Frequencies for first 10,000 rows of n18425 variable in zipcode2014 dataset : Number of | returns | with State | and local | income | taxes | Schedule | A:5a | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,424 24.24 24.24 20 | 431 4.31 28.55 30 | 697 6.97 35.52 40 | 633 6.33 41.85 50 | 414 4.14 45.99 60 | 306 3.06 49.05 70 | 267 2.67 51.72 80 | 232 2.32 54.04 90 | 234 2.34 56.38 100 | 192 1.92 58.30 110 | 177 1.77 60.07 120 | 179 1.79 61.86 130 | 137 1.37 63.23 140 | 133 1.33 64.56 150 | 146 1.46 66.02 160 | 115 1.15 67.17 170 | 77 0.77 67.94 180 | 88 0.88 68.82 190 | 85 0.85 69.67 200 | 80 0.80 70.47 210 | 78 0.78 71.25 220 | 67 0.67 71.92 230 | 70 0.70 72.62 240 | 53 0.53 73.15 250 | 67 0.67 73.82 260 | 73 0.73 74.55 270 | 54 0.54 75.09 280 | 59 0.59 75.68 290 | 48 0.48 76.16 300 | 63 0.63 76.79 310 | 43 0.43 77.22 320 | 43 0.43 77.65 330 | 46 0.46 78.11 340 | 50 0.50 78.61 350 | 45 0.45 79.06 360 | 43 0.43 79.49 370 | 52 0.52 80.01 380 | 36 0.36 80.37 390 | 27 0.27 80.64 400 | 30 0.30 80.94 410 | 35 0.35 81.29 420 | 36 0.36 81.65 430 | 36 0.36 82.01 440 | 38 0.38 82.39 450 | 23 0.23 82.62 460 | 37 0.37 82.99 470 | 24 0.24 83.23 480 | 24 0.24 83.47 490 | 32 0.32 83.79 500 | 44 0.44 84.23 510 | 26 0.26 84.49 520 | 21 0.21 84.70 530 | 29 0.29 84.99 540 | 27 0.27 85.26 550 | 24 0.24 85.50 560 | 26 0.26 85.76 570 | 34 0.34 86.10 580 | 25 0.25 86.35 590 | 17 0.17 86.52 600 | 23 0.23 86.75 610 | 27 0.27 87.02 620 | 27 0.27 87.29 630 | 18 0.18 87.47 640 | 18 0.18 87.65 650 | 19 0.19 87.84 660 | 18 0.18 88.02 670 | 19 0.19 88.21 680 | 17 0.17 88.38 690 | 19 0.19 88.57 700 | 15 0.15 88.72 710 | 20 0.20 88.92 720 | 14 0.14 89.06 730 | 19 0.19 89.25 740 | 17 0.17 89.42 750 | 14 0.14 89.56 760 | 10 0.10 89.66 770 | 20 0.20 89.86 780 | 15 0.15 90.01 790 | 12 0.12 90.13 800 | 14 0.14 90.27 810 | 17 0.17 90.44 820 | 14 0.14 90.58 830 | 14 0.14 90.72 840 | 6 0.06 90.78 850 | 9 0.09 90.87 860 | 11 0.11 90.98 870 | 15 0.15 91.13 880 | 5 0.05 91.18 890 | 5 0.05 91.23 900 | 9 0.09 91.32 910 | 9 0.09 91.41 920 | 6 0.06 91.47 930 | 4 0.04 91.51 940 | 12 0.12 91.63 950 | 4 0.04 91.67 960 | 9 0.09 91.76 970 | 9 0.09 91.85 980 | 12 0.12 91.97 990 | 10 0.10 92.07 1000 | 6 0.06 92.13 1010 | 8 0.08 92.21 1020 | 11 0.11 92.32 1030 | 6 0.06 92.38 1040 | 9 0.09 92.47 1050 | 6 0.06 92.53 1060 | 7 0.07 92.60 1070 | 8 0.08 92.68 1080 | 11 0.11 92.79 1090 | 10 0.10 92.89 1100 | 8 0.08 92.97 1110 | 12 0.12 93.09 1120 | 5 0.05 93.14 1130 | 6 0.06 93.20 1140 | 8 0.08 93.28 1150 | 4 0.04 93.32 1160 | 6 0.06 93.38 1170 | 5 0.05 93.43 1180 | 6 0.06 93.49 1190 | 5 0.05 93.54 1200 | 8 0.08 93.62 1210 | 5 0.05 93.67 1220 | 4 0.04 93.71 1230 | 7 0.07 93.78 1240 | 6 0.06 93.84 1250 | 7 0.07 93.91 1260 | 6 0.06 93.97 1270 | 5 0.05 94.02 1280 | 5 0.05 94.07 1290 | 8 0.08 94.15 1300 | 7 0.07 94.22 1310 | 3 0.03 94.25 1320 | 3 0.03 94.28 1330 | 5 0.05 94.33 1340 | 6 0.06 94.39 1350 | 4 0.04 94.43 1360 | 3 0.03 94.46 1370 | 7 0.07 94.53 1380 | 4 0.04 94.57 1390 | 2 0.02 94.59 1400 | 1 0.01 94.60 1410 | 2 0.02 94.62 1420 | 6 0.06 94.68 1430 | 6 0.06 94.74 1440 | 5 0.05 94.79 1450 | 3 0.03 94.82 1460 | 4 0.04 94.86 1480 | 1 0.01 94.87 1490 | 3 0.03 94.90 1500 | 8 0.08 94.98 1510 | 3 0.03 95.01 1520 | 5 0.05 95.06 1530 | 5 0.05 95.11 1540 | 3 0.03 95.14 1550 | 7 0.07 95.21 1560 | 2 0.02 95.23 1570 | 3 0.03 95.26 1580 | 2 0.02 95.28 1590 | 4 0.04 95.32 1600 | 6 0.06 95.38 1610 | 5 0.05 95.43 1620 | 2 0.02 95.45 1630 | 1 0.01 95.46 1640 | 2 0.02 95.48 1650 | 2 0.02 95.50 1660 | 3 0.03 95.53 1670 | 2 0.02 95.55 1680 | 4 0.04 95.59 1690 | 1 0.01 95.60 1700 | 1 0.01 95.61 1710 | 3 0.03 95.64 1720 | 3 0.03 95.67 1740 | 7 0.07 95.74 1750 | 1 0.01 95.75 1760 | 2 0.02 95.77 1770 | 5 0.05 95.82 1780 | 2 0.02 95.84 1790 | 4 0.04 95.88 1820 | 1 0.01 95.89 1840 | 1 0.01 95.90 1850 | 2 0.02 95.92 1860 | 3 0.03 95.95 1870 | 1 0.01 95.96 1900 | 2 0.02 95.98 1910 | 1 0.01 95.99 1920 | 2 0.02 96.01 1930 | 2 0.02 96.03 1940 | 1 0.01 96.04 1950 | 1 0.01 96.05 1970 | 2 0.02 96.07 1980 | 4 0.04 96.11 2000 | 2 0.02 96.13 2020 | 1 0.01 96.14 2030 | 1 0.01 96.15 2050 | 2 0.02 96.17 2060 | 2 0.02 96.19 2070 | 1 0.01 96.20 2080 | 2 0.02 96.22 2090 | 1 0.01 96.23 2100 | 2 0.02 96.25 2110 | 1 0.01 96.26 2120 | 1 0.01 96.27 2130 | 1 0.01 96.28 2150 | 1 0.01 96.29 2160 | 1 0.01 96.30 2170 | 1 0.01 96.31 2180 | 2 0.02 96.33 2190 | 4 0.04 96.37 2210 | 1 0.01 96.38 2230 | 2 0.02 96.40 2250 | 4 0.04 96.44 2260 | 1 0.01 96.45 2270 | 2 0.02 96.47 2280 | 1 0.01 96.48 2290 | 1 0.01 96.49 2310 | 1 0.01 96.50 2320 | 1 0.01 96.51 2330 | 2 0.02 96.53 2350 | 1 0.01 96.54 2380 | 1 0.01 96.55 2390 | 3 0.03 96.58 2400 | 1 0.01 96.59 2420 | 1 0.01 96.60 2430 | 1 0.01 96.61 2440 | 1 0.01 96.62 2450 | 1 0.01 96.63 2470 | 1 0.01 96.64 2520 | 1 0.01 96.65 2540 | 1 0.01 96.66 2550 | 3 0.03 96.69 2580 | 1 0.01 96.70 2590 | 1 0.01 96.71 2600 | 1 0.01 96.72 2610 | 1 0.01 96.73 2620 | 1 0.01 96.74 2660 | 2 0.02 96.76 2690 | 1 0.01 96.77 2700 | 1 0.01 96.78 2710 | 2 0.02 96.80 2750 | 1 0.01 96.81 2770 | 1 0.01 96.82 2790 | 1 0.01 96.83 2810 | 1 0.01 96.84 2830 | 2 0.02 96.86 2840 | 1 0.01 96.87 2860 | 1 0.01 96.88 2890 | 1 0.01 96.89 2930 | 1 0.01 96.90 2940 | 4 0.04 96.94 2950 | 1 0.01 96.95 2980 | 1 0.01 96.96 3000 | 1 0.01 96.97 3040 | 1 0.01 96.98 3060 | 1 0.01 96.99 3100 | 1 0.01 97.00 3110 | 2 0.02 97.02 3130 | 1 0.01 97.03 3140 | 1 0.01 97.04 3210 | 1 0.01 97.05 3230 | 1 0.01 97.06 3240 | 1 0.01 97.07 3330 | 1 0.01 97.08 3350 | 1 0.01 97.09 3370 | 1 0.01 97.10 3440 | 1 0.01 97.11 3480 | 1 0.01 97.12 3530 | 1 0.01 97.13 3690 | 1 0.01 97.14 3710 | 2 0.02 97.16 3720 | 1 0.01 97.17 3780 | 2 0.02 97.19 3880 | 1 0.01 97.20 3930 | 1 0.01 97.21 3950 | 1 0.01 97.22 4680 | 1 0.01 97.23 4940 | 1 0.01 97.24 5290 | 1 0.01 97.25 5350 | 1 0.01 97.26 5640 | 1 0.01 97.27 5650 | 1 0.01 97.28 5780 | 1 0.01 97.29 5820 | 1 0.01 97.30 5860 | 1 0.01 97.31 5970 | 1 0.01 97.32 6110 | 1 0.01 97.33 6170 | 1 0.01 97.34 6350 | 1 0.01 97.35 6510 | 1 0.01 97.36 6620 | 1 0.01 97.37 6640 | 1 0.01 97.38 6680 | 1 0.01 97.39 6810 | 1 0.01 97.40 7100 | 1 0.01 97.41 7150 | 1 0.01 97.42 7280 | 1 0.01 97.43 7680 | 1 0.01 97.44 7990 | 1 0.01 97.45 8360 | 1 0.01 97.46 8880 | 1 0.01 97.47 9430 | 1 0.01 97.48 10010 | 1 0.01 97.49 10310 | 1 0.01 97.50 10640 | 1 0.01 97.51 10710 | 1 0.01 97.52 11210 | 1 0.01 97.53 11730 | 1 0.01 97.54 11920 | 1 0.01 97.55 12000 | 1 0.01 97.56 12230 | 1 0.01 97.57 13090 | 2 0.02 97.59 13690 | 1 0.01 97.60 13730 | 1 0.01 97.61 13840 | 1 0.01 97.62 14290 | 1 0.01 97.63 14340 | 1 0.01 97.64 14710 | 1 0.01 97.65 14910 | 1 0.01 97.66 15250 | 1 0.01 97.67 15290 | 1 0.01 97.68 15320 | 1 0.01 97.69 15480 | 1 0.01 97.70 15720 | 1 0.01 97.71 16310 | 1 0.01 97.72 16410 | 1 0.01 97.73 16690 | 1 0.01 97.74 16700 | 1 0.01 97.75 17490 | 1 0.01 97.76 17590 | 1 0.01 97.77 17700 | 1 0.01 97.78 17790 | 1 0.01 97.79 18160 | 2 0.02 97.81 18810 | 1 0.01 97.82 19130 | 1 0.01 97.83 19200 | 1 0.01 97.84 19490 | 1 0.01 97.85 19550 | 1 0.01 97.86 19660 | 1 0.01 97.87 21090 | 1 0.01 97.88 21380 | 1 0.01 97.89 21500 | 1 0.01 97.90 21710 | 1 0.01 97.91 21820 | 1 0.01 97.92 21850 | 1 0.01 97.93 22020 | 1 0.01 97.94 22380 | 1 0.01 97.95 22860 | 1 0.01 97.96 23120 | 1 0.01 97.97 23570 | 1 0.01 97.98 23640 | 1 0.01 97.99 23890 | 1 0.01 98.00 24270 | 1 0.01 98.01 24360 | 1 0.01 98.02 24390 | 1 0.01 98.03 24730 | 1 0.01 98.04 25260 | 1 0.01 98.05 25330 | 1 0.01 98.06 25490 | 1 0.01 98.07 26780 | 1 0.01 98.08 27050 | 1 0.01 98.09 27510 | 1 0.01 98.10 27670 | 1 0.01 98.11 28410 | 1 0.01 98.12 28680 | 1 0.01 98.13 30000 | 1 0.01 98.14 30260 | 1 0.01 98.15 30900 | 1 0.01 98.16 30990 | 1 0.01 98.17 31270 | 1 0.01 98.18 31430 | 1 0.01 98.19 31790 | 1 0.01 98.20 32230 | 1 0.01 98.21 32490 | 1 0.01 98.22 33120 | 1 0.01 98.23 33740 | 1 0.01 98.24 34050 | 1 0.01 98.25 34150 | 1 0.01 98.26 34260 | 1 0.01 98.27 34290 | 1 0.01 98.28 35560 | 1 0.01 98.29 36860 | 1 0.01 98.30 36990 | 1 0.01 98.31 37000 | 1 0.01 98.32 37130 | 1 0.01 98.33 38330 | 1 0.01 98.34 38680 | 1 0.01 98.35 39500 | 1 0.01 98.36 39650 | 1 0.01 98.37 40040 | 1 0.01 98.38 40850 | 1 0.01 98.39 40920 | 1 0.01 98.40 41310 | 2 0.02 98.42 41620 | 1 0.01 98.43 42420 | 1 0.01 98.44 42630 | 1 0.01 98.45 42960 | 1 0.01 98.46 43580 | 1 0.01 98.47 44910 | 1 0.01 98.48 45380 | 1 0.01 98.49 45480 | 1 0.01 98.50 45500 | 1 0.01 98.51 45830 | 1 0.01 98.52 45930 | 1 0.01 98.53 46010 | 1 0.01 98.54 47060 | 1 0.01 98.55 48080 | 1 0.01 98.56 50060 | 1 0.01 98.57 50580 | 1 0.01 98.58 51450 | 1 0.01 98.59 52980 | 1 0.01 98.60 53040 | 1 0.01 98.61 53870 | 1 0.01 98.62 53970 | 1 0.01 98.63 54410 | 1 0.01 98.64 54550 | 1 0.01 98.65 55860 | 1 0.01 98.66 56020 | 1 0.01 98.67 57220 | 1 0.01 98.68 57500 | 1 0.01 98.69 57700 | 1 0.01 98.70 58750 | 1 0.01 98.71 60570 | 1 0.01 98.72 61440 | 1 0.01 98.73 63030 | 1 0.01 98.74 65160 | 1 0.01 98.75 67380 | 1 0.01 98.76 68120 | 1 0.01 98.77 68260 | 1 0.01 98.78 68970 | 1 0.01 98.79 70090 | 1 0.01 98.80 70540 | 1 0.01 98.81 72180 | 1 0.01 98.82 72640 | 1 0.01 98.83 77320 | 1 0.01 98.84 77490 | 1 0.01 98.85 78500 | 1 0.01 98.86 80220 | 1 0.01 98.87 81280 | 1 0.01 98.88 81650 | 1 0.01 98.89 81800 | 1 0.01 98.90 81950 | 1 0.01 98.91 82200 | 1 0.01 98.92 83290 | 1 0.01 98.93 84110 | 1 0.01 98.94 84190 | 1 0.01 98.95 86830 | 1 0.01 98.96 87160 | 1 0.01 98.97 87370 | 1 0.01 98.98 88010 | 1 0.01 98.99 89270 | 1 0.01 99.00 95460 | 1 0.01 99.01 99320 | 1 0.01 99.02 100130 | 1 0.01 99.03 101150 | 1 0.01 99.04 106640 | 1 0.01 99.05 107070 | 1 0.01 99.06 108490 | 1 0.01 99.07 108850 | 1 0.01 99.08 111290 | 1 0.01 99.09 111880 | 1 0.01 99.10 112150 | 1 0.01 99.11 112360 | 1 0.01 99.12 114370 | 1 0.01 99.13 115560 | 1 0.01 99.14 116050 | 1 0.01 99.15 117200 | 1 0.01 99.16 118080 | 1 0.01 99.17 118130 | 1 0.01 99.18 118310 | 1 0.01 99.19 118990 | 1 0.01 99.20 119950 | 1 0.01 99.21 121700 | 1 0.01 99.22 124720 | 1 0.01 99.23 125160 | 1 0.01 99.24 125650 | 1 0.01 99.25 132030 | 1 0.01 99.26 132910 | 1 0.01 99.27 133780 | 1 0.01 99.28 136750 | 1 0.01 99.29 137450 | 1 0.01 99.30 146180 | 1 0.01 99.31 147950 | 1 0.01 99.32 148170 | 1 0.01 99.33 148850 | 1 0.01 99.34 156250 | 1 0.01 99.35 156580 | 1 0.01 99.36 156590 | 1 0.01 99.37 156690 | 1 0.01 99.38 156770 | 1 0.01 99.39 158330 | 1 0.01 99.40 172060 | 1 0.01 99.41 175370 | 1 0.01 99.42 177680 | 1 0.01 99.43 180070 | 1 0.01 99.44 185930 | 1 0.01 99.45 186080 | 1 0.01 99.46 187150 | 1 0.01 99.47 188030 | 1 0.01 99.48 194150 | 1 0.01 99.49 197160 | 1 0.01 99.50 197880 | 1 0.01 99.51 199180 | 1 0.01 99.52 202850 | 1 0.01 99.53 204040 | 1 0.01 99.54 206570 | 1 0.01 99.55 206830 | 1 0.01 99.56 207830 | 1 0.01 99.57 209080 | 1 0.01 99.58 212720 | 1 0.01 99.59 214250 | 1 0.01 99.60 214800 | 1 0.01 99.61 218970 | 1 0.01 99.62 219760 | 1 0.01 99.63 223210 | 1 0.01 99.64 224710 | 1 0.01 99.65 227910 | 1 0.01 99.66 235350 | 1 0.01 99.67 238560 | 1 0.01 99.68 241170 | 1 0.01 99.69 241490 | 1 0.01 99.70 259130 | 1 0.01 99.71 259620 | 1 0.01 99.72 265430 | 1 0.01 99.73 273930 | 1 0.01 99.74 274970 | 1 0.01 99.75 279270 | 1 0.01 99.76 281060 | 1 0.01 99.77 288730 | 1 0.01 99.78 290280 | 1 0.01 99.79 314960 | 1 0.01 99.80 348220 | 1 0.01 99.81 357370 | 1 0.01 99.82 361850 | 1 0.01 99.83 376930 | 1 0.01 99.84 411960 | 1 0.01 99.85 414160 | 1 0.01 99.86 415950 | 1 0.01 99.87 464160 | 1 0.01 99.88 466980 | 1 0.01 99.89 472360 | 1 0.01 99.90 484410 | 1 0.01 99.91 493770 | 1 0.01 99.92 532670 | 1 0.01 99.93 558370 | 1 0.01 99.94 584880 | 1 0.01 99.95 728990 | 1 0.01 99.96 786360 | 1 0.01 99.97 932860 | 1 0.01 99.98 953330 | 1 0.01 99.99 1754860 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017