Frequencies for first 10,000 rows of n00700 variable in zipcode2016 dataset : Number of | returns | with state | and local | income tax | refunds | 1040:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 3,664 36.64 36.64 20 | 442 4.42 41.06 30 | 736 7.36 48.42 40 | 596 5.96 54.38 50 | 411 4.11 58.49 60 | 352 3.52 62.01 70 | 289 2.89 64.90 80 | 206 2.06 66.96 90 | 209 2.09 69.05 100 | 151 1.51 70.56 110 | 148 1.48 72.04 120 | 131 1.31 73.35 130 | 107 1.07 74.42 140 | 126 1.26 75.68 150 | 99 0.99 76.67 160 | 86 0.86 77.53 170 | 80 0.80 78.33 180 | 80 0.80 79.13 190 | 75 0.75 79.88 200 | 69 0.69 80.57 210 | 60 0.60 81.17 220 | 63 0.63 81.80 230 | 56 0.56 82.36 240 | 57 0.57 82.93 250 | 53 0.53 83.46 260 | 53 0.53 83.99 270 | 54 0.54 84.53 280 | 47 0.47 85.00 290 | 39 0.39 85.39 300 | 48 0.48 85.87 310 | 43 0.43 86.30 320 | 36 0.36 86.66 330 | 35 0.35 87.01 340 | 35 0.35 87.36 350 | 32 0.32 87.68 360 | 25 0.25 87.93 370 | 26 0.26 88.19 380 | 28 0.28 88.47 390 | 21 0.21 88.68 400 | 25 0.25 88.93 410 | 19 0.19 89.12 420 | 26 0.26 89.38 430 | 32 0.32 89.70 440 | 34 0.34 90.04 450 | 22 0.22 90.26 460 | 30 0.30 90.56 470 | 15 0.15 90.71 480 | 22 0.22 90.93 490 | 21 0.21 91.14 500 | 18 0.18 91.32 510 | 15 0.15 91.47 520 | 16 0.16 91.63 530 | 12 0.12 91.75 540 | 20 0.20 91.95 550 | 14 0.14 92.09 560 | 14 0.14 92.23 570 | 12 0.12 92.35 580 | 17 0.17 92.52 590 | 15 0.15 92.67 600 | 12 0.12 92.79 610 | 6 0.06 92.85 620 | 7 0.07 92.92 630 | 12 0.12 93.04 640 | 9 0.09 93.13 650 | 12 0.12 93.25 660 | 21 0.21 93.46 670 | 7 0.07 93.53 680 | 10 0.10 93.63 690 | 7 0.07 93.70 700 | 12 0.12 93.82 710 | 9 0.09 93.91 720 | 6 0.06 93.97 730 | 4 0.04 94.01 740 | 9 0.09 94.10 750 | 5 0.05 94.15 760 | 7 0.07 94.22 770 | 6 0.06 94.28 780 | 9 0.09 94.37 790 | 5 0.05 94.42 800 | 8 0.08 94.50 810 | 9 0.09 94.59 820 | 5 0.05 94.64 830 | 6 0.06 94.70 840 | 8 0.08 94.78 850 | 6 0.06 94.84 860 | 8 0.08 94.92 870 | 7 0.07 94.99 880 | 4 0.04 95.03 890 | 5 0.05 95.08 900 | 3 0.03 95.11 910 | 11 0.11 95.22 920 | 5 0.05 95.27 930 | 5 0.05 95.32 940 | 6 0.06 95.38 950 | 6 0.06 95.44 960 | 5 0.05 95.49 970 | 3 0.03 95.52 980 | 5 0.05 95.57 990 | 5 0.05 95.62 1000 | 5 0.05 95.67 1020 | 7 0.07 95.74 1030 | 2 0.02 95.76 1040 | 3 0.03 95.79 1050 | 4 0.04 95.83 1060 | 6 0.06 95.89 1070 | 2 0.02 95.91 1080 | 6 0.06 95.97 1090 | 5 0.05 96.02 1100 | 2 0.02 96.04 1110 | 4 0.04 96.08 1120 | 3 0.03 96.11 1130 | 4 0.04 96.15 1140 | 1 0.01 96.16 1150 | 2 0.02 96.18 1160 | 6 0.06 96.24 1170 | 2 0.02 96.26 1180 | 4 0.04 96.30 1200 | 2 0.02 96.32 1220 | 1 0.01 96.33 1230 | 4 0.04 96.37 1240 | 2 0.02 96.39 1260 | 2 0.02 96.41 1270 | 2 0.02 96.43 1280 | 4 0.04 96.47 1290 | 2 0.02 96.49 1310 | 1 0.01 96.50 1320 | 1 0.01 96.51 1330 | 1 0.01 96.52 1350 | 2 0.02 96.54 1360 | 3 0.03 96.57 1380 | 1 0.01 96.58 1410 | 1 0.01 96.59 1420 | 1 0.01 96.60 1430 | 2 0.02 96.62 1440 | 1 0.01 96.63 1450 | 1 0.01 96.64 1460 | 1 0.01 96.65 1470 | 1 0.01 96.66 1480 | 3 0.03 96.69 1490 | 1 0.01 96.70 1550 | 2 0.02 96.72 1560 | 4 0.04 96.76 1570 | 2 0.02 96.78 1580 | 1 0.01 96.79 1590 | 3 0.03 96.82 1600 | 1 0.01 96.83 1640 | 1 0.01 96.84 1670 | 1 0.01 96.85 1680 | 1 0.01 96.86 1690 | 1 0.01 96.87 1710 | 2 0.02 96.89 1730 | 1 0.01 96.90 1740 | 2 0.02 96.92 1750 | 1 0.01 96.93 1790 | 1 0.01 96.94 1820 | 1 0.01 96.95 1840 | 3 0.03 96.98 1860 | 1 0.01 96.99 1940 | 1 0.01 97.00 1980 | 1 0.01 97.01 1990 | 1 0.01 97.02 2030 | 1 0.01 97.03 2070 | 2 0.02 97.05 2090 | 1 0.01 97.06 2100 | 1 0.01 97.07 2120 | 1 0.01 97.08 2140 | 2 0.02 97.10 2250 | 1 0.01 97.11 2260 | 1 0.01 97.12 2300 | 1 0.01 97.13 2340 | 1 0.01 97.14 2350 | 1 0.01 97.15 2410 | 2 0.02 97.17 2590 | 1 0.01 97.18 2780 | 1 0.01 97.19 3140 | 1 0.01 97.20 3260 | 1 0.01 97.21 3320 | 1 0.01 97.22 3460 | 1 0.01 97.23 3470 | 1 0.01 97.24 3610 | 1 0.01 97.25 3660 | 1 0.01 97.26 3680 | 1 0.01 97.27 3690 | 1 0.01 97.28 3910 | 1 0.01 97.29 3940 | 1 0.01 97.30 4060 | 1 0.01 97.31 4100 | 1 0.01 97.32 4180 | 1 0.01 97.33 4360 | 1 0.01 97.34 4430 | 1 0.01 97.35 4480 | 1 0.01 97.36 4670 | 1 0.01 97.37 4690 | 1 0.01 97.38 4820 | 1 0.01 97.39 4830 | 1 0.01 97.40 5130 | 1 0.01 97.41 5240 | 1 0.01 97.42 5350 | 1 0.01 97.43 5370 | 1 0.01 97.44 5410 | 1 0.01 97.45 5480 | 1 0.01 97.46 5640 | 1 0.01 97.47 6230 | 1 0.01 97.48 6260 | 1 0.01 97.49 6270 | 1 0.01 97.50 6620 | 1 0.01 97.51 7220 | 1 0.01 97.52 7230 | 1 0.01 97.53 7250 | 1 0.01 97.54 7510 | 1 0.01 97.55 7580 | 1 0.01 97.56 7720 | 1 0.01 97.57 7930 | 1 0.01 97.58 8100 | 1 0.01 97.59 8360 | 1 0.01 97.60 8770 | 1 0.01 97.61 8960 | 1 0.01 97.62 8990 | 1 0.01 97.63 9300 | 1 0.01 97.64 9390 | 1 0.01 97.65 9640 | 1 0.01 97.66 9730 | 1 0.01 97.67 9840 | 1 0.01 97.68 9850 | 1 0.01 97.69 10020 | 1 0.01 97.70 10050 | 1 0.01 97.71 10420 | 1 0.01 97.72 10570 | 1 0.01 97.73 10650 | 1 0.01 97.74 10770 | 1 0.01 97.75 10830 | 1 0.01 97.76 10840 | 1 0.01 97.77 11440 | 1 0.01 97.78 11510 | 1 0.01 97.79 11630 | 1 0.01 97.80 11830 | 1 0.01 97.81 11990 | 1 0.01 97.82 12100 | 1 0.01 97.83 12620 | 1 0.01 97.84 12720 | 1 0.01 97.85 13180 | 1 0.01 97.86 13230 | 1 0.01 97.87 13660 | 1 0.01 97.88 13770 | 1 0.01 97.89 13860 | 1 0.01 97.90 13960 | 1 0.01 97.91 14170 | 1 0.01 97.92 14440 | 1 0.01 97.93 14570 | 1 0.01 97.94 14620 | 1 0.01 97.95 14730 | 1 0.01 97.96 14860 | 1 0.01 97.97 15300 | 1 0.01 97.98 15500 | 1 0.01 97.99 15510 | 1 0.01 98.00 15810 | 1 0.01 98.01 15890 | 1 0.01 98.02 16040 | 1 0.01 98.03 16080 | 1 0.01 98.04 16240 | 1 0.01 98.05 16300 | 1 0.01 98.06 16670 | 1 0.01 98.07 16730 | 1 0.01 98.08 16970 | 1 0.01 98.09 17440 | 1 0.01 98.10 17710 | 1 0.01 98.11 17800 | 1 0.01 98.12 18030 | 1 0.01 98.13 18250 | 1 0.01 98.14 18280 | 1 0.01 98.15 18580 | 1 0.01 98.16 19370 | 1 0.01 98.17 19740 | 1 0.01 98.18 19990 | 1 0.01 98.19 20480 | 1 0.01 98.20 20500 | 1 0.01 98.21 21530 | 1 0.01 98.22 21570 | 1 0.01 98.23 21600 | 1 0.01 98.24 21750 | 1 0.01 98.25 21950 | 1 0.01 98.26 22000 | 1 0.01 98.27 22500 | 1 0.01 98.28 22650 | 1 0.01 98.29 22890 | 1 0.01 98.30 23300 | 1 0.01 98.31 23790 | 1 0.01 98.32 24420 | 1 0.01 98.33 24780 | 1 0.01 98.34 24900 | 1 0.01 98.35 25530 | 1 0.01 98.36 26320 | 1 0.01 98.37 26470 | 1 0.01 98.38 26640 | 1 0.01 98.39 26800 | 1 0.01 98.40 26960 | 1 0.01 98.41 27240 | 1 0.01 98.42 27380 | 1 0.01 98.43 27790 | 1 0.01 98.44 28420 | 1 0.01 98.45 28470 | 1 0.01 98.46 28510 | 1 0.01 98.47 28800 | 1 0.01 98.48 29050 | 1 0.01 98.49 29060 | 1 0.01 98.50 29540 | 1 0.01 98.51 29590 | 1 0.01 98.52 29980 | 1 0.01 98.53 30170 | 1 0.01 98.54 30970 | 1 0.01 98.55 31080 | 1 0.01 98.56 31300 | 1 0.01 98.57 31900 | 1 0.01 98.58 32390 | 1 0.01 98.59 32590 | 1 0.01 98.60 32750 | 1 0.01 98.61 34000 | 1 0.01 98.62 34640 | 1 0.01 98.63 35500 | 1 0.01 98.64 35730 | 1 0.01 98.65 37730 | 1 0.01 98.66 37990 | 1 0.01 98.67 38540 | 1 0.01 98.68 38760 | 1 0.01 98.69 38940 | 1 0.01 98.70 39320 | 1 0.01 98.71 39650 | 1 0.01 98.72 42180 | 1 0.01 98.73 42650 | 1 0.01 98.74 43230 | 1 0.01 98.75 44050 | 1 0.01 98.76 44540 | 1 0.01 98.77 45040 | 1 0.01 98.78 45130 | 1 0.01 98.79 45580 | 1 0.01 98.80 45730 | 1 0.01 98.81 45950 | 1 0.01 98.82 46600 | 1 0.01 98.83 46640 | 1 0.01 98.84 46730 | 1 0.01 98.85 47310 | 1 0.01 98.86 47330 | 1 0.01 98.87 48200 | 1 0.01 98.88 51890 | 1 0.01 98.89 52340 | 1 0.01 98.90 52740 | 1 0.01 98.91 53120 | 1 0.01 98.92 53210 | 1 0.01 98.93 54660 | 1 0.01 98.94 55460 | 1 0.01 98.95 55940 | 1 0.01 98.96 56140 | 1 0.01 98.97 57010 | 1 0.01 98.98 57260 | 1 0.01 98.99 58720 | 1 0.01 99.00 58860 | 1 0.01 99.01 59220 | 1 0.01 99.02 59770 | 1 0.01 99.03 61040 | 1 0.01 99.04 63350 | 1 0.01 99.05 63890 | 1 0.01 99.06 64580 | 1 0.01 99.07 65010 | 1 0.01 99.08 65210 | 1 0.01 99.09 66070 | 1 0.01 99.10 67210 | 1 0.01 99.11 67560 | 1 0.01 99.12 67570 | 1 0.01 99.13 70730 | 1 0.01 99.14 73540 | 1 0.01 99.15 74400 | 1 0.01 99.16 74490 | 1 0.01 99.17 74900 | 1 0.01 99.18 76850 | 1 0.01 99.19 77130 | 1 0.01 99.20 78030 | 1 0.01 99.21 79040 | 1 0.01 99.22 79130 | 1 0.01 99.23 79510 | 1 0.01 99.24 80470 | 1 0.01 99.25 80510 | 1 0.01 99.26 83770 | 1 0.01 99.27 84430 | 1 0.01 99.28 87450 | 1 0.01 99.29 88610 | 1 0.01 99.30 90720 | 1 0.01 99.31 90980 | 1 0.01 99.32 92080 | 1 0.01 99.33 94140 | 1 0.01 99.34 94440 | 1 0.01 99.35 95530 | 1 0.01 99.36 95780 | 1 0.01 99.37 98640 | 1 0.01 99.38 101590 | 1 0.01 99.39 103210 | 1 0.01 99.40 105140 | 1 0.01 99.41 107590 | 1 0.01 99.42 108490 | 1 0.01 99.43 110430 | 1 0.01 99.44 111410 | 1 0.01 99.45 111900 | 1 0.01 99.46 112420 | 1 0.01 99.47 112970 | 1 0.01 99.48 113830 | 1 0.01 99.49 114320 | 1 0.01 99.50 114500 | 1 0.01 99.51 115680 | 1 0.01 99.52 116930 | 1 0.01 99.53 118240 | 1 0.01 99.54 118280 | 1 0.01 99.55 127250 | 1 0.01 99.56 132330 | 1 0.01 99.57 139100 | 1 0.01 99.58 142140 | 1 0.01 99.59 144080 | 1 0.01 99.60 146250 | 1 0.01 99.61 146330 | 1 0.01 99.62 148350 | 1 0.01 99.63 149140 | 1 0.01 99.64 149820 | 1 0.01 99.65 151390 | 1 0.01 99.66 153120 | 1 0.01 99.67 155080 | 1 0.01 99.68 157050 | 1 0.01 99.69 157760 | 1 0.01 99.70 158210 | 1 0.01 99.71 162090 | 1 0.01 99.72 166380 | 1 0.01 99.73 173770 | 1 0.01 99.74 174180 | 1 0.01 99.75 174450 | 1 0.01 99.76 180190 | 1 0.01 99.77 182270 | 1 0.01 99.78 183420 | 1 0.01 99.79 185650 | 1 0.01 99.80 207750 | 1 0.01 99.81 218280 | 1 0.01 99.82 228280 | 1 0.01 99.83 233230 | 1 0.01 99.84 268540 | 1 0.01 99.85 283400 | 1 0.01 99.86 291040 | 1 0.01 99.87 299710 | 1 0.01 99.88 300930 | 1 0.01 99.89 312610 | 1 0.01 99.90 317640 | 1 0.01 99.91 340620 | 1 0.01 99.92 342040 | 1 0.01 99.93 350520 | 1 0.01 99.94 430980 | 1 0.01 99.95 482030 | 1 0.01 99.96 532170 | 1 0.01 99.97 560680 | 1 0.01 99.98 601060 | 1 0.01 99.99 1206330 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018