Frequencies for first 10,000 rows of a10960 variable in zipcode2016 dataset : Refundable | education | credit | amount | 1040:68 / | 1040A:44 | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,727 57.27 57.27 13 | 1 0.01 57.28 14 | 1 0.01 57.29 15 | 3 0.03 57.32 16 | 16 0.16 57.48 17 | 23 0.23 57.71 18 | 37 0.37 58.08 19 | 64 0.64 58.72 20 | 77 0.77 59.49 21 | 85 0.85 60.34 22 | 88 0.88 61.22 23 | 102 1.02 62.24 24 | 112 1.12 63.36 25 | 98 0.98 64.34 26 | 90 0.90 65.24 27 | 103 1.03 66.27 28 | 94 0.94 67.21 29 | 85 0.85 68.06 30 | 81 0.81 68.87 31 | 79 0.79 69.66 32 | 93 0.93 70.59 33 | 74 0.74 71.33 34 | 74 0.74 72.07 35 | 74 0.74 72.81 36 | 74 0.74 73.55 37 | 58 0.58 74.13 38 | 70 0.70 74.83 39 | 62 0.62 75.45 40 | 63 0.63 76.08 41 | 53 0.53 76.61 42 | 43 0.43 77.04 43 | 51 0.51 77.55 44 | 47 0.47 78.02 45 | 37 0.37 78.39 46 | 34 0.34 78.73 47 | 27 0.27 79.00 48 | 27 0.27 79.27 49 | 40 0.40 79.67 50 | 32 0.32 79.99 51 | 37 0.37 80.36 52 | 28 0.28 80.64 53 | 28 0.28 80.92 54 | 27 0.27 81.19 55 | 17 0.17 81.36 56 | 25 0.25 81.61 57 | 30 0.30 81.91 58 | 21 0.21 82.12 59 | 24 0.24 82.36 60 | 26 0.26 82.62 61 | 25 0.25 82.87 62 | 20 0.20 83.07 63 | 28 0.28 83.35 64 | 17 0.17 83.52 65 | 25 0.25 83.77 66 | 21 0.21 83.98 67 | 20 0.20 84.18 68 | 19 0.19 84.37 69 | 29 0.29 84.66 70 | 16 0.16 84.82 71 | 27 0.27 85.09 72 | 20 0.20 85.29 73 | 15 0.15 85.44 74 | 17 0.17 85.61 75 | 22 0.22 85.83 76 | 18 0.18 86.01 77 | 13 0.13 86.14 78 | 11 0.11 86.25 79 | 21 0.21 86.46 80 | 19 0.19 86.65 81 | 13 0.13 86.78 82 | 14 0.14 86.92 83 | 26 0.26 87.18 84 | 10 0.10 87.28 85 | 16 0.16 87.44 86 | 18 0.18 87.62 87 | 14 0.14 87.76 88 | 13 0.13 87.89 89 | 17 0.17 88.06 90 | 13 0.13 88.19 91 | 9 0.09 88.28 92 | 14 0.14 88.42 93 | 11 0.11 88.53 94 | 8 0.08 88.61 95 | 12 0.12 88.73 96 | 14 0.14 88.87 97 | 22 0.22 89.09 98 | 8 0.08 89.17 99 | 13 0.13 89.30 100 | 8 0.08 89.38 101 | 6 0.06 89.44 102 | 11 0.11 89.55 103 | 6 0.06 89.61 104 | 7 0.07 89.68 105 | 8 0.08 89.76 106 | 6 0.06 89.82 107 | 7 0.07 89.89 108 | 8 0.08 89.97 109 | 8 0.08 90.05 110 | 11 0.11 90.16 111 | 9 0.09 90.25 112 | 11 0.11 90.36 113 | 10 0.10 90.46 114 | 15 0.15 90.61 115 | 9 0.09 90.70 116 | 15 0.15 90.85 117 | 10 0.10 90.95 118 | 11 0.11 91.06 119 | 10 0.10 91.16 120 | 8 0.08 91.24 121 | 5 0.05 91.29 122 | 5 0.05 91.34 123 | 2 0.02 91.36 124 | 2 0.02 91.38 125 | 8 0.08 91.46 126 | 11 0.11 91.57 127 | 10 0.10 91.67 128 | 7 0.07 91.74 129 | 7 0.07 91.81 130 | 7 0.07 91.88 131 | 6 0.06 91.94 132 | 2 0.02 91.96 133 | 5 0.05 92.01 134 | 11 0.11 92.12 135 | 6 0.06 92.18 136 | 3 0.03 92.21 137 | 3 0.03 92.24 138 | 6 0.06 92.30 139 | 7 0.07 92.37 140 | 10 0.10 92.47 141 | 9 0.09 92.56 142 | 4 0.04 92.60 143 | 2 0.02 92.62 144 | 6 0.06 92.68 145 | 8 0.08 92.76 146 | 4 0.04 92.80 147 | 6 0.06 92.86 148 | 4 0.04 92.90 149 | 8 0.08 92.98 150 | 8 0.08 93.06 151 | 10 0.10 93.16 152 | 5 0.05 93.21 153 | 2 0.02 93.23 154 | 2 0.02 93.25 155 | 3 0.03 93.28 156 | 4 0.04 93.32 157 | 6 0.06 93.38 158 | 2 0.02 93.40 159 | 5 0.05 93.45 160 | 2 0.02 93.47 161 | 4 0.04 93.51 162 | 3 0.03 93.54 164 | 4 0.04 93.58 165 | 2 0.02 93.60 166 | 6 0.06 93.66 167 | 7 0.07 93.73 168 | 3 0.03 93.76 169 | 4 0.04 93.80 170 | 3 0.03 93.83 171 | 5 0.05 93.88 172 | 4 0.04 93.92 173 | 6 0.06 93.98 174 | 7 0.07 94.05 175 | 4 0.04 94.09 176 | 1 0.01 94.10 177 | 1 0.01 94.11 178 | 4 0.04 94.15 179 | 3 0.03 94.18 180 | 4 0.04 94.22 181 | 3 0.03 94.25 182 | 2 0.02 94.27 183 | 2 0.02 94.29 184 | 5 0.05 94.34 185 | 5 0.05 94.39 186 | 1 0.01 94.40 187 | 2 0.02 94.42 188 | 5 0.05 94.47 189 | 6 0.06 94.53 190 | 3 0.03 94.56 191 | 3 0.03 94.59 192 | 1 0.01 94.60 193 | 4 0.04 94.64 194 | 4 0.04 94.68 195 | 6 0.06 94.74 196 | 1 0.01 94.75 198 | 1 0.01 94.76 199 | 4 0.04 94.80 200 | 3 0.03 94.83 201 | 2 0.02 94.85 202 | 2 0.02 94.87 203 | 3 0.03 94.90 204 | 5 0.05 94.95 205 | 2 0.02 94.97 206 | 2 0.02 94.99 207 | 3 0.03 95.02 208 | 2 0.02 95.04 209 | 2 0.02 95.06 210 | 3 0.03 95.09 211 | 3 0.03 95.12 212 | 5 0.05 95.17 214 | 4 0.04 95.21 215 | 3 0.03 95.24 216 | 4 0.04 95.28 217 | 3 0.03 95.31 218 | 1 0.01 95.32 219 | 3 0.03 95.35 220 | 3 0.03 95.38 221 | 2 0.02 95.40 222 | 3 0.03 95.43 223 | 2 0.02 95.45 225 | 3 0.03 95.48 226 | 1 0.01 95.49 227 | 1 0.01 95.50 228 | 3 0.03 95.53 229 | 2 0.02 95.55 230 | 1 0.01 95.56 233 | 2 0.02 95.58 234 | 4 0.04 95.62 235 | 3 0.03 95.65 237 | 2 0.02 95.67 239 | 1 0.01 95.68 242 | 4 0.04 95.72 243 | 3 0.03 95.75 244 | 3 0.03 95.78 245 | 3 0.03 95.81 246 | 3 0.03 95.84 247 | 1 0.01 95.85 248 | 2 0.02 95.87 250 | 2 0.02 95.89 251 | 2 0.02 95.91 252 | 1 0.01 95.92 253 | 3 0.03 95.95 254 | 1 0.01 95.96 256 | 2 0.02 95.98 257 | 3 0.03 96.01 259 | 3 0.03 96.04 260 | 2 0.02 96.06 261 | 2 0.02 96.08 263 | 1 0.01 96.09 264 | 4 0.04 96.13 265 | 2 0.02 96.15 266 | 1 0.01 96.16 267 | 1 0.01 96.17 268 | 1 0.01 96.18 270 | 3 0.03 96.21 271 | 3 0.03 96.24 272 | 1 0.01 96.25 274 | 1 0.01 96.26 275 | 1 0.01 96.27 276 | 1 0.01 96.28 277 | 1 0.01 96.29 278 | 1 0.01 96.30 279 | 1 0.01 96.31 281 | 2 0.02 96.33 282 | 1 0.01 96.34 284 | 1 0.01 96.35 285 | 3 0.03 96.38 287 | 3 0.03 96.41 288 | 4 0.04 96.45 293 | 4 0.04 96.49 296 | 3 0.03 96.52 298 | 1 0.01 96.53 299 | 2 0.02 96.55 301 | 2 0.02 96.57 303 | 1 0.01 96.58 304 | 2 0.02 96.60 305 | 1 0.01 96.61 307 | 2 0.02 96.63 309 | 2 0.02 96.65 310 | 2 0.02 96.67 315 | 3 0.03 96.70 316 | 1 0.01 96.71 317 | 1 0.01 96.72 318 | 1 0.01 96.73 322 | 1 0.01 96.74 323 | 1 0.01 96.75 325 | 1 0.01 96.76 328 | 1 0.01 96.77 329 | 1 0.01 96.78 330 | 1 0.01 96.79 331 | 3 0.03 96.82 336 | 1 0.01 96.83 338 | 4 0.04 96.87 340 | 1 0.01 96.88 342 | 1 0.01 96.89 347 | 3 0.03 96.92 350 | 2 0.02 96.94 352 | 1 0.01 96.95 353 | 1 0.01 96.96 354 | 1 0.01 96.97 358 | 3 0.03 97.00 359 | 2 0.02 97.02 360 | 1 0.01 97.03 361 | 1 0.01 97.04 369 | 2 0.02 97.06 373 | 1 0.01 97.07 376 | 1 0.01 97.08 378 | 1 0.01 97.09 383 | 2 0.02 97.11 386 | 1 0.01 97.12 388 | 2 0.02 97.14 391 | 1 0.01 97.15 394 | 1 0.01 97.16 396 | 1 0.01 97.17 402 | 1 0.01 97.18 405 | 1 0.01 97.19 406 | 2 0.02 97.21 412 | 1 0.01 97.22 416 | 1 0.01 97.23 422 | 1 0.01 97.24 423 | 1 0.01 97.25 429 | 1 0.01 97.26 430 | 1 0.01 97.27 432 | 1 0.01 97.28 434 | 1 0.01 97.29 445 | 1 0.01 97.30 458 | 1 0.01 97.31 465 | 1 0.01 97.32 481 | 2 0.02 97.34 486 | 1 0.01 97.35 494 | 2 0.02 97.37 500 | 1 0.01 97.38 519 | 2 0.02 97.40 543 | 1 0.01 97.41 571 | 1 0.01 97.42 577 | 1 0.01 97.43 603 | 1 0.01 97.44 610 | 1 0.01 97.45 667 | 1 0.01 97.46 721 | 1 0.01 97.47 958 | 1 0.01 97.48 1140 | 1 0.01 97.49 1174 | 1 0.01 97.50 1455 | 1 0.01 97.51 1538 | 1 0.01 97.52 1539 | 1 0.01 97.53 1544 | 1 0.01 97.54 1660 | 1 0.01 97.55 1823 | 1 0.01 97.56 1828 | 1 0.01 97.57 1987 | 1 0.01 97.58 2005 | 1 0.01 97.59 2140 | 1 0.01 97.60 2223 | 1 0.01 97.61 2285 | 1 0.01 97.62 2394 | 1 0.01 97.63 2461 | 1 0.01 97.64 2509 | 1 0.01 97.65 2558 | 1 0.01 97.66 2795 | 1 0.01 97.67 2862 | 1 0.01 97.68 2879 | 1 0.01 97.69 2952 | 1 0.01 97.70 3002 | 1 0.01 97.71 3032 | 1 0.01 97.72 3085 | 1 0.01 97.73 3095 | 1 0.01 97.74 3143 | 1 0.01 97.75 3199 | 1 0.01 97.76 3218 | 1 0.01 97.77 3338 | 1 0.01 97.78 3417 | 1 0.01 97.79 3497 | 1 0.01 97.80 3547 | 1 0.01 97.81 3671 | 1 0.01 97.82 3744 | 1 0.01 97.83 3759 | 1 0.01 97.84 3791 | 1 0.01 97.85 3812 | 1 0.01 97.86 3964 | 1 0.01 97.87 3973 | 1 0.01 97.88 3988 | 1 0.01 97.89 4352 | 1 0.01 97.90 4533 | 1 0.01 97.91 4579 | 1 0.01 97.92 4610 | 1 0.01 97.93 4646 | 1 0.01 97.94 4672 | 1 0.01 97.95 4751 | 1 0.01 97.96 4828 | 1 0.01 97.97 4962 | 1 0.01 97.98 4966 | 1 0.01 97.99 5028 | 1 0.01 98.00 5140 | 1 0.01 98.01 5150 | 1 0.01 98.02 5235 | 1 0.01 98.03 5333 | 1 0.01 98.04 5526 | 1 0.01 98.05 5562 | 1 0.01 98.06 5599 | 1 0.01 98.07 5610 | 1 0.01 98.08 5736 | 1 0.01 98.09 5962 | 1 0.01 98.10 6109 | 1 0.01 98.11 6115 | 1 0.01 98.12 6455 | 1 0.01 98.13 6471 | 1 0.01 98.14 6549 | 1 0.01 98.15 6712 | 1 0.01 98.16 6892 | 1 0.01 98.17 6972 | 1 0.01 98.18 7170 | 1 0.01 98.19 7294 | 1 0.01 98.20 7392 | 1 0.01 98.21 7403 | 1 0.01 98.22 7587 | 1 0.01 98.23 7589 | 1 0.01 98.24 7670 | 1 0.01 98.25 7730 | 1 0.01 98.26 7779 | 1 0.01 98.27 7822 | 1 0.01 98.28 7899 | 1 0.01 98.29 7916 | 1 0.01 98.30 8348 | 1 0.01 98.31 8352 | 1 0.01 98.32 8459 | 1 0.01 98.33 8498 | 1 0.01 98.34 8781 | 1 0.01 98.35 8830 | 1 0.01 98.36 8840 | 1 0.01 98.37 9518 | 1 0.01 98.38 9565 | 1 0.01 98.39 9580 | 1 0.01 98.40 9937 | 1 0.01 98.41 10066 | 1 0.01 98.42 10075 | 1 0.01 98.43 10430 | 1 0.01 98.44 10804 | 1 0.01 98.45 11117 | 1 0.01 98.46 11126 | 1 0.01 98.47 11478 | 1 0.01 98.48 11561 | 1 0.01 98.49 11731 | 1 0.01 98.50 11933 | 1 0.01 98.51 12204 | 1 0.01 98.52 12228 | 1 0.01 98.53 12606 | 1 0.01 98.54 12854 | 1 0.01 98.55 13050 | 1 0.01 98.56 13247 | 1 0.01 98.57 13477 | 1 0.01 98.58 13502 | 1 0.01 98.59 13759 | 1 0.01 98.60 13830 | 1 0.01 98.61 13998 | 1 0.01 98.62 14090 | 1 0.01 98.63 14223 | 1 0.01 98.64 14385 | 1 0.01 98.65 14920 | 1 0.01 98.66 15355 | 1 0.01 98.67 15434 | 1 0.01 98.68 15460 | 1 0.01 98.69 15581 | 1 0.01 98.70 15588 | 1 0.01 98.71 15620 | 1 0.01 98.72 15641 | 1 0.01 98.73 15847 | 1 0.01 98.74 16685 | 1 0.01 98.75 16918 | 1 0.01 98.76 17374 | 1 0.01 98.77 17714 | 1 0.01 98.78 17724 | 1 0.01 98.79 17844 | 1 0.01 98.80 17867 | 1 0.01 98.81 18199 | 1 0.01 98.82 18298 | 1 0.01 98.83 18581 | 1 0.01 98.84 18636 | 1 0.01 98.85 18759 | 1 0.01 98.86 19262 | 1 0.01 98.87 19421 | 1 0.01 98.88 19423 | 1 0.01 98.89 19737 | 1 0.01 98.90 19988 | 1 0.01 98.91 20312 | 1 0.01 98.92 20324 | 1 0.01 98.93 21000 | 1 0.01 98.94 21053 | 1 0.01 98.95 21074 | 1 0.01 98.96 21510 | 1 0.01 98.97 22496 | 1 0.01 98.98 22690 | 1 0.01 98.99 22758 | 1 0.01 99.00 22888 | 1 0.01 99.01 23063 | 1 0.01 99.02 23453 | 1 0.01 99.03 23826 | 1 0.01 99.04 23932 | 1 0.01 99.05 23973 | 1 0.01 99.06 24159 | 1 0.01 99.07 24217 | 1 0.01 99.08 24325 | 1 0.01 99.09 24342 | 1 0.01 99.10 25966 | 1 0.01 99.11 26155 | 1 0.01 99.12 26625 | 1 0.01 99.13 27048 | 1 0.01 99.14 27540 | 1 0.01 99.15 28304 | 1 0.01 99.16 28399 | 1 0.01 99.17 28530 | 1 0.01 99.18 28569 | 1 0.01 99.19 28588 | 1 0.01 99.20 29040 | 1 0.01 99.21 30651 | 1 0.01 99.22 30884 | 1 0.01 99.23 30970 | 1 0.01 99.24 33029 | 1 0.01 99.25 33124 | 1 0.01 99.26 33149 | 1 0.01 99.27 33268 | 1 0.01 99.28 33762 | 1 0.01 99.29 34299 | 1 0.01 99.30 34621 | 1 0.01 99.31 35221 | 1 0.01 99.32 35336 | 1 0.01 99.33 35531 | 1 0.01 99.34 35717 | 1 0.01 99.35 35823 | 1 0.01 99.36 36268 | 1 0.01 99.37 36386 | 1 0.01 99.38 37295 | 1 0.01 99.39 37346 | 1 0.01 99.40 37443 | 1 0.01 99.41 38223 | 1 0.01 99.42 38665 | 1 0.01 99.43 38799 | 1 0.01 99.44 38864 | 1 0.01 99.45 39665 | 1 0.01 99.46 40364 | 1 0.01 99.47 40451 | 1 0.01 99.48 41262 | 1 0.01 99.49 44591 | 1 0.01 99.50 44662 | 1 0.01 99.51 45111 | 1 0.01 99.52 45114 | 1 0.01 99.53 45122 | 1 0.01 99.54 46222 | 1 0.01 99.55 46430 | 1 0.01 99.56 46639 | 1 0.01 99.57 47815 | 1 0.01 99.58 48674 | 1 0.01 99.59 50612 | 1 0.01 99.60 51774 | 1 0.01 99.61 54030 | 1 0.01 99.62 54356 | 1 0.01 99.63 55108 | 1 0.01 99.64 56333 | 1 0.01 99.65 56898 | 1 0.01 99.66 57108 | 1 0.01 99.67 57467 | 1 0.01 99.68 59483 | 1 0.01 99.69 60965 | 1 0.01 99.70 61289 | 1 0.01 99.71 64126 | 1 0.01 99.72 64279 | 1 0.01 99.73 64717 | 1 0.01 99.74 68276 | 1 0.01 99.75 70270 | 1 0.01 99.76 70838 | 1 0.01 99.77 71233 | 1 0.01 99.78 71282 | 1 0.01 99.79 71778 | 1 0.01 99.80 76084 | 1 0.01 99.81 78262 | 1 0.01 99.82 82003 | 1 0.01 99.83 87928 | 1 0.01 99.84 89770 | 1 0.01 99.85 92336 | 1 0.01 99.86 93697 | 1 0.01 99.87 104090 | 1 0.01 99.88 107772 | 1 0.01 99.89 108364 | 1 0.01 99.90 119276 | 1 0.01 99.91 138569 | 1 0.01 99.92 141735 | 1 0.01 99.93 146001 | 1 0.01 99.94 147528 | 1 0.01 99.95 165547 | 1 0.01 99.96 190698 | 1 0.01 99.97 259814 | 1 0.01 99.98 268750 | 1 0.01 99.99 285053 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018