Frequencies for first 10,000 rows of n18425 variable in zipcode2012 dataset : Number of | returns | with State | and local | income | taxes | Schedule | A:5a | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,290 22.90 22.90 20 | 396 3.96 26.86 30 | 753 7.53 34.39 40 | 588 5.88 40.27 50 | 407 4.07 44.34 60 | 336 3.36 47.70 70 | 270 2.70 50.40 80 | 218 2.18 52.58 90 | 201 2.01 54.59 100 | 219 2.19 56.78 110 | 200 2.00 58.78 120 | 160 1.60 60.38 130 | 145 1.45 61.83 140 | 156 1.56 63.39 150 | 117 1.17 64.56 160 | 120 1.20 65.76 170 | 102 1.02 66.78 180 | 87 0.87 67.65 190 | 103 1.03 68.68 200 | 88 0.88 69.56 210 | 73 0.73 70.29 220 | 56 0.56 70.85 230 | 72 0.72 71.57 240 | 63 0.63 72.20 250 | 72 0.72 72.92 260 | 68 0.68 73.60 270 | 68 0.68 74.28 280 | 69 0.69 74.97 290 | 44 0.44 75.41 300 | 54 0.54 75.95 310 | 43 0.43 76.38 320 | 59 0.59 76.97 330 | 43 0.43 77.40 340 | 52 0.52 77.92 350 | 38 0.38 78.30 360 | 44 0.44 78.74 370 | 46 0.46 79.20 380 | 35 0.35 79.55 390 | 32 0.32 79.87 400 | 34 0.34 80.21 410 | 43 0.43 80.64 420 | 26 0.26 80.90 430 | 40 0.40 81.30 440 | 32 0.32 81.62 450 | 33 0.33 81.95 460 | 32 0.32 82.27 470 | 31 0.31 82.58 480 | 32 0.32 82.90 490 | 27 0.27 83.17 500 | 20 0.20 83.37 510 | 37 0.37 83.74 520 | 27 0.27 84.01 530 | 27 0.27 84.28 540 | 32 0.32 84.60 550 | 26 0.26 84.86 560 | 33 0.33 85.19 570 | 32 0.32 85.51 580 | 29 0.29 85.80 590 | 28 0.28 86.08 600 | 27 0.27 86.35 610 | 27 0.27 86.62 620 | 31 0.31 86.93 630 | 23 0.23 87.16 640 | 23 0.23 87.39 650 | 18 0.18 87.57 660 | 23 0.23 87.80 670 | 9 0.09 87.89 680 | 22 0.22 88.11 690 | 18 0.18 88.29 700 | 15 0.15 88.44 710 | 17 0.17 88.61 720 | 21 0.21 88.82 730 | 16 0.16 88.98 740 | 19 0.19 89.17 750 | 13 0.13 89.30 760 | 12 0.12 89.42 770 | 15 0.15 89.57 780 | 12 0.12 89.69 790 | 10 0.10 89.79 800 | 13 0.13 89.92 810 | 15 0.15 90.07 820 | 18 0.18 90.25 830 | 17 0.17 90.42 840 | 7 0.07 90.49 850 | 16 0.16 90.65 860 | 11 0.11 90.76 870 | 14 0.14 90.90 880 | 11 0.11 91.01 890 | 18 0.18 91.19 900 | 11 0.11 91.30 910 | 6 0.06 91.36 920 | 10 0.10 91.46 930 | 10 0.10 91.56 940 | 11 0.11 91.67 950 | 15 0.15 91.82 960 | 7 0.07 91.89 970 | 6 0.06 91.95 980 | 5 0.05 92.00 990 | 10 0.10 92.10 1000 | 9 0.09 92.19 1010 | 6 0.06 92.25 1020 | 9 0.09 92.34 1030 | 8 0.08 92.42 1040 | 4 0.04 92.46 1050 | 12 0.12 92.58 1060 | 6 0.06 92.64 1070 | 13 0.13 92.77 1080 | 9 0.09 92.86 1090 | 6 0.06 92.92 1100 | 3 0.03 92.95 1110 | 12 0.12 93.07 1120 | 3 0.03 93.10 1130 | 9 0.09 93.19 1140 | 8 0.08 93.27 1150 | 7 0.07 93.34 1160 | 11 0.11 93.45 1170 | 5 0.05 93.50 1180 | 6 0.06 93.56 1190 | 8 0.08 93.64 1200 | 7 0.07 93.71 1210 | 5 0.05 93.76 1220 | 2 0.02 93.78 1230 | 6 0.06 93.84 1240 | 6 0.06 93.90 1250 | 11 0.11 94.01 1260 | 4 0.04 94.05 1270 | 2 0.02 94.07 1280 | 4 0.04 94.11 1290 | 2 0.02 94.13 1300 | 5 0.05 94.18 1310 | 3 0.03 94.21 1320 | 11 0.11 94.32 1330 | 4 0.04 94.36 1340 | 9 0.09 94.45 1350 | 6 0.06 94.51 1360 | 3 0.03 94.54 1370 | 3 0.03 94.57 1380 | 4 0.04 94.61 1390 | 2 0.02 94.63 1400 | 9 0.09 94.72 1410 | 8 0.08 94.80 1420 | 2 0.02 94.82 1430 | 4 0.04 94.86 1440 | 2 0.02 94.88 1450 | 6 0.06 94.94 1460 | 1 0.01 94.95 1470 | 3 0.03 94.98 1480 | 5 0.05 95.03 1490 | 6 0.06 95.09 1500 | 1 0.01 95.10 1510 | 7 0.07 95.17 1520 | 4 0.04 95.21 1540 | 2 0.02 95.23 1550 | 1 0.01 95.24 1560 | 1 0.01 95.25 1570 | 3 0.03 95.28 1580 | 3 0.03 95.31 1590 | 3 0.03 95.34 1600 | 5 0.05 95.39 1610 | 6 0.06 95.45 1620 | 3 0.03 95.48 1630 | 2 0.02 95.50 1640 | 2 0.02 95.52 1650 | 4 0.04 95.56 1660 | 3 0.03 95.59 1670 | 2 0.02 95.61 1680 | 1 0.01 95.62 1690 | 4 0.04 95.66 1700 | 1 0.01 95.67 1710 | 1 0.01 95.68 1720 | 2 0.02 95.70 1730 | 2 0.02 95.72 1740 | 3 0.03 95.75 1750 | 3 0.03 95.78 1760 | 2 0.02 95.80 1770 | 4 0.04 95.84 1780 | 3 0.03 95.87 1800 | 1 0.01 95.88 1810 | 3 0.03 95.91 1820 | 2 0.02 95.93 1830 | 1 0.01 95.94 1840 | 2 0.02 95.96 1860 | 4 0.04 96.00 1870 | 3 0.03 96.03 1880 | 3 0.03 96.06 1890 | 1 0.01 96.07 1900 | 1 0.01 96.08 1910 | 4 0.04 96.12 1920 | 2 0.02 96.14 1930 | 2 0.02 96.16 1940 | 5 0.05 96.21 1950 | 1 0.01 96.22 1960 | 1 0.01 96.23 1970 | 1 0.01 96.24 1990 | 2 0.02 96.26 2020 | 2 0.02 96.28 2060 | 1 0.01 96.29 2080 | 3 0.03 96.32 2090 | 2 0.02 96.34 2100 | 2 0.02 96.36 2110 | 2 0.02 96.38 2120 | 1 0.01 96.39 2130 | 3 0.03 96.42 2140 | 2 0.02 96.44 2150 | 4 0.04 96.48 2190 | 3 0.03 96.51 2210 | 1 0.01 96.52 2230 | 3 0.03 96.55 2250 | 1 0.01 96.56 2270 | 1 0.01 96.57 2290 | 1 0.01 96.58 2300 | 1 0.01 96.59 2310 | 1 0.01 96.60 2330 | 2 0.02 96.62 2380 | 2 0.02 96.64 2390 | 2 0.02 96.66 2410 | 1 0.01 96.67 2450 | 4 0.04 96.71 2460 | 1 0.01 96.72 2500 | 2 0.02 96.74 2510 | 1 0.01 96.75 2520 | 1 0.01 96.76 2570 | 2 0.02 96.78 2610 | 1 0.01 96.79 2650 | 1 0.01 96.80 2660 | 1 0.01 96.81 2670 | 1 0.01 96.82 2700 | 3 0.03 96.85 2710 | 1 0.01 96.86 2730 | 2 0.02 96.88 2740 | 1 0.01 96.89 2770 | 1 0.01 96.90 2800 | 1 0.01 96.91 2810 | 1 0.01 96.92 2830 | 1 0.01 96.93 2860 | 1 0.01 96.94 2870 | 1 0.01 96.95 2930 | 1 0.01 96.96 2990 | 1 0.01 96.97 3050 | 1 0.01 96.98 3100 | 1 0.01 96.99 3110 | 1 0.01 97.00 3160 | 1 0.01 97.01 3170 | 2 0.02 97.03 3210 | 1 0.01 97.04 3230 | 1 0.01 97.05 3240 | 1 0.01 97.06 3270 | 1 0.01 97.07 3330 | 2 0.02 97.09 3370 | 1 0.01 97.10 3390 | 1 0.01 97.11 3450 | 1 0.01 97.12 3610 | 1 0.01 97.13 3680 | 1 0.01 97.14 3710 | 1 0.01 97.15 3790 | 1 0.01 97.16 3800 | 1 0.01 97.17 4020 | 1 0.01 97.18 4280 | 1 0.01 97.19 4310 | 1 0.01 97.20 4460 | 1 0.01 97.21 4530 | 1 0.01 97.22 5290 | 1 0.01 97.23 5810 | 1 0.01 97.24 5910 | 1 0.01 97.25 5940 | 1 0.01 97.26 6410 | 1 0.01 97.27 6480 | 1 0.01 97.28 6590 | 1 0.01 97.29 6740 | 1 0.01 97.30 6840 | 1 0.01 97.31 6870 | 1 0.01 97.32 7300 | 1 0.01 97.33 7410 | 1 0.01 97.34 7480 | 1 0.01 97.35 7610 | 1 0.01 97.36 7750 | 1 0.01 97.37 7790 | 1 0.01 97.38 7900 | 1 0.01 97.39 8080 | 1 0.01 97.40 8170 | 1 0.01 97.41 8250 | 1 0.01 97.42 8410 | 1 0.01 97.43 8690 | 1 0.01 97.44 9030 | 1 0.01 97.45 9310 | 1 0.01 97.46 9450 | 1 0.01 97.47 9580 | 1 0.01 97.48 9920 | 1 0.01 97.49 10250 | 1 0.01 97.50 10880 | 1 0.01 97.51 11540 | 1 0.01 97.52 11580 | 1 0.01 97.53 12100 | 1 0.01 97.54 12160 | 1 0.01 97.55 12280 | 1 0.01 97.56 12310 | 1 0.01 97.57 12470 | 1 0.01 97.58 12780 | 1 0.01 97.59 13120 | 1 0.01 97.60 13630 | 1 0.01 97.61 13930 | 1 0.01 97.62 14530 | 1 0.01 97.63 15050 | 1 0.01 97.64 15190 | 1 0.01 97.65 15350 | 1 0.01 97.66 15820 | 1 0.01 97.67 15950 | 1 0.01 97.68 16000 | 1 0.01 97.69 16370 | 1 0.01 97.70 17130 | 1 0.01 97.71 17220 | 1 0.01 97.72 17270 | 1 0.01 97.73 18320 | 2 0.02 97.75 19090 | 1 0.01 97.76 19130 | 1 0.01 97.77 19290 | 1 0.01 97.78 19380 | 1 0.01 97.79 19730 | 1 0.01 97.80 20100 | 1 0.01 97.81 20440 | 1 0.01 97.82 20650 | 1 0.01 97.83 20770 | 1 0.01 97.84 20980 | 1 0.01 97.85 21480 | 1 0.01 97.86 22100 | 1 0.01 97.87 23020 | 1 0.01 97.88 23120 | 1 0.01 97.89 23490 | 1 0.01 97.90 23500 | 1 0.01 97.91 24210 | 1 0.01 97.92 24480 | 1 0.01 97.93 24840 | 1 0.01 97.94 25020 | 1 0.01 97.95 25140 | 1 0.01 97.96 25250 | 1 0.01 97.97 25480 | 1 0.01 97.98 25700 | 1 0.01 97.99 25870 | 1 0.01 98.00 26040 | 1 0.01 98.01 26980 | 1 0.01 98.02 28010 | 1 0.01 98.03 28230 | 1 0.01 98.04 28270 | 1 0.01 98.05 28420 | 1 0.01 98.06 28450 | 1 0.01 98.07 29240 | 1 0.01 98.08 29610 | 1 0.01 98.09 30190 | 1 0.01 98.10 30400 | 1 0.01 98.11 30840 | 1 0.01 98.12 32010 | 1 0.01 98.13 32250 | 1 0.01 98.14 32450 | 1 0.01 98.15 32630 | 1 0.01 98.16 33040 | 1 0.01 98.17 33300 | 1 0.01 98.18 33750 | 1 0.01 98.19 33980 | 1 0.01 98.20 34050 | 1 0.01 98.21 34280 | 1 0.01 98.22 35430 | 1 0.01 98.23 35620 | 1 0.01 98.24 35690 | 1 0.01 98.25 36070 | 1 0.01 98.26 36290 | 1 0.01 98.27 37360 | 1 0.01 98.28 37410 | 1 0.01 98.29 37660 | 1 0.01 98.30 37730 | 1 0.01 98.31 38810 | 1 0.01 98.32 39050 | 1 0.01 98.33 39170 | 1 0.01 98.34 39740 | 1 0.01 98.35 40840 | 1 0.01 98.36 40970 | 1 0.01 98.37 41520 | 1 0.01 98.38 43050 | 1 0.01 98.39 43890 | 1 0.01 98.40 43960 | 1 0.01 98.41 43970 | 1 0.01 98.42 44300 | 1 0.01 98.43 44310 | 1 0.01 98.44 44350 | 1 0.01 98.45 44370 | 1 0.01 98.46 44900 | 1 0.01 98.47 44990 | 1 0.01 98.48 46320 | 1 0.01 98.49 47290 | 1 0.01 98.50 48290 | 1 0.01 98.51 49130 | 1 0.01 98.52 49370 | 1 0.01 98.53 49640 | 1 0.01 98.54 51480 | 1 0.01 98.55 51570 | 1 0.01 98.56 51610 | 1 0.01 98.57 52580 | 1 0.01 98.58 53010 | 1 0.01 98.59 53140 | 1 0.01 98.60 53880 | 1 0.01 98.61 56630 | 1 0.01 98.62 57750 | 1 0.01 98.63 59750 | 1 0.01 98.64 59770 | 1 0.01 98.65 61030 | 1 0.01 98.66 61470 | 1 0.01 98.67 61610 | 1 0.01 98.68 62300 | 1 0.01 98.69 62630 | 1 0.01 98.70 62840 | 1 0.01 98.71 64100 | 1 0.01 98.72 64830 | 1 0.01 98.73 66120 | 1 0.01 98.74 67670 | 1 0.01 98.75 69030 | 1 0.01 98.76 70060 | 1 0.01 98.77 71870 | 1 0.01 98.78 72390 | 1 0.01 98.79 72800 | 1 0.01 98.80 73130 | 1 0.01 98.81 74420 | 1 0.01 98.82 75730 | 1 0.01 98.83 77060 | 1 0.01 98.84 79320 | 1 0.01 98.85 80700 | 1 0.01 98.86 82050 | 1 0.01 98.87 83210 | 1 0.01 98.88 90730 | 1 0.01 98.89 91960 | 1 0.01 98.90 92510 | 1 0.01 98.91 93010 | 1 0.01 98.92 93600 | 1 0.01 98.93 94590 | 1 0.01 98.94 95460 | 1 0.01 98.95 95550 | 1 0.01 98.96 96790 | 1 0.01 98.97 97500 | 1 0.01 98.98 98480 | 1 0.01 98.99 103500 | 1 0.01 99.00 104980 | 1 0.01 99.01 105210 | 1 0.01 99.02 105340 | 1 0.01 99.03 105900 | 1 0.01 99.04 107330 | 1 0.01 99.05 107370 | 1 0.01 99.06 110200 | 1 0.01 99.07 110830 | 1 0.01 99.08 112560 | 1 0.01 99.09 114930 | 1 0.01 99.10 115250 | 1 0.01 99.11 115760 | 1 0.01 99.12 116150 | 1 0.01 99.13 117010 | 1 0.01 99.14 120630 | 1 0.01 99.15 122170 | 1 0.01 99.16 122190 | 1 0.01 99.17 122800 | 1 0.01 99.18 125340 | 1 0.01 99.19 127200 | 1 0.01 99.20 127920 | 1 0.01 99.21 128630 | 1 0.01 99.22 129460 | 1 0.01 99.23 132090 | 1 0.01 99.24 132590 | 1 0.01 99.25 132750 | 1 0.01 99.26 133580 | 1 0.01 99.27 138380 | 1 0.01 99.28 138760 | 1 0.01 99.29 142040 | 1 0.01 99.30 142710 | 1 0.01 99.31 145190 | 1 0.01 99.32 146950 | 1 0.01 99.33 148260 | 1 0.01 99.34 160510 | 1 0.01 99.35 162910 | 1 0.01 99.36 173100 | 1 0.01 99.37 179500 | 1 0.01 99.38 179890 | 1 0.01 99.39 180060 | 1 0.01 99.40 180240 | 1 0.01 99.41 181260 | 1 0.01 99.42 185420 | 1 0.01 99.43 186040 | 1 0.01 99.44 188280 | 1 0.01 99.45 189150 | 1 0.01 99.46 198510 | 1 0.01 99.47 198610 | 1 0.01 99.48 198640 | 1 0.01 99.49 203120 | 1 0.01 99.50 211660 | 1 0.01 99.51 212160 | 1 0.01 99.52 212850 | 1 0.01 99.53 212880 | 1 0.01 99.54 219090 | 1 0.01 99.55 223590 | 1 0.01 99.56 226400 | 1 0.01 99.57 226610 | 1 0.01 99.58 228840 | 1 0.01 99.59 233980 | 1 0.01 99.60 234910 | 1 0.01 99.61 236800 | 1 0.01 99.62 238680 | 1 0.01 99.63 241760 | 1 0.01 99.64 242140 | 1 0.01 99.65 247250 | 1 0.01 99.66 249450 | 1 0.01 99.67 252260 | 1 0.01 99.68 252380 | 1 0.01 99.69 254040 | 1 0.01 99.70 260440 | 1 0.01 99.71 262800 | 1 0.01 99.72 265970 | 1 0.01 99.73 272980 | 1 0.01 99.74 288540 | 1 0.01 99.75 291810 | 1 0.01 99.76 306210 | 1 0.01 99.77 314280 | 1 0.01 99.78 326560 | 1 0.01 99.79 330630 | 1 0.01 99.80 338390 | 1 0.01 99.81 343710 | 1 0.01 99.82 361880 | 1 0.01 99.83 392710 | 1 0.01 99.84 393410 | 1 0.01 99.85 399020 | 1 0.01 99.86 401760 | 1 0.01 99.87 422410 | 1 0.01 99.88 455570 | 1 0.01 99.89 500740 | 1 0.01 99.90 510200 | 1 0.01 99.91 512790 | 1 0.01 99.92 541190 | 1 0.01 99.93 545610 | 1 0.01 99.94 562100 | 1 0.01 99.95 764690 | 1 0.01 99.96 797570 | 1 0.01 99.97 823950 | 1 0.01 99.98 900780 | 1 0.01 99.99 1642700 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017