 98.42 41600 | 1 0.01 98.43 42120 | 1 0.01 98.44 42800 | 1 0.01 98.45 42880 | 1 0.01 98.46 43110 | 1 0.01 98.47 43210 | 1 0.01 98.48 43700 | 1 0.01 98.49 43960 | 1 0.01 98.50 44010 | 1 0.01 98.51 44170 | 1 0.01 98.52 46200 | 1 0.01 98.53 48370 | 1 0.01 98.54 48420 | 1 0.01 98.55 48920 | 1 0.01 98.56 48940 | 1 0.01 98.57 49370 | 1 0.01 98.58 50440 | 1 0.01 98.59 51400 | 1 0.01 98.60 51840 | 1 0.01 98.61 52560 | 1 0.01 98.62 52760 | 1 0.01 98.63 54070 | 1 0.01 98.64 54240 | 1 0.01 98.65 55510 | 1 0.01 98.66 55520 | 1 0.01 98.67 56490 | 1 0.01 98.68 56620 | 1 0.01 98.69 56730 | 1 0.01 98.70 57280 | 1 0.01 98.71 57350 | 1 0.01 98.72 57800 | 1 0.01 98.73 58150 | 1 0.01 98.74 58370 | 1 0.01 98.75 58490 | 1 0.01 98.76 59160 | 1 0.01 98.77 59780 | 1 0.01 98.78 62350 | 1 0.01 98.79 62450 | 1 0.01 98.80 64240 | 1 0.01 98.81 64680 | 1 0.01 98.82 64770 | 2 0.02 98.84 66050 | 1 0.01 98.85 66330 | 1 0.01 98.86 67780 | 1 0.01 98.87 67950 | 1 0.01 98.88 68810 | 1 0.01 98.89 68870 | 1 0.01 98.90 69550 | 1 0.01 98.91 71170 | 1 0.01 98.92 71990 | 1 0.01 98.93 72150 | 1 0.01 98.94 73060 | 1 0.01 98.95 73250 | 1 0.01 98.96 73700 | 1 0.01 98.97 74430 | 1 0.01 98.98 74890 | 1 0.01 98.99 75520 | 1 0.01 99.00 76040 | 1 0.01 99.01 77890 | 1 0.01 99.02 78150 | 1 0.01 99.03 78440 | 1 0.01 99.04 79300 | 1 0.01 99.05 79550 | 1 0.01 99.06 79670 | 1 0.01 99.07 79710 | 1 0.01 99.08 80270 | 1 0.01 99.09 81190 | 1 0.01 99.10 81500 | 1 0.01 99.11 81710 | 1 0.01 99.12 81880 | 1 0.01 99.13 82720 | 1 0.01 99.14 84520 | 1 0.01 99.15 85130 | 1 0.01 99.16 85650 | 1 0.01 99.17 85870 | 1 0.01 99.18 86330 | 1 0.01 99.19 87820 | 1 0.01 99.20 87900 | 1 0.01 99.21 90740 | 1 0.01 99.22 91580 | 1 0.01 99.23 92170 | 1 0.01 99.24 92190 | 1 0.01 99.25 93760 | 1 0.01 99.26 94780 | 1 0.01 99.27 94960 | 1 0.01 99.28 98070 | 1 0.01 99.29 98520 | 1 0.01 99.30 99160 | 1 0.01 99.31 100610 | 1 0.01 99.32 101220 | 1 0.01 99.33 102530 | 1 0.01 99.34 104870 | 1 0.01 99.35 105650 | 1 0.01 99.36 107140 | 1 0.01 99.37 109110 | 1 0.01 99.38 109210 | 1 0.01 99.39 109810 | 1 0.01 99.40 111090 | 1 0.01 99.41 111940 | 1 0.01 99.42 117080 | 1 0.01 99.43 126280 | 1 0.01 99.44 127170 | 1 0.01 99.45 127710 | 1 0.01 99.46 128920 | 1 0.01 99.47 129980 | 1 0.01 99.48 131940 | 1 0.01 99.49 132060 | 1 0.01 99.50 134320 | 1 0.01 99.51 135620 | 1 0.01 99.52 139940 | 1 0.01 99.53 140370 | 1 0.01 99.54 140920 | 1 0.01 99.55 143830 | 1 0.01 99.56 147500 | 1 0.01 99.57 148690 | 1 0.01 99.58 149870 | 1 0.01 99.59 150630 | 1 0.01 99.60 151990 | 1 0.01 99.61 163300 | 1 0.01 99.62 165100 | 1 0.01 99.63 166070 | 1 0.01 99.64 167560 | 1 0.01 99.65 172860 | 1 0.01 99.66 173950 | 1 0.01 99.67 175260 | 1 0.01 99.68 181990 | 1 0.01 99.69 184400 | 1 0.01 99.70 185560 | 1 0.01 99.71 186220 | 1 0.01 99.72 191180 | 1 0.01 99.73 191900 | 1 0.01 99.74 193020 | 1 0.01 99.75 197010 | 1 0.01 99.76 197920 | 1 0.01 99.77 201190 | 1 0.01 99.78 204730 | 1 0.01 99.79 210250 | 1 0.01 99.80 212790 | 1 0.01 99.81 213870 | 1 0.01 99.82 215490 | 1 0.01 99.83 238660 | 1 0.01 99.84 242270 | 1 0.01 99.85 251730 | 1 0.01 99.86 254720 | 1 0.01 99.87 264510 | 1 0.01 99.88 288190 | 1 0.01 99.89 317780 | 1 0.01 99.90 325390 | 1 0.01 99.91 336960 | 1 0.01 99.92 340410 | 1 0.01 99.93 344880 | 1 0.01 99.94 344980 | 1 0.01 99.95 388230 | 1 0.01 99.96 413250 | 1 0.01 99.97 413990 | 1 0.01 99.98 734810 | 1 0.01 99.99 808410 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018