Frequencies for first 10,000 rows of a10960 variable in zipcode2013 dataset : Refundable | education | credit | amount | 1040:68 / | 1040A:44 | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,053 50.53 50.53 12 | 1 0.01 50.54 13 | 5 0.05 50.59 14 | 2 0.02 50.61 15 | 4 0.04 50.65 16 | 15 0.15 50.80 17 | 27 0.27 51.07 18 | 36 0.36 51.43 19 | 65 0.65 52.08 20 | 80 0.80 52.88 21 | 91 0.91 53.79 22 | 100 1.00 54.79 23 | 109 1.09 55.88 24 | 107 1.07 56.95 25 | 101 1.01 57.96 26 | 102 1.02 58.98 27 | 110 1.10 60.08 28 | 88 0.88 60.96 29 | 111 1.11 62.07 30 | 91 0.91 62.98 31 | 84 0.84 63.82 32 | 80 0.80 64.62 33 | 89 0.89 65.51 34 | 81 0.81 66.32 35 | 67 0.67 66.99 36 | 87 0.87 67.86 37 | 76 0.76 68.62 38 | 72 0.72 69.34 39 | 71 0.71 70.05 40 | 62 0.62 70.67 41 | 75 0.75 71.42 42 | 43 0.43 71.85 43 | 46 0.46 72.31 44 | 45 0.45 72.76 45 | 41 0.41 73.17 46 | 39 0.39 73.56 47 | 42 0.42 73.98 48 | 38 0.38 74.36 49 | 47 0.47 74.83 50 | 27 0.27 75.10 51 | 33 0.33 75.43 52 | 36 0.36 75.79 53 | 40 0.40 76.19 54 | 31 0.31 76.50 55 | 30 0.30 76.80 56 | 32 0.32 77.12 57 | 28 0.28 77.40 58 | 19 0.19 77.59 59 | 23 0.23 77.82 60 | 30 0.30 78.12 61 | 19 0.19 78.31 62 | 23 0.23 78.54 63 | 31 0.31 78.85 64 | 16 0.16 79.01 65 | 26 0.26 79.27 66 | 16 0.16 79.43 67 | 29 0.29 79.72 68 | 20 0.20 79.92 69 | 25 0.25 80.17 70 | 26 0.26 80.43 71 | 23 0.23 80.66 72 | 25 0.25 80.91 73 | 18 0.18 81.09 74 | 35 0.35 81.44 75 | 25 0.25 81.69 76 | 28 0.28 81.97 77 | 27 0.27 82.24 78 | 15 0.15 82.39 79 | 18 0.18 82.57 80 | 16 0.16 82.73 81 | 27 0.27 83.00 82 | 18 0.18 83.18 83 | 10 0.10 83.28 84 | 12 0.12 83.40 85 | 16 0.16 83.56 86 | 20 0.20 83.76 87 | 17 0.17 83.93 88 | 20 0.20 84.13 89 | 22 0.22 84.35 90 | 17 0.17 84.52 91 | 13 0.13 84.65 92 | 11 0.11 84.76 93 | 19 0.19 84.95 94 | 9 0.09 85.04 95 | 15 0.15 85.19 96 | 15 0.15 85.34 97 | 12 0.12 85.46 98 | 12 0.12 85.58 99 | 12 0.12 85.70 100 | 9 0.09 85.79 101 | 13 0.13 85.92 102 | 12 0.12 86.04 103 | 11 0.11 86.15 104 | 22 0.22 86.37 105 | 17 0.17 86.54 106 | 11 0.11 86.65 107 | 14 0.14 86.79 108 | 16 0.16 86.95 109 | 10 0.10 87.05 110 | 13 0.13 87.18 111 | 15 0.15 87.33 112 | 14 0.14 87.47 113 | 8 0.08 87.55 114 | 9 0.09 87.64 115 | 16 0.16 87.80 116 | 11 0.11 87.91 117 | 7 0.07 87.98 118 | 7 0.07 88.05 119 | 8 0.08 88.13 120 | 6 0.06 88.19 121 | 6 0.06 88.25 122 | 12 0.12 88.37 123 | 13 0.13 88.50 124 | 11 0.11 88.61 125 | 13 0.13 88.74 126 | 8 0.08 88.82 127 | 9 0.09 88.91 128 | 4 0.04 88.95 129 | 15 0.15 89.10 130 | 9 0.09 89.19 131 | 5 0.05 89.24 132 | 8 0.08 89.32 133 | 7 0.07 89.39 134 | 11 0.11 89.50 135 | 11 0.11 89.61 136 | 7 0.07 89.68 137 | 9 0.09 89.77 138 | 8 0.08 89.85 139 | 7 0.07 89.92 140 | 8 0.08 90.00 141 | 9 0.09 90.09 142 | 5 0.05 90.14 143 | 10 0.10 90.24 144 | 9 0.09 90.33 145 | 2 0.02 90.35 146 | 8 0.08 90.43 147 | 5 0.05 90.48 148 | 10 0.10 90.58 149 | 8 0.08 90.66 150 | 4 0.04 90.70 151 | 7 0.07 90.77 152 | 8 0.08 90.85 153 | 4 0.04 90.89 154 | 7 0.07 90.96 155 | 9 0.09 91.05 156 | 7 0.07 91.12 157 | 4 0.04 91.16 158 | 4 0.04 91.20 159 | 7 0.07 91.27 160 | 5 0.05 91.32 161 | 7 0.07 91.39 162 | 5 0.05 91.44 163 | 8 0.08 91.52 164 | 5 0.05 91.57 165 | 8 0.08 91.65 166 | 7 0.07 91.72 167 | 5 0.05 91.77 168 | 4 0.04 91.81 169 | 8 0.08 91.89 170 | 10 0.10 91.99 171 | 5 0.05 92.04 172 | 5 0.05 92.09 173 | 4 0.04 92.13 174 | 4 0.04 92.17 175 | 3 0.03 92.20 176 | 4 0.04 92.24 177 | 5 0.05 92.29 178 | 3 0.03 92.32 179 | 6 0.06 92.38 180 | 2 0.02 92.40 181 | 4 0.04 92.44 182 | 3 0.03 92.47 183 | 3 0.03 92.50 184 | 4 0.04 92.54 185 | 5 0.05 92.59 186 | 5 0.05 92.64 187 | 4 0.04 92.68 188 | 7 0.07 92.75 189 | 5 0.05 92.80 190 | 5 0.05 92.85 191 | 3 0.03 92.88 192 | 7 0.07 92.95 193 | 8 0.08 93.03 194 | 3 0.03 93.06 195 | 3 0.03 93.09 196 | 5 0.05 93.14 197 | 2 0.02 93.16 198 | 1 0.01 93.17 199 | 4 0.04 93.21 200 | 3 0.03 93.24 201 | 2 0.02 93.26 202 | 4 0.04 93.30 203 | 3 0.03 93.33 204 | 1 0.01 93.34 205 | 3 0.03 93.37 206 | 1 0.01 93.38 207 | 3 0.03 93.41 208 | 3 0.03 93.44 209 | 6 0.06 93.50 210 | 1 0.01 93.51 211 | 3 0.03 93.54 212 | 2 0.02 93.56 213 | 5 0.05 93.61 214 | 3 0.03 93.64 215 | 4 0.04 93.68 216 | 3 0.03 93.71 217 | 1 0.01 93.72 218 | 1 0.01 93.73 219 | 4 0.04 93.77 220 | 5 0.05 93.82 221 | 5 0.05 93.87 222 | 4 0.04 93.91 223 | 2 0.02 93.93 224 | 6 0.06 93.99 225 | 2 0.02 94.01 226 | 4 0.04 94.05 227 | 1 0.01 94.06 228 | 3 0.03 94.09 229 | 2 0.02 94.11 230 | 3 0.03 94.14 231 | 3 0.03 94.17 232 | 2 0.02 94.19 233 | 2 0.02 94.21 234 | 3 0.03 94.24 235 | 4 0.04 94.28 236 | 2 0.02 94.30 237 | 1 0.01 94.31 238 | 4 0.04 94.35 239 | 4 0.04 94.39 241 | 2 0.02 94.41 242 | 1 0.01 94.42 243 | 3 0.03 94.45 244 | 2 0.02 94.47 245 | 3 0.03 94.50 246 | 2 0.02 94.52 247 | 1 0.01 94.53 248 | 3 0.03 94.56 249 | 2 0.02 94.58 250 | 3 0.03 94.61 251 | 2 0.02 94.63 252 | 5 0.05 94.68 253 | 3 0.03 94.71 254 | 1 0.01 94.72 255 | 2 0.02 94.74 256 | 3 0.03 94.77 257 | 3 0.03 94.80 258 | 2 0.02 94.82 259 | 3 0.03 94.85 260 | 2 0.02 94.87 261 | 2 0.02 94.89 262 | 3 0.03 94.92 263 | 1 0.01 94.93 264 | 2 0.02 94.95 265 | 1 0.01 94.96 266 | 2 0.02 94.98 267 | 3 0.03 95.01 268 | 2 0.02 95.03 269 | 1 0.01 95.04 270 | 2 0.02 95.06 271 | 3 0.03 95.09 272 | 3 0.03 95.12 273 | 1 0.01 95.13 274 | 2 0.02 95.15 275 | 1 0.01 95.16 276 | 1 0.01 95.17 277 | 2 0.02 95.19 278 | 4 0.04 95.23 281 | 2 0.02 95.25 282 | 2 0.02 95.27 283 | 3 0.03 95.30 284 | 1 0.01 95.31 285 | 4 0.04 95.35 286 | 1 0.01 95.36 289 | 1 0.01 95.37 290 | 1 0.01 95.38 291 | 2 0.02 95.40 293 | 1 0.01 95.41 295 | 1 0.01 95.42 297 | 3 0.03 95.45 298 | 3 0.03 95.48 301 | 3 0.03 95.51 302 | 4 0.04 95.55 303 | 1 0.01 95.56 304 | 1 0.01 95.57 305 | 2 0.02 95.59 306 | 3 0.03 95.62 307 | 2 0.02 95.64 308 | 2 0.02 95.66 309 | 1 0.01 95.67 310 | 1 0.01 95.68 311 | 2 0.02 95.70 312 | 1 0.01 95.71 313 | 1 0.01 95.72 316 | 2 0.02 95.74 317 | 1 0.01 95.75 318 | 3 0.03 95.78 320 | 3 0.03 95.81 321 | 1 0.01 95.82 323 | 2 0.02 95.84 326 | 2 0.02 95.86 327 | 3 0.03 95.89 328 | 3 0.03 95.92 329 | 1 0.01 95.93 333 | 1 0.01 95.94 335 | 1 0.01 95.95 338 | 3 0.03 95.98 339 | 2 0.02 96.00 341 | 1 0.01 96.01 342 | 2 0.02 96.03 343 | 1 0.01 96.04 345 | 2 0.02 96.06 346 | 2 0.02 96.08 348 | 1 0.01 96.09 349 | 1 0.01 96.10 350 | 1 0.01 96.11 352 | 1 0.01 96.12 354 | 3 0.03 96.15 355 | 1 0.01 96.16 356 | 2 0.02 96.18 358 | 1 0.01 96.19 359 | 2 0.02 96.21 360 | 2 0.02 96.23 366 | 2 0.02 96.25 369 | 1 0.01 96.26 371 | 2 0.02 96.28 372 | 1 0.01 96.29 374 | 1 0.01 96.30 378 | 1 0.01 96.31 379 | 2 0.02 96.33 385 | 1 0.01 96.34 387 | 1 0.01 96.35 390 | 1 0.01 96.36 395 | 1 0.01 96.37 398 | 2 0.02 96.39 399 | 2 0.02 96.41 400 | 1 0.01 96.42 401 | 2 0.02 96.44 404 | 2 0.02 96.46 405 | 1 0.01 96.47 409 | 1 0.01 96.48 410 | 1 0.01 96.49 411 | 1 0.01 96.50 412 | 1 0.01 96.51 413 | 1 0.01 96.52 415 | 1 0.01 96.53 416 | 2 0.02 96.55 418 | 2 0.02 96.57 420 | 1 0.01 96.58 423 | 2 0.02 96.60 424 | 1 0.01 96.61 425 | 1 0.01 96.62 426 | 1 0.01 96.63 430 | 1 0.01 96.64 431 | 1 0.01 96.65 433 | 1 0.01 96.66 435 | 1 0.01 96.67 436 | 1 0.01 96.68 438 | 1 0.01 96.69 440 | 1 0.01 96.70 441 | 2 0.02 96.72 443 | 1 0.01 96.73 448 | 1 0.01 96.74 453 | 1 0.01 96.75 457 | 1 0.01 96.76 465 | 2 0.02 96.78 468 | 1 0.01 96.79 470 | 1 0.01 96.80 472 | 1 0.01 96.81 475 | 1 0.01 96.82 476 | 1 0.01 96.83 477 | 1 0.01 96.84 481 | 1 0.01 96.85 482 | 1 0.01 96.86 492 | 1 0.01 96.87 501 | 1 0.01 96.88 502 | 1 0.01 96.89 504 | 1 0.01 96.90 505 | 1 0.01 96.91 515 | 1 0.01 96.92 522 | 1 0.01 96.93 526 | 1 0.01 96.94 532 | 1 0.01 96.95 542 | 1 0.01 96.96 546 | 1 0.01 96.97 548 | 1 0.01 96.98 549 | 1 0.01 96.99 556 | 1 0.01 97.00 558 | 1 0.01 97.01 569 | 1 0.01 97.02 591 | 1 0.01 97.03 609 | 1 0.01 97.04 627 | 1 0.01 97.05 639 | 1 0.01 97.06 641 | 1 0.01 97.07 659 | 1 0.01 97.08 685 | 1 0.01 97.09 707 | 1 0.01 97.10 762 | 1 0.01 97.11 782 | 1 0.01 97.12 813 | 1 0.01 97.13 966 | 1 0.01 97.14 1182 | 1 0.01 97.15 1304 | 1 0.01 97.16 1564 | 2 0.02 97.18 1893 | 1 0.01 97.19 1957 | 1 0.01 97.20 1991 | 1 0.01 97.21 2038 | 1 0.01 97.22 2061 | 1 0.01 97.23 2105 | 1 0.01 97.24 2113 | 1 0.01 97.25 2255 | 1 0.01 97.26 2496 | 1 0.01 97.27 2802 | 1 0.01 97.28 2840 | 1 0.01 97.29 2878 | 1 0.01 97.30 2932 | 1 0.01 97.31 3149 | 1 0.01 97.32 3174 | 1 0.01 97.33 3228 | 1 0.01 97.34 3355 | 1 0.01 97.35 3486 | 1 0.01 97.36 3491 | 1 0.01 97.37 3548 | 1 0.01 97.38 3594 | 1 0.01 97.39 3633 | 1 0.01 97.40 3640 | 1 0.01 97.41 3661 | 1 0.01 97.42 3784 | 1 0.01 97.43 3811 | 1 0.01 97.44 3947 | 1 0.01 97.45 4031 | 1 0.01 97.46 4074 | 1 0.01 97.47 4204 | 1 0.01 97.48 4231 | 1 0.01 97.49 4243 | 1 0.01 97.50 4248 | 1 0.01 97.51 4362 | 1 0.01 97.52 4675 | 1 0.01 97.53 4867 | 1 0.01 97.54 4875 | 1 0.01 97.55 5043 | 1 0.01 97.56 5102 | 1 0.01 97.57 5138 | 1 0.01 97.58 5140 | 1 0.01 97.59 5144 | 1 0.01 97.60 5288 | 1 0.01 97.61 5333 | 1 0.01 97.62 5370 | 1 0.01 97.63 5512 | 1 0.01 97.64 5529 | 1 0.01 97.65 5553 | 1 0.01 97.66 5617 | 1 0.01 97.67 5657 | 1 0.01 97.68 5678 | 1 0.01 97.69 5730 | 1 0.01 97.70 5908 | 1 0.01 97.71 6013 | 1 0.01 97.72 6155 | 1 0.01 97.73 6351 | 1 0.01 97.74 6382 | 1 0.01 97.75 6844 | 1 0.01 97.76 6954 | 1 0.01 97.77 7144 | 1 0.01 97.78 7403 | 1 0.01 97.79 7407 | 1 0.01 97.80 7418 | 1 0.01 97.81 7531 | 1 0.01 97.82 7608 | 1 0.01 97.83 7629 | 1 0.01 97.84 7728 | 1 0.01 97.85 7775 | 1 0.01 97.86 7883 | 1 0.01 97.87 8009 | 1 0.01 97.88 8012 | 1 0.01 97.89 8100 | 1 0.01 97.90 8205 | 1 0.01 97.91 8476 | 1 0.01 97.92 8503 | 1 0.01 97.93 8530 | 1 0.01 97.94 8819 | 1 0.01 97.95 8956 | 1 0.01 97.96 9018 | 1 0.01 97.97 9173 | 1 0.01 97.98 9328 | 1 0.01 97.99 9447 | 1 0.01 98.00 9891 | 1 0.01 98.01 10046 | 1 0.01 98.02 10100 | 1 0.01 98.03 10205 | 1 0.01 98.04 10613 | 1 0.01 98.05 11210 | 1 0.01 98.06 11649 | 1 0.01 98.07 11727 | 1 0.01 98.08 11799 | 1 0.01 98.09 11954 | 1 0.01 98.10 12039 | 1 0.01 98.11 12061 | 1 0.01 98.12 12308 | 1 0.01 98.13 12311 | 1 0.01 98.14 12398 | 1 0.01 98.15 12449 | 1 0.01 98.16 12465 | 1 0.01 98.17 12484 | 1 0.01 98.18 12618 | 1 0.01 98.19 12914 | 1 0.01 98.20 13720 | 1 0.01 98.21 14309 | 1 0.01 98.22 14704 | 1 0.01 98.23 14719 | 1 0.01 98.24 14804 | 1 0.01 98.25 14935 | 1 0.01 98.26 15031 | 1 0.01 98.27 15092 | 1 0.01 98.28 15118 | 1 0.01 98.29 15691 | 1 0.01 98.30 15817 | 1 0.01 98.31 15858 | 1 0.01 98.32 16248 | 1 0.01 98.33 16464 | 1 0.01 98.34 16668 | 1 0.01 98.35 17402 | 1 0.01 98.36 17491 | 1 0.01 98.37 17874 | 1 0.01 98.38 17887 | 1 0.01 98.39 18271 | 1 0.01 98.40 18288 | 1 0.01 98.41 18503 | 1 0.01 98.42 18838 | 1 0.01 98.43 19089 | 1 0.01 98.44 19748 | 1 0.01 98.45 19962 | 1 0.01 98.46 20495 | 1 0.01 98.47 20511 | 1 0.01 98.48 20615 | 1 0.01 98.49 21129 | 1 0.01 98.50 21561 | 1 0.01 98.51 21787 | 1 0.01 98.52 21932 | 1 0.01 98.53 22012 | 1 0.01 98.54 22315 | 1 0.01 98.55 22456 | 1 0.01 98.56 22774 | 1 0.01 98.57 23064 | 1 0.01 98.58 23376 | 1 0.01 98.59 23530 | 1 0.01 98.60 24155 | 1 0.01 98.61 24222 | 1 0.01 98.62 24235 | 1 0.01 98.63 24663 | 1 0.01 98.64 25135 | 1 0.01 98.65 25722 | 1 0.01 98.66 25852 | 1 0.01 98.67 25924 | 1 0.01 98.68 26001 | 1 0.01 98.69 26549 | 1 0.01 98.70 26666 | 1 0.01 98.71 26999 | 1 0.01 98.72 27150 | 1 0.01 98.73 27231 | 1 0.01 98.74 27420 | 1 0.01 98.75 27521 | 1 0.01 98.76 27692 | 1 0.01 98.77 28229 | 1 0.01 98.78 28414 | 1 0.01 98.79 29502 | 1 0.01 98.80 29588 | 1 0.01 98.81 30369 | 1 0.01 98.82 30847 | 1 0.01 98.83 31917 | 1 0.01 98.84 32635 | 1 0.01 98.85 33305 | 1 0.01 98.86 33526 | 1 0.01 98.87 33779 | 1 0.01 98.88 33931 | 1 0.01 98.89 34254 | 1 0.01 98.90 34375 | 1 0.01 98.91 35337 | 1 0.01 98.92 35670 | 1 0.01 98.93 37068 | 1 0.01 98.94 37116 | 1 0.01 98.95 37674 | 1 0.01 98.96 38817 | 1 0.01 98.97 38984 | 1 0.01 98.98 40163 | 1 0.01 98.99 40646 | 1 0.01 99.00 40701 | 1 0.01 99.01 40745 | 1 0.01 99.02 40955 | 1 0.01 99.03 41712 | 1 0.01 99.04 41879 | 1 0.01 99.05 41888 | 1 0.01 99.06 42172 | 1 0.01 99.07 42899 | 1 0.01 99.08 44167 | 1 0.01 99.09 46196 | 1 0.01 99.10 47514 | 1 0.01 99.11 47989 | 1 0.01 99.12 48164 | 1 0.01 99.13 49197 | 1 0.01 99.14 49233 | 1 0.01 99.15 49813 | 1 0.01 99.16 49920 | 1 0.01 99.17 50589 | 1 0.01 99.18 50604 | 1 0.01 99.19 53407 | 1 0.01 99.20 53672 | 1 0.01 99.21 53794 | 1 0.01 99.22 55308 | 1 0.01 99.23 56673 | 1 0.01 99.24 57360 | 1 0.01 99.25 57690 | 1 0.01 99.26 59025 | 1 0.01 99.27 59036 | 1 0.01 99.28 59595 | 1 0.01 99.29 60266 | 1 0.01 99.30 61676 | 1 0.01 99.31 61695 | 1 0.01 99.32 62054 | 1 0.01 99.33 64044 | 1 0.01 99.34 67970 | 1 0.01 99.35 69777 | 1 0.01 99.36 69949 | 1 0.01 99.37 71119 | 1 0.01 99.38 72382 | 1 0.01 99.39 72573 | 1 0.01 99.40 76412 | 1 0.01 99.41 78384 | 1 0.01 99.42 79621 | 1 0.01 99.43 79624 | 1 0.01 99.44 80445 | 1 0.01 99.45 83059 | 1 0.01 99.46 83165 | 1 0.01 99.47 84297 | 1 0.01 99.48 91664 | 1 0.01 99.49 93102 | 1 0.01 99.50 103199 | 1 0.01 99.51 105439 | 1 0.01 99.52 109383 | 1 0.01 99.53 120854 | 1 0.01 99.54 121861 | 1 0.01 99.55 124724 | 1 0.01 99.56 131136 | 1 0.01 99.57 143969 | 1 0.01 99.58 151176 | 1 0.01 99.59 168305 | 1 0.01 99.60 175248 | 1 0.01 99.61 188342 | 1 0.01 99.62 195307 | 1 0.01 99.63 213880 | 1 0.01 99.64 336490 | 1 0.01 99.65 384860 | 1 0.01 99.66 397119 | 1 0.01 99.67 . | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017