Frequencies for first 10,000 rows of n07100 variable in zipcode2016 dataset : Number of | returns | with total | tax credits | 1040:55 / | 1040A:36 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,003 20.03 20.03 20 | 393 3.93 23.96 30 | 748 7.48 31.44 40 | 605 6.05 37.49 50 | 472 4.72 42.21 60 | 395 3.95 46.16 70 | 357 3.57 49.73 80 | 268 2.68 52.41 90 | 244 2.44 54.85 100 | 236 2.36 57.21 110 | 170 1.70 58.91 120 | 180 1.80 60.71 130 | 186 1.86 62.57 140 | 135 1.35 63.92 150 | 144 1.44 65.36 160 | 118 1.18 66.54 170 | 124 1.24 67.78 180 | 121 1.21 68.99 190 | 94 0.94 69.93 200 | 105 1.05 70.98 210 | 98 0.98 71.96 220 | 95 0.95 72.91 230 | 67 0.67 73.58 240 | 85 0.85 74.43 250 | 77 0.77 75.20 260 | 70 0.70 75.90 270 | 56 0.56 76.46 280 | 62 0.62 77.08 290 | 61 0.61 77.69 300 | 67 0.67 78.36 310 | 42 0.42 78.78 320 | 45 0.45 79.23 330 | 51 0.51 79.74 340 | 52 0.52 80.26 350 | 54 0.54 80.80 360 | 55 0.55 81.35 370 | 43 0.43 81.78 380 | 43 0.43 82.21 390 | 44 0.44 82.65 400 | 34 0.34 82.99 410 | 36 0.36 83.35 420 | 31 0.31 83.66 430 | 34 0.34 84.00 440 | 34 0.34 84.34 450 | 33 0.33 84.67 460 | 41 0.41 85.08 470 | 35 0.35 85.43 480 | 26 0.26 85.69 490 | 30 0.30 85.99 500 | 29 0.29 86.28 510 | 24 0.24 86.52 520 | 20 0.20 86.72 530 | 29 0.29 87.01 540 | 29 0.29 87.30 550 | 29 0.29 87.59 560 | 20 0.20 87.79 570 | 26 0.26 88.05 580 | 10 0.10 88.15 590 | 29 0.29 88.44 600 | 21 0.21 88.65 610 | 19 0.19 88.84 620 | 22 0.22 89.06 630 | 23 0.23 89.29 640 | 27 0.27 89.56 650 | 16 0.16 89.72 660 | 16 0.16 89.88 670 | 16 0.16 90.04 680 | 24 0.24 90.28 690 | 11 0.11 90.39 700 | 14 0.14 90.53 710 | 17 0.17 90.70 720 | 20 0.20 90.90 730 | 10 0.10 91.00 740 | 17 0.17 91.17 750 | 14 0.14 91.31 760 | 10 0.10 91.41 770 | 12 0.12 91.53 780 | 16 0.16 91.69 790 | 14 0.14 91.83 800 | 21 0.21 92.04 810 | 16 0.16 92.20 820 | 8 0.08 92.28 830 | 6 0.06 92.34 840 | 10 0.10 92.44 850 | 6 0.06 92.50 860 | 9 0.09 92.59 870 | 5 0.05 92.64 880 | 12 0.12 92.76 890 | 12 0.12 92.88 900 | 6 0.06 92.94 910 | 8 0.08 93.02 920 | 2 0.02 93.04 930 | 6 0.06 93.10 940 | 8 0.08 93.18 950 | 15 0.15 93.33 960 | 13 0.13 93.46 970 | 5 0.05 93.51 980 | 14 0.14 93.65 990 | 4 0.04 93.69 1000 | 6 0.06 93.75 1010 | 9 0.09 93.84 1020 | 11 0.11 93.95 1030 | 8 0.08 94.03 1040 | 9 0.09 94.12 1050 | 6 0.06 94.18 1060 | 6 0.06 94.24 1070 | 2 0.02 94.26 1080 | 5 0.05 94.31 1090 | 5 0.05 94.36 1100 | 7 0.07 94.43 1110 | 6 0.06 94.49 1120 | 1 0.01 94.50 1130 | 4 0.04 94.54 1140 | 5 0.05 94.59 1150 | 6 0.06 94.65 1160 | 4 0.04 94.69 1170 | 3 0.03 94.72 1180 | 4 0.04 94.76 1190 | 6 0.06 94.82 1200 | 2 0.02 94.84 1210 | 5 0.05 94.89 1220 | 2 0.02 94.91 1230 | 3 0.03 94.94 1240 | 2 0.02 94.96 1250 | 2 0.02 94.98 1260 | 6 0.06 95.04 1280 | 4 0.04 95.08 1290 | 2 0.02 95.10 1300 | 5 0.05 95.15 1310 | 5 0.05 95.20 1320 | 4 0.04 95.24 1330 | 1 0.01 95.25 1340 | 3 0.03 95.28 1350 | 6 0.06 95.34 1360 | 3 0.03 95.37 1370 | 3 0.03 95.40 1380 | 2 0.02 95.42 1390 | 3 0.03 95.45 1400 | 1 0.01 95.46 1410 | 4 0.04 95.50 1420 | 3 0.03 95.53 1430 | 4 0.04 95.57 1440 | 1 0.01 95.58 1450 | 2 0.02 95.60 1470 | 2 0.02 95.62 1480 | 4 0.04 95.66 1490 | 1 0.01 95.67 1500 | 3 0.03 95.70 1510 | 3 0.03 95.73 1520 | 3 0.03 95.76 1530 | 4 0.04 95.80 1540 | 3 0.03 95.83 1550 | 1 0.01 95.84 1560 | 1 0.01 95.85 1570 | 2 0.02 95.87 1580 | 2 0.02 95.89 1590 | 3 0.03 95.92 1600 | 2 0.02 95.94 1610 | 4 0.04 95.98 1620 | 3 0.03 96.01 1630 | 3 0.03 96.04 1650 | 2 0.02 96.06 1660 | 2 0.02 96.08 1670 | 1 0.01 96.09 1680 | 2 0.02 96.11 1690 | 3 0.03 96.14 1700 | 3 0.03 96.17 1710 | 2 0.02 96.19 1720 | 3 0.03 96.22 1730 | 1 0.01 96.23 1740 | 3 0.03 96.26 1760 | 1 0.01 96.27 1780 | 1 0.01 96.28 1790 | 1 0.01 96.29 1810 | 1 0.01 96.30 1840 | 3 0.03 96.33 1850 | 2 0.02 96.35 1860 | 2 0.02 96.37 1870 | 1 0.01 96.38 1880 | 1 0.01 96.39 1890 | 4 0.04 96.43 1900 | 1 0.01 96.44 1910 | 1 0.01 96.45 1930 | 1 0.01 96.46 1940 | 1 0.01 96.47 1960 | 1 0.01 96.48 1970 | 1 0.01 96.49 1980 | 1 0.01 96.50 2000 | 1 0.01 96.51 2010 | 2 0.02 96.53 2020 | 1 0.01 96.54 2050 | 1 0.01 96.55 2060 | 2 0.02 96.57 2070 | 1 0.01 96.58 2080 | 1 0.01 96.59 2100 | 3 0.03 96.62 2110 | 1 0.01 96.63 2120 | 3 0.03 96.66 2130 | 1 0.01 96.67 2160 | 1 0.01 96.68 2180 | 3 0.03 96.71 2190 | 2 0.02 96.73 2200 | 1 0.01 96.74 2320 | 1 0.01 96.75 2380 | 1 0.01 96.76 2400 | 2 0.02 96.78 2470 | 2 0.02 96.80 2480 | 1 0.01 96.81 2500 | 1 0.01 96.82 2650 | 2 0.02 96.84 2680 | 1 0.01 96.85 2740 | 1 0.01 96.86 2890 | 1 0.01 96.87 2930 | 1 0.01 96.88 3180 | 1 0.01 96.89 3210 | 1 0.01 96.90 3280 | 1 0.01 96.91 3300 | 1 0.01 96.92 3580 | 1 0.01 96.93 4200 | 1 0.01 96.94 4420 | 1 0.01 96.95 4510 | 1 0.01 96.96 4570 | 1 0.01 96.97 4670 | 1 0.01 96.98 5140 | 1 0.01 96.99 5450 | 1 0.01 97.00 5630 | 1 0.01 97.01 7330 | 1 0.01 97.02 7490 | 1 0.01 97.03 7750 | 1 0.01 97.04 8240 | 1 0.01 97.05 8690 | 1 0.01 97.06 8700 | 1 0.01 97.07 9130 | 1 0.01 97.08 9350 | 1 0.01 97.09 10140 | 1 0.01 97.10 10350 | 1 0.01 97.11 11120 | 1 0.01 97.12 11950 | 1 0.01 97.13 12000 | 1 0.01 97.14 12490 | 1 0.01 97.15 13040 | 1 0.01 97.16 13070 | 1 0.01 97.17 13340 | 1 0.01 97.18 13730 | 1 0.01 97.19 14370 | 2 0.02 97.21 14990 | 1 0.01 97.22 15630 | 1 0.01 97.23 16270 | 1 0.01 97.24 16320 | 1 0.01 97.25 16760 | 1 0.01 97.26 16790 | 1 0.01 97.27 16840 | 1 0.01 97.28 17400 | 1 0.01 97.29 17460 | 1 0.01 97.30 17490 | 1 0.01 97.31 18720 | 1 0.01 97.32 18840 | 1 0.01 97.33 18850 | 1 0.01 97.34 18870 | 1 0.01 97.35 19070 | 1 0.01 97.36 19630 | 2 0.02 97.38 19890 | 1 0.01 97.39 20400 | 1 0.01 97.40 20440 | 1 0.01 97.41 20540 | 1 0.01 97.42 20990 | 1 0.01 97.43 21450 | 1 0.01 97.44 21820 | 1 0.01 97.45 21890 | 1 0.01 97.46 22390 | 1 0.01 97.47 22680 | 1 0.01 97.48 23870 | 1 0.01 97.49 23960 | 1 0.01 97.50 24790 | 1 0.01 97.51 24950 | 1 0.01 97.52 25220 | 1 0.01 97.53 26010 | 1 0.01 97.54 26230 | 1 0.01 97.55 26260 | 1 0.01 97.56 26280 | 1 0.01 97.57 27570 | 1 0.01 97.58 27580 | 1 0.01 97.59 27720 | 1 0.01 97.60 27860 | 1 0.01 97.61 27870 | 1 0.01 97.62 28440 | 1 0.01 97.63 29160 | 1 0.01 97.64 29260 | 1 0.01 97.65 29570 | 1 0.01 97.66 29670 | 1 0.01 97.67 29690 | 1 0.01 97.68 30260 | 1 0.01 97.69 30790 | 1 0.01 97.70 31080 | 1 0.01 97.71 31860 | 1 0.01 97.72 32610 | 1 0.01 97.73 32950 | 1 0.01 97.74 33170 | 1 0.01 97.75 34220 | 1 0.01 97.76 36220 | 1 0.01 97.77 36730 | 1 0.01 97.78 36980 | 1 0.01 97.79 37090 | 1 0.01 97.80 37310 | 1 0.01 97.81 38280 | 1 0.01 97.82 38780 | 1 0.01 97.83 39100 | 1 0.01 97.84 39820 | 1 0.01 97.85 39840 | 1 0.01 97.86 41480 | 1 0.01 97.87 41570 | 1 0.01 97.88 42820 | 1 0.01 97.89 42870 | 1 0.01 97.90 43230 | 1 0.01 97.91 43320 | 1 0.01 97.92 43770 | 1 0.01 97.93 44550 | 1 0.01 97.94 44670 | 2 0.02 97.96 45430 | 1 0.01 97.97 45790 | 2 0.02 97.99 47960 | 1 0.01 98.00 48220 | 1 0.01 98.01 51320 | 1 0.01 98.02 53790 | 1 0.01 98.03 53820 | 1 0.01 98.04 54930 | 1 0.01 98.05 54950 | 1 0.01 98.06 54960 | 1 0.01 98.07 56870 | 1 0.01 98.08 57830 | 1 0.01 98.09 58410 | 1 0.01 98.10 59500 | 1 0.01 98.11 60360 | 1 0.01 98.12 60930 | 1 0.01 98.13 61080 | 1 0.01 98.14 61190 | 1 0.01 98.15 63340 | 1 0.01 98.16 63830 | 1 0.01 98.17 64360 | 1 0.01 98.18 65010 | 1 0.01 98.19 65320 | 1 0.01 98.20 65380 | 1 0.01 98.21 66360 | 1 0.01 98.22 67490 | 1 0.01 98.23 68600 | 1 0.01 98.24 70330 | 1 0.01 98.25 70940 | 1 0.01 98.26 71580 | 1 0.01 98.27 72040 | 1 0.01 98.28 72050 | 1 0.01 98.29 72770 | 1 0.01 98.30 73510 | 1 0.01 98.31 73760 | 1 0.01 98.32 73960 | 1 0.01 98.33 74290 | 1 0.01 98.34 74870 | 1 0.01 98.35 75160 | 1 0.01 98.36 76550 | 1 0.01 98.37 76560 | 1 0.01 98.38 77380 | 1 0.01 98.39 77530 | 1 0.01 98.40 77820 | 1 0.01 98.41 78630 | 1 0.01 98.42 80790 | 1 0.01 98.43 81210 | 1 0.01 98.44 84000 | 1 0.01 98.45 84590 | 1 0.01 98.46 84980 | 1 0.01 98.47 88650 | 1 0.01 98.48 88980 | 1 0.01 98.49 94890 | 1 0.01 98.50 95600 | 1 0.01 98.51 95820 | 1 0.01 98.52 96180 | 1 0.01 98.53 97730 | 1 0.01 98.54 98440 | 1 0.01 98.55 99150 | 1 0.01 98.56 99870 | 1 0.01 98.57 100550 | 1 0.01 98.58 100710 | 1 0.01 98.59 101150 | 1 0.01 98.60 102620 | 1 0.01 98.61 105000 | 1 0.01 98.62 105400 | 1 0.01 98.63 105820 | 1 0.01 98.64 106510 | 1 0.01 98.65 107170 | 1 0.01 98.66 107600 | 1 0.01 98.67 108170 | 1 0.01 98.68 108310 | 1 0.01 98.69 108420 | 1 0.01 98.70 108730 | 1 0.01 98.71 109420 | 1 0.01 98.72 112630 | 1 0.01 98.73 113150 | 1 0.01 98.74 114640 | 1 0.01 98.75 117070 | 1 0.01 98.76 117170 | 1 0.01 98.77 117240 | 1 0.01 98.78 118460 | 1 0.01 98.79 120250 | 1 0.01 98.80 121100 | 1 0.01 98.81 121110 | 1 0.01 98.82 123670 | 1 0.01 98.83 125030 | 1 0.01 98.84 126110 | 1 0.01 98.85 126700 | 1 0.01 98.86 129130 | 1 0.01 98.87 133020 | 1 0.01 98.88 134290 | 1 0.01 98.89 134670 | 1 0.01 98.90 134680 | 1 0.01 98.91 135190 | 1 0.01 98.92 137330 | 1 0.01 98.93 137590 | 1 0.01 98.94 140340 | 1 0.01 98.95 144090 | 1 0.01 98.96 144600 | 1 0.01 98.97 144850 | 1 0.01 98.98 145620 | 1 0.01 98.99 146250 | 1 0.01 99.00 146700 | 1 0.01 99.01 147060 | 1 0.01 99.02 148200 | 1 0.01 99.03 149430 | 1 0.01 99.04 150400 | 1 0.01 99.05 151310 | 1 0.01 99.06 153170 | 1 0.01 99.07 154220 | 1 0.01 99.08 155840 | 1 0.01 99.09 156200 | 1 0.01 99.10 157040 | 1 0.01 99.11 159740 | 1 0.01 99.12 160630 | 1 0.01 99.13 164810 | 1 0.01 99.14 165010 | 1 0.01 99.15 165880 | 1 0.01 99.16 166810 | 1 0.01 99.17 167240 | 1 0.01 99.18 167300 | 1 0.01 99.19 170940 | 1 0.01 99.20 172480 | 1 0.01 99.21 179260 | 1 0.01 99.22 183420 | 1 0.01 99.23 188640 | 1 0.01 99.24 190580 | 1 0.01 99.25 196460 | 1 0.01 99.26 197670 | 1 0.01 99.27 197940 | 1 0.01 99.28 198490 | 1 0.01 99.29 202750 | 1 0.01 99.30 202980 | 1 0.01 99.31 203990 | 1 0.01 99.32 206250 | 1 0.01 99.33 211930 | 1 0.01 99.34 214840 | 1 0.01 99.35 216450 | 1 0.01 99.36 217690 | 1 0.01 99.37 220290 | 1 0.01 99.38 228300 | 1 0.01 99.39 229060 | 1 0.01 99.40 229630 | 1 0.01 99.41 230820 | 1 0.01 99.42 230870 | 1 0.01 99.43 232700 | 1 0.01 99.44 233130 | 1 0.01 99.45 236480 | 1 0.01 99.46 238310 | 1 0.01 99.47 241090 | 1 0.01 99.48 241870 | 1 0.01 99.49 243980 | 1 0.01 99.50 244690 | 1 0.01 99.51 245870 | 1 0.01 99.52 248770 | 1 0.01 99.53 250090 | 1 0.01 99.54 259650 | 1 0.01 99.55 260200 | 1 0.01 99.56 260390 | 1 0.01 99.57 269490 | 1 0.01 99.58 269900 | 1 0.01 99.59 274810 | 1 0.01 99.60 287550 | 1 0.01 99.61 288390 | 1 0.01 99.62 300640 | 1 0.01 99.63 300710 | 1 0.01 99.64 308590 | 1 0.01 99.65 310340 | 1 0.01 99.66 312050 | 1 0.01 99.67 320470 | 1 0.01 99.68 323770 | 1 0.01 99.69 325420 | 1 0.01 99.70 329970 | 1 0.01 99.71 330970 | 1 0.01 99.72 348170 | 1 0.01 99.73 352900 | 1 0.01 99.74 365470 | 1 0.01 99.75 384300 | 1 0.01 99.76 399780 | 1 0.01 99.77 412040 | 1 0.01 99.78 435130 | 1 0.01 99.79 438690 | 1 0.01 99.80 463230 | 1 0.01 99.81 471720 | 1 0.01 99.82 483800 | 1 0.01 99.83 488610 | 1 0.01 99.84 502550 | 1 0.01 99.85 528290 | 1 0.01 99.86 533680 | 1 0.01 99.87 534270 | 1 0.01 99.88 551230 | 1 0.01 99.89 566270 | 1 0.01 99.90 596560 | 1 0.01 99.91 630570 | 1 0.01 99.92 671960 | 1 0.01 99.93 750760 | 1 0.01 99.94 782590 | 1 0.01 99.95 916120 | 1 0.01 99.96 962150 | 1 0.01 99.97 978420 | 1 0.01 99.98 1313650 | 1 0.01 99.99 1677990 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018