Frequencies for first 10,000 rows of n18300 variable in zipcode2013 dataset : Number of | returns | with taxes | paid | Schedule | A:9 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,665 16.65 16.65 20 | 365 3.65 20.30 30 | 718 7.18 27.48 40 | 627 6.27 33.75 50 | 429 4.29 38.04 60 | 371 3.71 41.75 70 | 275 2.75 44.50 80 | 238 2.38 46.88 90 | 256 2.56 49.44 100 | 198 1.98 51.42 110 | 180 1.80 53.22 120 | 170 1.70 54.92 130 | 156 1.56 56.48 140 | 152 1.52 58.00 150 | 154 1.54 59.54 160 | 121 1.21 60.75 170 | 126 1.26 62.01 180 | 94 0.94 62.95 190 | 119 1.19 64.14 200 | 102 1.02 65.16 210 | 84 0.84 66.00 220 | 78 0.78 66.78 230 | 69 0.69 67.47 240 | 96 0.96 68.43 250 | 84 0.84 69.27 260 | 67 0.67 69.94 270 | 87 0.87 70.81 280 | 63 0.63 71.44 290 | 65 0.65 72.09 300 | 61 0.61 72.70 310 | 53 0.53 73.23 320 | 54 0.54 73.77 330 | 53 0.53 74.30 340 | 51 0.51 74.81 350 | 58 0.58 75.39 360 | 52 0.52 75.91 370 | 51 0.51 76.42 380 | 54 0.54 76.96 390 | 36 0.36 77.32 400 | 43 0.43 77.75 410 | 42 0.42 78.17 420 | 55 0.55 78.72 430 | 41 0.41 79.13 440 | 43 0.43 79.56 450 | 45 0.45 80.01 460 | 34 0.34 80.35 470 | 33 0.33 80.68 480 | 28 0.28 80.96 490 | 32 0.32 81.28 500 | 29 0.29 81.57 510 | 41 0.41 81.98 520 | 35 0.35 82.33 530 | 19 0.19 82.52 540 | 44 0.44 82.96 550 | 31 0.31 83.27 560 | 23 0.23 83.50 570 | 37 0.37 83.87 580 | 40 0.40 84.27 590 | 34 0.34 84.61 600 | 25 0.25 84.86 610 | 27 0.27 85.13 620 | 29 0.29 85.42 630 | 23 0.23 85.65 640 | 28 0.28 85.93 650 | 16 0.16 86.09 660 | 29 0.29 86.38 670 | 29 0.29 86.67 680 | 25 0.25 86.92 690 | 25 0.25 87.17 700 | 17 0.17 87.34 710 | 16 0.16 87.50 720 | 15 0.15 87.65 730 | 18 0.18 87.83 740 | 15 0.15 87.98 750 | 17 0.17 88.15 760 | 12 0.12 88.27 770 | 19 0.19 88.46 780 | 14 0.14 88.60 790 | 17 0.17 88.77 800 | 16 0.16 88.93 810 | 12 0.12 89.05 820 | 15 0.15 89.20 830 | 10 0.10 89.30 840 | 14 0.14 89.44 850 | 15 0.15 89.59 860 | 10 0.10 89.69 870 | 8 0.08 89.77 880 | 15 0.15 89.92 890 | 9 0.09 90.01 900 | 16 0.16 90.17 910 | 12 0.12 90.29 920 | 18 0.18 90.47 930 | 11 0.11 90.58 940 | 10 0.10 90.68 950 | 12 0.12 90.80 960 | 10 0.10 90.90 970 | 9 0.09 90.99 980 | 7 0.07 91.06 990 | 7 0.07 91.13 1000 | 7 0.07 91.20 1010 | 7 0.07 91.27 1020 | 7 0.07 91.34 1030 | 8 0.08 91.42 1040 | 12 0.12 91.54 1050 | 11 0.11 91.65 1060 | 13 0.13 91.78 1070 | 12 0.12 91.90 1080 | 11 0.11 92.01 1090 | 7 0.07 92.08 1100 | 5 0.05 92.13 1110 | 9 0.09 92.22 1120 | 7 0.07 92.29 1130 | 5 0.05 92.34 1140 | 10 0.10 92.44 1150 | 4 0.04 92.48 1160 | 5 0.05 92.53 1170 | 7 0.07 92.60 1180 | 9 0.09 92.69 1190 | 5 0.05 92.74 1200 | 6 0.06 92.80 1210 | 10 0.10 92.90 1220 | 10 0.10 93.00 1230 | 7 0.07 93.07 1240 | 7 0.07 93.14 1250 | 8 0.08 93.22 1260 | 5 0.05 93.27 1270 | 7 0.07 93.34 1280 | 8 0.08 93.42 1290 | 9 0.09 93.51 1300 | 1 0.01 93.52 1310 | 5 0.05 93.57 1320 | 2 0.02 93.59 1330 | 10 0.10 93.69 1340 | 5 0.05 93.74 1350 | 7 0.07 93.81 1360 | 6 0.06 93.87 1370 | 6 0.06 93.93 1380 | 2 0.02 93.95 1390 | 1 0.01 93.96 1400 | 8 0.08 94.04 1410 | 4 0.04 94.08 1420 | 3 0.03 94.11 1430 | 3 0.03 94.14 1440 | 3 0.03 94.17 1450 | 3 0.03 94.20 1460 | 3 0.03 94.23 1470 | 3 0.03 94.26 1480 | 4 0.04 94.30 1490 | 4 0.04 94.34 1500 | 3 0.03 94.37 1510 | 5 0.05 94.42 1520 | 2 0.02 94.44 1530 | 3 0.03 94.47 1540 | 3 0.03 94.50 1550 | 3 0.03 94.53 1560 | 5 0.05 94.58 1570 | 4 0.04 94.62 1580 | 3 0.03 94.65 1590 | 8 0.08 94.73 1600 | 1 0.01 94.74 1610 | 1 0.01 94.75 1620 | 4 0.04 94.79 1630 | 2 0.02 94.81 1640 | 2 0.02 94.83 1650 | 3 0.03 94.86 1660 | 3 0.03 94.89 1670 | 2 0.02 94.91 1680 | 2 0.02 94.93 1690 | 5 0.05 94.98 1700 | 2 0.02 95.00 1710 | 1 0.01 95.01 1720 | 3 0.03 95.04 1730 | 6 0.06 95.10 1750 | 1 0.01 95.11 1760 | 3 0.03 95.14 1770 | 3 0.03 95.17 1780 | 3 0.03 95.20 1790 | 1 0.01 95.21 1800 | 1 0.01 95.22 1810 | 2 0.02 95.24 1820 | 1 0.01 95.25 1830 | 3 0.03 95.28 1840 | 2 0.02 95.30 1850 | 2 0.02 95.32 1870 | 6 0.06 95.38 1880 | 1 0.01 95.39 1890 | 2 0.02 95.41 1900 | 4 0.04 95.45 1910 | 3 0.03 95.48 1930 | 1 0.01 95.49 1940 | 2 0.02 95.51 1970 | 1 0.01 95.52 1980 | 1 0.01 95.53 1990 | 1 0.01 95.54 2010 | 1 0.01 95.55 2020 | 3 0.03 95.58 2030 | 5 0.05 95.63 2040 | 3 0.03 95.66 2050 | 2 0.02 95.68 2070 | 1 0.01 95.69 2080 | 1 0.01 95.70 2090 | 4 0.04 95.74 2110 | 1 0.01 95.75 2120 | 1 0.01 95.76 2150 | 3 0.03 95.79 2160 | 3 0.03 95.82 2200 | 3 0.03 95.85 2220 | 1 0.01 95.86 2230 | 2 0.02 95.88 2240 | 2 0.02 95.90 2250 | 1 0.01 95.91 2260 | 1 0.01 95.92 2280 | 3 0.03 95.95 2290 | 3 0.03 95.98 2300 | 3 0.03 96.01 2310 | 1 0.01 96.02 2320 | 3 0.03 96.05 2330 | 1 0.01 96.06 2350 | 1 0.01 96.07 2390 | 1 0.01 96.08 2420 | 1 0.01 96.09 2430 | 1 0.01 96.10 2440 | 1 0.01 96.11 2450 | 2 0.02 96.13 2510 | 1 0.01 96.14 2520 | 1 0.01 96.15 2540 | 1 0.01 96.16 2550 | 3 0.03 96.19 2560 | 2 0.02 96.21 2590 | 2 0.02 96.23 2600 | 1 0.01 96.24 2650 | 2 0.02 96.26 2740 | 1 0.01 96.27 2750 | 1 0.01 96.28 2760 | 1 0.01 96.29 2780 | 2 0.02 96.31 2810 | 1 0.01 96.32 2820 | 1 0.01 96.33 2830 | 1 0.01 96.34 2850 | 1 0.01 96.35 2870 | 1 0.01 96.36 2880 | 1 0.01 96.37 2900 | 1 0.01 96.38 2920 | 1 0.01 96.39 2930 | 1 0.01 96.40 2960 | 1 0.01 96.41 2990 | 1 0.01 96.42 3020 | 1 0.01 96.43 3030 | 1 0.01 96.44 3100 | 1 0.01 96.45 3110 | 1 0.01 96.46 3210 | 1 0.01 96.47 3230 | 1 0.01 96.48 3250 | 1 0.01 96.49 3270 | 1 0.01 96.50 3280 | 2 0.02 96.52 3290 | 1 0.01 96.53 3370 | 1 0.01 96.54 3410 | 1 0.01 96.55 3580 | 1 0.01 96.56 3610 | 1 0.01 96.57 3650 | 1 0.01 96.58 3770 | 1 0.01 96.59 3820 | 1 0.01 96.60 4000 | 1 0.01 96.61 4210 | 1 0.01 96.62 4290 | 1 0.01 96.63 4570 | 1 0.01 96.64 5810 | 1 0.01 96.65 5930 | 1 0.01 96.66 6560 | 1 0.01 96.67 7390 | 1 0.01 96.68 7450 | 1 0.01 96.69 7900 | 1 0.01 96.70 8110 | 1 0.01 96.71 8350 | 1 0.01 96.72 8970 | 1 0.01 96.73 9180 | 1 0.01 96.74 9410 | 1 0.01 96.75 9590 | 1 0.01 96.76 9800 | 1 0.01 96.77 10330 | 1 0.01 96.78 10450 | 1 0.01 96.79 10560 | 1 0.01 96.80 11080 | 1 0.01 96.81 11600 | 1 0.01 96.82 11810 | 1 0.01 96.83 12000 | 1 0.01 96.84 12720 | 1 0.01 96.85 12890 | 1 0.01 96.86 13020 | 1 0.01 96.87 13140 | 1 0.01 96.88 13190 | 1 0.01 96.89 13920 | 1 0.01 96.90 13990 | 1 0.01 96.91 14150 | 1 0.01 96.92 14250 | 1 0.01 96.93 14260 | 1 0.01 96.94 14270 | 1 0.01 96.95 15210 | 1 0.01 96.96 15450 | 1 0.01 96.97 15790 | 1 0.01 96.98 16330 | 1 0.01 96.99 17030 | 1 0.01 97.00 17110 | 1 0.01 97.01 17370 | 1 0.01 97.02 18050 | 1 0.01 97.03 18100 | 1 0.01 97.04 18320 | 1 0.01 97.05 18580 | 1 0.01 97.06 18590 | 1 0.01 97.07 18690 | 1 0.01 97.08 20080 | 1 0.01 97.09 20210 | 1 0.01 97.10 20270 | 1 0.01 97.11 20990 | 1 0.01 97.12 21070 | 1 0.01 97.13 22660 | 1 0.01 97.14 22810 | 1 0.01 97.15 22870 | 1 0.01 97.16 23020 | 1 0.01 97.17 24160 | 1 0.01 97.18 24520 | 1 0.01 97.19 24790 | 1 0.01 97.20 24830 | 1 0.01 97.21 24950 | 1 0.01 97.22 25340 | 1 0.01 97.23 25640 | 1 0.01 97.24 25740 | 1 0.01 97.25 26760 | 1 0.01 97.26 27700 | 1 0.01 97.27 27740 | 1 0.01 97.28 28040 | 1 0.01 97.29 28150 | 1 0.01 97.30 28220 | 1 0.01 97.31 28860 | 1 0.01 97.32 28930 | 1 0.01 97.33 30190 | 1 0.01 97.34 30660 | 1 0.01 97.35 30980 | 1 0.01 97.36 31370 | 1 0.01 97.37 31820 | 1 0.01 97.38 32660 | 1 0.01 97.39 32920 | 1 0.01 97.40 33200 | 1 0.01 97.41 33710 | 1 0.01 97.42 34230 | 1 0.01 97.43 34400 | 1 0.01 97.44 34560 | 1 0.01 97.45 35300 | 1 0.01 97.46 35600 | 1 0.01 97.47 35880 | 1 0.01 97.48 36370 | 1 0.01 97.49 36790 | 1 0.01 97.50 37420 | 1 0.01 97.51 37450 | 1 0.01 97.52 37580 | 1 0.01 97.53 37720 | 1 0.01 97.54 38300 | 1 0.01 97.55 38390 | 1 0.01 97.56 38600 | 1 0.01 97.57 38990 | 1 0.01 97.58 39020 | 1 0.01 97.59 40020 | 1 0.01 97.60 41050 | 1 0.01 97.61 41390 | 1 0.01 97.62 42750 | 1 0.01 97.63 44010 | 1 0.01 97.64 44160 | 1 0.01 97.65 44420 | 1 0.01 97.66 45050 | 1 0.01 97.67 45070 | 1 0.01 97.68 45400 | 1 0.01 97.69 46400 | 1 0.01 97.70 47500 | 1 0.01 97.71 48740 | 1 0.01 97.72 49510 | 1 0.01 97.73 49810 | 1 0.01 97.74 50510 | 1 0.01 97.75 50570 | 1 0.01 97.76 50690 | 1 0.01 97.77 51820 | 1 0.01 97.78 52550 | 1 0.01 97.79 53460 | 1 0.01 97.80 53530 | 1 0.01 97.81 53670 | 1 0.01 97.82 54180 | 1 0.01 97.83 54970 | 1 0.01 97.84 56380 | 1 0.01 97.85 57460 | 1 0.01 97.86 57700 | 1 0.01 97.87 58590 | 1 0.01 97.88 58760 | 1 0.01 97.89 59080 | 1 0.01 97.90 59250 | 1 0.01 97.91 60170 | 1 0.01 97.92 60860 | 1 0.01 97.93 62980 | 1 0.01 97.94 63220 | 1 0.01 97.95 66240 | 1 0.01 97.96 66270 | 1 0.01 97.97 66280 | 1 0.01 97.98 66820 | 1 0.01 97.99 66930 | 1 0.01 98.00 67340 | 1 0.01 98.01 67680 | 1 0.01 98.02 69650 | 1 0.01 98.03 70540 | 1 0.01 98.04 70930 | 1 0.01 98.05 70980 | 1 0.01 98.06 71120 | 1 0.01 98.07 71670 | 1 0.01 98.08 71690 | 1 0.01 98.09 72460 | 1 0.01 98.10 74400 | 1 0.01 98.11 75420 | 1 0.01 98.12 78160 | 1 0.01 98.13 78670 | 1 0.01 98.14 79220 | 1 0.01 98.15 79640 | 1 0.01 98.16 79660 | 1 0.01 98.17 80240 | 1 0.01 98.18 84460 | 1 0.01 98.19 85190 | 1 0.01 98.20 86010 | 1 0.01 98.21 86040 | 1 0.01 98.22 87430 | 1 0.01 98.23 90810 | 1 0.01 98.24 91540 | 1 0.01 98.25 92210 | 1 0.01 98.26 93170 | 1 0.01 98.27 93210 | 1 0.01 98.28 94180 | 1 0.01 98.29 98810 | 1 0.01 98.30 99820 | 1 0.01 98.31 100340 | 1 0.01 98.32 101680 | 1 0.01 98.33 102520 | 1 0.01 98.34 103750 | 1 0.01 98.35 104930 | 1 0.01 98.36 106960 | 1 0.01 98.37 107900 | 1 0.01 98.38 110900 | 1 0.01 98.39 113280 | 1 0.01 98.40 113360 | 1 0.01 98.41 114030 | 1 0.01 98.42 114460 | 1 0.01 98.43 114820 | 1 0.01 98.44 114990 | 1 0.01 98.45 115860 | 1 0.01 98.46 116960 | 1 0.01 98.47 118460 | 1 0.01 98.48 119560 | 1 0.01 98.49 119860 | 1 0.01 98.50 120560 | 1 0.01 98.51 120690 | 1 0.01 98.52 123350 | 1 0.01 98.53 125220 | 1 0.01 98.54 125740 | 1 0.01 98.55 126110 | 1 0.01 98.56 126920 | 1 0.01 98.57 127200 | 1 0.01 98.58 127300 | 1 0.01 98.59 127790 | 1 0.01 98.60 127880 | 1 0.01 98.61 130490 | 1 0.01 98.62 130530 | 1 0.01 98.63 131360 | 1 0.01 98.64 134740 | 1 0.01 98.65 136730 | 1 0.01 98.66 136830 | 1 0.01 98.67 137230 | 1 0.01 98.68 137300 | 1 0.01 98.69 137390 | 1 0.01 98.70 141200 | 1 0.01 98.71 141230 | 1 0.01 98.72 141390 | 1 0.01 98.73 141790 | 1 0.01 98.74 146010 | 1 0.01 98.75 148170 | 1 0.01 98.76 149100 | 1 0.01 98.77 149840 | 1 0.01 98.78 152470 | 1 0.01 98.79 152730 | 1 0.01 98.80 153990 | 1 0.01 98.81 154590 | 1 0.01 98.82 155310 | 1 0.01 98.83 160310 | 1 0.01 98.84 168810 | 1 0.01 98.85 172930 | 1 0.01 98.86 175980 | 1 0.01 98.87 176450 | 1 0.01 98.88 178580 | 1 0.01 98.89 184290 | 1 0.01 98.90 184740 | 1 0.01 98.91 186910 | 1 0.01 98.92 187170 | 1 0.01 98.93 192590 | 1 0.01 98.94 195930 | 1 0.01 98.95 200270 | 1 0.01 98.96 203520 | 1 0.01 98.97 207100 | 1 0.01 98.98 213100 | 1 0.01 98.99 213550 | 1 0.01 99.00 214290 | 1 0.01 99.01 216160 | 1 0.01 99.02 217350 | 1 0.01 99.03 217370 | 1 0.01 99.04 218610 | 1 0.01 99.05 219970 | 1 0.01 99.06 221390 | 1 0.01 99.07 223740 | 1 0.01 99.08 229590 | 1 0.01 99.09 235950 | 1 0.01 99.10 236110 | 1 0.01 99.11 236350 | 1 0.01 99.12 241440 | 1 0.01 99.13 243540 | 1 0.01 99.14 243810 | 1 0.01 99.15 244000 | 1 0.01 99.16 245240 | 1 0.01 99.17 259000 | 1 0.01 99.18 260570 | 1 0.01 99.19 261210 | 1 0.01 99.20 267780 | 1 0.01 99.21 268850 | 1 0.01 99.22 269200 | 1 0.01 99.23 270710 | 1 0.01 99.24 273340 | 1 0.01 99.25 279060 | 1 0.01 99.26 280560 | 1 0.01 99.27 289250 | 1 0.01 99.28 295540 | 1 0.01 99.29 302230 | 1 0.01 99.30 303490 | 1 0.01 99.31 304700 | 1 0.01 99.32 307440 | 1 0.01 99.33 319330 | 1 0.01 99.34 325040 | 1 0.01 99.35 333020 | 1 0.01 99.36 334140 | 1 0.01 99.37 364470 | 1 0.01 99.38 364540 | 1 0.01 99.39 368490 | 1 0.01 99.40 379570 | 1 0.01 99.41 381080 | 1 0.01 99.42 388450 | 1 0.01 99.43 400730 | 1 0.01 99.44 410440 | 1 0.01 99.45 412670 | 1 0.01 99.46 420830 | 1 0.01 99.47 433060 | 1 0.01 99.48 440260 | 1 0.01 99.49 447240 | 1 0.01 99.50 450980 | 1 0.01 99.51 473020 | 1 0.01 99.52 476280 | 1 0.01 99.53 494030 | 1 0.01 99.54 503470 | 1 0.01 99.55 544530 | 1 0.01 99.56 549220 | 1 0.01 99.57 579300 | 1 0.01 99.58 595170 | 1 0.01 99.59 620060 | 1 0.01 99.60 787150 | 1 0.01 99.61 851490 | 1 0.01 99.62 863340 | 1 0.01 99.63 925660 | 1 0.01 99.64 980610 | 1 0.01 99.65 994610 | 1 0.01 99.66 1802250 | 1 0.01 99.67 . | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017