Frequencies for first 10,000 rows of a10960 variable in zipcode2015 dataset : Refundable | education | credit | amount | 1040:68 / | 1040A:44 | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,204 52.04 52.04 14 | 3 0.03 52.07 15 | 7 0.07 52.14 16 | 18 0.18 52.32 17 | 26 0.26 52.58 18 | 47 0.47 53.05 19 | 60 0.60 53.65 20 | 94 0.94 54.59 21 | 89 0.89 55.48 22 | 119 1.19 56.67 23 | 120 1.20 57.87 24 | 97 0.97 58.84 25 | 101 1.01 59.85 26 | 108 1.08 60.93 27 | 109 1.09 62.02 28 | 105 1.05 63.07 29 | 95 0.95 64.02 30 | 90 0.90 64.92 31 | 98 0.98 65.90 32 | 87 0.87 66.77 33 | 85 0.85 67.62 34 | 73 0.73 68.35 35 | 82 0.82 69.17 36 | 79 0.79 69.96 37 | 69 0.69 70.65 38 | 54 0.54 71.19 39 | 48 0.48 71.67 40 | 62 0.62 72.29 41 | 45 0.45 72.74 42 | 57 0.57 73.31 43 | 56 0.56 73.87 44 | 48 0.48 74.35 45 | 38 0.38 74.73 46 | 47 0.47 75.20 47 | 34 0.34 75.54 48 | 35 0.35 75.89 49 | 46 0.46 76.35 50 | 33 0.33 76.68 51 | 28 0.28 76.96 52 | 24 0.24 77.20 53 | 35 0.35 77.55 54 | 34 0.34 77.89 55 | 19 0.19 78.08 56 | 35 0.35 78.43 57 | 24 0.24 78.67 58 | 26 0.26 78.93 59 | 30 0.30 79.23 60 | 25 0.25 79.48 61 | 33 0.33 79.81 62 | 21 0.21 80.02 63 | 24 0.24 80.26 64 | 23 0.23 80.49 65 | 32 0.32 80.81 66 | 25 0.25 81.06 67 | 25 0.25 81.31 68 | 26 0.26 81.57 69 | 32 0.32 81.89 70 | 27 0.27 82.16 71 | 28 0.28 82.44 72 | 15 0.15 82.59 73 | 17 0.17 82.76 74 | 22 0.22 82.98 75 | 19 0.19 83.17 76 | 17 0.17 83.34 77 | 19 0.19 83.53 78 | 24 0.24 83.77 79 | 12 0.12 83.89 80 | 20 0.20 84.09 81 | 15 0.15 84.24 82 | 14 0.14 84.38 83 | 18 0.18 84.56 84 | 23 0.23 84.79 85 | 22 0.22 85.01 86 | 19 0.19 85.20 87 | 9 0.09 85.29 88 | 15 0.15 85.44 89 | 18 0.18 85.62 90 | 16 0.16 85.78 91 | 11 0.11 85.89 92 | 21 0.21 86.10 93 | 18 0.18 86.28 94 | 10 0.10 86.38 95 | 16 0.16 86.54 96 | 13 0.13 86.67 97 | 13 0.13 86.80 98 | 12 0.12 86.92 99 | 12 0.12 87.04 100 | 9 0.09 87.13 101 | 15 0.15 87.28 102 | 10 0.10 87.38 103 | 18 0.18 87.56 104 | 12 0.12 87.68 105 | 10 0.10 87.78 106 | 11 0.11 87.89 107 | 10 0.10 87.99 108 | 22 0.22 88.21 109 | 12 0.12 88.33 110 | 11 0.11 88.44 111 | 7 0.07 88.51 112 | 11 0.11 88.62 113 | 5 0.05 88.67 114 | 8 0.08 88.75 115 | 9 0.09 88.84 116 | 12 0.12 88.96 117 | 11 0.11 89.07 118 | 11 0.11 89.18 119 | 14 0.14 89.32 120 | 4 0.04 89.36 121 | 8 0.08 89.44 122 | 10 0.10 89.54 123 | 10 0.10 89.64 124 | 6 0.06 89.70 125 | 10 0.10 89.80 126 | 10 0.10 89.90 127 | 12 0.12 90.02 128 | 7 0.07 90.09 129 | 10 0.10 90.19 130 | 7 0.07 90.26 131 | 7 0.07 90.33 132 | 8 0.08 90.41 133 | 7 0.07 90.48 134 | 6 0.06 90.54 135 | 15 0.15 90.69 136 | 6 0.06 90.75 137 | 7 0.07 90.82 138 | 6 0.06 90.88 139 | 5 0.05 90.93 140 | 5 0.05 90.98 141 | 10 0.10 91.08 142 | 7 0.07 91.15 143 | 8 0.08 91.23 144 | 5 0.05 91.28 145 | 4 0.04 91.32 146 | 4 0.04 91.36 147 | 8 0.08 91.44 148 | 3 0.03 91.47 149 | 7 0.07 91.54 150 | 3 0.03 91.57 151 | 5 0.05 91.62 152 | 9 0.09 91.71 153 | 9 0.09 91.80 154 | 4 0.04 91.84 155 | 5 0.05 91.89 156 | 10 0.10 91.99 157 | 4 0.04 92.03 158 | 10 0.10 92.13 159 | 5 0.05 92.18 160 | 5 0.05 92.23 161 | 5 0.05 92.28 162 | 7 0.07 92.35 163 | 7 0.07 92.42 164 | 5 0.05 92.47 165 | 3 0.03 92.50 166 | 2 0.02 92.52 167 | 5 0.05 92.57 168 | 7 0.07 92.64 169 | 6 0.06 92.70 170 | 7 0.07 92.77 171 | 4 0.04 92.81 172 | 5 0.05 92.86 173 | 6 0.06 92.92 174 | 9 0.09 93.01 175 | 6 0.06 93.07 176 | 7 0.07 93.14 177 | 5 0.05 93.19 178 | 1 0.01 93.20 179 | 3 0.03 93.23 180 | 3 0.03 93.26 181 | 1 0.01 93.27 182 | 2 0.02 93.29 183 | 2 0.02 93.31 184 | 2 0.02 93.33 185 | 3 0.03 93.36 186 | 5 0.05 93.41 187 | 7 0.07 93.48 188 | 4 0.04 93.52 189 | 4 0.04 93.56 190 | 4 0.04 93.60 191 | 1 0.01 93.61 192 | 2 0.02 93.63 193 | 2 0.02 93.65 194 | 1 0.01 93.66 195 | 5 0.05 93.71 196 | 5 0.05 93.76 197 | 3 0.03 93.79 198 | 6 0.06 93.85 199 | 3 0.03 93.88 200 | 3 0.03 93.91 201 | 4 0.04 93.95 203 | 2 0.02 93.97 204 | 2 0.02 93.99 205 | 5 0.05 94.04 206 | 2 0.02 94.06 207 | 5 0.05 94.11 208 | 4 0.04 94.15 209 | 4 0.04 94.19 210 | 4 0.04 94.23 211 | 3 0.03 94.26 212 | 5 0.05 94.31 213 | 2 0.02 94.33 214 | 4 0.04 94.37 215 | 2 0.02 94.39 216 | 2 0.02 94.41 217 | 1 0.01 94.42 218 | 3 0.03 94.45 219 | 4 0.04 94.49 220 | 3 0.03 94.52 221 | 3 0.03 94.55 222 | 5 0.05 94.60 223 | 1 0.01 94.61 224 | 3 0.03 94.64 225 | 5 0.05 94.69 226 | 4 0.04 94.73 227 | 3 0.03 94.76 228 | 2 0.02 94.78 229 | 2 0.02 94.80 230 | 3 0.03 94.83 232 | 2 0.02 94.85 233 | 1 0.01 94.86 234 | 3 0.03 94.89 235 | 5 0.05 94.94 236 | 1 0.01 94.95 238 | 4 0.04 94.99 239 | 3 0.03 95.02 240 | 1 0.01 95.03 241 | 2 0.02 95.05 242 | 2 0.02 95.07 243 | 1 0.01 95.08 244 | 2 0.02 95.10 245 | 3 0.03 95.13 246 | 1 0.01 95.14 247 | 1 0.01 95.15 248 | 3 0.03 95.18 249 | 2 0.02 95.20 250 | 3 0.03 95.23 251 | 2 0.02 95.25 252 | 2 0.02 95.27 253 | 3 0.03 95.30 254 | 1 0.01 95.31 255 | 2 0.02 95.33 256 | 4 0.04 95.37 257 | 2 0.02 95.39 258 | 2 0.02 95.41 261 | 2 0.02 95.43 262 | 2 0.02 95.45 263 | 3 0.03 95.48 265 | 2 0.02 95.50 266 | 1 0.01 95.51 267 | 1 0.01 95.52 268 | 4 0.04 95.56 269 | 1 0.01 95.57 270 | 1 0.01 95.58 271 | 5 0.05 95.63 273 | 5 0.05 95.68 274 | 2 0.02 95.70 275 | 3 0.03 95.73 276 | 2 0.02 95.75 278 | 1 0.01 95.76 279 | 2 0.02 95.78 280 | 1 0.01 95.79 282 | 2 0.02 95.81 283 | 1 0.01 95.82 284 | 3 0.03 95.85 285 | 2 0.02 95.87 286 | 2 0.02 95.89 287 | 1 0.01 95.90 288 | 1 0.01 95.91 289 | 3 0.03 95.94 291 | 3 0.03 95.97 292 | 1 0.01 95.98 293 | 2 0.02 96.00 295 | 1 0.01 96.01 296 | 2 0.02 96.03 297 | 1 0.01 96.04 300 | 1 0.01 96.05 302 | 4 0.04 96.09 303 | 2 0.02 96.11 304 | 1 0.01 96.12 305 | 1 0.01 96.13 308 | 3 0.03 96.16 309 | 1 0.01 96.17 310 | 2 0.02 96.19 311 | 1 0.01 96.20 312 | 3 0.03 96.23 313 | 2 0.02 96.25 314 | 2 0.02 96.27 316 | 1 0.01 96.28 318 | 1 0.01 96.29 319 | 1 0.01 96.30 320 | 2 0.02 96.32 321 | 5 0.05 96.37 323 | 1 0.01 96.38 324 | 1 0.01 96.39 325 | 1 0.01 96.40 326 | 2 0.02 96.42 327 | 1 0.01 96.43 329 | 2 0.02 96.45 331 | 1 0.01 96.46 332 | 2 0.02 96.48 333 | 1 0.01 96.49 335 | 2 0.02 96.51 336 | 1 0.01 96.52 338 | 2 0.02 96.54 342 | 1 0.01 96.55 345 | 1 0.01 96.56 347 | 1 0.01 96.57 348 | 1 0.01 96.58 350 | 3 0.03 96.61 354 | 4 0.04 96.65 355 | 1 0.01 96.66 356 | 1 0.01 96.67 358 | 4 0.04 96.71 359 | 1 0.01 96.72 360 | 3 0.03 96.75 361 | 1 0.01 96.76 364 | 2 0.02 96.78 366 | 1 0.01 96.79 367 | 1 0.01 96.80 368 | 1 0.01 96.81 370 | 1 0.01 96.82 377 | 2 0.02 96.84 378 | 1 0.01 96.85 379 | 1 0.01 96.86 380 | 2 0.02 96.88 382 | 1 0.01 96.89 385 | 1 0.01 96.90 389 | 1 0.01 96.91 393 | 2 0.02 96.93 397 | 1 0.01 96.94 398 | 1 0.01 96.95 401 | 1 0.01 96.96 405 | 1 0.01 96.97 411 | 1 0.01 96.98 415 | 1 0.01 96.99 416 | 1 0.01 97.00 417 | 1 0.01 97.01 419 | 1 0.01 97.02 425 | 1 0.01 97.03 426 | 1 0.01 97.04 428 | 1 0.01 97.05 434 | 1 0.01 97.06 437 | 1 0.01 97.07 439 | 1 0.01 97.08 441 | 1 0.01 97.09 445 | 1 0.01 97.10 449 | 1 0.01 97.11 452 | 1 0.01 97.12 453 | 1 0.01 97.13 457 | 2 0.02 97.15 458 | 1 0.01 97.16 460 | 1 0.01 97.17 461 | 1 0.01 97.18 464 | 2 0.02 97.20 466 | 1 0.01 97.21 474 | 2 0.02 97.23 475 | 1 0.01 97.24 476 | 1 0.01 97.25 477 | 2 0.02 97.27 484 | 1 0.01 97.28 486 | 1 0.01 97.29 498 | 1 0.01 97.30 505 | 1 0.01 97.31 507 | 1 0.01 97.32 522 | 1 0.01 97.33 539 | 1 0.01 97.34 562 | 1 0.01 97.35 568 | 1 0.01 97.36 575 | 1 0.01 97.37 584 | 1 0.01 97.38 612 | 1 0.01 97.39 615 | 1 0.01 97.40 638 | 1 0.01 97.41 644 | 1 0.01 97.42 692 | 1 0.01 97.43 703 | 1 0.01 97.44 719 | 1 0.01 97.45 733 | 1 0.01 97.46 768 | 1 0.01 97.47 950 | 1 0.01 97.48 1134 | 1 0.01 97.49 1351 | 1 0.01 97.50 1366 | 1 0.01 97.51 1482 | 1 0.01 97.52 1673 | 1 0.01 97.53 1682 | 1 0.01 97.54 1980 | 1 0.01 97.55 1987 | 1 0.01 97.56 2008 | 1 0.01 97.57 2131 | 1 0.01 97.58 2166 | 1 0.01 97.59 2396 | 1 0.01 97.60 2436 | 1 0.01 97.61 2467 | 1 0.01 97.62 2512 | 1 0.01 97.63 2580 | 1 0.01 97.64 2693 | 1 0.01 97.65 2896 | 1 0.01 97.66 2909 | 1 0.01 97.67 3128 | 1 0.01 97.68 3193 | 1 0.01 97.69 3195 | 1 0.01 97.70 3299 | 1 0.01 97.71 3307 | 1 0.01 97.72 3320 | 1 0.01 97.73 3338 | 1 0.01 97.74 3383 | 1 0.01 97.75 3429 | 1 0.01 97.76 3496 | 1 0.01 97.77 3509 | 1 0.01 97.78 3549 | 1 0.01 97.79 3766 | 1 0.01 97.80 3858 | 1 0.01 97.81 3959 | 1 0.01 97.82 4006 | 1 0.01 97.83 4068 | 1 0.01 97.84 4115 | 1 0.01 97.85 4186 | 1 0.01 97.86 4227 | 1 0.01 97.87 4280 | 1 0.01 97.88 4294 | 1 0.01 97.89 4652 | 1 0.01 97.90 4662 | 1 0.01 97.91 4788 | 1 0.01 97.92 4958 | 1 0.01 97.93 5005 | 1 0.01 97.94 5009 | 1 0.01 97.95 5101 | 1 0.01 97.96 5204 | 1 0.01 97.97 5221 | 1 0.01 97.98 5357 | 1 0.01 97.99 5359 | 1 0.01 98.00 5544 | 1 0.01 98.01 5559 | 1 0.01 98.02 5595 | 1 0.01 98.03 5619 | 1 0.01 98.04 5740 | 1 0.01 98.05 5855 | 1 0.01 98.06 6007 | 1 0.01 98.07 6109 | 1 0.01 98.08 6151 | 1 0.01 98.09 6493 | 1 0.01 98.10 6521 | 1 0.01 98.11 6895 | 1 0.01 98.12 6907 | 1 0.01 98.13 7001 | 1 0.01 98.14 7064 | 1 0.01 98.15 7082 | 1 0.01 98.16 7190 | 1 0.01 98.17 7214 | 1 0.01 98.18 7431 | 1 0.01 98.19 7663 | 1 0.01 98.20 7964 | 1 0.01 98.21 7990 | 1 0.01 98.22 8021 | 1 0.01 98.23 8022 | 1 0.01 98.24 8112 | 1 0.01 98.25 8157 | 1 0.01 98.26 8167 | 1 0.01 98.27 8214 | 1 0.01 98.28 8292 | 1 0.01 98.29 8358 | 1 0.01 98.30 8382 | 1 0.01 98.31 8768 | 1 0.01 98.32 8915 | 1 0.01 98.33 9286 | 1 0.01 98.34 9524 | 1 0.01 98.35 9558 | 1 0.01 98.36 9824 | 1 0.01 98.37 10044 | 1 0.01 98.38 10147 | 1 0.01 98.39 10296 | 1 0.01 98.40 10762 | 1 0.01 98.41 10854 | 1 0.01 98.42 11042 | 1 0.01 98.43 11532 | 1 0.01 98.44 11578 | 1 0.01 98.45 11688 | 1 0.01 98.46 11807 | 1 0.01 98.47 11872 | 1 0.01 98.48 12042 | 1 0.01 98.49 12611 | 1 0.01 98.50 12708 | 1 0.01 98.51 12774 | 1 0.01 98.52 13056 | 1 0.01 98.53 13069 | 1 0.01 98.54 13473 | 1 0.01 98.55 13715 | 1 0.01 98.56 13891 | 1 0.01 98.57 13904 | 1 0.01 98.58 14450 | 1 0.01 98.59 14534 | 1 0.01 98.60 14686 | 1 0.01 98.61 14746 | 1 0.01 98.62 14825 | 1 0.01 98.63 15033 | 1 0.01 98.64 15084 | 1 0.01 98.65 15926 | 1 0.01 98.66 15969 | 1 0.01 98.67 16138 | 1 0.01 98.68 16329 | 1 0.01 98.69 16392 | 1 0.01 98.70 16557 | 1 0.01 98.71 16722 | 1 0.01 98.72 16905 | 1 0.01 98.73 17221 | 1 0.01 98.74 17941 | 1 0.01 98.75 18062 | 1 0.01 98.76 18341 | 1 0.01 98.77 18865 | 1 0.01 98.78 18992 | 1 0.01 98.79 19005 | 1 0.01 98.80 19243 | 1 0.01 98.81 19266 | 1 0.01 98.82 19488 | 1 0.01 98.83 19820 | 1 0.01 98.84 19999 | 1 0.01 98.85 20467 | 1 0.01 98.86 20505 | 1 0.01 98.87 20611 | 1 0.01 98.88 20624 | 1 0.01 98.89 20881 | 1 0.01 98.90 21098 | 1 0.01 98.91 21600 | 1 0.01 98.92 21933 | 1 0.01 98.93 22047 | 1 0.01 98.94 22754 | 1 0.01 98.95 23353 | 1 0.01 98.96 23975 | 1 0.01 98.97 24218 | 1 0.01 98.98 24516 | 1 0.01 98.99 24693 | 1 0.01 99.00 24835 | 1 0.01 99.01 24905 | 1 0.01 99.02 25132 | 1 0.01 99.03 25194 | 1 0.01 99.04 25252 | 1 0.01 99.05 25564 | 1 0.01 99.06 25824 | 1 0.01 99.07 25956 | 1 0.01 99.08 26829 | 1 0.01 99.09 27156 | 1 0.01 99.10 27472 | 1 0.01 99.11 28068 | 1 0.01 99.12 28367 | 1 0.01 99.13 28598 | 1 0.01 99.14 29544 | 1 0.01 99.15 30006 | 1 0.01 99.16 30593 | 1 0.01 99.17 30783 | 1 0.01 99.18 30916 | 1 0.01 99.19 30937 | 1 0.01 99.20 31227 | 1 0.01 99.21 31584 | 1 0.01 99.22 32247 | 1 0.01 99.23 34749 | 1 0.01 99.24 35449 | 1 0.01 99.25 35466 | 1 0.01 99.26 35675 | 1 0.01 99.27 35745 | 1 0.01 99.28 36167 | 1 0.01 99.29 36412 | 1 0.01 99.30 36456 | 1 0.01 99.31 37357 | 1 0.01 99.32 37522 | 1 0.01 99.33 38486 | 1 0.01 99.34 38538 | 1 0.01 99.35 39221 | 1 0.01 99.36 39275 | 1 0.01 99.37 40067 | 1 0.01 99.38 40384 | 1 0.01 99.39 40386 | 1 0.01 99.40 40868 | 1 0.01 99.41 41008 | 1 0.01 99.42 41071 | 1 0.01 99.43 41852 | 1 0.01 99.44 41877 | 1 0.01 99.45 43764 | 1 0.01 99.46 45536 | 1 0.01 99.47 46374 | 1 0.01 99.48 46967 | 1 0.01 99.49 47310 | 1 0.01 99.50 48676 | 1 0.01 99.51 49515 | 1 0.01 99.52 50261 | 1 0.01 99.53 50638 | 1 0.01 99.54 51423 | 1 0.01 99.55 51967 | 1 0.01 99.56 52892 | 1 0.01 99.57 53665 | 1 0.01 99.58 54983 | 1 0.01 99.59 56994 | 1 0.01 99.60 57174 | 1 0.01 99.61 59069 | 1 0.01 99.62 59665 | 1 0.01 99.63 60470 | 1 0.01 99.64 60650 | 1 0.01 99.65 61476 | 1 0.01 99.66 62469 | 1 0.01 99.67 65934 | 1 0.01 99.68 66072 | 1 0.01 99.69 69083 | 1 0.01 99.70 69549 | 1 0.01 99.71 70673 | 1 0.01 99.72 74009 | 1 0.01 99.73 74334 | 1 0.01 99.74 75592 | 1 0.01 99.75 75889 | 1 0.01 99.76 76454 | 1 0.01 99.77 76660 | 1 0.01 99.78 79649 | 1 0.01 99.79 80365 | 1 0.01 99.80 87635 | 1 0.01 99.81 92126 | 1 0.01 99.82 92672 | 1 0.01 99.83 94756 | 1 0.01 99.84 99978 | 1 0.01 99.85 104085 | 1 0.01 99.86 107133 | 1 0.01 99.87 112620 | 1 0.01 99.88 117276 | 1 0.01 99.89 118048 | 1 0.01 99.90 141774 | 1 0.01 99.91 145322 | 1 0.01 99.92 168324 | 1 0.01 99.93 169064 | 1 0.01 99.94 181607 | 1 0.01 99.95 184980 | 1 0.01 99.96 211213 | 1 0.01 99.97 300918 | 1 0.01 99.98 336874 | 1 0.01 99.99 344174 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017