Frequencies for first 10,000 rows of n00700 variable in zipcode2014 dataset : Number of | returns | with state | and local | income tax | refunds | 1040:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 3,323 33.23 33.23 20 | 419 4.19 37.42 30 | 694 6.94 44.36 40 | 599 5.99 50.35 50 | 426 4.26 54.61 60 | 364 3.64 58.25 70 | 305 3.05 61.30 80 | 244 2.44 63.74 90 | 221 2.21 65.95 100 | 190 1.90 67.85 110 | 160 1.60 69.45 120 | 132 1.32 70.77 130 | 118 1.18 71.95 140 | 100 1.00 72.95 150 | 113 1.13 74.08 160 | 102 1.02 75.10 170 | 88 0.88 75.98 180 | 104 1.04 77.02 190 | 70 0.70 77.72 200 | 83 0.83 78.55 210 | 57 0.57 79.12 220 | 81 0.81 79.93 230 | 71 0.71 80.64 240 | 59 0.59 81.23 250 | 56 0.56 81.79 260 | 51 0.51 82.30 270 | 53 0.53 82.83 280 | 43 0.43 83.26 290 | 43 0.43 83.69 300 | 43 0.43 84.12 310 | 49 0.49 84.61 320 | 41 0.41 85.02 330 | 46 0.46 85.48 340 | 45 0.45 85.93 350 | 39 0.39 86.32 360 | 30 0.30 86.62 370 | 34 0.34 86.96 380 | 34 0.34 87.30 390 | 44 0.44 87.74 400 | 28 0.28 88.02 410 | 31 0.31 88.33 420 | 26 0.26 88.59 430 | 30 0.30 88.89 440 | 25 0.25 89.14 450 | 20 0.20 89.34 460 | 26 0.26 89.60 470 | 31 0.31 89.91 480 | 32 0.32 90.23 490 | 21 0.21 90.44 500 | 14 0.14 90.58 510 | 20 0.20 90.78 520 | 17 0.17 90.95 530 | 18 0.18 91.13 540 | 31 0.31 91.44 550 | 13 0.13 91.57 560 | 17 0.17 91.74 570 | 13 0.13 91.87 580 | 15 0.15 92.02 590 | 11 0.11 92.13 600 | 8 0.08 92.21 610 | 6 0.06 92.27 620 | 10 0.10 92.37 630 | 17 0.17 92.54 640 | 15 0.15 92.69 650 | 14 0.14 92.83 660 | 18 0.18 93.01 670 | 7 0.07 93.08 680 | 13 0.13 93.21 690 | 10 0.10 93.31 700 | 17 0.17 93.48 710 | 12 0.12 93.60 720 | 8 0.08 93.68 730 | 5 0.05 93.73 740 | 9 0.09 93.82 750 | 12 0.12 93.94 760 | 8 0.08 94.02 770 | 8 0.08 94.10 780 | 10 0.10 94.20 790 | 8 0.08 94.28 800 | 8 0.08 94.36 810 | 8 0.08 94.44 820 | 7 0.07 94.51 830 | 11 0.11 94.62 850 | 9 0.09 94.71 860 | 9 0.09 94.80 870 | 6 0.06 94.86 880 | 7 0.07 94.93 890 | 8 0.08 95.01 900 | 5 0.05 95.06 910 | 8 0.08 95.14 920 | 6 0.06 95.20 930 | 4 0.04 95.24 940 | 5 0.05 95.29 950 | 4 0.04 95.33 960 | 5 0.05 95.38 970 | 7 0.07 95.45 980 | 8 0.08 95.53 990 | 5 0.05 95.58 1000 | 6 0.06 95.64 1010 | 3 0.03 95.67 1020 | 3 0.03 95.70 1030 | 3 0.03 95.73 1040 | 6 0.06 95.79 1050 | 3 0.03 95.82 1060 | 9 0.09 95.91 1070 | 5 0.05 95.96 1080 | 7 0.07 96.03 1090 | 2 0.02 96.05 1100 | 4 0.04 96.09 1110 | 3 0.03 96.12 1120 | 4 0.04 96.16 1130 | 1 0.01 96.17 1140 | 3 0.03 96.20 1150 | 2 0.02 96.22 1190 | 4 0.04 96.26 1200 | 5 0.05 96.31 1210 | 2 0.02 96.33 1230 | 1 0.01 96.34 1240 | 2 0.02 96.36 1250 | 2 0.02 96.38 1260 | 2 0.02 96.40 1280 | 1 0.01 96.41 1300 | 2 0.02 96.43 1310 | 1 0.01 96.44 1330 | 3 0.03 96.47 1350 | 2 0.02 96.49 1360 | 1 0.01 96.50 1370 | 1 0.01 96.51 1380 | 2 0.02 96.53 1400 | 1 0.01 96.54 1410 | 1 0.01 96.55 1420 | 2 0.02 96.57 1440 | 3 0.03 96.60 1450 | 1 0.01 96.61 1470 | 4 0.04 96.65 1480 | 3 0.03 96.68 1500 | 1 0.01 96.69 1510 | 1 0.01 96.70 1520 | 2 0.02 96.72 1530 | 1 0.01 96.73 1560 | 3 0.03 96.76 1570 | 1 0.01 96.77 1580 | 3 0.03 96.80 1630 | 1 0.01 96.81 1640 | 1 0.01 96.82 1670 | 1 0.01 96.83 1680 | 2 0.02 96.85 1690 | 3 0.03 96.88 1700 | 2 0.02 96.90 1730 | 1 0.01 96.91 1740 | 1 0.01 96.92 1770 | 1 0.01 96.93 1790 | 1 0.01 96.94 1800 | 1 0.01 96.95 1830 | 2 0.02 96.97 1880 | 1 0.01 96.98 1890 | 2 0.02 97.00 1910 | 1 0.01 97.01 1920 | 2 0.02 97.03 1930 | 2 0.02 97.05 2020 | 3 0.03 97.08 2140 | 1 0.01 97.09 2160 | 1 0.01 97.10 2230 | 1 0.01 97.11 2240 | 1 0.01 97.12 2280 | 1 0.01 97.13 2300 | 1 0.01 97.14 2310 | 1 0.01 97.15 2330 | 2 0.02 97.17 2520 | 1 0.01 97.18 2590 | 1 0.01 97.19 2790 | 1 0.01 97.20 2830 | 1 0.01 97.21 3060 | 1 0.01 97.22 3080 | 1 0.01 97.23 3180 | 2 0.02 97.25 3290 | 1 0.01 97.26 3420 | 1 0.01 97.27 3480 | 1 0.01 97.28 3570 | 1 0.01 97.29 3640 | 1 0.01 97.30 3800 | 1 0.01 97.31 4050 | 1 0.01 97.32 4090 | 1 0.01 97.33 4220 | 1 0.01 97.34 4240 | 1 0.01 97.35 4460 | 1 0.01 97.36 4640 | 1 0.01 97.37 4650 | 1 0.01 97.38 4770 | 1 0.01 97.39 4820 | 1 0.01 97.40 4870 | 1 0.01 97.41 4990 | 1 0.01 97.42 5010 | 1 0.01 97.43 5030 | 1 0.01 97.44 5110 | 1 0.01 97.45 5290 | 1 0.01 97.46 5350 | 1 0.01 97.47 5370 | 1 0.01 97.48 5560 | 1 0.01 97.49 5980 | 1 0.01 97.50 6370 | 1 0.01 97.51 6390 | 1 0.01 97.52 6600 | 1 0.01 97.53 6690 | 1 0.01 97.54 6730 | 1 0.01 97.55 7200 | 1 0.01 97.56 7370 | 1 0.01 97.57 7460 | 1 0.01 97.58 7550 | 1 0.01 97.59 7560 | 1 0.01 97.60 7870 | 1 0.01 97.61 8000 | 1 0.01 97.62 8190 | 1 0.01 97.63 8320 | 1 0.01 97.64 8550 | 1 0.01 97.65 8610 | 1 0.01 97.66 8870 | 1 0.01 97.67 8960 | 1 0.01 97.68 9000 | 1 0.01 97.69 9040 | 1 0.01 97.70 9380 | 1 0.01 97.71 9400 | 1 0.01 97.72 9610 | 1 0.01 97.73 9950 | 1 0.01 97.74 10380 | 1 0.01 97.75 10470 | 1 0.01 97.76 10640 | 1 0.01 97.77 10810 | 1 0.01 97.78 10820 | 1 0.01 97.79 10900 | 1 0.01 97.80 11310 | 1 0.01 97.81 11890 | 1 0.01 97.82 11920 | 1 0.01 97.83 11950 | 1 0.01 97.84 12300 | 1 0.01 97.85 12380 | 1 0.01 97.86 12640 | 1 0.01 97.87 12820 | 1 0.01 97.88 12920 | 1 0.01 97.89 13100 | 1 0.01 97.90 13240 | 1 0.01 97.91 13290 | 1 0.01 97.92 13400 | 1 0.01 97.93 14250 | 2 0.02 97.95 14310 | 1 0.01 97.96 14350 | 1 0.01 97.97 15210 | 1 0.01 97.98 15410 | 1 0.01 97.99 15810 | 1 0.01 98.00 15830 | 1 0.01 98.01 15850 | 1 0.01 98.02 16180 | 1 0.01 98.03 16410 | 1 0.01 98.04 16690 | 1 0.01 98.05 16720 | 1 0.01 98.06 16970 | 1 0.01 98.07 17080 | 1 0.01 98.08 17270 | 1 0.01 98.09 17400 | 1 0.01 98.10 17510 | 1 0.01 98.11 17690 | 1 0.01 98.12 17830 | 1 0.01 98.13 18140 | 1 0.01 98.14 19150 | 1 0.01 98.15 19170 | 1 0.01 98.16 19680 | 1 0.01 98.17 19870 | 1 0.01 98.18 20100 | 1 0.01 98.19 20270 | 1 0.01 98.20 20390 | 1 0.01 98.21 21120 | 1 0.01 98.22 21290 | 1 0.01 98.23 21320 | 1 0.01 98.24 21760 | 1 0.01 98.25 22060 | 1 0.01 98.26 22120 | 1 0.01 98.27 22500 | 1 0.01 98.28 23040 | 1 0.01 98.29 23350 | 1 0.01 98.30 23390 | 1 0.01 98.31 23860 | 1 0.01 98.32 23900 | 1 0.01 98.33 24260 | 1 0.01 98.34 24270 | 1 0.01 98.35 24440 | 1 0.01 98.36 24500 | 1 0.01 98.37 24860 | 1 0.01 98.38 25030 | 1 0.01 98.39 25260 | 1 0.01 98.40 26060 | 1 0.01 98.41 26320 | 1 0.01 98.42 26740 | 1 0.01 98.43 26910 | 1 0.01 98.44 27130 | 1 0.01 98.45 27190 | 1 0.01 98.46 27300 | 1 0.01 98.47 28490 | 1 0.01 98.48 28990 | 1 0.01 98.49 29090 | 1 0.01 98.50 29610 | 1 0.01 98.51 30500 | 1 0.01 98.52 30700 | 1 0.01 98.53 30740 | 1 0.01 98.54 31050 | 1 0.01 98.55 31560 | 1 0.01 98.56 31960 | 1 0.01 98.57 32030 | 1 0.01 98.58 32230 | 1 0.01 98.59 32540 | 1 0.01 98.60 32600 | 1 0.01 98.61 32680 | 1 0.01 98.62 32860 | 1 0.01 98.63 33300 | 1 0.01 98.64 33960 | 1 0.01 98.65 35350 | 1 0.01 98.66 36910 | 1 0.01 98.67 36920 | 1 0.01 98.68 36960 | 1 0.01 98.69 37110 | 1 0.01 98.70 37210 | 1 0.01 98.71 37790 | 1 0.01 98.72 38480 | 1 0.01 98.73 39190 | 1 0.01 98.74 39970 | 1 0.01 98.75 40150 | 1 0.01 98.76 40180 | 1 0.01 98.77 41480 | 1 0.01 98.78 43340 | 1 0.01 98.79 43390 | 1 0.01 98.80 45840 | 1 0.01 98.81 46680 | 1 0.01 98.82 46840 | 1 0.01 98.83 47420 | 1 0.01 98.84 47490 | 1 0.01 98.85 48490 | 1 0.01 98.86 49090 | 1 0.01 98.87 49550 | 1 0.01 98.88 51450 | 1 0.01 98.89 51530 | 1 0.01 98.90 54140 | 1 0.01 98.91 55450 | 1 0.01 98.92 55500 | 1 0.01 98.93 55640 | 1 0.01 98.94 57000 | 1 0.01 98.95 57080 | 1 0.01 98.96 58140 | 1 0.01 98.97 59200 | 1 0.01 98.98 60030 | 1 0.01 98.99 60130 | 1 0.01 99.00 60220 | 1 0.01 99.01 60390 | 1 0.01 99.02 61010 | 1 0.01 99.03 62280 | 1 0.01 99.04 63750 | 1 0.01 99.05 64180 | 1 0.01 99.06 64810 | 1 0.01 99.07 64930 | 1 0.01 99.08 65610 | 1 0.01 99.09 67620 | 1 0.01 99.10 68230 | 1 0.01 99.11 69360 | 1 0.01 99.12 69440 | 1 0.01 99.13 70740 | 1 0.01 99.14 73280 | 1 0.01 99.15 74950 | 1 0.01 99.16 76230 | 1 0.01 99.17 76240 | 1 0.01 99.18 76520 | 1 0.01 99.19 76790 | 1 0.01 99.20 77350 | 1 0.01 99.21 77530 | 1 0.01 99.22 79040 | 1 0.01 99.23 79980 | 1 0.01 99.24 80360 | 1 0.01 99.25 82420 | 1 0.01 99.26 83160 | 1 0.01 99.27 84530 | 1 0.01 99.28 87850 | 1 0.01 99.29 88360 | 1 0.01 99.30 89070 | 1 0.01 99.31 89290 | 1 0.01 99.32 90850 | 1 0.01 99.33 91140 | 1 0.01 99.34 92450 | 1 0.01 99.35 95150 | 1 0.01 99.36 99350 | 1 0.01 99.37 102130 | 1 0.01 99.38 106070 | 1 0.01 99.39 107100 | 1 0.01 99.40 107690 | 1 0.01 99.41 107890 | 1 0.01 99.42 110190 | 1 0.01 99.43 115120 | 1 0.01 99.44 115390 | 1 0.01 99.45 115490 | 1 0.01 99.46 116920 | 1 0.01 99.47 119880 | 1 0.01 99.48 120090 | 1 0.01 99.49 124450 | 1 0.01 99.50 125560 | 1 0.01 99.51 126630 | 1 0.01 99.52 127740 | 1 0.01 99.53 128130 | 1 0.01 99.54 131370 | 1 0.01 99.55 131520 | 1 0.01 99.56 132350 | 1 0.01 99.57 134010 | 1 0.01 99.58 134860 | 1 0.01 99.59 144700 | 1 0.01 99.60 147210 | 1 0.01 99.61 148730 | 1 0.01 99.62 149770 | 1 0.01 99.63 152640 | 1 0.01 99.64 153390 | 1 0.01 99.65 154050 | 1 0.01 99.66 154700 | 1 0.01 99.67 155090 | 1 0.01 99.68 155390 | 1 0.01 99.69 155780 | 1 0.01 99.70 156620 | 1 0.01 99.71 161810 | 1 0.01 99.72 163600 | 1 0.01 99.73 170820 | 1 0.01 99.74 181770 | 1 0.01 99.75 187240 | 1 0.01 99.76 193540 | 1 0.01 99.77 196090 | 1 0.01 99.78 203560 | 1 0.01 99.79 203820 | 1 0.01 99.80 220050 | 1 0.01 99.81 223590 | 1 0.01 99.82 224420 | 1 0.01 99.83 254230 | 1 0.01 99.84 262370 | 1 0.01 99.85 271890 | 1 0.01 99.86 285070 | 1 0.01 99.87 298140 | 1 0.01 99.88 300390 | 1 0.01 99.89 307360 | 1 0.01 99.90 308970 | 1 0.01 99.91 334000 | 1 0.01 99.92 337100 | 1 0.01 99.93 360310 | 1 0.01 99.94 411870 | 1 0.01 99.95 422330 | 1 0.01 99.96 561210 | 1 0.01 99.97 567670 | 1 0.01 99.98 572810 | 1 0.01 99.99 1133090 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017