Frequencies for first 10,000 rows of n01700 variable in zipcode2016 dataset : Number of | returns | with | taxable | pensions | and | annuities | 1040:16b / | 1040A:12b | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,267 22.67 22.67 20 | 535 5.35 28.02 30 | 968 9.68 37.70 40 | 725 7.25 44.95 50 | 537 5.37 50.32 60 | 395 3.95 54.27 70 | 313 3.13 57.40 80 | 282 2.82 60.22 90 | 242 2.42 62.64 100 | 223 2.23 64.87 110 | 209 2.09 66.96 120 | 188 1.88 68.84 130 | 157 1.57 70.41 140 | 116 1.16 71.57 150 | 164 1.64 73.21 160 | 132 1.32 74.53 170 | 96 0.96 75.49 180 | 97 0.97 76.46 190 | 95 0.95 77.41 200 | 85 0.85 78.26 210 | 102 1.02 79.28 220 | 85 0.85 80.13 230 | 83 0.83 80.96 240 | 71 0.71 81.67 250 | 60 0.60 82.27 260 | 75 0.75 83.02 270 | 69 0.69 83.71 280 | 56 0.56 84.27 290 | 60 0.60 84.87 300 | 64 0.64 85.51 310 | 59 0.59 86.10 320 | 53 0.53 86.63 330 | 44 0.44 87.07 340 | 36 0.36 87.43 350 | 38 0.38 87.81 360 | 37 0.37 88.18 370 | 40 0.40 88.58 380 | 46 0.46 89.04 390 | 38 0.38 89.42 400 | 32 0.32 89.74 410 | 45 0.45 90.19 420 | 38 0.38 90.57 430 | 30 0.30 90.87 440 | 23 0.23 91.10 450 | 26 0.26 91.36 460 | 30 0.30 91.66 470 | 31 0.31 91.97 480 | 23 0.23 92.20 490 | 22 0.22 92.42 500 | 24 0.24 92.66 510 | 29 0.29 92.95 520 | 16 0.16 93.11 530 | 12 0.12 93.23 540 | 11 0.11 93.34 550 | 18 0.18 93.52 560 | 15 0.15 93.67 570 | 13 0.13 93.80 580 | 20 0.20 94.00 590 | 24 0.24 94.24 600 | 18 0.18 94.42 610 | 18 0.18 94.60 620 | 10 0.10 94.70 630 | 12 0.12 94.82 640 | 6 0.06 94.88 650 | 12 0.12 95.00 660 | 8 0.08 95.08 670 | 13 0.13 95.21 680 | 14 0.14 95.35 690 | 5 0.05 95.40 700 | 10 0.10 95.50 710 | 8 0.08 95.58 720 | 13 0.13 95.71 730 | 7 0.07 95.78 740 | 3 0.03 95.81 750 | 8 0.08 95.89 760 | 4 0.04 95.93 770 | 3 0.03 95.96 780 | 8 0.08 96.04 790 | 4 0.04 96.08 800 | 7 0.07 96.15 810 | 3 0.03 96.18 820 | 2 0.02 96.20 830 | 5 0.05 96.25 840 | 4 0.04 96.29 850 | 3 0.03 96.32 860 | 2 0.02 96.34 870 | 4 0.04 96.38 880 | 1 0.01 96.39 890 | 5 0.05 96.44 900 | 3 0.03 96.47 910 | 4 0.04 96.51 920 | 1 0.01 96.52 930 | 3 0.03 96.55 940 | 2 0.02 96.57 950 | 1 0.01 96.58 970 | 4 0.04 96.62 990 | 2 0.02 96.64 1000 | 2 0.02 96.66 1020 | 3 0.03 96.69 1030 | 1 0.01 96.70 1040 | 1 0.01 96.71 1050 | 2 0.02 96.73 1080 | 3 0.03 96.76 1100 | 1 0.01 96.77 1120 | 2 0.02 96.79 1140 | 1 0.01 96.80 1160 | 2 0.02 96.82 1180 | 1 0.01 96.83 1190 | 1 0.01 96.84 1200 | 1 0.01 96.85 1210 | 1 0.01 96.86 1260 | 1 0.01 96.87 1350 | 2 0.02 96.89 1360 | 1 0.01 96.90 1370 | 1 0.01 96.91 1550 | 1 0.01 96.92 1600 | 1 0.01 96.93 1700 | 1 0.01 96.94 1860 | 1 0.01 96.95 1930 | 1 0.01 96.96 2050 | 1 0.01 96.97 2200 | 1 0.01 96.98 2780 | 1 0.01 96.99 3020 | 1 0.01 97.00 3130 | 1 0.01 97.01 3870 | 1 0.01 97.02 4460 | 1 0.01 97.03 4800 | 1 0.01 97.04 5140 | 1 0.01 97.05 5180 | 1 0.01 97.06 5570 | 1 0.01 97.07 5980 | 1 0.01 97.08 6000 | 1 0.01 97.09 6050 | 1 0.01 97.10 6830 | 1 0.01 97.11 7360 | 1 0.01 97.12 7730 | 1 0.01 97.13 7750 | 1 0.01 97.14 7770 | 1 0.01 97.15 8070 | 2 0.02 97.17 8120 | 1 0.01 97.18 8230 | 1 0.01 97.19 8530 | 1 0.01 97.20 8570 | 1 0.01 97.21 8940 | 1 0.01 97.22 9120 | 1 0.01 97.23 9520 | 1 0.01 97.24 9690 | 1 0.01 97.25 9820 | 1 0.01 97.26 10220 | 1 0.01 97.27 10350 | 1 0.01 97.28 10370 | 1 0.01 97.29 10440 | 1 0.01 97.30 10460 | 1 0.01 97.31 10580 | 1 0.01 97.32 10810 | 1 0.01 97.33 10920 | 1 0.01 97.34 10960 | 1 0.01 97.35 11110 | 1 0.01 97.36 11240 | 1 0.01 97.37 11500 | 1 0.01 97.38 11510 | 1 0.01 97.39 12470 | 1 0.01 97.40 12690 | 1 0.01 97.41 12750 | 1 0.01 97.42 13100 | 1 0.01 97.43 13460 | 1 0.01 97.44 13600 | 1 0.01 97.45 14150 | 1 0.01 97.46 14480 | 1 0.01 97.47 15060 | 1 0.01 97.48 15270 | 1 0.01 97.49 15390 | 1 0.01 97.50 15460 | 1 0.01 97.51 16200 | 1 0.01 97.52 16250 | 1 0.01 97.53 16760 | 1 0.01 97.54 16790 | 1 0.01 97.55 16860 | 1 0.01 97.56 17010 | 1 0.01 97.57 18040 | 1 0.01 97.58 18340 | 1 0.01 97.59 18480 | 1 0.01 97.60 18710 | 1 0.01 97.61 18750 | 1 0.01 97.62 18830 | 1 0.01 97.63 18940 | 1 0.01 97.64 19010 | 1 0.01 97.65 19170 | 1 0.01 97.66 19240 | 1 0.01 97.67 19250 | 1 0.01 97.68 19820 | 1 0.01 97.69 20140 | 1 0.01 97.70 21290 | 1 0.01 97.71 21500 | 1 0.01 97.72 21640 | 1 0.01 97.73 22170 | 1 0.01 97.74 22270 | 1 0.01 97.75 22310 | 1 0.01 97.76 22910 | 1 0.01 97.77 23310 | 1 0.01 97.78 23410 | 1 0.01 97.79 23530 | 1 0.01 97.80 23570 | 1 0.01 97.81 24000 | 1 0.01 97.82 24230 | 1 0.01 97.83 24260 | 1 0.01 97.84 24580 | 1 0.01 97.85 26270 | 1 0.01 97.86 26350 | 1 0.01 97.87 26690 | 1 0.01 97.88 27080 | 1 0.01 97.89 27170 | 1 0.01 97.90 27600 | 1 0.01 97.91 27740 | 1 0.01 97.92 28000 | 1 0.01 97.93 28750 | 2 0.02 97.95 29120 | 1 0.01 97.96 29260 | 1 0.01 97.97 29830 | 1 0.01 97.98 30170 | 1 0.01 97.99 30920 | 1 0.01 98.00 31410 | 1 0.01 98.01 31560 | 1 0.01 98.02 32630 | 1 0.01 98.03 32700 | 1 0.01 98.04 33020 | 1 0.01 98.05 33500 | 1 0.01 98.06 33890 | 2 0.02 98.08 34190 | 1 0.01 98.09 34330 | 1 0.01 98.10 34390 | 1 0.01 98.11 35290 | 1 0.01 98.12 35620 | 1 0.01 98.13 35730 | 1 0.01 98.14 35950 | 1 0.01 98.15 36010 | 1 0.01 98.16 36040 | 1 0.01 98.17 36450 | 1 0.01 98.18 39380 | 2 0.02 98.20 39520 | 1 0.01 98.21 41060 | 1 0.01 98.22 41410 | 1 0.01 98.23 42200 | 1 0.01 98.24 42760 | 1 0.01 98.25 43200 | 1 0.01 98.26 43340 | 1 0.01 98.27 43900 | 1 0.01 98.28 44530 | 1 0.01 98.29 44880 | 1 0.01 98.30 45400 | 1 0.01 98.31 45480 | 1 0.01 98.32 45840 | 1 0.01 98.33 46300 | 1 0.01 98.34 46390 | 1 0.01 98.35 47290 | 1 0.01 98.36 48560 | 1 0.01 98.37 50150 | 1 0.01 98.38 50390 | 1 0.01 98.39 51530 | 1 0.01 98.40 51600 | 1 0.01 98.41 52710 | 1 0.01 98.42 53260 | 1 0.01 98.43 54600 | 1 0.01 98.44 54720 | 1 0.01 98.45 55700 | 1 0.01 98.46 56170 | 1 0.01 98.47 56360 | 1 0.01 98.48 57220 | 1 0.01 98.49 57620 | 1 0.01 98.50 58670 | 1 0.01 98.51 58760 | 1 0.01 98.52 60170 | 1 0.01 98.53 60460 | 1 0.01 98.54 60590 | 1 0.01 98.55 60970 | 1 0.01 98.56 61300 | 1 0.01 98.57 61460 | 1 0.01 98.58 61500 | 1 0.01 98.59 61620 | 1 0.01 98.60 64020 | 1 0.01 98.61 64110 | 1 0.01 98.62 64290 | 1 0.01 98.63 67850 | 1 0.01 98.64 68440 | 1 0.01 98.65 68800 | 1 0.01 98.66 69150 | 1 0.01 98.67 69530 | 1 0.01 98.68 70030 | 1 0.01 98.69 70830 | 1 0.01 98.70 73030 | 1 0.01 98.71 73400 | 1 0.01 98.72 73520 | 1 0.01 98.73 74160 | 1 0.01 98.74 74400 | 1 0.01 98.75 74420 | 1 0.01 98.76 74460 | 1 0.01 98.77 75150 | 1 0.01 98.78 77420 | 1 0.01 98.79 77730 | 1 0.01 98.80 78290 | 1 0.01 98.81 79020 | 1 0.01 98.82 81410 | 1 0.01 98.83 81610 | 1 0.01 98.84 81900 | 1 0.01 98.85 81910 | 1 0.01 98.86 83780 | 1 0.01 98.87 83960 | 1 0.01 98.88 85480 | 1 0.01 98.89 85640 | 1 0.01 98.90 87610 | 1 0.01 98.91 88260 | 1 0.01 98.92 90470 | 1 0.01 98.93 91040 | 1 0.01 98.94 91330 | 1 0.01 98.95 92370 | 1 0.01 98.96 92810 | 1 0.01 98.97 95820 | 1 0.01 98.98 95880 | 1 0.01 98.99 96940 | 1 0.01 99.00 97460 | 1 0.01 99.01 98450 | 1 0.01 99.02 98620 | 1 0.01 99.03 98940 | 1 0.01 99.04 99090 | 1 0.01 99.05 99840 | 1 0.01 99.06 100030 | 1 0.01 99.07 101590 | 1 0.01 99.08 102480 | 1 0.01 99.09 102610 | 1 0.01 99.10 102990 | 1 0.01 99.11 104220 | 1 0.01 99.12 104980 | 1 0.01 99.13 105400 | 1 0.01 99.14 105650 | 1 0.01 99.15 105720 | 1 0.01 99.16 106470 | 1 0.01 99.17 106630 | 1 0.01 99.18 108500 | 1 0.01 99.19 108970 | 1 0.01 99.20 110010 | 1 0.01 99.21 111640 | 1 0.01 99.22 111740 | 1 0.01 99.23 113680 | 1 0.01 99.24 113810 | 1 0.01 99.25 114060 | 1 0.01 99.26 115340 | 1 0.01 99.27 126320 | 1 0.01 99.28 126970 | 1 0.01 99.29 127960 | 1 0.01 99.30 128680 | 1 0.01 99.31 128690 | 1 0.01 99.32 129650 | 1 0.01 99.33 129870 | 1 0.01 99.34 131740 | 1 0.01 99.35 133000 | 1 0.01 99.36 133310 | 1 0.01 99.37 133420 | 1 0.01 99.38 134810 | 1 0.01 99.39 138360 | 1 0.01 99.40 138830 | 1 0.01 99.41 141970 | 1 0.01 99.42 144700 | 1 0.01 99.43 144860 | 1 0.01 99.44 144900 | 1 0.01 99.45 146360 | 1 0.01 99.46 146880 | 1 0.01 99.47 148930 | 1 0.01 99.48 150250 | 1 0.01 99.49 151100 | 1 0.01 99.50 154750 | 1 0.01 99.51 157030 | 1 0.01 99.52 157290 | 1 0.01 99.53 158320 | 1 0.01 99.54 162130 | 1 0.01 99.55 164920 | 1 0.01 99.56 169080 | 1 0.01 99.57 170510 | 1 0.01 99.58 174440 | 1 0.01 99.59 175310 | 1 0.01 99.60 177700 | 1 0.01 99.61 185460 | 1 0.01 99.62 200260 | 1 0.01 99.63 200970 | 1 0.01 99.64 205400 | 1 0.01 99.65 209050 | 1 0.01 99.66 211680 | 1 0.01 99.67 217660 | 1 0.01 99.68 218380 | 1 0.01 99.69 222020 | 1 0.01 99.70 225240 | 1 0.01 99.71 226070 | 1 0.01 99.72 235880 | 1 0.01 99.73 237050 | 1 0.01 99.74 240430 | 1 0.01 99.75 244000 | 1 0.01 99.76 248810 | 1 0.01 99.77 261710 | 1 0.01 99.78 280960 | 1 0.01 99.79 285890 | 1 0.01 99.80 301920 | 1 0.01 99.81 303590 | 1 0.01 99.82 315950 | 1 0.01 99.83 316030 | 1 0.01 99.84 324690 | 1 0.01 99.85 327270 | 1 0.01 99.86 335740 | 1 0.01 99.87 342940 | 1 0.01 99.88 345550 | 1 0.01 99.89 362670 | 1 0.01 99.90 385510 | 1 0.01 99.91 392030 | 1 0.01 99.92 394810 | 1 0.01 99.93 399830 | 1 0.01 99.94 402170 | 1 0.01 99.95 432480 | 1 0.01 99.96 443160 | 1 0.01 99.97 494440 | 1 0.01 99.98 511820 | 1 0.01 99.99 591540 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018