Frequencies for first 10,000 rows of n03220 variable in zipcode2016 dataset : Number of | returns | with | educator | expenses | 1040:23 / | 1040A:16 | Freq. Percent Cum. ------------+----------------------------------- 0 | 6,590 65.90 65.90 20 | 437 4.37 70.27 30 | 743 7.43 77.70 40 | 526 5.26 82.96 50 | 330 3.30 86.26 60 | 260 2.60 88.86 70 | 177 1.77 90.63 80 | 154 1.54 92.17 90 | 106 1.06 93.23 100 | 71 0.71 93.94 110 | 52 0.52 94.46 120 | 50 0.50 94.96 130 | 33 0.33 95.29 140 | 32 0.32 95.61 150 | 18 0.18 95.79 160 | 17 0.17 95.96 170 | 19 0.19 96.15 180 | 13 0.13 96.28 190 | 13 0.13 96.41 200 | 13 0.13 96.54 210 | 7 0.07 96.61 220 | 4 0.04 96.65 230 | 9 0.09 96.74 240 | 6 0.06 96.80 250 | 3 0.03 96.83 260 | 3 0.03 96.86 270 | 6 0.06 96.92 280 | 3 0.03 96.95 290 | 4 0.04 96.99 300 | 5 0.05 97.04 310 | 5 0.05 97.09 320 | 1 0.01 97.10 330 | 2 0.02 97.12 340 | 3 0.03 97.15 360 | 1 0.01 97.16 380 | 2 0.02 97.18 400 | 2 0.02 97.20 450 | 2 0.02 97.22 460 | 1 0.01 97.23 470 | 1 0.01 97.24 490 | 1 0.01 97.25 530 | 1 0.01 97.26 550 | 1 0.01 97.27 570 | 1 0.01 97.28 590 | 2 0.02 97.30 600 | 3 0.03 97.33 640 | 1 0.01 97.34 690 | 1 0.01 97.35 700 | 1 0.01 97.36 730 | 1 0.01 97.37 760 | 1 0.01 97.38 780 | 2 0.02 97.40 800 | 1 0.01 97.41 840 | 2 0.02 97.43 850 | 1 0.01 97.44 870 | 1 0.01 97.45 950 | 1 0.01 97.46 1050 | 1 0.01 97.47 1060 | 1 0.01 97.48 1120 | 1 0.01 97.49 1140 | 1 0.01 97.50 1150 | 2 0.02 97.52 1160 | 1 0.01 97.53 1170 | 1 0.01 97.54 1180 | 2 0.02 97.56 1260 | 3 0.03 97.59 1310 | 1 0.01 97.60 1330 | 1 0.01 97.61 1340 | 1 0.01 97.62 1390 | 1 0.01 97.63 1450 | 1 0.01 97.64 1560 | 2 0.02 97.66 1600 | 1 0.01 97.67 1610 | 1 0.01 97.68 1650 | 1 0.01 97.69 1690 | 2 0.02 97.71 1730 | 1 0.01 97.72 1800 | 1 0.01 97.73 1890 | 1 0.01 97.74 1910 | 1 0.01 97.75 1930 | 1 0.01 97.76 2010 | 1 0.01 97.77 2040 | 2 0.02 97.79 2060 | 2 0.02 97.81 2090 | 1 0.01 97.82 2130 | 2 0.02 97.84 2180 | 1 0.01 97.85 2190 | 2 0.02 97.87 2200 | 1 0.01 97.88 2210 | 1 0.01 97.89 2290 | 1 0.01 97.90 2300 | 1 0.01 97.91 2370 | 1 0.01 97.92 2450 | 1 0.01 97.93 2510 | 1 0.01 97.94 2530 | 1 0.01 97.95 2560 | 2 0.02 97.97 2750 | 1 0.01 97.98 2830 | 1 0.01 97.99 2940 | 1 0.01 98.00 2960 | 1 0.01 98.01 3020 | 1 0.01 98.02 3030 | 1 0.01 98.03 3050 | 1 0.01 98.04 3060 | 2 0.02 98.06 3080 | 1 0.01 98.07 3090 | 1 0.01 98.08 3110 | 1 0.01 98.09 3200 | 1 0.01 98.10 3220 | 1 0.01 98.11 3280 | 1 0.01 98.12 3310 | 1 0.01 98.13 3330 | 1 0.01 98.14 3360 | 1 0.01 98.15 3460 | 1 0.01 98.16 3470 | 1 0.01 98.17 3480 | 1 0.01 98.18 3560 | 1 0.01 98.19 3600 | 1 0.01 98.20 3650 | 1 0.01 98.21 3730 | 1 0.01 98.22 3740 | 1 0.01 98.23 3780 | 1 0.01 98.24 3830 | 1 0.01 98.25 3890 | 1 0.01 98.26 4020 | 1 0.01 98.27 4060 | 2 0.02 98.29 4070 | 1 0.01 98.30 4170 | 2 0.02 98.32 4240 | 1 0.01 98.33 4460 | 1 0.01 98.34 4490 | 1 0.01 98.35 4510 | 1 0.01 98.36 4520 | 1 0.01 98.37 4830 | 1 0.01 98.38 4870 | 1 0.01 98.39 5030 | 1 0.01 98.40 5040 | 1 0.01 98.41 5050 | 1 0.01 98.42 5070 | 1 0.01 98.43 5090 | 2 0.02 98.45 5240 | 1 0.01 98.46 5440 | 1 0.01 98.47 5670 | 1 0.01 98.48 5890 | 1 0.01 98.49 6030 | 1 0.01 98.50 6060 | 1 0.01 98.51 6080 | 1 0.01 98.52 6190 | 1 0.01 98.53 6390 | 2 0.02 98.55 6410 | 1 0.01 98.56 6490 | 2 0.02 98.58 6510 | 2 0.02 98.60 6540 | 1 0.01 98.61 6620 | 1 0.01 98.62 6800 | 1 0.01 98.63 6890 | 1 0.01 98.64 6900 | 1 0.01 98.65 6940 | 1 0.01 98.66 7060 | 1 0.01 98.67 7070 | 1 0.01 98.68 7300 | 1 0.01 98.69 7380 | 1 0.01 98.70 7550 | 1 0.01 98.71 7640 | 1 0.01 98.72 7910 | 1 0.01 98.73 8060 | 1 0.01 98.74 8220 | 1 0.01 98.75 8270 | 1 0.01 98.76 8280 | 1 0.01 98.77 8290 | 1 0.01 98.78 8340 | 1 0.01 98.79 8520 | 1 0.01 98.80 8540 | 1 0.01 98.81 8580 | 1 0.01 98.82 8620 | 1 0.01 98.83 8710 | 1 0.01 98.84 8720 | 1 0.01 98.85 8940 | 1 0.01 98.86 8980 | 1 0.01 98.87 9200 | 1 0.01 98.88 9220 | 1 0.01 98.89 9250 | 1 0.01 98.90 9340 | 1 0.01 98.91 9650 | 1 0.01 98.92 10040 | 1 0.01 98.93 10220 | 1 0.01 98.94 10380 | 1 0.01 98.95 10400 | 1 0.01 98.96 10720 | 1 0.01 98.97 10870 | 1 0.01 98.98 11230 | 1 0.01 98.99 11330 | 1 0.01 99.00 11370 | 1 0.01 99.01 11390 | 1 0.01 99.02 11500 | 1 0.01 99.03 11590 | 1 0.01 99.04 11690 | 1 0.01 99.05 11720 | 1 0.01 99.06 11780 | 1 0.01 99.07 11820 | 1 0.01 99.08 12000 | 1 0.01 99.09 12040 | 1 0.01 99.10 12450 | 1 0.01 99.11 12470 | 1 0.01 99.12 12480 | 1 0.01 99.13 12560 | 1 0.01 99.14 12600 | 1 0.01 99.15 12610 | 1 0.01 99.16 12870 | 1 0.01 99.17 12910 | 1 0.01 99.18 13060 | 1 0.01 99.19 13250 | 1 0.01 99.20 13300 | 1 0.01 99.21 13400 | 1 0.01 99.22 13720 | 1 0.01 99.23 13760 | 1 0.01 99.24 13870 | 1 0.01 99.25 13900 | 1 0.01 99.26 14250 | 1 0.01 99.27 14260 | 1 0.01 99.28 14360 | 1 0.01 99.29 14840 | 1 0.01 99.30 15330 | 1 0.01 99.31 15510 | 1 0.01 99.32 15540 | 1 0.01 99.33 15560 | 1 0.01 99.34 16190 | 1 0.01 99.35 16270 | 1 0.01 99.36 16480 | 1 0.01 99.37 16670 | 1 0.01 99.38 17080 | 1 0.01 99.39 17230 | 1 0.01 99.40 17470 | 1 0.01 99.41 18060 | 1 0.01 99.42 18200 | 1 0.01 99.43 19100 | 1 0.01 99.44 19190 | 1 0.01 99.45 19260 | 1 0.01 99.46 19720 | 1 0.01 99.47 19860 | 1 0.01 99.48 19870 | 1 0.01 99.49 20000 | 1 0.01 99.50 20270 | 1 0.01 99.51 20550 | 1 0.01 99.52 20640 | 1 0.01 99.53 20990 | 1 0.01 99.54 21420 | 1 0.01 99.55 22370 | 1 0.01 99.56 22440 | 1 0.01 99.57 23430 | 1 0.01 99.58 23440 | 1 0.01 99.59 23880 | 1 0.01 99.60 24370 | 1 0.01 99.61 24510 | 1 0.01 99.62 25820 | 1 0.01 99.63 25890 | 1 0.01 99.64 27090 | 1 0.01 99.65 27120 | 1 0.01 99.66 27410 | 1 0.01 99.67 27800 | 1 0.01 99.68 27820 | 1 0.01 99.69 27870 | 1 0.01 99.70 28490 | 1 0.01 99.71 28830 | 2 0.02 99.73 29110 | 1 0.01 99.74 29850 | 1 0.01 99.75 30620 | 1 0.01 99.76 32090 | 1 0.01 99.77 32210 | 1 0.01 99.78 32450 | 1 0.01 99.79 33990 | 1 0.01 99.80 34710 | 1 0.01 99.81 38090 | 1 0.01 99.82 38870 | 1 0.01 99.83 42250 | 1 0.01 99.84 44930 | 1 0.01 99.85 49240 | 1 0.01 99.86 49890 | 1 0.01 99.87 53140 | 1 0.01 99.88 54350 | 1 0.01 99.89 55800 | 1 0.01 99.90 56360 | 2 0.02 99.92 60000 | 1 0.01 99.93 65940 | 1 0.01 99.94 67090 | 1 0.01 99.95 76440 | 1 0.01 99.96 93130 | 1 0.01 99.97 98210 | 1 0.01 99.98 107460 | 1 0.01 99.99 129890 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018