Frequencies for first 10,000 rows of n05780 variable in zipcode2016 dataset : Number of | returns | with excess | advance | premium tax | credit | repayment | 1040:46/ | 1040 | Freq. Percent Cum. ------------+----------------------------------- 0 | 7,337 73.37 73.37 20 | 367 3.67 77.04 30 | 565 5.65 82.69 40 | 434 4.34 87.03 50 | 282 2.82 89.85 60 | 177 1.77 91.62 70 | 120 1.20 92.82 80 | 74 0.74 93.56 90 | 66 0.66 94.22 100 | 51 0.51 94.73 110 | 45 0.45 95.18 120 | 29 0.29 95.47 130 | 33 0.33 95.80 140 | 32 0.32 96.12 150 | 12 0.12 96.24 160 | 24 0.24 96.48 170 | 14 0.14 96.62 180 | 8 0.08 96.70 190 | 10 0.10 96.80 200 | 10 0.10 96.90 210 | 10 0.10 97.00 220 | 10 0.10 97.10 230 | 9 0.09 97.19 240 | 11 0.11 97.30 250 | 7 0.07 97.37 260 | 6 0.06 97.43 270 | 2 0.02 97.45 280 | 4 0.04 97.49 290 | 5 0.05 97.54 300 | 2 0.02 97.56 310 | 6 0.06 97.62 320 | 2 0.02 97.64 330 | 3 0.03 97.67 340 | 3 0.03 97.70 350 | 5 0.05 97.75 370 | 1 0.01 97.76 380 | 3 0.03 97.79 390 | 2 0.02 97.81 400 | 1 0.01 97.82 410 | 1 0.01 97.83 420 | 2 0.02 97.85 430 | 1 0.01 97.86 460 | 3 0.03 97.89 510 | 2 0.02 97.91 520 | 4 0.04 97.95 540 | 1 0.01 97.96 550 | 1 0.01 97.97 560 | 2 0.02 97.99 570 | 3 0.03 98.02 580 | 1 0.01 98.03 590 | 2 0.02 98.05 620 | 1 0.01 98.06 660 | 1 0.01 98.07 690 | 2 0.02 98.09 700 | 3 0.03 98.12 720 | 2 0.02 98.14 750 | 1 0.01 98.15 760 | 1 0.01 98.16 770 | 1 0.01 98.17 840 | 3 0.03 98.20 850 | 1 0.01 98.21 880 | 1 0.01 98.22 930 | 1 0.01 98.23 990 | 1 0.01 98.24 1010 | 1 0.01 98.25 1120 | 1 0.01 98.26 1190 | 1 0.01 98.27 1260 | 1 0.01 98.28 1280 | 1 0.01 98.29 1320 | 1 0.01 98.30 1350 | 1 0.01 98.31 1370 | 1 0.01 98.32 1400 | 1 0.01 98.33 1460 | 1 0.01 98.34 1500 | 2 0.02 98.36 1510 | 1 0.01 98.37 1530 | 1 0.01 98.38 1550 | 2 0.02 98.40 1610 | 1 0.01 98.41 1620 | 1 0.01 98.42 1670 | 1 0.01 98.43 1790 | 1 0.01 98.44 1800 | 1 0.01 98.45 1830 | 1 0.01 98.46 1850 | 1 0.01 98.47 1860 | 1 0.01 98.48 1880 | 1 0.01 98.49 1960 | 1 0.01 98.50 2020 | 1 0.01 98.51 2040 | 1 0.01 98.52 2060 | 1 0.01 98.53 2080 | 1 0.01 98.54 2150 | 1 0.01 98.55 2180 | 1 0.01 98.56 2210 | 1 0.01 98.57 2220 | 1 0.01 98.58 2240 | 2 0.02 98.60 2270 | 1 0.01 98.61 2350 | 1 0.01 98.62 2470 | 1 0.01 98.63 2580 | 2 0.02 98.65 2600 | 2 0.02 98.67 2720 | 1 0.01 98.68 2930 | 1 0.01 98.69 2950 | 1 0.01 98.70 2990 | 1 0.01 98.71 3100 | 1 0.01 98.72 3230 | 1 0.01 98.73 3260 | 1 0.01 98.74 3490 | 1 0.01 98.75 3520 | 1 0.01 98.76 3660 | 1 0.01 98.77 3680 | 1 0.01 98.78 3810 | 1 0.01 98.79 3850 | 1 0.01 98.80 4010 | 1 0.01 98.81 4090 | 1 0.01 98.82 4100 | 1 0.01 98.83 4180 | 1 0.01 98.84 4190 | 1 0.01 98.85 4220 | 1 0.01 98.86 4330 | 1 0.01 98.87 4370 | 1 0.01 98.88 4550 | 1 0.01 98.89 4740 | 1 0.01 98.90 4760 | 1 0.01 98.91 4850 | 1 0.01 98.92 5100 | 1 0.01 98.93 5440 | 1 0.01 98.94 5560 | 1 0.01 98.95 5660 | 1 0.01 98.96 5930 | 1 0.01 98.97 6040 | 1 0.01 98.98 6070 | 1 0.01 98.99 6080 | 1 0.01 99.00 6210 | 1 0.01 99.01 6360 | 1 0.01 99.02 6640 | 1 0.01 99.03 6680 | 1 0.01 99.04 6740 | 1 0.01 99.05 6750 | 1 0.01 99.06 6880 | 1 0.01 99.07 6950 | 1 0.01 99.08 6980 | 1 0.01 99.09 7020 | 1 0.01 99.10 7040 | 1 0.01 99.11 7070 | 1 0.01 99.12 7130 | 1 0.01 99.13 7180 | 1 0.01 99.14 7530 | 1 0.01 99.15 7730 | 1 0.01 99.16 7790 | 1 0.01 99.17 7840 | 1 0.01 99.18 7860 | 1 0.01 99.19 8000 | 1 0.01 99.20 8060 | 1 0.01 99.21 8180 | 1 0.01 99.22 8340 | 1 0.01 99.23 8470 | 1 0.01 99.24 8950 | 1 0.01 99.25 9030 | 1 0.01 99.26 9310 | 1 0.01 99.27 9480 | 1 0.01 99.28 9500 | 1 0.01 99.29 9700 | 1 0.01 99.30 9810 | 1 0.01 99.31 9900 | 1 0.01 99.32 10560 | 1 0.01 99.33 10720 | 1 0.01 99.34 11180 | 1 0.01 99.35 11210 | 1 0.01 99.36 11550 | 1 0.01 99.37 11670 | 1 0.01 99.38 11720 | 1 0.01 99.39 12030 | 1 0.01 99.40 12040 | 1 0.01 99.41 12930 | 1 0.01 99.42 13040 | 1 0.01 99.43 13880 | 1 0.01 99.44 13920 | 1 0.01 99.45 14060 | 1 0.01 99.46 14470 | 1 0.01 99.47 14510 | 1 0.01 99.48 14820 | 1 0.01 99.49 15180 | 1 0.01 99.50 15500 | 1 0.01 99.51 15540 | 1 0.01 99.52 15830 | 1 0.01 99.53 16060 | 1 0.01 99.54 16420 | 1 0.01 99.55 16760 | 1 0.01 99.56 16840 | 1 0.01 99.57 17030 | 1 0.01 99.58 17200 | 1 0.01 99.59 17510 | 1 0.01 99.60 17980 | 1 0.01 99.61 18830 | 1 0.01 99.62 19140 | 1 0.01 99.63 20810 | 1 0.01 99.64 21210 | 1 0.01 99.65 21350 | 1 0.01 99.66 22340 | 1 0.01 99.67 24160 | 1 0.01 99.68 24200 | 1 0.01 99.69 24240 | 1 0.01 99.70 24980 | 1 0.01 99.71 25300 | 1 0.01 99.72 26070 | 1 0.01 99.73 26350 | 1 0.01 99.74 27370 | 1 0.01 99.75 28760 | 1 0.01 99.76 29210 | 1 0.01 99.77 29300 | 1 0.01 99.78 31240 | 1 0.01 99.79 32920 | 1 0.01 99.80 34750 | 1 0.01 99.81 35270 | 1 0.01 99.82 35800 | 1 0.01 99.83 40930 | 1 0.01 99.84 41230 | 1 0.01 99.85 42470 | 1 0.01 99.86 43700 | 1 0.01 99.87 46970 | 1 0.01 99.88 47640 | 1 0.01 99.89 47900 | 1 0.01 99.90 53180 | 1 0.01 99.91 54710 | 1 0.01 99.92 59980 | 1 0.01 99.93 75780 | 1 0.01 99.94 83660 | 1 0.01 99.95 85690 | 1 0.01 99.96 109330 | 1 0.01 99.97 184500 | 1 0.01 99.98 191390 | 1 0.01 99.99 202490 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018