Frequencies for first 10,000 rows of n01700 variable in zipcode2012 dataset : Number of | returns | with | taxable | pensions | and | annuities | 1040:16b / | 1040A:12b | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,104 21.04 21.04 20 | 449 4.49 25.53 30 | 954 9.54 35.07 40 | 761 7.61 42.68 50 | 483 4.83 47.51 60 | 391 3.91 51.42 70 | 334 3.34 54.76 80 | 269 2.69 57.45 90 | 246 2.46 59.91 100 | 238 2.38 62.29 110 | 209 2.09 64.38 120 | 197 1.97 66.35 130 | 196 1.96 68.31 140 | 112 1.12 69.43 150 | 144 1.44 70.87 160 | 143 1.43 72.30 170 | 138 1.38 73.68 180 | 103 1.03 74.71 190 | 89 0.89 75.60 200 | 99 0.99 76.59 210 | 99 0.99 77.58 220 | 83 0.83 78.41 230 | 75 0.75 79.16 240 | 82 0.82 79.98 250 | 86 0.86 80.84 260 | 78 0.78 81.62 270 | 70 0.70 82.32 280 | 66 0.66 82.98 290 | 59 0.59 83.57 300 | 50 0.50 84.07 310 | 59 0.59 84.66 320 | 41 0.41 85.07 330 | 63 0.63 85.70 340 | 60 0.60 86.30 350 | 47 0.47 86.77 360 | 47 0.47 87.24 370 | 45 0.45 87.69 380 | 40 0.40 88.09 390 | 33 0.33 88.42 400 | 38 0.38 88.80 410 | 22 0.22 89.02 420 | 27 0.27 89.29 430 | 41 0.41 89.70 440 | 34 0.34 90.04 450 | 30 0.30 90.34 460 | 27 0.27 90.61 470 | 28 0.28 90.89 480 | 34 0.34 91.23 490 | 27 0.27 91.50 500 | 23 0.23 91.73 510 | 33 0.33 92.06 520 | 26 0.26 92.32 530 | 15 0.15 92.47 540 | 16 0.16 92.63 550 | 21 0.21 92.84 560 | 22 0.22 93.06 570 | 18 0.18 93.24 580 | 14 0.14 93.38 590 | 15 0.15 93.53 600 | 22 0.22 93.75 610 | 8 0.08 93.83 620 | 12 0.12 93.95 630 | 15 0.15 94.10 640 | 14 0.14 94.24 650 | 15 0.15 94.39 660 | 14 0.14 94.53 670 | 11 0.11 94.64 680 | 12 0.12 94.76 690 | 6 0.06 94.82 700 | 4 0.04 94.86 710 | 10 0.10 94.96 720 | 14 0.14 95.10 730 | 11 0.11 95.21 740 | 9 0.09 95.30 750 | 7 0.07 95.37 760 | 6 0.06 95.43 770 | 7 0.07 95.50 780 | 6 0.06 95.56 790 | 5 0.05 95.61 800 | 9 0.09 95.70 810 | 8 0.08 95.78 820 | 10 0.10 95.88 830 | 6 0.06 95.94 840 | 4 0.04 95.98 850 | 6 0.06 96.04 860 | 6 0.06 96.10 870 | 4 0.04 96.14 880 | 6 0.06 96.20 890 | 3 0.03 96.23 900 | 2 0.02 96.25 910 | 2 0.02 96.27 920 | 5 0.05 96.32 930 | 3 0.03 96.35 940 | 2 0.02 96.37 960 | 2 0.02 96.39 970 | 2 0.02 96.41 980 | 1 0.01 96.42 990 | 3 0.03 96.45 1000 | 3 0.03 96.48 1010 | 2 0.02 96.50 1020 | 1 0.01 96.51 1030 | 1 0.01 96.52 1040 | 1 0.01 96.53 1050 | 1 0.01 96.54 1060 | 2 0.02 96.56 1070 | 6 0.06 96.62 1080 | 3 0.03 96.65 1090 | 1 0.01 96.66 1100 | 1 0.01 96.67 1110 | 1 0.01 96.68 1120 | 1 0.01 96.69 1140 | 1 0.01 96.70 1150 | 3 0.03 96.73 1160 | 1 0.01 96.74 1170 | 2 0.02 96.76 1180 | 1 0.01 96.77 1210 | 1 0.01 96.78 1220 | 1 0.01 96.79 1230 | 1 0.01 96.80 1240 | 3 0.03 96.83 1280 | 1 0.01 96.84 1330 | 1 0.01 96.85 1380 | 1 0.01 96.86 1400 | 1 0.01 96.87 1430 | 1 0.01 96.88 1470 | 1 0.01 96.89 1490 | 1 0.01 96.90 1530 | 1 0.01 96.91 1590 | 1 0.01 96.92 1660 | 1 0.01 96.93 1770 | 1 0.01 96.94 1790 | 1 0.01 96.95 1890 | 1 0.01 96.96 2220 | 1 0.01 96.97 2400 | 1 0.01 96.98 2560 | 1 0.01 96.99 2810 | 1 0.01 97.00 2890 | 1 0.01 97.01 3200 | 1 0.01 97.02 3770 | 1 0.01 97.03 3870 | 1 0.01 97.04 3890 | 1 0.01 97.05 4770 | 1 0.01 97.06 4840 | 1 0.01 97.07 5270 | 1 0.01 97.08 5300 | 1 0.01 97.09 5440 | 1 0.01 97.10 5650 | 1 0.01 97.11 5660 | 1 0.01 97.12 5730 | 1 0.01 97.13 6310 | 1 0.01 97.14 7500 | 1 0.01 97.15 7700 | 1 0.01 97.16 7880 | 1 0.01 97.17 8260 | 1 0.01 97.18 8290 | 1 0.01 97.19 8460 | 2 0.02 97.21 8700 | 1 0.01 97.22 8730 | 1 0.01 97.23 8960 | 2 0.02 97.25 9150 | 1 0.01 97.26 9310 | 1 0.01 97.27 9530 | 1 0.01 97.28 9770 | 1 0.01 97.29 9830 | 1 0.01 97.30 9940 | 1 0.01 97.31 10220 | 1 0.01 97.32 10340 | 1 0.01 97.33 10370 | 1 0.01 97.34 10410 | 1 0.01 97.35 10560 | 1 0.01 97.36 10740 | 1 0.01 97.37 11180 | 1 0.01 97.38 11540 | 1 0.01 97.39 11570 | 1 0.01 97.40 11890 | 1 0.01 97.41 11940 | 1 0.01 97.42 12250 | 1 0.01 97.43 12400 | 1 0.01 97.44 12480 | 1 0.01 97.45 12490 | 1 0.01 97.46 12670 | 1 0.01 97.47 12750 | 1 0.01 97.48 13310 | 1 0.01 97.49 13650 | 1 0.01 97.50 14130 | 1 0.01 97.51 14190 | 1 0.01 97.52 14730 | 1 0.01 97.53 14770 | 1 0.01 97.54 15610 | 1 0.01 97.55 15810 | 1 0.01 97.56 15820 | 1 0.01 97.57 16230 | 1 0.01 97.58 16240 | 1 0.01 97.59 16260 | 1 0.01 97.60 16360 | 1 0.01 97.61 16950 | 1 0.01 97.62 17210 | 1 0.01 97.63 17560 | 1 0.01 97.64 17650 | 1 0.01 97.65 17680 | 1 0.01 97.66 17730 | 1 0.01 97.67 18090 | 1 0.01 97.68 18330 | 1 0.01 97.69 18440 | 1 0.01 97.70 18810 | 1 0.01 97.71 18940 | 1 0.01 97.72 20090 | 1 0.01 97.73 20300 | 1 0.01 97.74 20490 | 1 0.01 97.75 20670 | 1 0.01 97.76 21100 | 1 0.01 97.77 22410 | 1 0.01 97.78 22480 | 1 0.01 97.79 22830 | 1 0.01 97.80 23040 | 1 0.01 97.81 23230 | 1 0.01 97.82 23470 | 1 0.01 97.83 23670 | 1 0.01 97.84 23690 | 1 0.01 97.85 23770 | 1 0.01 97.86 23850 | 1 0.01 97.87 24200 | 1 0.01 97.88 24370 | 1 0.01 97.89 24830 | 1 0.01 97.90 25060 | 1 0.01 97.91 26370 | 1 0.01 97.92 26540 | 2 0.02 97.94 27000 | 1 0.01 97.95 27530 | 1 0.01 97.96 27710 | 2 0.02 97.98 27780 | 1 0.01 97.99 28040 | 1 0.01 98.00 28530 | 1 0.01 98.01 28750 | 1 0.01 98.02 28790 | 1 0.01 98.03 28890 | 1 0.01 98.04 29790 | 1 0.01 98.05 30430 | 1 0.01 98.06 30450 | 1 0.01 98.07 30970 | 1 0.01 98.08 31390 | 1 0.01 98.09 31550 | 1 0.01 98.10 31670 | 1 0.01 98.11 31890 | 1 0.01 98.12 32160 | 1 0.01 98.13 32770 | 1 0.01 98.14 33610 | 1 0.01 98.15 34280 | 2 0.02 98.17 35020 | 1 0.01 98.18 36280 | 1 0.01 98.19 36970 | 1 0.01 98.20 37510 | 1 0.01 98.21 38800 | 1 0.01 98.22 39050 | 1 0.01 98.23 39070 | 1 0.01 98.24 39430 | 1 0.01 98.25 39640 | 1 0.01 98.26 40040 | 1 0.01 98.27 40260 | 1 0.01 98.28 41330 | 1 0.01 98.29 41470 | 1 0.01 98.30 42190 | 1 0.01 98.31 43550 | 1 0.01 98.32 44070 | 1 0.01 98.33 44570 | 1 0.01 98.34 44770 | 1 0.01 98.35 44920 | 1 0.01 98.36 45380 | 1 0.01 98.37 45680 | 1 0.01 98.38 46020 | 1 0.01 98.39 47000 | 1 0.01 98.40 48110 | 1 0.01 98.41 49220 | 1 0.01 98.42 49610 | 1 0.01 98.43 50440 | 1 0.01 98.44 51470 | 1 0.01 98.45 52130 | 1 0.01 98.46 52300 | 1 0.01 98.47 52470 | 1 0.01 98.48 54120 | 1 0.01 98.49 54610 | 1 0.01 98.50 55300 | 1 0.01 98.51 55900 | 1 0.01 98.52 56240 | 1 0.01 98.53 56830 | 1 0.01 98.54 58220 | 1 0.01 98.55 58260 | 1 0.01 98.56 58540 | 1 0.01 98.57 58980 | 1 0.01 98.58 59330 | 1 0.01 98.59 61230 | 1 0.01 98.60 61980 | 1 0.01 98.61 62300 | 1 0.01 98.62 63520 | 1 0.01 98.63 63600 | 1 0.01 98.64 63690 | 1 0.01 98.65 65890 | 1 0.01 98.66 66360 | 1 0.01 98.67 66550 | 1 0.01 98.68 68030 | 1 0.01 98.69 69970 | 1 0.01 98.70 70310 | 1 0.01 98.71 70810 | 1 0.01 98.72 70830 | 1 0.01 98.73 71340 | 1 0.01 98.74 71800 | 1 0.01 98.75 72270 | 1 0.01 98.76 73360 | 1 0.01 98.77 74340 | 1 0.01 98.78 74650 | 1 0.01 98.79 74760 | 1 0.01 98.80 75170 | 1 0.01 98.81 75290 | 1 0.01 98.82 75730 | 1 0.01 98.83 76360 | 1 0.01 98.84 76400 | 1 0.01 98.85 76820 | 1 0.01 98.86 77610 | 1 0.01 98.87 77870 | 1 0.01 98.88 78110 | 1 0.01 98.89 78520 | 1 0.01 98.90 78580 | 1 0.01 98.91 79140 | 1 0.01 98.92 81030 | 1 0.01 98.93 83140 | 1 0.01 98.94 84520 | 1 0.01 98.95 84840 | 1 0.01 98.96 86610 | 1 0.01 98.97 89540 | 1 0.01 98.98 90200 | 1 0.01 98.99 90510 | 1 0.01 99.00 91500 | 1 0.01 99.01 91540 | 1 0.01 99.02 93270 | 1 0.01 99.03 94550 | 1 0.01 99.04 94760 | 1 0.01 99.05 95140 | 1 0.01 99.06 98170 | 1 0.01 99.07 99480 | 1 0.01 99.08 99820 | 1 0.01 99.09 101550 | 1 0.01 99.10 102070 | 1 0.01 99.11 103150 | 1 0.01 99.12 104500 | 1 0.01 99.13 104960 | 1 0.01 99.14 105940 | 1 0.01 99.15 106800 | 1 0.01 99.16 107040 | 1 0.01 99.17 107210 | 1 0.01 99.18 107480 | 2 0.02 99.20 108700 | 1 0.01 99.21 110960 | 1 0.01 99.22 111170 | 1 0.01 99.23 111610 | 1 0.01 99.24 112470 | 1 0.01 99.25 113020 | 1 0.01 99.26 114920 | 1 0.01 99.27 121820 | 1 0.01 99.28 122120 | 1 0.01 99.29 123710 | 1 0.01 99.30 124070 | 1 0.01 99.31 126450 | 1 0.01 99.32 127480 | 1 0.01 99.33 128200 | 1 0.01 99.34 131630 | 1 0.01 99.35 132620 | 1 0.01 99.36 133800 | 1 0.01 99.37 134310 | 1 0.01 99.38 134710 | 1 0.01 99.39 134990 | 1 0.01 99.40 135110 | 1 0.01 99.41 137980 | 1 0.01 99.42 140150 | 1 0.01 99.43 140550 | 1 0.01 99.44 140970 | 1 0.01 99.45 145850 | 1 0.01 99.46 146350 | 1 0.01 99.47 149750 | 1 0.01 99.48 150180 | 1 0.01 99.49 151320 | 1 0.01 99.50 151630 | 1 0.01 99.51 152560 | 1 0.01 99.52 155580 | 1 0.01 99.53 156400 | 1 0.01 99.54 156660 | 1 0.01 99.55 159040 | 1 0.01 99.56 159890 | 1 0.01 99.57 164830 | 1 0.01 99.58 165070 | 1 0.01 99.59 175270 | 1 0.01 99.60 176730 | 1 0.01 99.61 177960 | 1 0.01 99.62 181980 | 1 0.01 99.63 186790 | 1 0.01 99.64 188330 | 1 0.01 99.65 202680 | 1 0.01 99.66 203150 | 1 0.01 99.67 203990 | 1 0.01 99.68 210660 | 1 0.01 99.69 211880 | 1 0.01 99.70 216260 | 1 0.01 99.71 221610 | 1 0.01 99.72 222850 | 1 0.01 99.73 225590 | 1 0.01 99.74 226050 | 1 0.01 99.75 254580 | 1 0.01 99.76 257830 | 1 0.01 99.77 262450 | 1 0.01 99.78 279690 | 1 0.01 99.79 293890 | 1 0.01 99.80 294420 | 1 0.01 99.81 297660 | 1 0.01 99.82 302030 | 1 0.01 99.83 308020 | 1 0.01 99.84 312450 | 1 0.01 99.85 315720 | 1 0.01 99.86 332330 | 1 0.01 99.87 336320 | 1 0.01 99.88 345810 | 1 0.01 99.89 358030 | 1 0.01 99.90 401530 | 1 0.01 99.91 403480 | 1 0.01 99.92 409460 | 1 0.01 99.93 421860 | 1 0.01 99.94 429870 | 1 0.01 99.95 441550 | 1 0.01 99.96 466460 | 1 0.01 99.97 499980 | 1 0.01 99.98 528080 | 1 0.01 99.99 566460 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017