Frequencies for first 10,000 rows of a05780 variable in zipcode2016 dataset : Excess | advance | premium tax | credit | repayment | amount | 1040:46/ | 1040A:29 | Freq. Percent Cum. ------------+----------------------------------- 0 | 7,337 73.37 73.37 4 | 3 0.03 73.40 5 | 6 0.06 73.46 6 | 32 0.32 73.78 7 | 24 0.24 74.02 8 | 19 0.19 74.21 9 | 42 0.42 74.63 10 | 28 0.28 74.91 11 | 46 0.46 75.37 12 | 39 0.39 75.76 13 | 40 0.40 76.16 14 | 42 0.42 76.58 15 | 36 0.36 76.94 16 | 46 0.46 77.40 17 | 23 0.23 77.63 18 | 31 0.31 77.94 19 | 30 0.30 78.24 20 | 40 0.40 78.64 21 | 34 0.34 78.98 22 | 26 0.26 79.24 23 | 32 0.32 79.56 24 | 36 0.36 79.92 25 | 38 0.38 80.30 26 | 43 0.43 80.73 27 | 44 0.44 81.17 28 | 42 0.42 81.59 29 | 24 0.24 81.83 30 | 37 0.37 82.20 31 | 34 0.34 82.54 32 | 31 0.31 82.85 33 | 33 0.33 83.18 34 | 40 0.40 83.58 35 | 34 0.34 83.92 36 | 29 0.29 84.21 37 | 30 0.30 84.51 38 | 34 0.34 84.85 39 | 29 0.29 85.14 40 | 39 0.39 85.53 41 | 29 0.29 85.82 42 | 29 0.29 86.11 43 | 32 0.32 86.43 44 | 29 0.29 86.72 45 | 22 0.22 86.94 46 | 26 0.26 87.20 47 | 24 0.24 87.44 48 | 15 0.15 87.59 49 | 32 0.32 87.91 50 | 29 0.29 88.20 51 | 28 0.28 88.48 52 | 33 0.33 88.81 53 | 21 0.21 89.02 54 | 29 0.29 89.31 55 | 28 0.28 89.59 56 | 19 0.19 89.78 57 | 20 0.20 89.98 58 | 26 0.26 90.24 59 | 18 0.18 90.42 60 | 23 0.23 90.65 61 | 14 0.14 90.79 62 | 18 0.18 90.97 63 | 16 0.16 91.13 64 | 16 0.16 91.29 65 | 21 0.21 91.50 66 | 20 0.20 91.70 67 | 17 0.17 91.87 68 | 20 0.20 92.07 69 | 23 0.23 92.30 70 | 17 0.17 92.47 71 | 13 0.13 92.60 72 | 19 0.19 92.79 73 | 10 0.10 92.89 74 | 16 0.16 93.05 75 | 12 0.12 93.17 76 | 13 0.13 93.30 77 | 7 0.07 93.37 78 | 16 0.16 93.53 79 | 14 0.14 93.67 80 | 11 0.11 93.78 81 | 7 0.07 93.85 82 | 11 0.11 93.96 83 | 13 0.13 94.09 84 | 11 0.11 94.20 85 | 7 0.07 94.27 86 | 11 0.11 94.38 87 | 12 0.12 94.50 88 | 7 0.07 94.57 89 | 8 0.08 94.65 90 | 10 0.10 94.75 91 | 5 0.05 94.80 92 | 7 0.07 94.87 93 | 10 0.10 94.97 94 | 8 0.08 95.05 95 | 9 0.09 95.14 96 | 9 0.09 95.23 97 | 5 0.05 95.28 98 | 6 0.06 95.34 99 | 7 0.07 95.41 100 | 5 0.05 95.46 101 | 7 0.07 95.53 102 | 5 0.05 95.58 103 | 3 0.03 95.61 104 | 8 0.08 95.69 105 | 4 0.04 95.73 106 | 5 0.05 95.78 107 | 5 0.05 95.83 108 | 3 0.03 95.86 109 | 5 0.05 95.91 110 | 3 0.03 95.94 111 | 1 0.01 95.95 112 | 2 0.02 95.97 113 | 8 0.08 96.05 114 | 1 0.01 96.06 115 | 2 0.02 96.08 116 | 2 0.02 96.10 117 | 1 0.01 96.11 118 | 5 0.05 96.16 119 | 2 0.02 96.18 120 | 6 0.06 96.24 121 | 6 0.06 96.30 122 | 6 0.06 96.36 123 | 2 0.02 96.38 124 | 3 0.03 96.41 125 | 3 0.03 96.44 126 | 2 0.02 96.46 127 | 1 0.01 96.47 129 | 2 0.02 96.49 130 | 2 0.02 96.51 131 | 6 0.06 96.57 132 | 3 0.03 96.60 133 | 3 0.03 96.63 134 | 2 0.02 96.65 135 | 3 0.03 96.68 136 | 1 0.01 96.69 137 | 2 0.02 96.71 138 | 1 0.01 96.72 140 | 2 0.02 96.74 141 | 2 0.02 96.76 142 | 2 0.02 96.78 145 | 6 0.06 96.84 146 | 4 0.04 96.88 147 | 1 0.01 96.89 148 | 1 0.01 96.90 149 | 3 0.03 96.93 150 | 1 0.01 96.94 151 | 1 0.01 96.95 153 | 1 0.01 96.96 154 | 2 0.02 96.98 155 | 2 0.02 97.00 156 | 2 0.02 97.02 157 | 1 0.01 97.03 158 | 1 0.01 97.04 160 | 4 0.04 97.08 161 | 1 0.01 97.09 162 | 2 0.02 97.11 164 | 2 0.02 97.13 165 | 1 0.01 97.14 166 | 1 0.01 97.15 167 | 1 0.01 97.16 169 | 3 0.03 97.19 174 | 2 0.02 97.21 176 | 1 0.01 97.22 178 | 1 0.01 97.23 179 | 1 0.01 97.24 182 | 1 0.01 97.25 184 | 2 0.02 97.27 187 | 1 0.01 97.28 188 | 1 0.01 97.29 192 | 1 0.01 97.30 193 | 1 0.01 97.31 194 | 1 0.01 97.32 195 | 2 0.02 97.34 196 | 1 0.01 97.35 198 | 1 0.01 97.36 205 | 2 0.02 97.38 207 | 2 0.02 97.40 208 | 1 0.01 97.41 210 | 1 0.01 97.42 214 | 1 0.01 97.43 215 | 1 0.01 97.44 218 | 1 0.01 97.45 223 | 1 0.01 97.46 225 | 1 0.01 97.47 230 | 1 0.01 97.48 231 | 2 0.02 97.50 234 | 3 0.03 97.53 238 | 1 0.01 97.54 241 | 1 0.01 97.55 242 | 1 0.01 97.56 260 | 2 0.02 97.58 265 | 1 0.01 97.59 268 | 1 0.01 97.60 271 | 1 0.01 97.61 274 | 1 0.01 97.62 322 | 1 0.01 97.63 323 | 1 0.01 97.64 327 | 1 0.01 97.65 328 | 1 0.01 97.66 335 | 1 0.01 97.67 346 | 1 0.01 97.68 352 | 1 0.01 97.69 362 | 1 0.01 97.70 372 | 1 0.01 97.71 384 | 1 0.01 97.72 392 | 1 0.01 97.73 396 | 1 0.01 97.74 399 | 1 0.01 97.75 407 | 1 0.01 97.76 417 | 1 0.01 97.77 419 | 1 0.01 97.78 439 | 1 0.01 97.79 474 | 1 0.01 97.80 478 | 1 0.01 97.81 481 | 1 0.01 97.82 490 | 1 0.01 97.83 520 | 2 0.02 97.85 551 | 1 0.01 97.86 580 | 1 0.01 97.87 589 | 1 0.01 97.88 591 | 1 0.01 97.89 601 | 1 0.01 97.90 617 | 1 0.01 97.91 644 | 1 0.01 97.92 717 | 1 0.01 97.93 848 | 1 0.01 97.94 858 | 1 0.01 97.95 867 | 1 0.01 97.96 871 | 1 0.01 97.97 876 | 1 0.01 97.98 890 | 1 0.01 97.99 902 | 1 0.01 98.00 913 | 1 0.01 98.01 970 | 1 0.01 98.02 974 | 1 0.01 98.03 990 | 1 0.01 98.04 1027 | 1 0.01 98.05 1101 | 1 0.01 98.06 1125 | 1 0.01 98.07 1141 | 1 0.01 98.08 1160 | 1 0.01 98.09 1183 | 1 0.01 98.10 1203 | 1 0.01 98.11 1221 | 1 0.01 98.12 1241 | 1 0.01 98.13 1254 | 1 0.01 98.14 1265 | 1 0.01 98.15 1306 | 1 0.01 98.16 1432 | 1 0.01 98.17 1445 | 1 0.01 98.18 1507 | 1 0.01 98.19 1510 | 1 0.01 98.20 1547 | 1 0.01 98.21 1570 | 2 0.02 98.23 1579 | 1 0.01 98.24 1669 | 1 0.01 98.25 1673 | 1 0.01 98.26 1767 | 1 0.01 98.27 1804 | 1 0.01 98.28 1881 | 1 0.01 98.29 1913 | 1 0.01 98.30 1984 | 1 0.01 98.31 1995 | 1 0.01 98.32 2070 | 1 0.01 98.33 2100 | 1 0.01 98.34 2114 | 1 0.01 98.35 2120 | 1 0.01 98.36 2149 | 1 0.01 98.37 2195 | 1 0.01 98.38 2216 | 1 0.01 98.39 2223 | 1 0.01 98.40 2298 | 1 0.01 98.41 2361 | 1 0.01 98.42 2510 | 1 0.01 98.43 2589 | 1 0.01 98.44 2600 | 1 0.01 98.45 2677 | 1 0.01 98.46 2715 | 1 0.01 98.47 2724 | 1 0.01 98.48 2736 | 1 0.01 98.49 2742 | 1 0.01 98.50 2774 | 1 0.01 98.51 2802 | 1 0.01 98.52 2815 | 1 0.01 98.53 2832 | 1 0.01 98.54 3048 | 1 0.01 98.55 3090 | 1 0.01 98.56 3117 | 1 0.01 98.57 3223 | 1 0.01 98.58 3245 | 1 0.01 98.59 3253 | 1 0.01 98.60 3263 | 1 0.01 98.61 3295 | 1 0.01 98.62 3451 | 1 0.01 98.63 3538 | 1 0.01 98.64 3584 | 1 0.01 98.65 3653 | 1 0.01 98.66 3698 | 1 0.01 98.67 3753 | 1 0.01 98.68 3873 | 1 0.01 98.69 3875 | 1 0.01 98.70 4083 | 1 0.01 98.71 4116 | 1 0.01 98.72 4179 | 1 0.01 98.73 4215 | 1 0.01 98.74 4220 | 1 0.01 98.75 4269 | 1 0.01 98.76 4330 | 1 0.01 98.77 4368 | 1 0.01 98.78 4373 | 1 0.01 98.79 4450 | 1 0.01 98.80 4665 | 1 0.01 98.81 4672 | 1 0.01 98.82 4692 | 1 0.01 98.83 4728 | 1 0.01 98.84 4752 | 1 0.01 98.85 4806 | 1 0.01 98.86 4930 | 1 0.01 98.87 5079 | 1 0.01 98.88 5223 | 1 0.01 98.89 5287 | 1 0.01 98.90 5343 | 1 0.01 98.91 5430 | 1 0.01 98.92 5530 | 1 0.01 98.93 5585 | 1 0.01 98.94 5599 | 1 0.01 98.95 5600 | 1 0.01 98.96 5604 | 1 0.01 98.97 5823 | 1 0.01 98.98 6092 | 1 0.01 98.99 6206 | 1 0.01 99.00 6220 | 1 0.01 99.01 6246 | 1 0.01 99.02 6386 | 1 0.01 99.03 6456 | 1 0.01 99.04 6549 | 1 0.01 99.05 6579 | 1 0.01 99.06 6617 | 1 0.01 99.07 6654 | 1 0.01 99.08 6744 | 1 0.01 99.09 6840 | 1 0.01 99.10 6870 | 1 0.01 99.11 7213 | 1 0.01 99.12 7347 | 1 0.01 99.13 7559 | 1 0.01 99.14 7590 | 1 0.01 99.15 7738 | 1 0.01 99.16 8209 | 1 0.01 99.17 8288 | 1 0.01 99.18 8307 | 1 0.01 99.19 8443 | 1 0.01 99.20 8483 | 1 0.01 99.21 8516 | 1 0.01 99.22 8561 | 1 0.01 99.23 8585 | 1 0.01 99.24 8785 | 1 0.01 99.25 9029 | 1 0.01 99.26 9250 | 1 0.01 99.27 9374 | 1 0.01 99.28 9389 | 1 0.01 99.29 9421 | 1 0.01 99.30 9693 | 1 0.01 99.31 10037 | 1 0.01 99.32 10616 | 1 0.01 99.33 10819 | 1 0.01 99.34 10967 | 2 0.02 99.36 11008 | 1 0.01 99.37 11077 | 1 0.01 99.38 11289 | 1 0.01 99.39 11357 | 1 0.01 99.40 11527 | 1 0.01 99.41 11590 | 1 0.01 99.42 11609 | 1 0.01 99.43 11697 | 1 0.01 99.44 11780 | 1 0.01 99.45 11860 | 1 0.01 99.46 12124 | 1 0.01 99.47 12288 | 1 0.01 99.48 12320 | 1 0.01 99.49 12361 | 1 0.01 99.50 13038 | 1 0.01 99.51 13087 | 1 0.01 99.52 13389 | 1 0.01 99.53 13613 | 1 0.01 99.54 13984 | 1 0.01 99.55 14291 | 1 0.01 99.56 14714 | 1 0.01 99.57 15119 | 1 0.01 99.58 15306 | 1 0.01 99.59 16462 | 1 0.01 99.60 16837 | 1 0.01 99.61 17205 | 1 0.01 99.62 17456 | 1 0.01 99.63 18207 | 1 0.01 99.64 19427 | 1 0.01 99.65 19552 | 1 0.01 99.66 19777 | 1 0.01 99.67 19791 | 1 0.01 99.68 20475 | 1 0.01 99.69 20512 | 1 0.01 99.70 20867 | 1 0.01 99.71 20876 | 1 0.01 99.72 21190 | 1 0.01 99.73 21534 | 1 0.01 99.74 22191 | 1 0.01 99.75 23002 | 1 0.01 99.76 23733 | 1 0.01 99.77 25590 | 1 0.01 99.78 25713 | 1 0.01 99.79 26421 | 1 0.01 99.80 27074 | 1 0.01 99.81 28027 | 1 0.01 99.82 29096 | 1 0.01 99.83 29128 | 1 0.01 99.84 29242 | 1 0.01 99.85 29310 | 1 0.01 99.86 33358 | 1 0.01 99.87 37445 | 1 0.01 99.88 38368 | 1 0.01 99.89 44914 | 1 0.01 99.90 45136 | 1 0.01 99.91 51881 | 1 0.01 99.92 55237 | 1 0.01 99.93 65114 | 1 0.01 99.94 70714 | 1 0.01 99.95 83032 | 1 0.01 99.96 84562 | 1 0.01 99.97 131004 | 1 0.01 99.98 144216 | 1 0.01 99.99 153901 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018