Data Dive Week 3
Dhruv Raghav
2023-09-11
Introduction
In this data analysis, I will explore the “Hotel Booking” dataset to gain insights into booking patterns and anomalies. I will address the following tasks:
- Grouping and summarizing data by different categorical variables.
- Calculate expected probabilities within each group.
- Identify anomalies and their significance.
- Formulate and testing hypotheses.
- Will visualize groupings and combinations.
Data Description
- Rows: 119391
- Columns: 32
Load Libraries
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(ggplot2)Load Data
hotel_data <- read.csv("G:/semester_1/4_Statistics_R/syllabus/lab/week3/hotel_bookings.csv")
hotel_data## hotel is_canceled lead_time arrival_date_year arrival_date_month
## 1 Resort Hotel 0 342 2015 July
## 2 Resort Hotel 0 737 2015 July
## 3 Resort Hotel 0 7 2015 July
## 4 Resort Hotel 0 13 2015 July
## 5 Resort Hotel 0 14 2015 July
## 6 Resort Hotel 0 14 2015 July
## 7 Resort Hotel 0 0 2015 July
## 8 Resort Hotel 0 9 2015 July
## 9 Resort Hotel 1 85 2015 July
## 10 Resort Hotel 1 75 2015 July
## 11 Resort Hotel 1 23 2015 July
## 12 Resort Hotel 0 35 2015 July
## 13 Resort Hotel 0 68 2015 July
## 14 Resort Hotel 0 18 2015 July
## 15 Resort Hotel 0 37 2015 July
## 16 Resort Hotel 0 68 2015 July
## 17 Resort Hotel 0 37 2015 July
## 18 Resort Hotel 0 12 2015 July
## 19 Resort Hotel 0 0 2015 July
## 20 Resort Hotel 0 7 2015 July
## 21 Resort Hotel 0 37 2015 July
## 22 Resort Hotel 0 72 2015 July
## 23 Resort Hotel 0 72 2015 July
## 24 Resort Hotel 0 72 2015 July
## 25 Resort Hotel 0 127 2015 July
## 26 Resort Hotel 0 78 2015 July
## 27 Resort Hotel 0 48 2015 July
## 28 Resort Hotel 1 60 2015 July
## 29 Resort Hotel 0 77 2015 July
## 30 Resort Hotel 0 99 2015 July
## 31 Resort Hotel 0 118 2015 July
## 32 Resort Hotel 0 95 2015 July
## 33 Resort Hotel 1 96 2015 July
## 34 Resort Hotel 0 69 2015 July
## 35 Resort Hotel 1 45 2015 July
## 36 Resort Hotel 1 40 2015 July
## 37 Resort Hotel 0 15 2015 July
## 38 Resort Hotel 0 36 2015 July
## 39 Resort Hotel 1 43 2015 July
## 40 Resort Hotel 0 70 2015 July
## 41 Resort Hotel 1 45 2015 July
## 42 Resort Hotel 0 45 2015 July
## 43 Resort Hotel 0 16 2015 July
## 44 Resort Hotel 0 70 2015 July
## 45 Resort Hotel 0 107 2015 July
## 46 Resort Hotel 1 47 2015 July
## 47 Resort Hotel 0 96 2015 July
## 48 Resort Hotel 0 113 2015 July
## 49 Resort Hotel 0 90 2015 July
## 50 Resort Hotel 0 50 2015 July
## 51 Resort Hotel 0 113 2015 July
## 52 Resort Hotel 0 93 2015 July
## 53 Resort Hotel 0 76 2015 July
## 54 Resort Hotel 0 3 2015 July
## 55 Resort Hotel 0 1 2015 July
## 56 Resort Hotel 0 1 2015 July
## 57 Resort Hotel 0 0 2015 July
## 58 Resort Hotel 0 0 2015 July
## 59 Resort Hotel 0 0 2015 July
## 60 Resort Hotel 0 14 2015 July
## 61 Resort Hotel 0 10 2015 July
## 62 Resort Hotel 0 5 2015 July
## 63 Resort Hotel 0 17 2015 July
## 64 Resort Hotel 0 93 2015 July
## 65 Resort Hotel 1 3 2015 July
## 66 Resort Hotel 0 10 2015 July
## 67 Resort Hotel 0 3 2015 July
## 68 Resort Hotel 0 51 2015 July
## 69 Resort Hotel 1 71 2015 July
## 70 Resort Hotel 1 63 2015 July
## 71 Resort Hotel 1 62 2015 July
## 72 Resort Hotel 1 101 2015 July
## 73 Resort Hotel 0 2 2015 July
## 74 Resort Hotel 0 15 2015 July
## 75 Resort Hotel 1 51 2015 July
## 76 Resort Hotel 0 3 2015 July
## 77 Resort Hotel 1 48 2015 July
## 78 Resort Hotel 0 2 2015 July
## 79 Resort Hotel 0 72 2015 July
## 80 Resort Hotel 0 81 2015 July
## 81 Resort Hotel 0 99 2015 July
## 82 Resort Hotel 1 368 2015 July
## 83 Resort Hotel 0 364 2015 July
## 84 Resort Hotel 1 81 2015 July
## 85 Resort Hotel 0 99 2015 July
## 86 Resort Hotel 0 324 2015 July
## 87 Resort Hotel 0 69 2015 July
## 88 Resort Hotel 1 79 2015 July
## 89 Resort Hotel 0 12 2015 July
## 90 Resort Hotel 0 9 2015 July
## 91 Resort Hotel 0 1 2015 July
## 92 Resort Hotel 0 21 2015 July
## 93 Resort Hotel 0 9 2015 July
## 94 Resort Hotel 0 109 2015 July
## 95 Resort Hotel 1 109 2015 July
## 96 Resort Hotel 1 72 2015 July
## 97 Resort Hotel 1 63 2015 July
## 98 Resort Hotel 0 63 2015 July
## 99 Resort Hotel 0 101 2015 July
## 100 Resort Hotel 0 102 2015 July
## 101 Resort Hotel 0 4 2015 July
## 102 Resort Hotel 0 98 2015 July
## 103 Resort Hotel 0 92 2015 July
## 104 Resort Hotel 0 95 2015 July
## 105 Resort Hotel 0 102 2015 July
## 106 Resort Hotel 1 26 2015 July
## 107 Resort Hotel 1 73 2015 July
## 108 Resort Hotel 1 102 2015 July
## 109 Resort Hotel 0 115 2015 July
## 110 Resort Hotel 0 102 2015 July
## 111 Resort Hotel 0 86 2015 July
## 112 Resort Hotel 0 78 2015 July
## 113 Resort Hotel 0 52 2015 July
## 114 Resort Hotel 0 29 2015 July
## 115 Resort Hotel 1 101 2015 July
## 116 Resort Hotel 0 109 2015 July
## 117 Resort Hotel 0 92 2015 July
## 118 Resort Hotel 0 92 2015 July
## 119 Resort Hotel 0 79 2015 July
## 120 Resort Hotel 0 2 2015 July
## 121 Resort Hotel 0 30 2015 July
## 122 Resort Hotel 1 51 2015 July
## 123 Resort Hotel 1 36 2015 July
## 124 Resort Hotel 1 73 2015 July
## 125 Resort Hotel 1 33 2015 July
## 126 Resort Hotel 0 32 2015 July
## 127 Resort Hotel 0 8 2015 July
## 128 Resort Hotel 0 100 2015 July
## 129 Resort Hotel 0 1 2015 July
## 130 Resort Hotel 0 100 2015 July
## 131 Resort Hotel 0 100 2015 July
## 132 Resort Hotel 0 9 2015 July
## 133 Resort Hotel 1 5 2015 July
## 134 Resort Hotel 0 0 2015 July
## 135 Resort Hotel 0 9 2015 July
## 136 Resort Hotel 0 2 2015 July
## 137 Resort Hotel 0 2 2015 July
## 138 Resort Hotel 0 9 2015 July
## 139 Resort Hotel 1 5 2015 July
## 140 Resort Hotel 0 2 2015 July
## 141 Resort Hotel 0 44 2015 July
## 142 Resort Hotel 0 80 2015 July
## 143 Resort Hotel 0 97 2015 July
## 144 Resort Hotel 0 109 2015 July
## 145 Resort Hotel 0 30 2015 July
## 146 Resort Hotel 0 64 2015 July
## 147 Resort Hotel 0 39 2015 July
## 148 Resort Hotel 0 90 2015 July
## 149 Resort Hotel 1 34 2015 July
## 150 Resort Hotel 1 93 2015 July
## 151 Resort Hotel 0 97 2015 July
## 152 Resort Hotel 0 29 2015 July
## 153 Resort Hotel 1 101 2015 July
## 154 Resort Hotel 0 27 2015 July
## 155 Resort Hotel 0 8 2015 July
## 156 Resort Hotel 0 82 2015 July
## 157 Resort Hotel 0 94 2015 July
## 158 Resort Hotel 0 110 2015 July
## 159 Resort Hotel 0 96 2015 July
## 160 Resort Hotel 0 79 2015 July
## 161 Resort Hotel 0 115 2015 July
## 162 Resort Hotel 0 111 2015 July
## 163 Resort Hotel 0 51 2015 July
## 164 Resort Hotel 0 94 2015 July
## 165 Resort Hotel 0 81 2015 July
## 166 Resort Hotel 0 84 2015 July
## 167 Resort Hotel 0 51 2015 July
## 168 Resort Hotel 0 111 2015 July
## 169 Resort Hotel 0 0 2015 July
## 170 Resort Hotel 0 2 2015 July
## 171 Resort Hotel 0 7 2015 July
## 172 Resort Hotel 0 98 2015 July
## 173 Resort Hotel 0 95 2015 July
## 174 Resort Hotel 1 48 2015 July
## 175 Resort Hotel 0 66 2015 July
## 176 Resort Hotel 0 104 2015 July
## 177 Resort Hotel 0 28 2015 July
## 178 Resort Hotel 0 34 2015 July
## 179 Resort Hotel 0 98 2015 July
## 180 Resort Hotel 0 104 2015 July
## 181 Resort Hotel 0 68 2015 July
## 182 Resort Hotel 1 86 2015 July
## 183 Resort Hotel 0 258 2015 July
## 184 Resort Hotel 0 111 2015 July
## 185 Resort Hotel 1 94 2015 July
## 186 Resort Hotel 0 112 2015 July
## 187 Resort Hotel 0 100 2015 July
## 188 Resort Hotel 0 33 2015 July
## 189 Resort Hotel 0 97 2015 July
## 190 Resort Hotel 0 80 2015 July
## 191 Resort Hotel 0 90 2015 July
## 192 Resort Hotel 0 111 2015 July
## 193 Resort Hotel 0 65 2015 July
## 194 Resort Hotel 1 67 2015 July
## 195 Resort Hotel 0 55 2015 July
## 196 Resort Hotel 0 21 2015 July
## 197 Resort Hotel 0 8 2015 July
## 198 Resort Hotel 0 8 2015 July
## 199 Resort Hotel 0 0 2015 July
## 200 Resort Hotel 0 0 2015 July
## 201 Resort Hotel 0 0 2015 July
## 202 Resort Hotel 0 8 2015 July
## 203 Resort Hotel 0 66 2015 July
## 204 Resort Hotel 0 88 2015 July
## 205 Resort Hotel 0 0 2015 July
## 206 Resort Hotel 1 43 2015 July
## 207 Resort Hotel 1 88 2015 July
## 208 Resort Hotel 0 54 2015 July
## 209 Resort Hotel 1 292 2015 July
## 210 Resort Hotel 0 112 2015 July
## 211 Resort Hotel 0 68 2015 July
## 212 Resort Hotel 0 7 2015 July
## 213 Resort Hotel 0 1 2015 July
## 214 Resort Hotel 1 113 2015 July
## 215 Resort Hotel 0 5 2015 July
## 216 Resort Hotel 0 83 2015 July
## 217 Resort Hotel 1 105 2015 July
## 218 Resort Hotel 0 0 2015 July
## 219 Resort Hotel 1 1 2015 July
## 220 Resort Hotel 1 1 2015 July
## 221 Resort Hotel 0 1 2015 July
## 222 Resort Hotel 1 102 2015 July
## 223 Resort Hotel 0 113 2015 July
## 224 Resort Hotel 1 280 2015 July
## 225 Resort Hotel 0 96 2015 July
## 226 Resort Hotel 0 394 2015 July
## 227 Resort Hotel 0 33 2015 July
## 228 Resort Hotel 0 82 2015 July
## 229 Resort Hotel 0 100 2015 July
## 230 Resort Hotel 0 100 2015 July
## 231 Resort Hotel 0 17 2015 July
## 232 Resort Hotel 0 68 2015 July
## 233 Resort Hotel 0 12 2015 July
## 234 Resort Hotel 1 77 2015 July
## 235 Resort Hotel 1 24 2015 July
## 236 Resort Hotel 1 44 2015 July
## 237 Resort Hotel 0 78 2015 July
## 238 Resort Hotel 1 17 2015 July
## 239 Resort Hotel 1 103 2015 July
## 240 Resort Hotel 0 16 2015 July
## 241 Resort Hotel 0 14 2015 July
## 242 Resort Hotel 0 77 2015 July
## 243 Resort Hotel 0 90 2015 July
## 244 Resort Hotel 0 90 2015 July
## 245 Resort Hotel 0 90 2015 July
## 246 Resort Hotel 0 366 2015 July
## 247 Resort Hotel 0 249 2015 July
## 248 Resort Hotel 1 69 2015 July
## 249 Resort Hotel 0 10 2015 July
## 250 Resort Hotel 0 22 2015 July
## 251 Resort Hotel 0 91 2015 July
## 252 Resort Hotel 0 23 2015 July
## 253 Resort Hotel 0 11 2015 July
## 254 Resort Hotel 0 3 2015 July
## 255 Resort Hotel 0 13 2015 July
## 256 Resort Hotel 0 108 2015 July
## 257 Resort Hotel 0 91 2015 July
## 258 Resort Hotel 0 37 2015 July
## 259 Resort Hotel 0 21 2015 July
## 260 Resort Hotel 0 106 2015 July
## 261 Resort Hotel 0 30 2015 July
## 262 Resort Hotel 0 30 2015 July
## 263 Resort Hotel 1 51 2015 July
## 264 Resort Hotel 0 79 2015 July
## 265 Resort Hotel 0 21 2015 July
## 266 Resort Hotel 0 35 2015 July
## 267 Resort Hotel 0 78 2015 July
## 268 Resort Hotel 0 31 2015 July
## 269 Resort Hotel 0 78 2015 July
## 270 Resort Hotel 0 78 2015 July
## 271 Resort Hotel 0 44 2015 July
## 272 Resort Hotel 0 34 2015 July
## 273 Resort Hotel 0 87 2015 July
## 274 Resort Hotel 0 11 2015 July
## 275 Resort Hotel 0 115 2015 July
## 276 Resort Hotel 0 86 2015 July
## 277 Resort Hotel 0 41 2015 July
## 278 Resort Hotel 0 32 2015 July
## 279 Resort Hotel 0 34 2015 July
## 280 Resort Hotel 0 34 2015 July
## 281 Resort Hotel 1 100 2015 July
## 282 Resort Hotel 0 44 2015 July
## 283 Resort Hotel 0 304 2015 July
## 284 Resort Hotel 1 36 2015 July
## 285 Resort Hotel 0 117 2015 July
## 286 Resort Hotel 0 70 2015 July
## 287 Resort Hotel 0 110 2015 July
## 288 Resort Hotel 1 109 2015 July
## 289 Resort Hotel 0 33 2015 July
## 290 Resort Hotel 0 33 2015 July
## 291 Resort Hotel 0 33 2015 July
## 292 Resort Hotel 0 0 2015 July
## 293 Resort Hotel 0 0 2015 July
## 294 Resort Hotel 0 0 2015 July
## 295 Resort Hotel 0 0 2015 July
## 296 Resort Hotel 0 84 2015 July
## 297 Resort Hotel 0 71 2015 July
## 298 Resort Hotel 0 16 2015 July
## 299 Resort Hotel 0 54 2015 July
## 300 Resort Hotel 0 8 2015 July
## 301 Resort Hotel 0 36 2015 July
## 302 Resort Hotel 0 40 2015 July
## 303 Resort Hotel 1 59 2015 July
## 304 Resort Hotel 0 79 2015 July
## 305 Resort Hotel 0 32 2015 July
## 306 Resort Hotel 0 110 2015 July
## 307 Resort Hotel 0 33 2015 July
## 308 Resort Hotel 0 53 2015 July
## 309 Resort Hotel 0 2 2015 July
## 310 Resort Hotel 0 8 2015 July
## 311 Resort Hotel 1 72 2015 July
## 312 Resort Hotel 0 12 2015 July
## 313 Resort Hotel 0 48 2015 July
## 314 Resort Hotel 0 90 2015 July
## 315 Resort Hotel 0 34 2015 July
## 316 Resort Hotel 1 58 2015 July
## 317 Resort Hotel 0 59 2015 July
## 318 Resort Hotel 0 90 2015 July
## 319 Resort Hotel 0 116 2015 July
## 320 Resort Hotel 0 31 2015 July
## 321 Resort Hotel 1 51 2015 July
## 322 Resort Hotel 0 48 2015 July
## 323 Resort Hotel 0 59 2015 July
## 324 Resort Hotel 1 97 2015 July
## 325 Resort Hotel 0 12 2015 July
## 326 Resort Hotel 0 64 2015 July
## 327 Resort Hotel 0 31 2015 July
## 328 Resort Hotel 0 59 2015 July
## 329 Resort Hotel 1 55 2015 July
## 330 Resort Hotel 0 81 2015 July
## 331 Resort Hotel 0 1 2015 July
## 332 Resort Hotel 0 34 2015 July
## 333 Resort Hotel 0 13 2015 July
## 334 Resort Hotel 0 40 2015 July
## 335 Resort Hotel 0 1 2015 July
## 336 Resort Hotel 0 34 2015 July
## 337 Resort Hotel 0 88 2015 July
## 338 Resort Hotel 0 9 2015 July
## 339 Resort Hotel 1 24 2015 July
## 340 Resort Hotel 0 97 2015 July
## 341 Resort Hotel 0 60 2015 July
## 342 Resort Hotel 0 100 2015 July
## 343 Resort Hotel 0 50 2015 July
## 344 Resort Hotel 1 47 2015 July
## 345 Resort Hotel 0 8 2015 July
## 346 Resort Hotel 0 34 2015 July
## 347 Resort Hotel 0 47 2015 July
## 348 Resort Hotel 0 115 2015 July
## 349 Resort Hotel 1 79 2015 July
## 350 Resort Hotel 0 91 2015 July
## 351 Resort Hotel 0 98 2015 July
## 352 Resort Hotel 0 109 2015 July
## 353 Resort Hotel 0 0 2015 July
## 354 Resort Hotel 0 98 2015 July
## 355 Resort Hotel 0 0 2015 July
## 356 Resort Hotel 0 9 2015 July
## 357 Resort Hotel 0 62 2015 July
## 358 Resort Hotel 1 45 2015 July
## 359 Resort Hotel 0 42 2015 July
## 360 Resort Hotel 0 54 2015 July
## 361 Resort Hotel 0 51 2015 July
## 362 Resort Hotel 0 54 2015 July
## 363 Resort Hotel 0 58 2015 July
## 364 Resort Hotel 0 0 2015 July
## 365 Resort Hotel 1 60 2015 July
## 366 Resort Hotel 1 321 2015 July
## 367 Resort Hotel 0 40 2015 July
## 368 Resort Hotel 1 51 2015 July
## 369 Resort Hotel 0 38 2015 July
## 370 Resort Hotel 1 75 2015 July
## 371 Resort Hotel 0 101 2015 July
## 372 Resort Hotel 1 42 2015 July
## 373 Resort Hotel 0 40 2015 July
## 374 Resort Hotel 0 109 2015 July
## 375 Resort Hotel 1 81 2015 July
## 376 Resort Hotel 1 98 2015 July
## 377 Resort Hotel 0 32 2015 July
## 378 Resort Hotel 0 72 2015 July
## 379 Resort Hotel 0 115 2015 July
## 380 Resort Hotel 0 118 2015 July
## 381 Resort Hotel 0 81 2015 July
## 382 Resort Hotel 1 95 2015 July
## 383 Resort Hotel 0 16 2015 July
## 384 Resort Hotel 0 56 2015 July
## 385 Resort Hotel 0 88 2015 July
## 386 Resort Hotel 0 41 2015 July
## 387 Resort Hotel 1 40 2015 July
## 388 Resort Hotel 0 1 2015 July
## 389 Resort Hotel 0 1 2015 July
## 390 Resort Hotel 0 1 2015 July
## 391 Resort Hotel 1 76 2015 July
## 392 Resort Hotel 0 0 2015 July
## 393 Resort Hotel 0 49 2015 July
## 394 Resort Hotel 0 76 2015 July
## 395 Resort Hotel 0 73 2015 July
## 396 Resort Hotel 0 73 2015 July
## 397 Resort Hotel 0 317 2015 July
## 398 Resort Hotel 1 112 2015 July
## 399 Resort Hotel 0 6 2015 July
## 400 Resort Hotel 0 8 2015 July
## 401 Resort Hotel 1 96 2015 July
## 402 Resort Hotel 1 96 2015 July
## 403 Resort Hotel 0 99 2015 July
## 404 Resort Hotel 0 66 2015 July
## 405 Resort Hotel 0 38 2015 July
## 406 Resort Hotel 0 38 2015 July
## 407 Resort Hotel 0 113 2015 July
## 408 Resort Hotel 0 0 2015 July
## 409 Resort Hotel 1 62 2015 July
## 410 Resort Hotel 1 39 2015 July
## 411 Resort Hotel 0 37 2015 July
## 412 Resort Hotel 1 58 2015 July
## 413 Resort Hotel 0 37 2015 July
## 414 Resort Hotel 0 57 2015 July
## 415 Resort Hotel 0 57 2015 July
## 416 Resort Hotel 0 57 2015 July
## 417 Resort Hotel 0 57 2015 July
## 418 Resort Hotel 0 57 2015 July
## 419 Resort Hotel 0 83 2015 July
## 420 Resort Hotel 0 57 2015 July
## 421 Resort Hotel 0 57 2015 July
## 422 Resort Hotel 1 57 2015 July
## 423 Resort Hotel 0 57 2015 July
## 424 Resort Hotel 0 57 2015 July
## 425 Resort Hotel 0 57 2015 July
## 426 Resort Hotel 0 57 2015 July
## 427 Resort Hotel 0 57 2015 July
## 428 Resort Hotel 0 57 2015 July
## 429 Resort Hotel 0 57 2015 July
## 430 Resort Hotel 0 57 2015 July
## 431 Resort Hotel 0 57 2015 July
## 432 Resort Hotel 0 57 2015 July
## 433 Resort Hotel 0 57 2015 July
## 434 Resort Hotel 0 57 2015 July
## 435 Resort Hotel 1 66 2015 July
## 436 Resort Hotel 0 13 2015 July
## 437 Resort Hotel 0 50 2015 July
## 438 Resort Hotel 1 48 2015 July
## 439 Resort Hotel 1 0 2015 July
## 440 Resort Hotel 0 7 2015 July
## 441 Resort Hotel 0 0 2015 July
## 442 Resort Hotel 1 66 2015 July
## 443 Resort Hotel 0 13 2015 July
## 444 Resort Hotel 0 66 2015 July
## 445 Resort Hotel 0 10 2015 July
## 446 Resort Hotel 1 10 2015 July
## 447 Resort Hotel 1 58 2015 July
## 448 Resort Hotel 1 17 2015 July
## 449 Resort Hotel 0 19 2015 July
## 450 Resort Hotel 0 10 2015 July
## 451 Resort Hotel 1 12 2015 July
## 452 Resort Hotel 0 10 2015 July
## 453 Resort Hotel 0 63 2015 July
## 454 Resort Hotel 1 35 2015 July
## 455 Resort Hotel 0 113 2015 July
## 456 Resort Hotel 1 35 2015 July
## 457 Resort Hotel 0 68 2015 July
## 458 Resort Hotel 0 113 2015 July
## 459 Resort Hotel 0 21 2015 July
## 460 Resort Hotel 0 6 2015 July
## 461 Resort Hotel 0 7 2015 July
## 462 Resort Hotel 0 17 2015 July
## 463 Resort Hotel 0 1 2015 July
## 464 Resort Hotel 0 2 2015 July
## 465 Resort Hotel 1 15 2015 July
## 466 Resort Hotel 1 7 2015 July
## 467 Resort Hotel 0 11 2015 July
## 468 Resort Hotel 1 6 2015 July
## 469 Resort Hotel 0 1 2015 July
## 470 Resort Hotel 0 1 2015 July
## 471 Resort Hotel 0 48 2015 July
## 472 Resort Hotel 0 15 2015 July
## 473 Resort Hotel 1 3 2015 July
## 474 Resort Hotel 1 23 2015 July
## 475 Resort Hotel 0 53 2015 July
## 476 Resort Hotel 0 53 2015 July
## 477 Resort Hotel 0 94 2015 July
## 478 Resort Hotel 0 64 2015 July
## 479 Resort Hotel 0 53 2015 July
## 480 Resort Hotel 0 53 2015 July
## 481 Resort Hotel 0 64 2015 July
## 482 Resort Hotel 0 53 2015 July
## 483 Resort Hotel 0 24 2015 July
## 484 Resort Hotel 0 24 2015 July
## 485 Resort Hotel 0 23 2015 July
## 486 Resort Hotel 0 53 2015 July
## 487 Resort Hotel 1 23 2015 July
## 488 Resort Hotel 0 90 2015 July
## 489 Resort Hotel 0 79 2015 July
## 490 Resort Hotel 0 43 2015 July
## 491 Resort Hotel 0 90 2015 July
## 492 Resort Hotel 0 65 2015 July
## 493 Resort Hotel 0 65 2015 July
## 494 Resort Hotel 0 99 2015 July
## 495 Resort Hotel 0 25 2015 July
## 496 Resort Hotel 0 92 2015 July
## 497 Resort Hotel 0 91 2015 July
## 498 Resort Hotel 0 38 2015 July
## 499 Resort Hotel 0 6 2015 July
## 500 Resort Hotel 0 38 2015 July
## 501 Resort Hotel 0 13 2015 July
## 502 Resort Hotel 1 32 2015 July
## 503 Resort Hotel 0 315 2015 July
## 504 Resort Hotel 0 8 2015 July
## 505 Resort Hotel 1 0 2015 July
## 506 Resort Hotel 0 91 2015 July
## 507 Resort Hotel 0 3 2015 July
## 508 Resort Hotel 0 9 2015 July
## 509 Resort Hotel 0 19 2015 July
## 510 Resort Hotel 0 25 2015 July
## 511 Resort Hotel 0 108 2015 July
## 512 Resort Hotel 1 37 2015 July
## 513 Resort Hotel 0 45 2015 July
## 514 Resort Hotel 0 64 2015 July
## 515 Resort Hotel 0 44 2015 July
## 516 Resort Hotel 0 26 2015 July
## 517 Resort Hotel 1 96 2015 July
## 518 Resort Hotel 1 123 2015 July
## 519 Resort Hotel 1 42 2015 July
## 520 Resort Hotel 0 59 2015 July
## 521 Resort Hotel 0 28 2015 July
## 522 Resort Hotel 0 106 2015 July
## 523 Resort Hotel 0 1 2015 July
## 524 Resort Hotel 0 0 2015 July
## 525 Resort Hotel 0 4 2015 July
## 526 Resort Hotel 0 3 2015 July
## 527 Resort Hotel 0 73 2015 July
## 528 Resort Hotel 0 44 2015 July
## 529 Resort Hotel 0 95 2015 July
## 530 Resort Hotel 0 94 2015 July
## 531 Resort Hotel 1 40 2015 July
## 532 Resort Hotel 0 64 2015 July
## 533 Resort Hotel 0 64 2015 July
## 534 Resort Hotel 0 94 2015 July
## 535 Resort Hotel 0 57 2015 July
## 536 Resort Hotel 1 60 2015 July
## 537 Resort Hotel 0 57 2015 July
## 538 Resort Hotel 0 87 2015 July
## 539 Resort Hotel 0 0 2015 July
## 540 Resort Hotel 0 0 2015 July
## 541 Resort Hotel 0 6 2015 July
## 542 Resort Hotel 0 0 2015 July
## 543 Resort Hotel 0 19 2015 July
## 544 Resort Hotel 0 4 2015 July
## 545 Resort Hotel 1 59 2015 July
## 546 Resort Hotel 0 44 2015 July
## 547 Resort Hotel 1 37 2015 July
## 548 Resort Hotel 0 66 2015 July
## 549 Resort Hotel 1 38 2015 July
## 550 Resort Hotel 1 62 2015 July
## 551 Resort Hotel 0 41 2015 July
## 552 Resort Hotel 1 60 2015 July
## 553 Resort Hotel 0 104 2015 July
## 554 Resort Hotel 1 62 2015 July
## 555 Resort Hotel 0 117 2015 July
## 556 Resort Hotel 1 31 2015 July
## 557 Resort Hotel 0 34 2015 July
## 558 Resort Hotel 0 47 2015 July
## 559 Resort Hotel 1 24 2015 July
## 560 Resort Hotel 1 104 2015 July
## 561 Resort Hotel 0 104 2015 July
## 562 Resort Hotel 0 32 2015 July
## 563 Resort Hotel 1 47 2015 July
## 564 Resort Hotel 0 29 2015 July
## 565 Resort Hotel 0 30 2015 July
## 566 Resort Hotel 0 123 2015 July
## 567 Resort Hotel 0 14 2015 July
## 568 Resort Hotel 1 118 2015 July
## 569 Resort Hotel 0 0 2015 July
## 570 Resort Hotel 0 0 2015 July
## 571 Resort Hotel 0 79 2015 July
## 572 Resort Hotel 0 63 2015 July
## 573 Resort Hotel 0 68 2015 July
## 574 Resort Hotel 0 96 2015 July
## 575 Resort Hotel 1 41 2015 July
## 576 Resort Hotel 0 46 2015 July
## 577 Resort Hotel 1 41 2015 July
## 578 Resort Hotel 1 60 2015 July
## 579 Resort Hotel 0 41 2015 July
## 580 Resort Hotel 1 69 2015 July
## 581 Resort Hotel 1 41 2015 July
## 582 Resort Hotel 0 52 2015 July
## 583 Resort Hotel 1 41 2015 July
## 584 Resort Hotel 0 89 2015 July
## 585 Resort Hotel 1 28 2015 July
## 586 Resort Hotel 0 65 2015 July
## 587 Resort Hotel 0 82 2015 July
## 588 Resort Hotel 0 42 2015 July
## 589 Resort Hotel 0 62 2015 July
## 590 Resort Hotel 1 86 2015 July
## 591 Resort Hotel 1 118 2015 July
## 592 Resort Hotel 0 28 2015 July
## 593 Resort Hotel 1 52 2015 July
## 594 Resort Hotel 1 49 2015 July
## 595 Resort Hotel 0 39 2015 July
## 596 Resort Hotel 0 39 2015 July
## 597 Resort Hotel 0 39 2015 July
## 598 Resort Hotel 1 7 2015 July
## 599 Resort Hotel 1 7 2015 July
## 600 Resort Hotel 1 42 2015 July
## 601 Resort Hotel 0 5 2015 July
## 602 Resort Hotel 1 81 2015 July
## 603 Resort Hotel 1 63 2015 July
## 604 Resort Hotel 0 61 2015 July
## 605 Resort Hotel 0 8 2015 July
## 606 Resort Hotel 0 89 2015 July
## 607 Resort Hotel 0 57 2015 July
## 608 Resort Hotel 0 102 2015 July
## 609 Resort Hotel 0 108 2015 July
## 610 Resort Hotel 0 28 2015 July
## 611 Resort Hotel 0 29 2015 July
## 612 Resort Hotel 0 0 2015 July
## 613 Resort Hotel 1 96 2015 July
## 614 Resort Hotel 1 44 2015 July
## 615 Resort Hotel 0 44 2015 July
## 616 Resort Hotel 1 44 2015 July
## 617 Resort Hotel 1 44 2015 July
## 618 Resort Hotel 1 41 2015 July
## 619 Resort Hotel 0 16 2015 July
## 620 Resort Hotel 0 73 2015 July
## 621 Resort Hotel 0 3 2015 July
## 622 Resort Hotel 0 0 2015 July
## 623 Resort Hotel 1 55 2015 July
## 624 Resort Hotel 0 33 2015 July
## 625 Resort Hotel 1 19 2015 July
## 626 Resort Hotel 1 55 2015 July
## 627 Resort Hotel 0 33 2015 July
## 628 Resort Hotel 1 19 2015 July
## 629 Resort Hotel 1 19 2015 July
## 630 Resort Hotel 0 117 2015 July
## 631 Resort Hotel 1 72 2015 July
## 632 Resort Hotel 1 19 2015 July
## 633 Resort Hotel 0 34 2015 July
## 634 Resort Hotel 0 9 2015 July
## 635 Resort Hotel 0 8 2015 July
## 636 Resort Hotel 1 36 2015 July
## 637 Resort Hotel 0 22 2015 July
## 638 Resort Hotel 0 22 2015 July
## 639 Resort Hotel 0 22 2015 July
## 640 Resort Hotel 0 36 2015 July
## 641 Resort Hotel 0 22 2015 July
## 642 Resort Hotel 1 22 2015 July
## 643 Resort Hotel 0 18 2015 July
## 644 Resort Hotel 0 8 2015 July
## 645 Resort Hotel 1 67 2015 July
## 646 Resort Hotel 1 105 2015 July
## 647 Resort Hotel 0 1 2015 July
## 648 Resort Hotel 1 67 2015 July
## 649 Resort Hotel 0 39 2015 July
## 650 Resort Hotel 1 45 2015 July
## 651 Resort Hotel 1 45 2015 July
## 652 Resort Hotel 0 14 2015 July
## 653 Resort Hotel 1 53 2015 July
## 654 Resort Hotel 0 28 2015 July
## 655 Resort Hotel 0 55 2015 July
## 656 Resort Hotel 0 55 2015 July
## 657 Resort Hotel 0 25 2015 July
## 658 Resort Hotel 1 43 2015 July
## 659 Resort Hotel 1 109 2015 July
## 660 Resort Hotel 1 62 2015 July
## 661 Resort Hotel 0 25 2015 July
## 662 Resort Hotel 0 43 2015 July
## 663 Resort Hotel 0 35 2015 July
## 664 Resort Hotel 1 42 2015 July
## 665 Resort Hotel 1 312 2015 July
## 666 Resort Hotel 0 30 2015 July
## 667 Resort Hotel 0 47 2015 July
## 668 Resort Hotel 0 40 2015 July
## 669 Resort Hotel 0 11 2015 July
## 670 Resort Hotel 0 39 2015 July
## 671 Resort Hotel 1 39 2015 July
## 672 Resort Hotel 0 1 2015 July
## 673 Resort Hotel 1 12 2015 July
## 674 Resort Hotel 1 16 2015 July
## 675 Resort Hotel 1 16 2015 July
## 676 Resort Hotel 0 12 2015 July
## 677 Resort Hotel 0 51 2015 July
## 678 Resort Hotel 0 67 2015 July
## 679 Resort Hotel 0 52 2015 July
## 680 Resort Hotel 0 25 2015 July
## 681 Resort Hotel 0 94 2015 July
## 682 Resort Hotel 1 54 2015 July
## 683 Resort Hotel 0 33 2015 July
## 684 Resort Hotel 0 47 2015 July
## 685 Resort Hotel 0 43 2015 July
## 686 Resort Hotel 1 87 2015 July
## 687 Resort Hotel 0 54 2015 July
## 688 Resort Hotel 0 32 2015 July
## 689 Resort Hotel 1 29 2015 July
## 690 Resort Hotel 1 96 2015 July
## 691 Resort Hotel 1 100 2015 July
## 692 Resort Hotel 0 54 2015 July
## 693 Resort Hotel 0 75 2015 July
## 694 Resort Hotel 0 31 2015 July
## 695 Resort Hotel 1 25 2015 July
## 696 Resort Hotel 0 61 2015 July
## 697 Resort Hotel 0 60 2015 July
## 698 Resort Hotel 1 31 2015 July
## 699 Resort Hotel 1 107 2015 July
## 700 Resort Hotel 1 31 2015 July
## 701 Resort Hotel 0 115 2015 July
## 702 Resort Hotel 0 59 2015 July
## 703 Resort Hotel 1 85 2015 July
## 704 Resort Hotel 0 0 2015 July
## 705 Resort Hotel 1 299 2015 July
## 706 Resort Hotel 0 50 2015 July
## 707 Resort Hotel 1 50 2015 July
## 708 Resort Hotel 1 88 2015 July
## 709 Resort Hotel 1 116 2015 July
## 710 Resort Hotel 0 47 2015 July
## 711 Resort Hotel 0 48 2015 July
## 712 Resort Hotel 1 54 2015 July
## 713 Resort Hotel 1 33 2015 July
## 714 Resort Hotel 0 73 2015 July
## 715 Resort Hotel 1 54 2015 July
## 716 Resort Hotel 1 33 2015 July
## 717 Resort Hotel 0 38 2015 July
## 718 Resort Hotel 0 34 2015 July
## 719 Resort Hotel 0 130 2015 July
## 720 Resort Hotel 1 39 2015 July
## 721 Resort Hotel 1 39 2015 July
## 722 Resort Hotel 0 45 2015 July
## 723 Resort Hotel 0 31 2015 July
## 724 Resort Hotel 1 48 2015 July
## 725 Resort Hotel 0 59 2015 July
## 726 Resort Hotel 1 48 2015 July
## 727 Resort Hotel 1 48 2015 July
## 728 Resort Hotel 1 48 2015 July
## 729 Resort Hotel 0 48 2015 July
## 730 Resort Hotel 0 96 2015 July
## 731 Resort Hotel 0 51 2015 July
## 732 Resort Hotel 0 96 2015 July
## 733 Resort Hotel 1 41 2015 July
## 734 Resort Hotel 0 6 2015 July
## 735 Resort Hotel 0 27 2015 July
## 736 Resort Hotel 0 28 2015 July
## 737 Resort Hotel 0 30 2015 July
## 738 Resort Hotel 0 45 2015 July
## 739 Resort Hotel 0 52 2015 July
## 740 Resort Hotel 0 31 2015 July
## 741 Resort Hotel 1 74 2015 July
## 742 Resort Hotel 0 31 2015 July
## 743 Resort Hotel 1 87 2015 July
## 744 Resort Hotel 0 48 2015 July
## 745 Resort Hotel 1 41 2015 July
## 746 Resort Hotel 0 35 2015 July
## 747 Resort Hotel 0 28 2015 July
## 748 Resort Hotel 0 77 2015 July
## 749 Resort Hotel 1 33 2015 July
## 750 Resort Hotel 0 30 2015 July
## 751 Resort Hotel 1 34 2015 July
## 752 Resort Hotel 1 298 2015 July
## 753 Resort Hotel 0 35 2015 July
## 754 Resort Hotel 0 40 2015 July
## 755 Resort Hotel 1 101 2015 July
## 756 Resort Hotel 1 101 2015 July
## 757 Resort Hotel 1 101 2015 July
## 758 Resort Hotel 1 101 2015 July
## 759 Resort Hotel 0 38 2015 July
## 760 Resort Hotel 0 76 2015 July
## 761 Resort Hotel 0 70 2015 July
## 762 Resort Hotel 0 70 2015 July
## 763 Resort Hotel 0 68 2015 July
## 764 Resort Hotel 1 63 2015 July
## 765 Resort Hotel 1 11 2015 July
## 766 Resort Hotel 0 32 2015 July
## 767 Resort Hotel 0 29 2015 July
## 768 Resort Hotel 0 47 2015 July
## 769 Resort Hotel 0 50 2015 July
## 770 Resort Hotel 1 29 2015 July
## 771 Resort Hotel 0 36 2015 July
## 772 Resort Hotel 0 49 2015 July
## 773 Resort Hotel 1 70 2015 July
## 774 Resort Hotel 0 110 2015 July
## 775 Resort Hotel 0 8 2015 July
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## 3017 Resort Hotel 1 40 2015 November
## 3018 Resort Hotel 1 40 2015 November
## 3019 Resort Hotel 1 40 2015 November
## 3020 Resort Hotel 0 56 2015 November
## 3021 Resort Hotel 1 32 2015 November
## 3022 Resort Hotel 0 32 2015 November
## 3023 Resort Hotel 0 166 2015 November
## 3024 Resort Hotel 1 40 2015 November
## 3025 Resort Hotel 1 40 2015 November
## 3026 Resort Hotel 1 40 2015 November
## 3027 Resort Hotel 0 56 2015 November
## 3028 Resort Hotel 1 56 2015 November
## 3029 Resort Hotel 0 60 2015 November
## 3030 Resort Hotel 1 37 2015 November
## 3031 Resort Hotel 0 39 2015 November
## 3032 Resort Hotel 0 103 2015 November
## 3033 Resort Hotel 0 32 2015 November
## 3034 Resort Hotel 1 55 2015 November
## 3035 Resort Hotel 0 49 2015 November
## 3036 Resort Hotel 1 41 2015 November
## 3037 Resort Hotel 1 41 2015 November
## 3038 Resort Hotel 0 33 2015 November
## 3039 Resort Hotel 1 41 2015 November
## 3040 Resort Hotel 1 41 2015 November
## 3041 Resort Hotel 1 41 2015 November
## 3042 Resort Hotel 1 41 2015 November
## 3043 Resort Hotel 1 41 2015 November
## 3044 Resort Hotel 0 41 2015 November
## 3045 Resort Hotel 0 33 2015 November
## 3046 Resort Hotel 0 70 2015 November
## 3047 Resort Hotel 0 33 2015 November
## 3048 Resort Hotel 0 21 2015 November
## 3049 Resort Hotel 0 33 2015 November
## 3050 Resort Hotel 0 21 2015 November
## 3051 Resort Hotel 1 33 2015 November
## 3052 Resort Hotel 0 33 2015 November
## 3053 Resort Hotel 1 41 2015 November
## 3054 Resort Hotel 1 41 2015 November
## 3055 Resort Hotel 1 41 2015 November
## 3056 Resort Hotel 0 49 2015 November
## 3057 Resort Hotel 0 2 2015 November
## 3058 Resort Hotel 1 3 2015 November
## 3059 Resort Hotel 0 33 2015 November
## 3060 Resort Hotel 0 3 2015 November
## 3061 Resort Hotel 0 2 2015 November
## 3062 Resort Hotel 0 21 2015 November
## 3063 Resort Hotel 0 33 2015 November
## 3064 Resort Hotel 0 82 2015 November
## 3065 Resort Hotel 1 41 2015 November
## 3066 Resort Hotel 1 41 2015 November
## 3067 Resort Hotel 1 41 2015 November
## 3068 Resort Hotel 1 41 2015 November
## 3069 Resort Hotel 0 33 2015 November
## 3070 Resort Hotel 0 42 2015 November
## 3071 Resort Hotel 0 42 2015 November
## 3072 Resort Hotel 0 2 2015 November
## 3073 Resort Hotel 0 1 2015 November
## 3074 Resort Hotel 1 43 2015 November
## 3075 Resort Hotel 0 31 2015 November
## 3076 Resort Hotel 0 3 2015 November
## 3077 Resort Hotel 1 44 2015 November
## 3078 Resort Hotel 0 2 2015 November
## 3079 Resort Hotel 0 15 2015 November
## 3080 Resort Hotel 1 121 2015 November
## 3081 Resort Hotel 1 38 2015 November
## 3082 Resort Hotel 0 5 2015 November
## 3083 Resort Hotel 1 54 2015 November
## 3084 Resort Hotel 0 94 2015 November
## 3085 Resort Hotel 0 10 2015 November
## 3086 Resort Hotel 0 79 2015 November
## 3087 Resort Hotel 1 53 2015 November
## 3088 Resort Hotel 1 60 2015 November
## 3089 Resort Hotel 1 125 2015 November
## 3090 Resort Hotel 0 74 2015 November
## 3091 Resort Hotel 0 74 2015 November
## 3092 Resort Hotel 0 0 2015 November
## 3093 Resort Hotel 1 27 2015 November
## 3094 Resort Hotel 1 27 2015 November
## 3095 Resort Hotel 1 27 2015 November
## 3096 Resort Hotel 1 73 2015 November
## 3097 Resort Hotel 1 80 2015 November
## 3098 Resort Hotel 1 74 2015 November
## 3099 Resort Hotel 1 42 2015 November
## 3100 Resort Hotel 1 97 2015 November
## 3101 Resort Hotel 0 0 2015 November
## 3102 Resort Hotel 0 28 2015 November
## 3103 Resort Hotel 0 46 2015 November
## 3104 Resort Hotel 1 134 2015 November
## 3105 Resort Hotel 0 16 2015 November
## 3106 Resort Hotel 0 193 2015 November
## 3107 Resort Hotel 0 105 2015 November
## 3108 Resort Hotel 0 105 2015 November
## 3109 Resort Hotel 0 105 2015 November
## 3110 Resort Hotel 1 62 2015 November
## 3111 Resort Hotel 0 62 2015 November
## 3112 Resort Hotel 0 105 2015 November
## 3113 Resort Hotel 0 105 2015 November
## 3114 Resort Hotel 0 105 2015 November
## 3115 Resort Hotel 0 62 2015 November
## 3116 Resort Hotel 0 105 2015 November
## 3117 Resort Hotel 0 105 2015 November
## 3118 Resort Hotel 0 105 2015 November
## 3119 Resort Hotel 0 105 2015 November
## 3120 Resort Hotel 0 105 2015 November
## 3121 Resort Hotel 0 105 2015 November
## 3122 Resort Hotel 0 105 2015 November
## 3123 Resort Hotel 0 12 2015 November
## 3124 Resort Hotel 0 105 2015 November
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## 2929 1 2 0 0 HB ESP
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## 2931 3 1 0 0 BB DZA
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## 2946 6 1 0 0 BB BEL
## 2947 6 1 0 0 BB CZE
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## 2960 0 2 0 0 HB ESP
## 2961 0 1 0 0 HB PRT
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## 2963 4 2 0 0 BB ESP
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## 3107 4 2 0 0 Undefined ESP
## 3108 4 2 0 0 Undefined ESP
## 3109 4 2 0 0 Undefined ESP
## 3110 4 2 0 0 HB PRT
## 3111 4 2 0 0 Undefined ESP
## 3112 4 2 0 0 Undefined ESP
## 3113 4 2 0 0 Undefined ESP
## 3114 4 2 0 0 Undefined ESP
## 3115 4 1 0 0 Undefined ESP
## 3116 4 2 0 0 Undefined ESP
## 3117 4 2 0 0 Undefined ESP
## 3118 4 2 0 0 Undefined ESP
## 3119 4 2 0 0 Undefined PRT
## 3120 4 2 0 0 Undefined ESP
## 3121 4 1 0 0 Undefined ESP
## 3122 4 2 0 0 Undefined ESP
## 3123 4 2 0 0 Undefined ESP
## 3124 4 2 0 0 Undefined ESP
## market_segment distribution_channel is_repeated_guest
## 1 Direct Direct 0
## 2 Direct Direct 0
## 3 Direct Direct 0
## 4 Corporate Corporate 0
## 5 Online TA TA/TO 0
## 6 Online TA TA/TO 0
## 7 Direct Direct 0
## 8 Direct Direct 0
## 9 Online TA TA/TO 0
## 10 Offline TA/TO TA/TO 0
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## 12 Online TA TA/TO 0
## 13 Online TA TA/TO 0
## 14 Online TA TA/TO 0
## 15 Online TA TA/TO 0
## 16 Online TA TA/TO 0
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## 18 Online TA TA/TO 0
## 19 Corporate Corporate 0
## 20 Direct Direct 0
## 21 Online TA TA/TO 0
## 22 Direct Direct 0
## 23 Direct Direct 0
## 24 Direct Direct 0
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## 27 Offline TA/TO TA/TO 0
## 28 Online TA TA/TO 0
## 29 Online TA TA/TO 0
## 30 Online TA TA/TO 0
## 31 Direct Direct 0
## 32 Offline TA/TO TA/TO 0
## 33 Direct Direct 0
## 34 Offline TA/TO TA/TO 0
## 35 Online TA TA/TO 0
## 36 Online TA TA/TO 0
## 37 Online TA TA/TO 0
## 38 Online TA TA/TO 0
## 39 Online TA TA/TO 0
## 40 Direct Direct 0
## 41 Online TA TA/TO 0
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## 43 Direct Direct 0
## 44 Direct Direct 0
## 45 Online TA TA/TO 0
## 46 Online TA TA/TO 0
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## 49 Offline TA/TO TA/TO 0
## 50 Online TA TA/TO 0
## 51 Offline TA/TO TA/TO 0
## 52 Offline TA/TO TA/TO 0
## 53 Offline TA/TO TA/TO 0
## 54 Online TA TA/TO 0
## 55 Online TA TA/TO 0
## 56 Direct Direct 0
## 57 Direct Direct 0
## 58 Online TA TA/TO 0
## 59 Direct Direct 0
## 60 Online TA TA/TO 0
## 61 Online TA TA/TO 0
## 62 Online TA TA/TO 0
## 63 Direct Direct 0
## 64 Offline TA/TO TA/TO 0
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## 67 Online TA TA/TO 0
## 68 Online TA TA/TO 0
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## 80 Offline TA/TO TA/TO 0
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## 83 Offline TA/TO TA/TO 0
## 84 Direct Direct 0
## 85 Offline TA/TO TA/TO 0
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## 87 Online TA TA/TO 0
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## 90 Online TA TA/TO 0
## 91 Online TA TA/TO 0
## 92 Online TA TA/TO 0
## 93 Online TA TA/TO 0
## 94 Online TA TA/TO 0
## 95 Online TA TA/TO 0
## 96 Online TA TA/TO 0
## 97 Online TA TA/TO 0
## 98 Offline TA/TO TA/TO 0
## 99 Online TA TA/TO 0
## 100 Direct Direct 0
## 101 Direct Direct 0
## 102 Offline TA/TO TA/TO 0
## 103 Offline TA/TO TA/TO 0
## 104 Online TA TA/TO 0
## 105 Online TA TA/TO 0
## 106 Online TA TA/TO 0
## 107 Direct Direct 0
## 108 Online TA TA/TO 0
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## 110 Online TA TA/TO 0
## 111 Online TA TA/TO 0
## 112 Online TA TA/TO 0
## 113 Online TA TA/TO 0
## 114 Online TA TA/TO 0
## 115 Online TA TA/TO 0
## 116 Online TA TA/TO 0
## 117 Offline TA/TO TA/TO 0
## 118 Offline TA/TO TA/TO 0
## 119 Direct Direct 0
## 120 Online TA TA/TO 0
## 121 Offline TA/TO TA/TO 0
## 122 Online TA TA/TO 0
## 123 Direct Direct 0
## 124 Online TA TA/TO 0
## 125 Online TA TA/TO 0
## 126 Complementary Direct 0
## 127 Online TA TA/TO 0
## 128 Online TA TA/TO 0
## 129 Online TA TA/TO 0
## 130 Online TA TA/TO 0
## 131 Online TA TA/TO 0
## 132 Online TA TA/TO 0
## 133 Online TA TA/TO 0
## 134 Online TA TA/TO 0
## 135 Online TA TA/TO 0
## 136 Online TA TA/TO 0
## 137 Online TA TA/TO 0
## 138 Online TA TA/TO 0
## 139 Online TA TA/TO 0
## 140 Direct Direct 0
## 141 Online TA TA/TO 0
## 142 Online TA TA/TO 0
## 143 Online TA TA/TO 0
## 144 Offline TA/TO TA/TO 0
## 145 Online TA TA/TO 0
## 146 Online TA TA/TO 0
## 147 Online TA TA/TO 0
## 148 Online TA TA/TO 0
## 149 Online TA TA/TO 0
## 150 Offline TA/TO TA/TO 0
## 151 Direct Direct 0
## 152 Online TA TA/TO 0
## 153 Online TA TA/TO 0
## 154 Offline TA/TO TA/TO 0
## 155 Online TA TA/TO 0
## 156 Offline TA/TO TA/TO 0
## 157 Direct Direct 0
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## 159 Offline TA/TO TA/TO 0
## 160 Offline TA/TO TA/TO 0
## 161 Online TA TA/TO 0
## 162 Online TA TA/TO 0
## 163 Online TA TA/TO 0
## 164 Offline TA/TO TA/TO 0
## 165 Direct Direct 0
## 166 Online TA TA/TO 0
## 167 Online TA TA/TO 0
## 168 Online TA TA/TO 0
## 169 Direct Direct 0
## 170 Direct Direct 0
## 171 Online TA TA/TO 0
## 172 Online TA TA/TO 0
## 173 Online TA TA/TO 0
## 174 Online TA TA/TO 0
## 175 Offline TA/TO TA/TO 0
## 176 Online TA TA/TO 0
## 177 Online TA TA/TO 0
## 178 Direct Direct 0
## 179 Online TA TA/TO 0
## 180 Online TA TA/TO 0
## 181 Online TA TA/TO 0
## 182 Offline TA/TO TA/TO 0
## 183 Offline TA/TO TA/TO 0
## 184 Online TA TA/TO 0
## 185 Online TA TA/TO 0
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## 187 Offline TA/TO TA/TO 0
## 188 Direct Direct 0
## 189 Offline TA/TO TA/TO 0
## 190 Direct Direct 0
## 191 Offline TA/TO TA/TO 0
## 192 Offline TA/TO TA/TO 0
## 193 Offline TA/TO TA/TO 0
## 194 Online TA TA/TO 0
## 195 Online TA TA/TO 0
## 196 Direct Direct 0
## 197 Direct Direct 0
## 198 Online TA TA/TO 0
## 199 Online TA TA/TO 0
## 200 Direct Direct 0
## 201 Online TA TA/TO 0
## 202 Online TA TA/TO 0
## 203 Online TA TA/TO 0
## 204 Offline TA/TO TA/TO 0
## 205 Direct Direct 0
## 206 Offline TA/TO TA/TO 0
## 207 Online TA TA/TO 0
## 208 Offline TA/TO TA/TO 0
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## 210 Offline TA/TO TA/TO 0
## 211 Online TA TA/TO 0
## 212 Online TA TA/TO 0
## 213 Online TA TA/TO 0
## 214 Online TA TA/TO 0
## 215 Online TA TA/TO 0
## 216 Offline TA/TO TA/TO 0
## 217 Online TA TA/TO 0
## 218 Offline TA/TO TA/TO 0
## 219 Corporate Corporate 0
## 220 Corporate Corporate 0
## 221 Corporate Corporate 0
## 222 Direct Direct 0
## 223 Direct Direct 0
## 224 Offline TA/TO TA/TO 0
## 225 Online TA TA/TO 0
## 226 Offline TA/TO TA/TO 0
## 227 Online TA TA/TO 0
## 228 Direct Direct 0
## 229 Online TA TA/TO 0
## 230 Online TA TA/TO 0
## 231 Online TA TA/TO 0
## 232 Direct Direct 0
## 233 Direct Direct 0
## 234 Direct Direct 0
## 235 Online TA TA/TO 0
## 236 Online TA TA/TO 0
## 237 Online TA TA/TO 0
## 238 Online TA TA/TO 0
## 239 Online TA TA/TO 0
## 240 Direct Direct 0
## 241 Online TA TA/TO 0
## 242 Offline TA/TO TA/TO 0
## 243 Offline TA/TO TA/TO 0
## 244 Offline TA/TO TA/TO 0
## 245 Offline TA/TO TA/TO 0
## 246 Offline TA/TO TA/TO 0
## 247 Online TA TA/TO 0
## 248 Online TA TA/TO 0
## 249 Direct Direct 0
## 250 Online TA TA/TO 0
## 251 Online TA TA/TO 0
## 252 Online TA TA/TO 0
## 253 Online TA TA/TO 0
## 254 Online TA TA/TO 0
## 255 Online TA TA/TO 0
## 256 Online TA TA/TO 0
## 257 Online TA TA/TO 0
## 258 Online TA TA/TO 0
## 259 Direct Direct 0
## 260 Online TA TA/TO 0
## 261 Direct Direct 0
## 262 Direct Direct 0
## 263 Online TA TA/TO 0
## 264 Online TA TA/TO 0
## 265 Direct Direct 0
## 266 Online TA TA/TO 0
## 267 Online TA TA/TO 0
## 268 Direct Direct 0
## 269 Online TA TA/TO 0
## 270 Online TA TA/TO 0
## 271 Offline TA/TO TA/TO 0
## 272 Online TA TA/TO 0
## 273 Offline TA/TO TA/TO 0
## 274 Direct Direct 0
## 275 Online TA TA/TO 0
## 276 Online TA TA/TO 0
## 277 Online TA TA/TO 0
## 278 Online TA TA/TO 0
## 279 Online TA TA/TO 0
## 280 Online TA TA/TO 0
## 281 Offline TA/TO TA/TO 0
## 282 Online TA TA/TO 0
## 283 Direct TA/TO 0
## 284 Online TA TA/TO 0
## 285 Offline TA/TO TA/TO 0
## 286 Online TA TA/TO 0
## 287 Direct Direct 0
## 288 Online TA TA/TO 0
## 289 Online TA TA/TO 0
## 290 Online TA TA/TO 0
## 291 Online TA TA/TO 0
## 292 Direct Direct 0
## 293 Online TA TA/TO 0
## 294 Direct Direct 0
## 295 Online TA TA/TO 0
## 296 Corporate Corporate 0
## 297 Offline TA/TO TA/TO 0
## 298 Online TA TA/TO 0
## 299 Online TA TA/TO 0
## 300 Online TA TA/TO 0
## 301 Offline TA/TO TA/TO 0
## 302 Online TA TA/TO 0
## 303 Online TA TA/TO 0
## 304 Direct Direct 0
## 305 Online TA TA/TO 0
## 306 Direct Direct 0
## 307 Online TA TA/TO 0
## 308 Online TA TA/TO 0
## 309 Online TA TA/TO 0
## 310 Online TA TA/TO 0
## 311 Online TA TA/TO 0
## 312 Online TA TA/TO 0
## 313 Offline TA/TO TA/TO 0
## 314 Offline TA/TO TA/TO 0
## 315 Offline TA/TO TA/TO 0
## 316 Direct Direct 0
## 317 Offline TA/TO TA/TO 0
## 318 Offline TA/TO TA/TO 0
## 319 Offline TA/TO TA/TO 0
## 320 Offline TA/TO TA/TO 0
## 321 Online TA TA/TO 0
## 322 Offline TA/TO TA/TO 0
## 323 Online TA TA/TO 0
## 324 Online TA TA/TO 0
## 325 Online TA TA/TO 0
## 326 Online TA TA/TO 0
## 327 Offline TA/TO TA/TO 0
## 328 Offline TA/TO TA/TO 0
## 329 Offline TA/TO TA/TO 0
## 330 Offline TA/TO TA/TO 0
## 331 Online TA TA/TO 0
## 332 Online TA TA/TO 0
## 333 Online TA TA/TO 0
## 334 Online TA TA/TO 0
## 335 Online TA TA/TO 0
## 336 Online TA TA/TO 0
## 337 Offline TA/TO TA/TO 0
## 338 Online TA TA/TO 0
## 339 Online TA TA/TO 0
## 340 Offline TA/TO TA/TO 0
## 341 Online TA TA/TO 0
## 342 Direct Direct 0
## 343 Offline TA/TO TA/TO 0
## 344 Online TA TA/TO 0
## 345 Online TA TA/TO 0
## 346 Online TA TA/TO 0
## 347 Online TA TA/TO 0
## 348 Offline TA/TO TA/TO 0
## 349 Online TA TA/TO 0
## 350 Online TA TA/TO 0
## 351 Online TA TA/TO 0
## 352 Online TA TA/TO 0
## 353 Online TA TA/TO 0
## 354 Online TA TA/TO 0
## 355 Direct Direct 0
## 356 Online TA TA/TO 0
## 357 Online TA TA/TO 0
## 358 Online TA TA/TO 0
## 359 Online TA TA/TO 0
## 360 Online TA TA/TO 0
## 361 Online TA TA/TO 0
## 362 Online TA TA/TO 0
## 363 Direct Direct 0
## 364 Corporate Corporate 0
## 365 Offline TA/TO TA/TO 0
## 366 Direct TA/TO 0
## 367 Direct Direct 0
## 368 Offline TA/TO TA/TO 0
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## 1057 C 1 No Deposit 241 NULL
## 1058 A 0 No Deposit 241 NULL
## 1059 A 0 No Deposit 240 NULL
## 1060 A 0 No Deposit NULL 307
## 1061 E 0 No Deposit NULL NULL
## 1062 G 0 No Deposit NULL 307
## 1063 A 0 No Deposit 241 NULL
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## 1066 D 1 No Deposit 240 NULL
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## 1070 D 0 No Deposit 6 NULL
## 1071 D 0 No Deposit 6 NULL
## 1072 A 0 No Deposit 240 NULL
## 1073 A 0 No Deposit 240 NULL
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## 1076 F 0 No Deposit NULL 110
## 1077 E 0 No Deposit 110 NULL
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## 1080 E 0 No Deposit 142 NULL
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## 1082 C 0 No Deposit 242 NULL
## 1083 A 0 No Deposit NULL NULL
## 1084 E 0 No Deposit 240 NULL
## 1085 A 0 No Deposit 147 NULL
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## 1087 A 0 No Deposit 240 NULL
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## 1090 E 0 No Deposit NULL NULL
## 1091 D 0 No Deposit 242 NULL
## 1092 A 0 No Deposit 240 NULL
## 1093 B 0 No Deposit 142 NULL
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## 1095 G 0 No Deposit NULL NULL
## 1096 D 1 No Deposit NULL NULL
## 1097 F 0 No Deposit 240 NULL
## 1098 E 0 No Deposit 240 NULL
## 1099 F 0 No Deposit 240 NULL
## 1100 D 1 No Deposit 242 NULL
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## 1104 D 0 No Deposit 242 NULL
## 1105 B 0 No Deposit 240 NULL
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## 1110 D 0 No Deposit 240 NULL
## 1111 D 0 No Deposit 240 NULL
## 1112 D 0 No Deposit NULL NULL
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## 1120 E 0 No Deposit 250 NULL
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## 1166 E 0 No Deposit 240 NULL
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## 1168 A 0 No Deposit 240 NULL
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## 1178 A 0 No Deposit 240 NULL
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## 1187 A 0 No Deposit 240 NULL
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## 1209 A 0 No Deposit 5 NULL
## 1210 A 0 No Deposit 240 NULL
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## 1213 A 0 No Deposit NULL NULL
## 1214 A 0 No Deposit 240 NULL
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## 1216 A 0 No Deposit 242 NULL
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## 1220 D 1 No Deposit 250 NULL
## 1221 A 0 No Deposit 240 NULL
## 1222 D 0 No Deposit NULL NULL
## 1223 D 0 No Deposit 250 NULL
## 1224 D 0 No Deposit 240 NULL
## 1225 D 0 No Deposit 240 NULL
## 1226 A 0 No Deposit 240 NULL
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## 1229 E 1 No Deposit 240 NULL
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## 1231 D 0 No Deposit 240 NULL
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## 1236 C 4 No Deposit 142 NULL
## 1237 A 0 No Deposit 242 NULL
## 1238 H 0 No Deposit 240 NULL
## 1239 A 0 No Deposit 156 NULL
## 1240 E 0 No Deposit 240 NULL
## 1241 D 0 No Deposit 250 NULL
## 1242 A 0 No Deposit 240 NULL
## 1243 A 0 No Deposit 240 NULL
## 1244 A 0 No Deposit 240 NULL
## 1245 A 0 No Deposit 240 NULL
## 1246 D 0 No Deposit 240 NULL
## 1247 A 0 No Deposit 240 NULL
## 1248 A 0 No Deposit 240 NULL
## 1249 A 0 No Deposit 240 NULL
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## 1252 A 2 No Deposit 240 NULL
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## 1255 A 0 No Deposit NULL NULL
## 1256 A 0 No Deposit 240 NULL
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## 1259 D 1 No Deposit 240 NULL
## 1260 A 0 No Deposit 240 NULL
## 1261 D 1 No Deposit 240 NULL
## 1262 D 0 No Deposit 240 NULL
## 1263 A 0 No Deposit 240 NULL
## 1264 A 0 No Deposit 240 NULL
## 1265 D 0 No Deposit 156 NULL
## 1266 F 0 No Deposit 241 NULL
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## 1268 C 0 No Deposit NULL NULL
## 1269 E 0 No Deposit 240 NULL
## 1270 A 0 No Deposit 250 NULL
## 1271 A 0 No Deposit 240 NULL
## 1272 D 0 No Deposit 261 NULL
## 1273 D 0 No Deposit 261 NULL
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## 1276 A 0 No Deposit 142 NULL
## 1277 C 0 No Deposit 134 NULL
## 1278 A 0 No Deposit 196 NULL
## 1279 D 0 No Deposit 261 NULL
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## 1281 H 1 No Deposit NULL NULL
## 1282 A 0 No Deposit 250 NULL
## 1283 A 0 No Deposit 261 NULL
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## 1286 D 1 No Deposit NULL NULL
## 1287 D 0 No Deposit 240 NULL
## 1288 D 0 No Deposit 240 NULL
## 1289 A 1 No Deposit 181 NULL
## 1290 A 0 No Deposit 240 NULL
## 1291 A 2 No Deposit 181 NULL
## 1292 A 1 No Deposit 250 NULL
## 1293 A 0 No Deposit 240 NULL
## 1294 D 1 No Deposit 261 NULL
## 1295 C 1 No Deposit 250 NULL
## 1296 A 1 No Deposit 240 NULL
## 1297 E 0 No Deposit 250 NULL
## 1298 D 0 No Deposit 240 NULL
## 1299 H 0 No Deposit 250 NULL
## 1300 A 0 No Deposit 240 NULL
## 1301 A 0 No Deposit 240 NULL
## 1302 A 0 No Deposit 240 NULL
## 1303 H 0 No Deposit 240 NULL
## 1304 C 0 No Deposit 250 NULL
## 1305 A 0 No Deposit 240 NULL
## 1306 E 0 No Deposit 240 NULL
## 1307 A 0 No Deposit 240 NULL
## 1308 D 0 No Deposit 142 NULL
## 1309 A 0 No Deposit 5 NULL
## 1310 A 0 No Deposit 240 NULL
## 1311 A 0 No Deposit 156 NULL
## 1312 E 0 No Deposit NULL NULL
## 1313 A 0 No Deposit 240 NULL
## 1314 D 0 No Deposit NULL NULL
## 1315 A 0 No Deposit 240 NULL
## 1316 A 0 No Deposit NULL NULL
## 1317 A 0 No Deposit NULL NULL
## 1318 C 1 No Deposit 241 NULL
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## 1320 F 0 No Deposit 240 NULL
## 1321 H 0 No Deposit 250 NULL
## 1322 F 0 No Deposit NULL NULL
## 1323 D 0 No Deposit 240 NULL
## 1324 A 0 No Deposit 240 NULL
## 1325 A 0 No Deposit 240 NULL
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## 1327 A 0 No Deposit 240 NULL
## 1328 A 0 No Deposit 240 NULL
## 1329 A 0 No Deposit 240 NULL
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## 1331 E 0 No Deposit NULL NULL
## 1332 C 1 No Deposit 250 NULL
## 1333 D 0 No Deposit NULL NULL
## 1334 A 0 No Deposit NULL NULL
## 1335 D 0 No Deposit NULL NULL
## 1336 D 1 No Deposit 240 NULL
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## 1338 F 0 No Deposit 241 NULL
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## 1341 E 2 No Deposit NULL NULL
## 1342 G 0 No Deposit 240 NULL
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## 1348 E 0 No Deposit 240 NULL
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## 1350 F 0 No Deposit 250 NULL
## 1351 D 0 No Deposit 156 NULL
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## 1354 A 0 No Deposit 240 NULL
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## 1357 A 0 No Deposit 181 NULL
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## 1362 E 0 No Deposit 240 NULL
## 1363 A 0 No Deposit 240 NULL
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## 1366 A 0 No Deposit NULL NULL
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## 1368 A 1 No Deposit 240 NULL
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## 1370 A 1 No Deposit 240 NULL
## 1371 A 1 No Deposit 240 NULL
## 1372 A 0 No Deposit 134 NULL
## 1373 A 0 No Deposit NULL NULL
## 1374 A 0 No Deposit 240 NULL
## 1375 B 0 No Deposit 134 NULL
## 1376 A 0 No Deposit 15 NULL
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## 1378 D 0 No Deposit 240 NULL
## 1379 E 0 No Deposit 156 NULL
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## 1381 A 0 No Deposit 240 NULL
## 1382 D 0 No Deposit 156 NULL
## 1383 A 0 No Deposit 240 NULL
## 1384 A 0 No Deposit 240 NULL
## 1385 A 0 No Deposit 156 NULL
## 1386 C 0 No Deposit 250 NULL
## 1387 A 0 No Deposit 240 NULL
## 1388 G 0 No Deposit 250 NULL
## 1389 D 0 No Deposit 134 NULL
## 1390 D 0 No Deposit 134 NULL
## 1391 A 0 No Deposit 134 NULL
## 1392 H 0 No Deposit NULL NULL
## 1393 A 0 No Deposit 240 NULL
## 1394 A 1 No Deposit 250 NULL
## 1395 A 0 No Deposit 240 NULL
## 1396 A 0 No Deposit NULL NULL
## 1397 G 1 No Deposit 242 NULL
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## 1399 C 0 No Deposit 250 NULL
## 1400 A 0 No Deposit 240 NULL
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## 1402 D 1 No Deposit NULL NULL
## 1403 A 0 No Deposit 250 NULL
## 1404 A 0 No Deposit 250 NULL
## 1405 A 0 No Deposit 250 NULL
## 1406 C 0 No Deposit 5 NULL
## 1407 D 0 No Deposit 241 NULL
## 1408 D 1 No Deposit 240 NULL
## 1409 D 0 No Deposit 240 NULL
## 1410 A 0 No Deposit 240 NULL
## 1411 A 0 No Deposit 240 NULL
## 1412 F 1 No Deposit 250 NULL
## 1413 F 0 No Deposit 250 NULL
## 1414 A 0 No Deposit 240 NULL
## 1415 C 0 No Deposit NULL NULL
## 1416 D 0 No Deposit 240 NULL
## 1417 A 1 No Deposit 250 NULL
## 1418 A 0 No Deposit 240 NULL
## 1419 C 0 No Deposit NULL NULL
## 1420 D 0 No Deposit 240 NULL
## 1421 A 0 No Deposit 142 NULL
## 1422 E 0 No Deposit 240 NULL
## 1423 F 0 No Deposit 250 NULL
## 1424 A 0 No Deposit 147 NULL
## 1425 H 0 No Deposit 240 NULL
## 1426 E 0 No Deposit 40 NULL
## 1427 D 0 No Deposit 240 NULL
## 1428 A 0 No Deposit 250 NULL
## 1429 E 0 No Deposit 240 NULL
## 1430 C 0 No Deposit 240 NULL
## 1431 D 0 No Deposit 240 NULL
## 1432 A 0 No Deposit 241 NULL
## 1433 C 0 No Deposit 241 NULL
## 1434 A 0 No Deposit 240 NULL
## 1435 D 1 No Deposit NULL NULL
## 1436 A 0 No Deposit 67 NULL
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## 1438 A 0 No Deposit NULL NULL
## 1439 D 1 No Deposit 240 NULL
## 1440 A 0 No Deposit NULL NULL
## 1441 C 5 No Deposit NULL NULL
## 1442 A 0 No Deposit 240 NULL
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## 1444 E 0 No Deposit 15 NULL
## 1445 D 0 No Deposit 240 NULL
## 1446 D 0 No Deposit NULL NULL
## 1447 A 1 No Deposit 240 NULL
## 1448 A 0 No Deposit 240 NULL
## 1449 A 0 No Deposit 250 NULL
## 1450 A 0 No Deposit 240 NULL
## 1451 A 0 No Deposit 147 NULL
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## 1453 A 0 No Deposit 241 NULL
## 1454 F 0 No Deposit 250 NULL
## 1455 D 0 No Deposit 240 NULL
## 1456 D 0 No Deposit 240 NULL
## 1457 E 0 No Deposit NULL NULL
## 1458 G 0 No Deposit 240 NULL
## 1459 A 0 No Deposit 240 NULL
## 1460 E 0 No Deposit 240 NULL
## 1461 A 0 No Deposit 240 NULL
## 1462 F 0 No Deposit 241 NULL
## 1463 E 0 No Deposit 240 NULL
## 1464 A 0 No Deposit 171 NULL
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## 1466 A 0 No Deposit 250 NULL
## 1467 A 0 No Deposit 240 NULL
## 1468 A 0 No Deposit 240 NULL
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## 1470 D 0 No Deposit 240 NULL
## 1471 E 0 No Deposit 240 NULL
## 1472 A 0 No Deposit 241 NULL
## 1473 A 0 No Deposit 242 NULL
## 1474 A 0 No Deposit 242 NULL
## 1475 D 0 No Deposit 240 NULL
## 1476 A 0 No Deposit 240 NULL
## 1477 C 3 No Deposit 250 NULL
## 1478 E 0 No Deposit 142 NULL
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## 1480 D 0 No Deposit 240 NULL
## 1481 G 0 No Deposit 240 NULL
## 1482 A 0 No Deposit 240 NULL
## 1483 A 0 No Deposit 240 NULL
## 1484 E 0 No Deposit 175 NULL
## 1485 D 0 No Deposit 240 NULL
## 1486 C 0 No Deposit 250 NULL
## 1487 A 0 No Deposit 240 NULL
## 1488 A 0 No Deposit 240 NULL
## 1489 C 0 No Deposit 250 NULL
## 1490 C 0 No Deposit 250 NULL
## 1491 D 0 No Deposit 240 NULL
## 1492 E 0 No Deposit 240 NULL
## 1493 E 0 No Deposit 240 NULL
## 1494 C 0 No Deposit 250 NULL
## 1495 F 0 No Deposit 240 NULL
## 1496 D 1 No Deposit 240 NULL
## 1497 B 2 No Deposit 250 NULL
## 1498 A 1 No Deposit 250 NULL
## 1499 D 0 No Deposit 240 NULL
## 1500 E 0 No Deposit 250 NULL
## 1501 D 0 No Deposit 240 NULL
## 1502 A 1 No Deposit 250 NULL
## 1503 D 0 No Deposit 240 NULL
## 1504 A 0 No Deposit 240 NULL
## 1505 A 0 No Deposit 142 NULL
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## 1507 A 1 No Deposit 241 NULL
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## 1510 D 0 No Deposit 240 NULL
## 1511 E 0 No Deposit 250 NULL
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## 1514 E 0 No Deposit 240 NULL
## 1515 A 0 No Deposit 8 NULL
## 1516 D 0 No Deposit 240 NULL
## 1517 E 0 No Deposit 40 NULL
## 1518 E 0 No Deposit 88 NULL
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## 1520 D 2 No Deposit 240 NULL
## 1521 E 0 No Deposit 240 NULL
## 1522 D 0 No Deposit 240 NULL
## 1523 D 0 No Deposit 241 NULL
## 1524 D 0 No Deposit 241 NULL
## 1525 G 2 No Deposit 250 NULL
## 1526 C 0 No Deposit 96 NULL
## 1527 G 0 No Deposit 240 NULL
## 1528 G 0 No Deposit 240 NULL
## 1529 A 1 No Deposit 240 NULL
## 1530 E 0 No Deposit 5 NULL
## 1531 A 0 No Deposit NULL 268
## 1532 A 0 No Deposit NULL 268
## 1533 C 0 No Deposit 171 NULL
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## 1535 F 2 No Deposit 250 NULL
## 1536 A 1 No Deposit NULL 268
## 1537 A 0 No Deposit NULL 268
## 1538 A 0 No Deposit NULL 268
## 1539 A 0 No Deposit NULL 268
## 1540 A 0 No Deposit NULL NULL
## 1541 F 0 No Deposit 8 NULL
## 1542 A 0 No Deposit 240 NULL
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## 1544 F 0 No Deposit 8 NULL
## 1545 A 0 No Deposit 240 NULL
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## 1548 E 0 No Deposit 240 NULL
## 1549 D 1 No Deposit NULL NULL
## 1550 D 0 No Deposit 243 NULL
## 1551 D 0 No Deposit 40 NULL
## 1552 D 0 No Deposit 243 NULL
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## 1554 I 0 No Deposit 250 NULL
## 1555 D 0 No Deposit 40 NULL
## 1556 F 1 No Deposit NULL 110
## 1557 E 0 No Deposit 240 NULL
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## 1559 E 0 No Deposit 250 NULL
## 1560 C 0 Refundable 96 NULL
## 1561 E 1 No Deposit 240 NULL
## 1562 G 0 No Deposit 240 NULL
## 1563 F 0 No Deposit NULL NULL
## 1564 E 0 No Deposit 240 NULL
## 1565 E 0 No Deposit 240 NULL
## 1566 D 0 No Deposit 8 NULL
## 1567 D 0 No Deposit 142 NULL
## 1568 D 0 No Deposit 250 NULL
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## 1573 D 1 No Deposit 240 NULL
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## 1575 E 0 No Deposit 240 NULL
## 1576 C 0 No Deposit 242 NULL
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## 1578 A 0 No Deposit 142 NULL
## 1579 G 0 No Deposit 250 NULL
## 1580 A 0 No Deposit 240 NULL
## 1581 E 0 No Deposit 40 NULL
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## 1583 H 0 No Deposit 240 NULL
## 1584 E 0 No Deposit 240 NULL
## 1585 D 0 No Deposit NULL NULL
## 1586 D 0 No Deposit NULL NULL
## 1587 D 0 No Deposit 240 NULL
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## 1593 A 0 No Deposit 250 NULL
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## 1595 D 0 No Deposit 40 NULL
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## 1598 A 1 No Deposit 240 NULL
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## 1600 A 0 No Deposit 250 NULL
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## 1603 C 0 No Deposit 250 NULL
## 1604 G 1 No Deposit 240 NULL
## 1605 E 0 No Deposit 175 NULL
## 1606 E 0 No Deposit 175 NULL
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## 1612 A 0 No Deposit 240 NULL
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## 1615 A 1 No Deposit NULL NULL
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## 1617 A 0 No Deposit 250 NULL
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## 1622 A 0 No Deposit 240 NULL
## 1623 A 0 No Deposit 250 NULL
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## 1625 A 0 No Deposit 240 NULL
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## 1654 A 0 No Deposit 240 NULL
## 1655 A 0 No Deposit 240 NULL
## 1656 I 17 No Deposit 240 NULL
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## 1660 A 0 No Deposit 240 NULL
## 1661 A 0 No Deposit 240 NULL
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## 1664 A 0 No Deposit 242 NULL
## 1665 A 0 No Deposit 240 NULL
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## 1671 A 0 No Deposit 171 NULL
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## 1675 F 0 No Deposit NULL NULL
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## 1677 A 0 No Deposit 251 NULL
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## 1685 A 1 No Deposit 240 NULL
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## 1691 A 0 No Deposit 240 NULL
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## 1707 A 1 No Deposit 241 NULL
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## 1709 A 0 No Deposit 241 NULL
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## 1713 A 0 No Deposit 177 NULL
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## 1725 A 0 No Deposit 251 NULL
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## 1728 D 0 No Deposit NULL 59
## 1729 D 0 No Deposit NULL NULL
## 1730 D 0 No Deposit 240 NULL
## 1731 D 0 No Deposit 240 NULL
## 1732 D 0 No Deposit 250 NULL
## 1733 F 0 No Deposit 240 NULL
## 1734 H 0 No Deposit 240 NULL
## 1735 F 0 No Deposit 240 NULL
## 1736 A 0 No Deposit 240 NULL
## 1737 A 0 No Deposit 40 NULL
## 1738 A 0 No Deposit 26 NULL
## 1739 A 0 No Deposit 241 NULL
## 1740 D 0 No Deposit 40 NULL
## 1741 A 0 No Deposit 40 NULL
## 1742 A 0 No Deposit 240 NULL
## 1743 G 0 No Deposit 240 NULL
## 1744 D 0 No Deposit 240 NULL
## 1745 A 0 No Deposit 15 NULL
## 1746 A 2 No Deposit 240 NULL
## 1747 D 0 No Deposit 240 NULL
## 1748 D 2 No Deposit 240 NULL
## 1749 A 0 No Deposit 240 NULL
## 1750 A 0 No Deposit 275 NULL
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## 1752 D 0 No Deposit 241 NULL
## 1753 A 0 No Deposit 96 NULL
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## 1755 A 0 No Deposit 69 NULL
## 1756 A 0 No Deposit 275 NULL
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## 1758 A 0 No Deposit 240 NULL
## 1759 A 1 No Deposit 240 NULL
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## 1762 A 0 No Deposit 240 NULL
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## 1764 A 0 No Deposit 240 NULL
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## 1766 C 0 No Deposit 250 NULL
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## 1776 D 0 No Deposit 243 NULL
## 1777 D 0 No Deposit 243 NULL
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## 1779 E 0 No Deposit 240 NULL
## 1780 E 0 No Deposit 240 NULL
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## 1786 A 0 No Deposit 240 NULL
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## 1788 D 0 No Deposit 240 NULL
## 1789 D 0 No Deposit 240 NULL
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## 1793 G 0 No Deposit 250 NULL
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## 1795 A 0 No Deposit 240 NULL
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## 1798 E 0 No Deposit 240 NULL
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## 1800 D 0 No Deposit 240 NULL
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## 1806 A 0 No Deposit 240 NULL
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## 1826 A 1 No Deposit 240 NULL
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## 1829 A 0 No Deposit 240 NULL
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## 1832 D 0 No Deposit 240 NULL
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## 1839 A 0 No Deposit 240 NULL
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## 1841 A 1 No Deposit 250 NULL
## 1842 A 1 No Deposit 250 NULL
## 1843 A 1 No Deposit 250 NULL
## 1844 A 1 No Deposit 250 NULL
## 1845 A 0 No Deposit 240 NULL
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## 1847 A 0 No Deposit 240 NULL
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## 1849 A 0 No Deposit 250 NULL
## 1850 A 0 No Deposit 240 NULL
## 1851 A 0 No Deposit 175 NULL
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## 1855 A 0 No Deposit 250 NULL
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## 1859 F 0 No Deposit 250 NULL
## 1860 A 0 No Deposit 240 NULL
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## 1879 F 0 No Deposit 240 NULL
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## 1881 D 0 No Deposit 40 NULL
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## 1888 A 0 No Deposit 175 NULL
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## 1891 G 0 No Deposit 240 NULL
## 1892 A 0 No Deposit 240 NULL
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## 1906 A 0 No Deposit 208 NULL
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## 1911 A 0 No Deposit 208 NULL
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## 1915 A 0 No Deposit 208 NULL
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## 1920 A 0 No Deposit 240 NULL
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## 1935 A 0 No Deposit 240 NULL
## 1936 A 0 No Deposit 240 NULL
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## 1938 A 0 No Deposit 240 NULL
## 1939 E 0 No Deposit 5 NULL
## 1940 E 0 No Deposit NULL NULL
## 1941 G 2 No Deposit 242 NULL
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## 1944 C 0 No Deposit NULL 110
## 1945 C 0 No Deposit NULL 110
## 1946 C 0 No Deposit NULL 110
## 1947 C 0 No Deposit NULL 110
## 1948 E 0 No Deposit 240 NULL
## 1949 E 0 No Deposit 241 NULL
## 1950 F 0 No Deposit 156 NULL
## 1951 F 0 No Deposit 156 NULL
## 1952 B 0 No Deposit 175 NULL
## 1953 A 0 No Deposit 240 NULL
## 1954 E 0 No Deposit 240 NULL
## 1955 A 0 No Deposit 240 NULL
## 1956 G 1 No Deposit NULL NULL
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## 1959 D 0 No Deposit 115 NULL
## 1960 F 0 No Deposit 240 NULL
## 1961 C 0 No Deposit 240 NULL
## 1962 F 0 No Deposit 175 NULL
## 1963 A 0 No Deposit NULL NULL
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## 1965 E 0 No Deposit 240 NULL
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## 1969 A 0 No Deposit 243 NULL
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## 1972 A 4 No Deposit NULL 312
## 1973 G 0 No Deposit 240 NULL
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## 1975 A 0 No Deposit NULL NULL
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## 1980 E 1 No Deposit 240 NULL
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## 1982 D 0 No Deposit 250 NULL
## 1983 D 0 No Deposit 250 NULL
## 1984 A 0 No Deposit 240 NULL
## 1985 D 0 No Deposit 240 NULL
## 1986 D 0 No Deposit 171 NULL
## 1987 D 0 No Deposit 240 NULL
## 1988 A 0 No Deposit 241 NULL
## 1989 F 0 No Deposit 241 NULL
## 1990 D 0 No Deposit 240 NULL
## 1991 D 0 No Deposit 241 NULL
## 1992 H 0 No Deposit 240 NULL
## 1993 E 0 No Deposit 240 NULL
## 1994 D 0 No Deposit 240 NULL
## 1995 F 0 No Deposit NULL 110
## 1996 A 0 No Deposit 240 NULL
## 1997 A 0 No Deposit 208 NULL
## 1998 A 0 No Deposit 240 NULL
## 1999 A 0 No Deposit 240 NULL
## 2000 D 0 No Deposit 242 NULL
## 2001 G 0 No Deposit 250 NULL
## 2002 D 1 No Deposit 242 NULL
## 2003 A 0 No Deposit 240 NULL
## 2004 A 0 No Deposit 96 NULL
## 2005 G 0 No Deposit NULL NULL
## 2006 A 0 No Deposit 36 NULL
## 2007 F 0 No Deposit 240 NULL
## 2008 A 0 No Deposit 242 NULL
## 2009 E 0 No Deposit 242 NULL
## 2010 D 0 No Deposit NULL 110
## 2011 E 0 No Deposit 251 NULL
## 2012 A 0 No Deposit 240 NULL
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## 2014 D 0 No Deposit 243 NULL
## 2015 E 0 No Deposit 40 NULL
## 2016 A 0 No Deposit 243 NULL
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## 2018 A 0 No Deposit 240 NULL
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## 2020 A 0 No Deposit 240 NULL
## 2021 A 0 No Deposit 243 NULL
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## 2023 D 0 No Deposit 250 NULL
## 2024 A 1 No Deposit 240 NULL
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## 2026 A 0 No Deposit 243 NULL
## 2027 A 0 No Deposit 241 NULL
## 2028 A 0 No Deposit 240 NULL
## 2029 E 0 No Deposit 241 NULL
## 2030 E 0 No Deposit 175 NULL
## 2031 A 0 No Deposit 240 NULL
## 2032 A 0 No Deposit 240 NULL
## 2033 D 0 No Deposit 241 NULL
## 2034 A 0 No Deposit 115 NULL
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## 2036 D 0 No Deposit 241 NULL
## 2037 D 0 No Deposit 241 NULL
## 2038 A 0 No Deposit 240 NULL
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## 2040 D 0 No Deposit 40 NULL
## 2041 D 0 No Deposit 241 NULL
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## 2044 A 0 No Deposit 240 NULL
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## 2046 A 0 No Deposit 240 NULL
## 2047 A 0 No Deposit 240 NULL
## 2048 A 0 No Deposit 40 NULL
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## 2052 F 3 No Deposit 250 NULL
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## 2054 A 0 No Deposit 40 NULL
## 2055 A 0 No Deposit 69 NULL
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## 2058 A 0 No Deposit 240 NULL
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## 2060 A 0 No Deposit 240 NULL
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## 2063 G 0 No Deposit 110 NULL
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## 2065 A 0 No Deposit 256 NULL
## 2066 A 0 No Deposit 256 NULL
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## 2068 H 0 No Deposit 240 NULL
## 2069 A 0 No Deposit 256 NULL
## 2070 A 0 No Deposit 256 NULL
## 2071 A 0 No Deposit 256 NULL
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## 2073 A 0 No Deposit 256 NULL
## 2074 A 0 No Deposit 256 NULL
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## 2076 E 0 No Deposit 240 NULL
## 2077 E 0 No Deposit 240 NULL
## 2078 A 0 No Deposit 171 NULL
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## 2081 A 0 No Deposit 240 NULL
## 2082 A 0 No Deposit 171 NULL
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## 2084 D 0 No Deposit 171 NULL
## 2085 A 0 No Deposit 241 NULL
## 2086 A 0 No Deposit 240 NULL
## 2087 A 0 No Deposit 142 NULL
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## 2089 E 0 No Deposit 240 NULL
## 2090 D 0 No Deposit NULL NULL
## 2091 F 0 No Deposit 240 NULL
## 2092 C 0 No Deposit 240 NULL
## 2093 E 0 No Deposit 240 NULL
## 2094 E 0 No Deposit 250 NULL
## 2095 D 0 No Deposit 240 NULL
## 2096 E 0 No Deposit 250 NULL
## 2097 E 0 No Deposit 115 NULL
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## 2099 D 0 No Deposit NULL NULL
## 2100 A 0 No Deposit 314 NULL
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## 2102 D 0 No Deposit 2 NULL
## 2103 A 0 No Deposit 240 NULL
## 2104 A 0 No Deposit 243 NULL
## 2105 A 0 No Deposit 243 NULL
## 2106 A 0 No Deposit 240 NULL
## 2107 A 0 No Deposit 147 NULL
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## 2110 A 0 No Deposit 240 NULL
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## 2116 G 1 No Deposit 250 NULL
## 2117 G 0 No Deposit 240 NULL
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## 2119 E 1 No Deposit 240 NULL
## 2120 G 0 No Deposit 240 NULL
## 2121 A 0 No Deposit 171 NULL
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## 2123 H 0 No Deposit 240 NULL
## 2124 A 0 No Deposit 171 NULL
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## 2126 D 1 No Deposit 71 NULL
## 2127 A 0 No Deposit 171 NULL
## 2128 A 0 No Deposit 40 NULL
## 2129 D 0 No Deposit 115 NULL
## 2130 D 0 No Deposit 240 NULL
## 2131 D 0 No Deposit 240 NULL
## 2132 D 0 No Deposit 240 NULL
## 2133 C 0 No Deposit NULL NULL
## 2134 A 0 Non Refund 96 NULL
## 2135 A 0 Non Refund 96 NULL
## 2136 A 0 Non Refund 96 NULL
## 2137 A 0 Non Refund 96 NULL
## 2138 A 0 No Deposit 240 NULL
## 2139 A 0 No Deposit 250 NULL
## 2140 C 0 No Deposit NULL NULL
## 2141 G 0 No Deposit NULL NULL
## 2142 A 0 Non Refund 96 NULL
## 2143 A 0 Non Refund 96 NULL
## 2144 A 0 No Deposit 175 NULL
## 2145 A 0 No Deposit 175 NULL
## 2146 A 0 No Deposit 240 NULL
## 2147 A 0 No Deposit 240 NULL
## 2148 C 0 No Deposit 240 NULL
## 2149 A 0 No Deposit 314 NULL
## 2150 A 0 No Deposit 241 NULL
## 2151 A 0 No Deposit 240 NULL
## 2152 A 0 No Deposit 240 NULL
## 2153 F 0 No Deposit 240 NULL
## 2154 A 0 No Deposit 240 NULL
## 2155 A 0 No Deposit 240 NULL
## 2156 E 0 No Deposit 240 NULL
## 2157 A 0 No Deposit 240 NULL
## 2158 A 0 No Deposit 240 NULL
## 2159 A 0 No Deposit 241 NULL
## 2160 A 0 No Deposit 36 NULL
## 2161 F 0 No Deposit 250 NULL
## 2162 D 0 No Deposit 40 NULL
## 2163 G 0 No Deposit 241 NULL
## 2164 F 3 No Deposit 240 NULL
## 2165 A 0 No Deposit 96 NULL
## 2166 A 0 No Deposit 240 NULL
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## 2168 A 0 No Deposit 240 NULL
## 2169 G 0 No Deposit 250 NULL
## 2170 D 1 No Deposit NULL NULL
## 2171 E 0 No Deposit 110 NULL
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## 2173 D 0 No Deposit 240 NULL
## 2174 A 0 No Deposit NULL NULL
## 2175 D 0 No Deposit 240 NULL
## 2176 G 0 No Deposit 240 NULL
## 2177 G 0 No Deposit 242 NULL
## 2178 E 0 No Deposit 175 NULL
## 2179 A 0 No Deposit 250 NULL
## 2180 A 1 No Deposit 240 NULL
## 2181 E 0 No Deposit 40 NULL
## 2182 A 0 Non Refund 15 NULL
## 2183 A 0 Non Refund 15 NULL
## 2184 A 0 Non Refund 15 NULL
## 2185 A 0 Non Refund 15 NULL
## 2186 A 0 Non Refund 15 NULL
## 2187 A 0 Non Refund 15 NULL
## 2188 A 0 Non Refund 15 NULL
## 2189 A 0 Non Refund 15 NULL
## 2190 A 0 Non Refund 15 NULL
## 2191 A 0 Non Refund 15 NULL
## 2192 A 0 Non Refund 15 NULL
## 2193 A 0 Non Refund 15 NULL
## 2194 A 0 No Deposit 6 NULL
## 2195 C 0 No Deposit 6 NULL
## 2196 G 0 No Deposit 240 NULL
## 2197 D 0 No Deposit 240 NULL
## 2198 A 0 No Deposit 240 NULL
## 2199 A 0 No Deposit 240 NULL
## 2200 D 0 No Deposit 240 NULL
## 2201 G 0 No Deposit 240 NULL
## 2202 A 0 No Deposit 242 NULL
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## 2204 C 0 No Deposit NULL NULL
## 2205 D 0 No Deposit 2 NULL
## 2206 C 0 No Deposit NULL NULL
## 2207 E 0 No Deposit 171 NULL
## 2208 C 1 No Deposit 241 NULL
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## 2210 A 0 No Deposit 240 NULL
## 2211 A 0 No Deposit 240 NULL
## 2212 A 0 No Deposit 240 NULL
## 2213 A 1 No Deposit 240 NULL
## 2214 A 0 No Deposit 156 NULL
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## 2216 A 0 No Deposit NULL 94
## 2217 A 0 No Deposit NULL 94
## 2218 A 0 No Deposit NULL 94
## 2219 A 0 No Deposit NULL NULL
## 2220 A 1 No Deposit 240 NULL
## 2221 A 0 No Deposit 241 NULL
## 2222 A 1 No Deposit NULL NULL
## 2223 G 0 No Deposit 240 NULL
## 2224 A 0 No Deposit NULL NULL
## 2225 I 1 No Deposit NULL 174
## 2226 A 0 No Deposit 240 NULL
## 2227 G 0 No Deposit 240 NULL
## 2228 G 0 No Deposit 250 NULL
## 2229 D 1 No Deposit NULL NULL
## 2230 E 0 No Deposit NULL NULL
## 2231 E 0 No Deposit 240 NULL
## 2232 A 0 No Deposit NULL NULL
## 2233 E 0 No Deposit 240 NULL
## 2234 D 0 No Deposit 147 NULL
## 2235 A 0 No Deposit 240 NULL
## 2236 A 0 No Deposit 250 NULL
## 2237 A 0 No Deposit 240 NULL
## 2238 A 0 No Deposit 240 NULL
## 2239 A 0 No Deposit 240 NULL
## 2240 A 0 No Deposit 240 NULL
## 2241 F 0 No Deposit NULL NULL
## 2242 A 1 No Deposit NULL NULL
## 2243 C 1 No Deposit NULL NULL
## 2244 A 0 No Deposit 250 NULL
## 2245 A 0 No Deposit 241 NULL
## 2246 A 0 No Deposit 36 NULL
## 2247 A 1 No Deposit NULL NULL
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## 2249 D 0 No Deposit 177 NULL
## 2250 A 0 No Deposit 314 NULL
## 2251 D 0 No Deposit 177 NULL
## 2252 A 0 No Deposit 250 NULL
## 2253 D 0 No Deposit 171 NULL
## 2254 D 0 No Deposit 171 NULL
## 2255 A 0 No Deposit NULL NULL
## 2256 G 0 No Deposit 126 NULL
## 2257 F 0 No Deposit 240 NULL
## 2258 D 0 No Deposit 240 NULL
## 2259 A 2 No Deposit NULL NULL
## 2260 F 0 No Deposit 250 NULL
## 2261 A 3 No Deposit NULL NULL
## 2262 D 0 No Deposit 250 NULL
## 2263 A 0 No Deposit NULL NULL
## 2264 A 1 No Deposit 250 NULL
## 2265 E 0 No Deposit 240 NULL
## 2266 A 1 No Deposit NULL NULL
## 2267 A 0 No Deposit 250 NULL
## 2268 A 0 No Deposit 250 NULL
## 2269 D 2 No Deposit 281 NULL
## 2270 A 2 No Deposit NULL NULL
## 2271 D 0 No Deposit 250 NULL
## 2272 A 1 No Deposit 250 NULL
## 2273 A 0 No Deposit 281 NULL
## 2274 A 0 No Deposit 250 NULL
## 2275 C 0 No Deposit 250 NULL
## 2276 D 0 No Deposit 281 NULL
## 2277 A 0 No Deposit 250 NULL
## 2278 D 0 No Deposit 240 NULL
## 2279 A 0 No Deposit 314 NULL
## 2280 A 0 No Deposit 142 NULL
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## 2282 A 0 No Deposit 8 NULL
## 2283 A 0 No Deposit 314 NULL
## 2284 F 0 No Deposit 250 NULL
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## 2286 E 2 No Deposit 314 NULL
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## 2288 A 0 No Deposit NULL 274
## 2289 D 0 No Deposit 250 NULL
## 2290 A 0 No Deposit 240 NULL
## 2291 A 0 No Deposit 250 NULL
## 2292 A 0 No Deposit 250 NULL
## 2293 A 2 No Deposit NULL NULL
## 2294 E 0 No Deposit 240 NULL
## 2295 A 0 No Deposit 281 NULL
## 2296 A 0 No Deposit 250 NULL
## 2297 A 0 No Deposit 250 NULL
## 2298 A 0 Non Refund 134 NULL
## 2299 A 0 Non Refund 134 NULL
## 2300 A 0 Non Refund 134 NULL
## 2301 A 0 Non Refund 134 NULL
## 2302 A 0 Non Refund 134 NULL
## 2303 A 0 Non Refund 134 NULL
## 2304 A 0 No Deposit 241 NULL
## 2305 A 0 Non Refund 134 NULL
## 2306 A 0 Non Refund 134 NULL
## 2307 E 0 No Deposit 240 NULL
## 2308 G 1 No Deposit 240 NULL
## 2309 C 0 No Deposit 250 NULL
## 2310 A 0 No Deposit 250 NULL
## 2311 A 0 No Deposit 240 NULL
## 2312 A 1 No Deposit 314 NULL
## 2313 A 0 Non Refund 134 NULL
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## 2315 A 0 Non Refund 134 NULL
## 2316 A 0 Non Refund 134 NULL
## 2317 A 0 Non Refund 134 NULL
## 2318 A 0 Non Refund 134 NULL
## 2319 A 0 Non Refund 134 NULL
## 2320 A 0 Non Refund 134 NULL
## 2321 A 0 Non Refund 134 NULL
## 2322 A 0 Non Refund 134 NULL
## 2323 A 0 Non Refund 134 NULL
## 2324 A 0 Non Refund 134 NULL
## 2325 A 0 Non Refund 134 NULL
## 2326 A 0 No Deposit 241 NULL
## 2327 A 0 No Deposit 250 NULL
## 2328 E 0 No Deposit 240 NULL
## 2329 A 0 Non Refund 134 NULL
## 2330 A 0 Non Refund 134 NULL
## 2331 A 0 Non Refund 134 NULL
## 2332 A 0 No Deposit 241 NULL
## 2333 A 0 No Deposit 314 NULL
## 2334 A 0 No Deposit 314 NULL
## 2335 A 0 No Deposit 196 NULL
## 2336 A 0 Non Refund 134 NULL
## 2337 A 0 Non Refund 134 NULL
## 2338 A 0 Non Refund 134 NULL
## 2339 A 0 Non Refund 134 NULL
## 2340 D 0 No Deposit 240 NULL
## 2341 A 0 No Deposit NULL NULL
## 2342 D 0 No Deposit 240 NULL
## 2343 D 0 No Deposit 240 NULL
## 2344 D 0 No Deposit 240 NULL
## 2345 D 0 No Deposit 175 NULL
## 2346 D 0 No Deposit 171 NULL
## 2347 A 0 No Deposit NULL NULL
## 2348 E 0 No Deposit 281 NULL
## 2349 E 0 No Deposit 281 NULL
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## 2351 A 4 No Deposit NULL NULL
## 2352 D 0 No Deposit 240 NULL
## 2353 D 0 No Deposit 250 NULL
## 2354 D 1 No Deposit 240 NULL
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## 2356 A 0 No Deposit 314 NULL
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## 2359 H 0 No Deposit 240 NULL
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## 2362 F 0 No Deposit NULL NULL
## 2363 D 0 No Deposit 250 NULL
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## 2367 A 0 No Deposit 314 NULL
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## 2369 A 0 Non Refund 96 NULL
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## 2375 A 0 Non Refund 96 NULL
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## 2378 A 0 Non Refund 96 NULL
## 2379 A 0 No Deposit 96 NULL
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## 2383 D 0 No Deposit 240 NULL
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## 2386 A 0 No Deposit 240 NULL
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## 2388 A 0 No Deposit 240 NULL
## 2389 A 2 No Deposit 171 NULL
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## 2392 A 0 No Deposit 250 NULL
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## 2394 A 0 No Deposit 240 NULL
## 2395 A 0 No Deposit 314 NULL
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## 2400 A 0 No Deposit 240 NULL
## 2401 A 0 No Deposit 240 NULL
## 2402 A 0 No Deposit 240 NULL
## 2403 A 0 No Deposit 240 NULL
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## 2407 A 0 No Deposit 242 NULL
## 2408 I 0 No Deposit NULL 174
## 2409 A 0 No Deposit 240 NULL
## 2410 I 0 No Deposit NULL 174
## 2411 A 0 No Deposit NULL 195
## 2412 A 0 No Deposit NULL 195
## 2413 A 0 No Deposit NULL 195
## 2414 A 0 No Deposit 96 NULL
## 2415 A 1 No Deposit 240 NULL
## 2416 A 0 No Deposit NULL 113
## 2417 E 0 No Deposit 241 NULL
## 2418 E 0 No Deposit NULL NULL
## 2419 D 0 No Deposit NULL NULL
## 2420 A 0 No Deposit NULL NULL
## 2421 F 0 No Deposit 273 NULL
## 2422 C 1 No Deposit 147 NULL
## 2423 A 0 No Deposit 240 NULL
## 2424 E 0 No Deposit 240 NULL
## 2425 A 0 No Deposit NULL NULL
## 2426 A 2 No Deposit 240 NULL
## 2427 A 0 No Deposit NULL NULL
## 2428 A 0 No Deposit 240 NULL
## 2429 G 0 No Deposit 240 NULL
## 2430 G 0 No Deposit 240 NULL
## 2431 F 0 No Deposit 250 NULL
## 2432 E 0 No Deposit 250 NULL
## 2433 A 1 No Deposit 5 NULL
## 2434 A 0 No Deposit 240 NULL
## 2435 D 0 No Deposit 240 NULL
## 2436 A 1 No Deposit 5 NULL
## 2437 D 0 No Deposit 240 NULL
## 2438 A 0 No Deposit 240 NULL
## 2439 A 0 No Deposit 242 NULL
## 2440 I 3 No Deposit NULL 223
## 2441 E 1 No Deposit NULL 223
## 2442 G 0 No Deposit 250 NULL
## 2443 A 0 No Deposit 8 NULL
## 2444 D 1 No Deposit 240 NULL
## 2445 D 1 No Deposit 240 NULL
## 2446 D 2 No Deposit 240 NULL
## 2447 A 1 No Deposit NULL NULL
## 2448 A 2 No Deposit NULL 223
## 2449 D 0 No Deposit NULL NULL
## 2450 A 1 No Deposit NULL 223
## 2451 E 0 No Deposit 241 NULL
## 2452 A 0 No Deposit 240 NULL
## 2453 A 0 No Deposit 240 NULL
## 2454 A 0 No Deposit 240 NULL
## 2455 F 0 No Deposit 314 NULL
## 2456 A 1 No Deposit NULL NULL
## 2457 E 0 No Deposit 240 NULL
## 2458 A 0 No Deposit 240 NULL
## 2459 A 0 No Deposit 240 NULL
## 2460 E 0 No Deposit NULL NULL
## 2461 F 1 No Deposit 250 NULL
## 2462 D 1 No Deposit 240 NULL
## 2463 D 0 No Deposit 240 NULL
## 2464 E 0 No Deposit 240 NULL
## 2465 D 0 No Deposit 243 NULL
## 2466 C 0 No Deposit 241 NULL
## 2467 A 0 No Deposit 142 NULL
## 2468 E 1 No Deposit 241 NULL
## 2469 E 0 No Deposit 243 NULL
## 2470 A 0 No Deposit 240 NULL
## 2471 D 1 No Deposit 240 NULL
## 2472 A 0 No Deposit 243 NULL
## 2473 D 0 No Deposit 240 NULL
## 2474 G 0 No Deposit 147 NULL
## 2475 A 0 No Deposit 240 NULL
## 2476 A 0 No Deposit 240 NULL
## 2477 D 0 No Deposit NULL 154
## 2478 D 0 No Deposit 240 NULL
## 2479 D 0 No Deposit 8 NULL
## 2480 D 0 No Deposit 8 NULL
## 2481 F 0 No Deposit NULL NULL
## 2482 D 0 No Deposit 127 NULL
## 2483 D 1 No Deposit 240 NULL
## 2484 D 0 No Deposit 240 NULL
## 2485 D 0 No Deposit 240 NULL
## 2486 D 0 No Deposit 241 NULL
## 2487 A 0 No Deposit NULL NULL
## 2488 A 0 No Deposit NULL NULL
## 2489 A 0 No Deposit NULL NULL
## 2490 A 0 No Deposit NULL NULL
## 2491 A 0 No Deposit NULL NULL
## 2492 A 0 No Deposit NULL NULL
## 2493 A 0 No Deposit NULL NULL
## 2494 A 0 No Deposit NULL NULL
## 2495 A 0 No Deposit NULL NULL
## 2496 D 0 No Deposit 240 NULL
## 2497 A 0 No Deposit NULL NULL
## 2498 A 0 No Deposit NULL NULL
## 2499 A 0 No Deposit NULL NULL
## 2500 A 0 No Deposit NULL NULL
## 2501 A 0 No Deposit NULL NULL
## 2502 A 0 No Deposit NULL NULL
## 2503 A 0 No Deposit NULL NULL
## 2504 A 0 No Deposit NULL NULL
## 2505 A 0 No Deposit NULL NULL
## 2506 D 0 No Deposit 240 NULL
## 2507 A 0 No Deposit NULL NULL
## 2508 A 0 No Deposit NULL NULL
## 2509 A 0 No Deposit NULL NULL
## 2510 A 0 No Deposit NULL NULL
## 2511 A 0 No Deposit NULL NULL
## 2512 E 0 No Deposit 40 NULL
## 2513 A 0 No Deposit 40 NULL
## 2514 A 0 No Deposit 147 NULL
## 2515 D 0 No Deposit 314 NULL
## 2516 A 0 No Deposit 142 NULL
## 2517 A 0 No Deposit 171 NULL
## 2518 D 1 No Deposit NULL NULL
## 2519 D 0 No Deposit NULL NULL
## 2520 E 0 No Deposit NULL NULL
## 2521 F 1 No Deposit 250 NULL
## 2522 F 0 No Deposit 240 NULL
## 2523 C 0 No Deposit 314 NULL
## 2524 F 0 No Deposit 171 NULL
## 2525 G 1 No Deposit 250 NULL
## 2526 D 0 No Deposit 115 NULL
## 2527 A 0 No Deposit 314 NULL
## 2528 E 0 No Deposit 40 NULL
## 2529 A 1 No Deposit 240 NULL
## 2530 A 0 No Deposit 240 NULL
## 2531 I 0 No Deposit 240 NULL
## 2532 I 0 No Deposit 240 NULL
## 2533 A 0 No Deposit 146 NULL
## 2534 A 0 No Deposit 208 NULL
## 2535 A 0 No Deposit 208 NULL
## 2536 G 0 No Deposit 240 NULL
## 2537 A 0 No Deposit 208 NULL
## 2538 D 2 No Deposit 208 NULL
## 2539 C 0 No Deposit 208 NULL
## 2540 A 0 No Deposit 208 NULL
## 2541 A 0 No Deposit 241 NULL
## 2542 D 0 No Deposit 240 NULL
## 2543 A 0 No Deposit 241 NULL
## 2544 A 0 No Deposit 177 NULL
## 2545 D 0 No Deposit 240 NULL
## 2546 D 0 No Deposit 240 NULL
## 2547 A 1 No Deposit 241 NULL
## 2548 A 0 No Deposit 241 NULL
## 2549 D 0 No Deposit 240 NULL
## 2550 E 0 No Deposit 250 NULL
## 2551 D 1 No Deposit 240 NULL
## 2552 E 0 No Deposit 240 NULL
## 2553 D 1 No Deposit NULL NULL
## 2554 E 1 No Deposit 240 NULL
## 2555 D 0 No Deposit 240 NULL
## 2556 A 0 No Deposit 240 NULL
## 2557 D 0 No Deposit 242 NULL
## 2558 E 0 No Deposit 240 NULL
## 2559 F 0 No Deposit 241 NULL
## 2560 C 0 No Deposit 2 NULL
## 2561 E 1 No Deposit 240 NULL
## 2562 F 0 No Deposit 177 NULL
## 2563 D 0 No Deposit 243 NULL
## 2564 C 0 No Deposit 243 NULL
## 2565 D 0 No Deposit 243 NULL
## 2566 H 0 No Deposit 250 NULL
## 2567 D 0 No Deposit 243 NULL
## 2568 D 0 No Deposit 240 NULL
## 2569 E 0 No Deposit 240 NULL
## 2570 E 1 No Deposit 240 NULL
## 2571 A 0 No Deposit 240 NULL
## 2572 E 0 No Deposit 240 NULL
## 2573 E 0 No Deposit 240 NULL
## 2574 D 0 No Deposit 240 NULL
## 2575 E 0 No Deposit 240 NULL
## 2576 E 0 No Deposit 240 NULL
## 2577 E 0 No Deposit 240 NULL
## 2578 E 1 No Deposit 240 NULL
## 2579 A 0 No Deposit 243 NULL
## 2580 D 0 No Deposit 243 NULL
## 2581 A 1 No Deposit 26 NULL
## 2582 G 0 No Deposit 240 NULL
## 2583 E 0 No Deposit 240 NULL
## 2584 E 0 No Deposit 240 NULL
## 2585 E 0 No Deposit 240 NULL
## 2586 D 1 No Deposit NULL 317
## 2587 F 0 No Deposit NULL NULL
## 2588 G 0 No Deposit 240 NULL
## 2589 D 2 No Deposit NULL 317
## 2590 D 0 No Deposit 240 NULL
## 2591 D 0 No Deposit 240 NULL
## 2592 D 0 No Deposit NULL NULL
## 2593 D 0 No Deposit 240 NULL
## 2594 D 2 No Deposit NULL 317
## 2595 D 0 No Deposit NULL NULL
## 2596 G 0 No Deposit 253 NULL
## 2597 D 0 No Deposit NULL NULL
## 2598 A 1 No Deposit NULL NULL
## 2599 D 0 No Deposit 240 NULL
## 2600 D 2 No Deposit NULL NULL
## 2601 D 0 No Deposit NULL NULL
## 2602 A 0 No Deposit 241 NULL
## 2603 D 0 No Deposit 240 NULL
## 2604 D 0 No Deposit 241 NULL
## 2605 C 0 No Deposit 2 NULL
## 2606 C 0 No Deposit 2 NULL
## 2607 A 0 No Deposit 241 NULL
## 2608 F 0 No Deposit 250 NULL
## 2609 A 0 No Deposit 240 NULL
## 2610 A 0 No Deposit 240 NULL
## 2611 D 0 No Deposit 240 NULL
## 2612 A 0 No Deposit 240 NULL
## 2613 A 0 No Deposit 240 NULL
## 2614 E 0 No Deposit 240 NULL
## 2615 B 0 No Deposit 2 NULL
## 2616 E 0 No Deposit 5 NULL
## 2617 A 2 No Deposit 240 NULL
## 2618 D 0 No Deposit 240 NULL
## 2619 E 0 No Deposit 250 NULL
## 2620 C 0 No Deposit 240 NULL
## 2621 D 4 No Deposit NULL 317
## 2622 G 0 No Deposit NULL NULL
## 2623 D 0 No Deposit 240 NULL
## 2624 A 0 No Deposit 240 NULL
## 2625 A 0 No Deposit NULL NULL
## 2626 A 0 Non Refund NULL NULL
## 2627 A 0 Non Refund NULL NULL
## 2628 A 0 Non Refund NULL NULL
## 2629 A 0 Non Refund NULL NULL
## 2630 A 0 Non Refund NULL NULL
## 2631 A 0 Non Refund NULL NULL
## 2632 A 0 Non Refund NULL NULL
## 2633 A 0 Non Refund NULL NULL
## 2634 A 0 Non Refund NULL NULL
## 2635 A 0 Non Refund NULL NULL
## 2636 A 0 Non Refund NULL NULL
## 2637 A 0 Non Refund NULL NULL
## 2638 A 0 Non Refund NULL NULL
## 2639 A 0 Non Refund NULL NULL
## 2640 A 0 Non Refund NULL NULL
## 2641 A 0 Non Refund NULL NULL
## 2642 A 0 Non Refund NULL NULL
## 2643 A 0 Non Refund NULL NULL
## 2644 D 0 No Deposit 240 NULL
## 2645 A 0 Non Refund NULL NULL
## 2646 A 0 Non Refund NULL NULL
## 2647 A 0 Non Refund NULL NULL
## 2648 A 0 Non Refund NULL NULL
## 2649 A 0 Non Refund NULL NULL
## 2650 A 0 Non Refund NULL NULL
## 2651 D 0 No Deposit 240 NULL
## 2652 A 0 Non Refund NULL NULL
## 2653 A 0 Non Refund NULL NULL
## 2654 A 0 Non Refund NULL NULL
## 2655 A 0 Non Refund NULL NULL
## 2656 A 0 Non Refund NULL NULL
## 2657 A 0 Non Refund NULL NULL
## 2658 A 0 Non Refund NULL NULL
## 2659 A 0 Non Refund NULL NULL
## 2660 A 0 Non Refund NULL NULL
## 2661 A 0 Non Refund NULL NULL
## 2662 A 0 Non Refund NULL NULL
## 2663 E 0 No Deposit 240 NULL
## 2664 E 0 No Deposit 240 NULL
## 2665 D 0 No Deposit NULL NULL
## 2666 D 0 No Deposit 240 NULL
## 2667 D 0 No Deposit 171 NULL
## 2668 A 0 No Deposit NULL NULL
## 2669 A 0 No Deposit 177 NULL
## 2670 A 0 No Deposit 314 NULL
## 2671 E 0 No Deposit 175 NULL
## 2672 E 0 No Deposit 240 NULL
## 2673 G 0 No Deposit 240 NULL
## 2674 E 0 No Deposit 240 NULL
## 2675 E 0 No Deposit 240 NULL
## 2676 A 0 No Deposit 143 NULL
## 2677 A 0 No Deposit 175 NULL
## 2678 D 0 No Deposit 240 NULL
## 2679 F 0 No Deposit 250 NULL
## 2680 A 0 Non Refund NULL NULL
## 2681 A 0 Non Refund NULL NULL
## 2682 A 0 Non Refund NULL NULL
## 2683 A 0 Non Refund NULL NULL
## 2684 A 0 Non Refund NULL NULL
## 2685 D 0 No Deposit 240 NULL
## 2686 G 0 No Deposit 240 NULL
## 2687 A 0 No Deposit 8 NULL
## 2688 D 0 No Deposit 314 NULL
## 2689 A 0 No Deposit 243 NULL
## 2690 A 1 No Deposit 240 NULL
## 2691 C 0 No Deposit 242 NULL
## 2692 D 0 No Deposit 242 NULL
## 2693 A 0 No Deposit 240 NULL
## 2694 D 1 No Deposit 8 NULL
## 2695 D 0 No Deposit 8 NULL
## 2696 E 1 No Deposit 240 NULL
## 2697 E 0 No Deposit NULL 281
## 2698 G 2 No Deposit 185 281
## 2699 A 0 Non Refund 281 NULL
## 2700 A 0 Non Refund 281 NULL
## 2701 A 0 Non Refund 281 NULL
## 2702 A 0 Non Refund 281 NULL
## 2703 A 0 Non Refund 281 NULL
## 2704 A 0 No Deposit 240 NULL
## 2705 D 0 No Deposit NULL NULL
## 2706 E 1 No Deposit NULL NULL
## 2707 A 0 No Deposit 240 NULL
## 2708 D 0 No Deposit NULL NULL
## 2709 A 0 No Deposit NULL NULL
## 2710 A 0 No Deposit 240 NULL
## 2711 A 0 No Deposit 196 NULL
## 2712 A 0 No Deposit 240 NULL
## 2713 A 0 No Deposit 240 NULL
## 2714 A 0 No Deposit 196 NULL
## 2715 A 0 No Deposit 240 NULL
## 2716 F 0 No Deposit 240 NULL
## 2717 D 0 No Deposit 240 NULL
## 2718 A 1 No Deposit 240 NULL
## 2719 A 0 No Deposit 156 NULL
## 2720 D 0 No Deposit NULL NULL
## 2721 A 0 No Deposit NULL 118
## 2722 A 2 No Deposit 240 NULL
## 2723 A 0 No Deposit NULL NULL
## 2724 A 1 No Deposit NULL NULL
## 2725 A 0 No Deposit NULL NULL
## 2726 A 0 No Deposit NULL NULL
## 2727 A 0 No Deposit NULL NULL
## 2728 D 0 No Deposit NULL 59
## 2729 A 0 No Deposit NULL NULL
## 2730 D 0 No Deposit NULL NULL
## 2731 D 0 No Deposit 240 NULL
## 2732 D 0 No Deposit 240 NULL
## 2733 D 1 No Deposit 240 NULL
## 2734 A 0 No Deposit 240 NULL
## 2735 A 0 No Deposit NULL 274
## 2736 A 1 No Deposit 240 NULL
## 2737 E 1 No Deposit NULL NULL
## 2738 A 2 No Deposit 240 NULL
## 2739 A 0 No Deposit NULL NULL
## 2740 A 1 No Deposit NULL NULL
## 2741 E 0 No Deposit 250 NULL
## 2742 A 0 No Deposit NULL NULL
## 2743 F 0 No Deposit NULL NULL
## 2744 D 1 No Deposit 240 NULL
## 2745 D 0 No Deposit 250 NULL
## 2746 D 0 No Deposit NULL NULL
## 2747 A 0 No Deposit NULL NULL
## 2748 A 0 No Deposit NULL NULL
## 2749 A 0 No Deposit 240 NULL
## 2750 D 0 No Deposit NULL NULL
## 2751 A 0 No Deposit NULL NULL
## 2752 E 1 No Deposit 240 NULL
## 2753 A 0 No Deposit NULL NULL
## 2754 A 0 No Deposit 240 NULL
## 2755 D 0 No Deposit NULL NULL
## 2756 F 0 No Deposit NULL NULL
## 2757 A 0 No Deposit 240 NULL
## 2758 A 0 No Deposit 177 NULL
## 2759 A 0 No Deposit 177 NULL
## 2760 A 0 No Deposit NULL NULL
## 2761 E 0 No Deposit 241 NULL
## 2762 D 0 No Deposit 96 NULL
## 2763 A 0 No Deposit NULL NULL
## 2764 E 2 No Deposit NULL NULL
## 2765 D 0 No Deposit 241 NULL
## 2766 E 0 No Deposit 241 NULL
## 2767 E 0 No Deposit 240 NULL
## 2768 D 0 No Deposit 240 NULL
## 2769 A 0 No Deposit NULL NULL
## 2770 A 0 Non Refund NULL NULL
## 2771 A 0 Non Refund NULL NULL
## 2772 A 0 No Deposit NULL NULL
## 2773 A 0 Non Refund NULL NULL
## 2774 A 0 No Deposit NULL NULL
## 2775 A 0 Non Refund NULL NULL
## 2776 A 0 No Deposit NULL NULL
## 2777 F 0 No Deposit NULL NULL
## 2778 A 0 No Deposit 330 NULL
## 2779 D 0 No Deposit NULL NULL
## 2780 A 0 No Deposit NULL NULL
## 2781 D 0 No Deposit 240 NULL
## 2782 D 1 No Deposit 240 NULL
## 2783 D 0 No Deposit NULL NULL
## 2784 A 0 Non Refund NULL NULL
## 2785 A 0 Non Refund NULL NULL
## 2786 A 0 Non Refund NULL NULL
## 2787 E 0 No Deposit 250 NULL
## 2788 A 0 Non Refund NULL NULL
## 2789 A 0 No Deposit NULL NULL
## 2790 A 0 Non Refund NULL NULL
## 2791 A 0 Non Refund NULL NULL
## 2792 D 0 No Deposit NULL NULL
## 2793 A 0 No Deposit NULL NULL
## 2794 A 0 No Deposit NULL NULL
## 2795 A 0 Non Refund NULL NULL
## 2796 A 0 Non Refund NULL NULL
## 2797 A 0 No Deposit 330 NULL
## 2798 D 0 No Deposit NULL NULL
## 2799 A 0 No Deposit 330 NULL
## 2800 A 0 No Deposit NULL NULL
## 2801 D 0 No Deposit 241 NULL
## 2802 A 0 No Deposit NULL NULL
## 2803 A 0 No Deposit 175 NULL
## 2804 A 0 No Deposit NULL NULL
## 2805 A 0 No Deposit NULL NULL
## 2806 A 0 No Deposit NULL NULL
## 2807 D 0 No Deposit NULL NULL
## 2808 D 0 No Deposit 240 NULL
## 2809 A 0 No Deposit NULL NULL
## 2810 A 0 No Deposit NULL NULL
## 2811 E 0 No Deposit NULL NULL
## 2812 A 0 Non Refund NULL NULL
## 2813 A 0 Non Refund NULL NULL
## 2814 A 0 Non Refund NULL NULL
## 2815 A 0 Non Refund NULL NULL
## 2816 A 0 Non Refund NULL NULL
## 2817 A 0 No Deposit NULL NULL
## 2818 E 1 No Deposit 250 NULL
## 2819 A 0 No Deposit 240 NULL
## 2820 H 0 No Deposit 240 NULL
## 2821 A 0 No Deposit 240 NULL
## 2822 A 0 No Deposit NULL NULL
## 2823 A 1 No Deposit NULL NULL
## 2824 D 0 No Deposit 250 NULL
## 2825 A 0 No Deposit NULL NULL
## 2826 G 1 No Deposit 240 NULL
## 2827 A 1 No Deposit 240 NULL
## 2828 A 0 No Deposit 240 NULL
## 2829 A 0 No Deposit 240 NULL
## 2830 A 0 No Deposit 240 NULL
## 2831 D 0 No Deposit 240 NULL
## 2832 A 0 No Deposit 240 NULL
## 2833 A 0 No Deposit 36 NULL
## 2834 A 0 No Deposit 240 NULL
## 2835 E 0 No Deposit 156 NULL
## 2836 A 0 No Deposit NULL 94
## 2837 D 0 No Deposit 240 NULL
## 2838 D 0 No Deposit 240 NULL
## 2839 A 0 No Deposit 196 NULL
## 2840 D 1 No Deposit 240 NULL
## 2841 A 0 No Deposit NULL 94
## 2842 D 0 No Deposit 156 NULL
## 2843 A 0 No Deposit 240 NULL
## 2844 F 0 No Deposit 36 NULL
## 2845 E 0 No Deposit 156 NULL
## 2846 A 0 No Deposit 156 NULL
## 2847 A 0 No Deposit 240 NULL
## 2848 D 1 No Deposit NULL NULL
## 2849 D 1 No Deposit 240 NULL
## 2850 D 0 No Deposit 69 NULL
## 2851 D 0 No Deposit 69 NULL
## 2852 E 0 No Deposit 240 NULL
## 2853 A 0 No Deposit 281 NULL
## 2854 A 0 No Deposit 281 NULL
## 2855 A 0 No Deposit 281 NULL
## 2856 A 0 No Deposit 281 NULL
## 2857 A 0 No Deposit 281 NULL
## 2858 A 0 No Deposit 281 NULL
## 2859 A 0 No Deposit 281 NULL
## 2860 A 0 No Deposit 241 NULL
## 2861 E 0 No Deposit NULL NULL
## 2862 G 0 No Deposit NULL NULL
## 2863 A 0 No Deposit 240 NULL
## 2864 A 0 No Deposit NULL NULL
## 2865 D 0 No Deposit NULL NULL
## 2866 A 0 No Deposit 240 NULL
## 2867 D 1 No Deposit 240 NULL
## 2868 A 1 No Deposit 334 281
## 2869 D 1 No Deposit 240 NULL
## 2870 D 0 No Deposit 15 NULL
## 2871 C 0 No Deposit 196 NULL
## 2872 A 0 No Deposit 177 NULL
## 2873 D 0 No Deposit NULL 53
## 2874 D 0 No Deposit 314 NULL
## 2875 A 0 No Deposit 177 NULL
## 2876 D 0 No Deposit 8 NULL
## 2877 A 0 No Deposit 240 NULL
## 2878 A 2 No Deposit 328 281
## 2879 A 2 No Deposit 326 281
## 2880 A 1 No Deposit 326 281
## 2881 A 2 No Deposit 334 281
## 2882 A 6 No Deposit 328 281
## 2883 A 1 No Deposit 326 281
## 2884 A 2 No Deposit 334 281
## 2885 F 2 No Deposit 334 281
## 2886 A 0 No Deposit NULL 286
## 2887 A 0 No Deposit 240 NULL
## 2888 A 0 No Deposit 240 NULL
## 2889 A 1 No Deposit 240 NULL
## 2890 A 0 No Deposit 156 NULL
## 2891 A 1 No Deposit NULL 281
## 2892 A 0 No Deposit NULL 281
## 2893 A 3 No Deposit 185 281
## 2894 A 0 No Deposit NULL 12
## 2895 A 0 No Deposit NULL NULL
## 2896 A 0 No Deposit NULL NULL
## 2897 E 1 No Deposit 240 NULL
## 2898 E 1 No Deposit 240 NULL
## 2899 A 1 No Deposit 185 281
## 2900 E 0 No Deposit 314 NULL
## 2901 A 2 No Deposit 185 281
## 2902 A 1 No Deposit 240 NULL
## 2903 D 0 No Deposit 240 NULL
## 2904 D 0 No Deposit 240 NULL
## 2905 C 0 No Deposit 250 NULL
## 2906 D 0 No Deposit 115 NULL
## 2907 D 0 No Deposit 240 NULL
## 2908 D 0 No Deposit 240 NULL
## 2909 C 1 No Deposit 241 NULL
## 2910 D 0 No Deposit 156 NULL
## 2911 D 1 No Deposit 240 NULL
## 2912 D 1 No Deposit 240 NULL
## 2913 A 1 No Deposit 334 281
## 2914 E 2 No Deposit 185 281
## 2915 A 2 No Deposit 185 281
## 2916 A 2 No Deposit 185 281
## 2917 A 3 No Deposit 185 281
## 2918 A 1 No Deposit 334 281
## 2919 E 2 No Deposit 185 281
## 2920 D 0 No Deposit 240 NULL
## 2921 D 0 No Deposit 240 NULL
## 2922 E 0 No Deposit 321 NULL
## 2923 A 0 No Deposit 15 NULL
## 2924 E 0 No Deposit 6 NULL
## 2925 A 0 No Deposit NULL NULL
## 2926 D 0 No Deposit 15 NULL
## 2927 E 0 No Deposit 15 NULL
## 2928 E 0 No Deposit 240 NULL
## 2929 F 1 No Deposit 240 NULL
## 2930 D 0 No Deposit 240 NULL
## 2931 E 0 No Deposit 314 NULL
## 2932 E 0 No Deposit 314 NULL
## 2933 E 0 No Deposit 156 NULL
## 2934 E 0 No Deposit 156 NULL
## 2935 A 0 No Deposit 281 NULL
## 2936 A 0 No Deposit 281 NULL
## 2937 A 0 No Deposit 281 NULL
## 2938 A 0 No Deposit 240 NULL
## 2939 A 1 No Deposit 185 281
## 2940 A 0 No Deposit 240 NULL
## 2941 D 0 No Deposit 240 NULL
## 2942 A 1 No Deposit 185 281
## 2943 A 2 No Deposit 185 281
## 2944 A 0 No Deposit 281 NULL
## 2945 A 0 No Deposit 281 NULL
## 2946 A 2 No Deposit 185 281
## 2947 D 1 No Deposit 328 281
## 2948 A 2 No Deposit 185 281
## 2949 A 0 No Deposit 281 NULL
## 2950 A 0 No Deposit 281 NULL
## 2951 A 1 No Deposit 185 281
## 2952 A 0 No Deposit 281 NULL
## 2953 A 0 No Deposit 281 NULL
## 2954 A 1 No Deposit 185 281
## 2955 A 2 No Deposit 185 281
## 2956 A 0 No Deposit 240 NULL
## 2957 A 0 No Deposit 240 NULL
## 2958 D 0 No Deposit 240 NULL
## 2959 A 0 No Deposit 240 NULL
## 2960 D 1 No Deposit 240 NULL
## 2961 A 1 No Deposit 240 NULL
## 2962 D 0 No Deposit 171 NULL
## 2963 F 0 No Deposit NULL NULL
## 2964 D 1 No Deposit 240 NULL
## 2965 A 1 No Deposit 334 281
## 2966 D 2 No Deposit 185 281
## 2967 A 1 No Deposit 185 281
## 2968 D 1 No Deposit 334 281
## 2969 D 0 No Deposit 240 NULL
## 2970 A 2 No Deposit 185 281
## 2971 D 1 No Deposit 185 281
## 2972 A 1 No Deposit 185 281
## 2973 D 0 No Deposit 240 NULL
## 2974 E 0 No Deposit 314 NULL
## 2975 D 0 No Deposit 240 NULL
## 2976 D 0 No Deposit 240 NULL
## 2977 D 0 No Deposit NULL NULL
## 2978 H 1 No Deposit 240 NULL
## 2979 A 0 No Deposit NULL 270
## 2980 C 1 No Deposit 334 281
## 2981 D 2 No Deposit 240 NULL
## 2982 D 0 No Deposit NULL 47
## 2983 A 1 No Deposit 241 NULL
## 2984 A 3 No Deposit 185 281
## 2985 A 3 No Deposit 185 281
## 2986 E 0 No Deposit 314 NULL
## 2987 E 0 No Deposit 314 NULL
## 2988 D 0 No Deposit 240 NULL
## 2989 A 4 No Deposit 326 281
## 2990 D 0 No Deposit 240 NULL
## 2991 D 0 No Deposit 156 NULL
## 2992 D 0 No Deposit 240 NULL
## 2993 A 0 No Deposit 281 NULL
## 2994 A 0 No Deposit 281 NULL
## 2995 A 0 No Deposit 281 NULL
## 2996 A 0 No Deposit 250 NULL
## 2997 A 0 No Deposit 281 NULL
## 2998 D 2 No Deposit 250 NULL
## 2999 E 0 No Deposit NULL NULL
## 3000 D 1 No Deposit 96 NULL
## 3001 A 0 No Deposit 281 NULL
## 3002 A 0 No Deposit 281 NULL
## 3003 C 4 No Deposit 324 324
## 3004 A 0 No Deposit 281 NULL
## 3005 A 1 No Deposit 185 281
## 3006 A 0 No Deposit 281 NULL
## 3007 A 0 No Deposit 240 NULL
## 3008 C 0 No Deposit 240 NULL
## 3009 D 0 No Deposit 240 NULL
## 3010 D 1 No Deposit 240 NULL
## 3011 A 0 No Deposit 281 NULL
## 3012 A 0 No Deposit 281 NULL
## 3013 E 1 No Deposit 240 NULL
## 3014 D 0 No Deposit 240 NULL
## 3015 C 3 No Deposit 281 NULL
## 3016 A 2 No Deposit 185 281
## 3017 A 0 No Deposit 281 NULL
## 3018 A 0 No Deposit 281 NULL
## 3019 A 0 No Deposit 281 NULL
## 3020 D 0 No Deposit 240 NULL
## 3021 A 1 No Deposit NULL 281
## 3022 C 4 No Deposit 324 324
## 3023 D 1 No Deposit 240 NULL
## 3024 A 0 No Deposit 281 NULL
## 3025 A 0 No Deposit 281 NULL
## 3026 A 0 No Deposit 281 NULL
## 3027 D 0 No Deposit 240 NULL
## 3028 A 0 No Deposit 240 NULL
## 3029 D 0 No Deposit 240 NULL
## 3030 A 0 No Deposit 281 NULL
## 3031 D 0 No Deposit 240 NULL
## 3032 A 0 No Deposit 240 NULL
## 3033 A 3 No Deposit 324 324
## 3034 A 0 No Deposit 281 NULL
## 3035 D 0 No Deposit 240 NULL
## 3036 A 0 No Deposit 281 NULL
## 3037 A 0 No Deposit 281 NULL
## 3038 C 3 No Deposit 324 324
## 3039 A 0 No Deposit 281 NULL
## 3040 A 0 No Deposit 281 NULL
## 3041 A 0 No Deposit 281 NULL
## 3042 A 0 No Deposit 281 NULL
## 3043 A 0 No Deposit 281 NULL
## 3044 E 1 No Deposit 185 281
## 3045 E 2 No Deposit 334 281
## 3046 D 0 No Deposit 240 NULL
## 3047 C 2 No Deposit 334 281
## 3048 A 1 No Deposit 334 281
## 3049 A 3 No Deposit 334 281
## 3050 E 0 No Deposit 334 281
## 3051 A 1 No Deposit 324 324
## 3052 E 4 No Deposit 334 281
## 3053 A 0 No Deposit 281 NULL
## 3054 A 0 No Deposit 281 NULL
## 3055 A 0 No Deposit 281 NULL
## 3056 D 0 No Deposit 240 NULL
## 3057 D 0 No Deposit 240 NULL
## 3058 A 1 No Deposit 334 281
## 3059 C 1 No Deposit 334 281
## 3060 G 1 No Deposit 240 NULL
## 3061 D 0 No Deposit 240 NULL
## 3062 D 2 No Deposit 334 281
## 3063 C 2 No Deposit 334 281
## 3064 E 0 No Deposit 240 NULL
## 3065 A 1 No Deposit 185 281
## 3066 E 1 No Deposit 185 281
## 3067 E 1 No Deposit 185 281
## 3068 A 1 No Deposit 185 281
## 3069 F 4 No Deposit 324 324
## 3070 I 1 No Deposit 240 NULL
## 3071 I 0 No Deposit 240 NULL
## 3072 D 0 No Deposit 185 281
## 3073 F 0 No Deposit 240 NULL
## 3074 A 0 No Deposit 240 NULL
## 3075 F 0 No Deposit NULL NULL
## 3076 D 0 No Deposit 240 NULL
## 3077 A 0 No Deposit 6 NULL
## 3078 E 0 No Deposit NULL NULL
## 3079 E 0 No Deposit 185 281
## 3080 A 0 No Deposit 240 NULL
## 3081 D 0 No Deposit 240 NULL
## 3082 F 0 No Deposit 241 NULL
## 3083 E 0 No Deposit 240 NULL
## 3084 E 0 No Deposit 240 NULL
## 3085 D 0 No Deposit 240 NULL
## 3086 E 0 No Deposit 6 NULL
## 3087 A 1 No Deposit 314 NULL
## 3088 D 0 No Deposit 240 NULL
## 3089 A 0 No Deposit 240 NULL
## 3090 A 0 No Deposit 242 NULL
## 3091 A 0 No Deposit 242 NULL
## 3092 A 0 No Deposit 6 NULL
## 3093 A 0 No Deposit 240 NULL
## 3094 A 1 No Deposit 240 NULL
## 3095 A 1 No Deposit 240 NULL
## 3096 A 0 No Deposit 250 NULL
## 3097 A 0 No Deposit 240 NULL
## 3098 D 0 No Deposit 240 NULL
## 3099 A 0 No Deposit 240 NULL
## 3100 A 0 No Deposit 240 NULL
## 3101 E 0 No Deposit 321 NULL
## 3102 A 0 No Deposit 240 NULL
## 3103 A 1 No Deposit 115 NULL
## 3104 A 0 No Deposit 242 NULL
## 3105 D 0 No Deposit 240 NULL
## 3106 D 0 No Deposit 240 NULL
## 3107 A 0 No Deposit 313 NULL
## 3108 A 0 No Deposit 313 NULL
## 3109 A 0 No Deposit 313 NULL
## 3110 A 0 No Deposit 313 NULL
## 3111 A 0 No Deposit 313 NULL
## 3112 A 0 No Deposit 313 NULL
## 3113 A 0 No Deposit 313 NULL
## 3114 A 0 No Deposit 313 NULL
## 3115 A 0 No Deposit 313 NULL
## 3116 A 0 No Deposit 313 NULL
## 3117 A 0 No Deposit 313 NULL
## 3118 A 0 No Deposit 313 NULL
## 3119 A 1 No Deposit 313 NULL
## 3120 A 0 No Deposit 313 NULL
## 3121 A 0 No Deposit 313 NULL
## 3122 A 0 No Deposit 313 NULL
## 3123 A 0 No Deposit 313 NULL
## 3124 A 0 No Deposit 313 NULL
## days_in_waiting_list customer_type adr required_car_parking_spaces
## 1 0 Transient 0.00 0
## 2 0 Transient 0.00 0
## 3 0 Transient 75.00 0
## 4 0 Transient 75.00 0
## 5 0 Transient 98.00 0
## 6 0 Transient 98.00 0
## 7 0 Transient 107.00 0
## 8 0 Transient 103.00 0
## 9 0 Transient 82.00 0
## 10 0 Transient 105.50 0
## 11 0 Transient 123.00 0
## 12 0 Transient 145.00 0
## 13 0 Transient 97.00 0
## 14 0 Transient 154.77 0
## 15 0 Transient 94.71 0
## 16 0 Transient 97.00 0
## 17 0 Contract 97.50 0
## 18 0 Transient 88.20 0
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## 20 0 Transient 153.00 0
## 21 0 Transient 97.29 0
## 22 0 Transient 84.67 0
## 23 0 Transient 84.67 0
## 24 0 Transient 99.67 0
## 25 0 Contract 94.95 0
## 26 0 Transient 63.60 1
## 27 0 Contract 79.50 0
## 28 0 Transient 107.00 0
## 29 0 Transient 94.00 0
## 30 0 Transient 87.30 1
## 31 0 Transient 62.00 0
## 32 0 Transient 63.86 0
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## 35 0 Transient 108.80 0
## 36 0 Transient 108.80 0
## 37 0 Transient 98.00 0
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## 39 0 Transient 108.80 0
## 40 0 Transient 137.00 0
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## 43 0 Transient 123.00 0
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## 95 0 Transient 123.00 0
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## 122 0 Transient 105.00 0
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## 129 0 Transient 114.50 0
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## 131 0 Transient-Party 73.80 0
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## 140 0 Transient 167.00 0
## 141 0 Transient 225.00 2
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## 143 0 Transient 87.30 0
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## 145 0 Transient 123.00 0
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## 154 0 Transient 98.40 0
## 155 0 Transient 175.00 1
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## 161 0 Transient 167.00 0
## 162 0 Transient 123.00 0
## 163 0 Transient 117.81 1
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## 165 0 Transient 210.00 1
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## 239 0 Transient 65.42 0
## 240 0 Transient 98.00 0
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## 245 0 Contract 119.25 0
## 246 0 Contract 134.73 0
## 247 0 Transient 112.00 0
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## 249 0 Transient 131.00 0
## 250 0 Transient 88.20 0
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## 255 0 Transient 185.00 1
## 256 0 Transient 87.30 0
## 257 0 Transient 73.80 0
## 258 0 Transient 120.00 0
## 259 0 Transient 98.00 0
## 260 0 Transient 96.30 0
## 261 0 Transient-Party 197.00 0
## 262 0 Transient-Party 197.00 0
## 263 0 Transient 123.00 0
## 264 0 Transient 82.00 0
## 265 0 Transient 165.00 1
## 266 0 Transient 149.40 0
## 267 0 Transient 106.84 1
## 268 0 Transient 161.00 1
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## 270 0 Transient 144.43 1
## 271 0 Transient 152.00 0
## 272 0 Transient 125.54 0
## 273 0 Transient 133.83 0
## 274 0 Transient 159.75 1
## 275 0 Transient 120.60 0
## 276 0 Transient 112.20 0
## 277 0 Transient 110.60 0
## 278 0 Transient 105.90 0
## 279 0 Transient 95.27 0
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## 282 0 Transient 120.60 0
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## 291 0 Transient 123.00 0
## 292 0 Transient 123.00 0
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## 300 0 Transient 131.00 0
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## 304 0 Transient 213.75 0
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## 307 0 Transient 129.29 1
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## 311 0 Transient 93.00 0
## 312 0 Transient 132.29 0
## 313 0 Transient 123.00 0
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## 315 0 Transient 149.00 0
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## 319 0 Contract 119.25 0
## 320 0 Transient 123.00 0
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## 322 0 Transient 123.00 0
## 323 0 Transient 144.43 1
## 324 0 Transient 126.00 0
## 325 0 Transient 148.30 1
## 326 0 Transient 125.22 0
## 327 0 Transient 123.00 0
## 328 0 Contract 130.00 1
## 329 0 Contract 133.16 0
## 330 0 Transient 78.84 0
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## 342 0 Transient 130.05 1
## 343 0 Contract 123.00 0
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## 345 0 Transient 196.00 0
## 346 0 Transient 149.40 1
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## 349 0 Transient 100.86 0
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## 358 0 Transient 123.00 0
## 359 0 Transient 110.00 1
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## 363 0 Transient 165.00 1
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## 374 0 Transient 163.80 0
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## 380 0 Transient 184.60 0
## 381 0 Transient 181.22 0
## 382 0 Transient 100.86 0
## 383 0 Transient 100.20 1
## 384 0 Transient 134.25 1
## 385 0 Contract 96.30 0
## 386 0 Transient 83.09 0
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## 388 0 Transient 134.00 0
## 389 0 Transient 8.00 0
## 390 0 Transient 146.00 1
## 391 0 Transient 126.00 0
## 392 0 Transient 111.15 0
## 393 0 Transient 136.20 0
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## 397 0 Transient 230.67 1
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## 400 0 Transient 168.57 0
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## 407 0 Transient 187.50 1
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## 453 0 Transient 75.44 0
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## 457 0 Contract 130.00 0
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## 2750 0 Transient 42.00 1
## 2751 0 Transient 42.00 1
## 2752 0 Transient 76.00 0
## 2753 0 Transient 54.00 1
## 2754 0 Transient 0.00 0
## 2755 0 Transient 36.00 0
## 2756 0 Transient 72.00 1
## 2757 0 Transient 48.00 0
## 2758 0 Transient-Party 41.45 0
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## 2762 0 Transient 54.00 0
## 2763 0 Transient 45.66 0
## 2764 0 Transient 36.00 0
## 2765 0 Transient 37.40 0
## 2766 0 Transient 49.74 0
## 2767 0 Transient 0.00 0
## 2768 0 Transient 50.40 0
## 2769 0 Transient 36.00 0
## 2770 0 Transient 36.00 0
## 2771 0 Transient 36.00 0
## 2772 0 Transient 36.00 0
## 2773 0 Transient 36.00 0
## 2774 0 Transient 36.00 0
## 2775 0 Transient 36.00 0
## 2776 0 Transient 56.00 0
## 2777 0 Transient 72.00 1
## 2778 0 Transient 44.50 0
## 2779 0 Transient 49.00 0
## 2780 0 Transient 36.00 1
## 2781 0 Transient 48.00 0
## 2782 0 Transient 49.00 0
## 2783 0 Transient 36.00 0
## 2784 0 Transient 36.00 0
## 2785 0 Transient 36.00 0
## 2786 0 Transient 36.00 0
## 2787 0 Transient 58.00 0
## 2788 0 Transient-Party 36.00 0
## 2789 0 Transient 42.00 1
## 2790 0 Transient 36.00 0
## 2791 0 Transient 36.00 0
## 2792 0 Transient 36.00 1
## 2793 0 Transient 36.00 0
## 2794 0 Transient 36.00 0
## 2795 0 Transient 36.00 0
## 2796 0 Transient 36.00 0
## 2797 0 Transient 44.50 0
## 2798 0 Transient 36.00 0
## 2799 0 Transient 37.00 1
## 2800 0 Transient 36.00 0
## 2801 0 Transient 38.81 1
## 2802 0 Transient 36.00 0
## 2803 0 Transient 39.20 0
## 2804 0 Transient 36.00 0
## 2805 0 Transient 36.00 0
## 2806 0 Transient 36.00 1
## 2807 0 Transient 36.00 0
## 2808 0 Transient 49.00 0
## 2809 0 Transient 36.00 1
## 2810 0 Transient 36.00 1
## 2811 0 Transient 36.00 1
## 2812 0 Transient 36.00 0
## 2813 0 Transient 36.00 0
## 2814 0 Transient 36.00 0
## 2815 0 Transient 36.00 0
## 2816 0 Transient 36.00 0
## 2817 0 Transient 36.00 0
## 2818 0 Transient 88.00 0
## 2819 0 Transient 46.00 0
## 2820 0 Transient 114.00 1
## 2821 0 Transient 58.00 0
## 2822 0 Transient 36.00 0
## 2823 0 Transient 36.00 0
## 2824 0 Transient 48.00 0
## 2825 0 Transient 36.00 0
## 2826 0 Transient 69.00 0
## 2827 0 Transient 71.00 0
## 2828 0 Transient 34.43 0
## 2829 0 Transient 34.43 0
## 2830 0 Transient 51.84 0
## 2831 0 Transient 46.65 1
## 2832 0 Transient 37.29 0
## 2833 0 Transient 47.60 0
## 2834 0 Transient 34.97 0
## 2835 0 Transient 46.76 0
## 2836 0 Transient 25.00 0
## 2837 0 Transient 49.00 0
## 2838 0 Transient 39.00 0
## 2839 0 Transient 55.00 0
## 2840 0 Transient 44.10 0
## 2841 0 Transient 25.00 0
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## 2844 0 Transient 56.16 0
## 2845 0 Transient 61.87 0
## 2846 0 Transient 24.80 0
## 2847 0 Transient 46.00 0
## 2848 0 Transient 48.00 0
## 2849 0 Transient 50.50 0
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## 2851 0 Transient 29.00 0
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## 2866 0 Transient 40.00 1
## 2867 0 Transient 43.20 0
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## 2870 0 Transient 33.30 0
## 2871 0 Transient 41.40 0
## 2872 0 Transient-Party 26.10 0
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## 2874 0 Transient 47.60 0
## 2875 0 Transient-Party 22.50 0
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## 2878 0 Transient-Party 40.00 0
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## 2886 0 Transient 35.00 0
## 2887 0 Transient 59.00 0
## 2888 0 Transient 36.00 0
## 2889 0 Transient 44.10 0
## 2890 0 Contract 24.79 0
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## 2895 0 Transient 40.00 0
## 2896 0 Transient 40.00 0
## 2897 0 Transient 105.50 0
## 2898 0 Transient 111.50 1
## 2899 0 Transient-Party 36.00 0
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## 2901 0 Transient-Party 43.20 0
## 2902 0 Transient 44.10 0
## 2903 0 Transient 36.00 0
## 2904 0 Transient 70.00 0
## 2905 0 Transient 93.00 0
## 2906 0 Transient 26.10 0
## 2907 0 Transient 54.40 0
## 2908 0 Transient 57.00 0
## 2909 0 Transient 77.30 1
## 2910 0 Contract 24.80 0
## 2911 0 Transient 62.50 0
## 2912 0 Transient 62.50 0
## 2913 0 Transient-Party 40.00 0
## 2914 0 Transient-Party 52.20 0
## 2915 0 Transient-Party 36.00 0
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## 2917 0 Transient-Party 36.00 0
## 2918 0 Transient-Party 40.00 0
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## 2922 0 Transient 30.00 1
## 2923 0 Transient 32.62 0
## 2924 0 Transient 40.50 0
## 2925 0 Transient 49.00 0
## 2926 0 Transient 32.62 0
## 2927 0 Transient 40.50 0
## 2928 0 Transient 78.00 0
## 2929 0 Transient 104.00 1
## 2930 0 Transient 94.00 1
## 2931 0 Transient 62.16 1
## 2932 0 Transient 56.16 0
## 2933 0 Transient 60.30 0
## 2934 0 Transient 38.47 0
## 2935 0 Transient-Party 40.00 0
## 2936 0 Transient-Party 40.00 0
## 2937 0 Transient-Party 40.00 0
## 2938 0 Transient 66.00 0
## 2939 0 Transient-Party 36.00 0
## 2940 0 Transient 36.00 0
## 2941 0 Transient 32.40 0
## 2942 0 Transient-Party 36.00 0
## 2943 0 Transient-Party 36.00 0
## 2944 0 Transient-Party 40.00 0
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## 2955 0 Transient-Party 36.75 1
## 2956 0 Transient 30.00 0
## 2957 0 Transient 66.00 0
## 2958 0 Transient 54.88 0
## 2959 0 Transient 79.00 0
## 2960 0 Transient 94.00 1
## 2961 0 Transient 79.00 0
## 2962 0 Transient 54.00 0
## 2963 0 Transient 74.00 1
## 2964 0 Transient 71.33 0
## 2965 0 Transient-Party 48.00 0
## 2966 0 Transient-Party 43.20 0
## 2967 0 Transient-Party 36.00 0
## 2968 0 Transient-Party 48.00 0
## 2969 0 Transient 72.29 0
## 2970 0 Transient-Party 36.00 0
## 2971 0 Transient-Party 43.20 0
## 2972 0 Transient-Party 36.00 0
## 2973 0 Transient 63.92 0
## 2974 0 Contract 0.00 0
## 2975 0 Transient 49.00 0
## 2976 0 Transient 55.00 1
## 2977 0 Transient 40.00 0
## 2978 0 Transient 108.00 1
## 2979 0 Transient 35.00 0
## 2980 0 Group 48.00 0
## 2981 0 Transient 88.00 0
## 2982 0 Transient 35.00 0
## 2983 0 Transient 77.23 1
## 2984 0 Transient-Party 36.00 0
## 2985 0 Transient-Party 36.00 0
## 2986 0 Contract 56.16 0
## 2987 0 Contract 56.16 0
## 2988 0 Transient 52.20 0
## 2989 0 Transient-Party 48.00 0
## 2990 0 Transient 61.20 1
## 2991 0 Transient 55.04 0
## 2992 0 Transient 58.00 0
## 2993 0 Transient-Party 40.00 0
## 2994 0 Transient-Party 40.00 0
## 2995 0 Transient-Party 40.00 0
## 2996 0 Transient 47.70 0
## 2997 0 Transient-Party 40.00 0
## 2998 0 Transient 73.20 1
## 2999 0 Transient 79.00 1
## 3000 0 Transient 37.00 1
## 3001 0 Transient-Party 40.00 0
## 3002 0 Transient-Party 40.00 0
## 3003 0 Transient-Party 40.50 1
## 3004 0 Transient-Party 40.00 0
## 3005 0 Transient-Party 36.00 0
## 3006 0 Transient-Party 40.00 0
## 3007 0 Transient 53.00 0
## 3008 0 Transient 53.00 0
## 3009 0 Transient 27.90 0
## 3010 0 Transient 73.00 0
## 3011 0 Transient-Party 40.00 0
## 3012 0 Contract 48.00 0
## 3013 0 Transient 85.50 1
## 3014 0 Transient 53.00 0
## 3015 0 Contract 48.00 0
## 3016 0 Transient-Party 36.00 0
## 3017 0 Transient-Party 40.00 0
## 3018 0 Transient-Party 40.00 0
## 3019 0 Transient-Party 40.00 0
## 3020 0 Transient 53.00 0
## 3021 0 Transient-Party 40.00 0
## 3022 0 Transient-Party 43.20 0
## 3023 0 Transient 27.90 0
## 3024 0 Transient-Party 40.00 0
## 3025 0 Transient-Party 40.00 0
## 3026 0 Transient-Party 40.00 0
## 3027 0 Transient 53.00 0
## 3028 0 Transient 53.00 0
## 3029 0 Transient 59.00 1
## 3030 0 Contract 63.00 0
## 3031 0 Transient 66.64 0
## 3032 0 Transient 49.59 0
## 3033 0 Transient 36.00 0
## 3034 0 Contract 53.00 0
## 3035 0 Transient-Party 68.00 0
## 3036 0 Transient-Party 40.00 0
## 3037 0 Transient-Party 40.00 0
## 3038 0 Transient-Party 36.00 0
## 3039 0 Transient-Party 40.00 0
## 3040 0 Transient-Party 40.00 0
## 3041 0 Transient-Party 40.00 0
## 3042 0 Transient-Party 40.00 0
## 3043 0 Transient-Party 40.00 0
## 3044 0 Transient-Party 52.20 0
## 3045 0 Transient-Party 40.00 0
## 3046 0 Transient 66.00 1
## 3047 0 Transient-Party 40.00 0
## 3048 0 Transient-Party 40.00 0
## 3049 0 Transient-Party 40.00 0
## 3050 0 Transient-Party 40.00 0
## 3051 0 Transient-Party 36.00 0
## 3052 0 Transient-Party 40.00 0
## 3053 0 Transient-Party 40.00 0
## 3054 0 Transient-Party 40.00 0
## 3055 0 Transient-Party 40.00 0
## 3056 0 Transient-Party 68.00 0
## 3057 0 Transient-Party 78.00 0
## 3058 0 Transient-Party 40.00 0
## 3059 0 Transient-Party 40.00 0
## 3060 0 Transient 104.00 1
## 3061 0 Transient-Party 78.00 0
## 3062 0 Transient-Party 48.00 0
## 3063 0 Transient-Party 40.00 1
## 3064 0 Transient 77.10 1
## 3065 0 Transient-Party 36.00 0
## 3066 0 Transient-Party 52.20 0
## 3067 0 Transient-Party 52.20 0
## 3068 0 Transient-Party 43.20 0
## 3069 0 Transient-Party 36.00 0
## 3070 0 Transient-Party 0.00 0
## 3071 0 Transient-Party 0.00 0
## 3072 0 Transient-Party 43.20 0
## 3073 0 Transient 78.00 0
## 3074 0 Transient 52.20 0
## 3075 0 Transient 78.00 0
## 3076 0 Transient 78.00 0
## 3077 0 Transient 65.25 0
## 3078 0 Transient 51.00 0
## 3079 0 Transient-Party 58.20 1
## 3080 0 Transient 40.93 0
## 3081 0 Transient 63.47 0
## 3082 0 Transient 67.99 1
## 3083 0 Transient 62.83 0
## 3084 0 Transient 55.10 0
## 3085 0 Transient 58.00 0
## 3086 0 Transient 72.50 1
## 3087 0 Transient 65.23 0
## 3088 0 Transient 45.64 0
## 3089 0 Transient 29.16 0
## 3090 0 Transient 0.00 0
## 3091 0 Transient 0.00 0
## 3092 0 Transient 0.00 0
## 3093 0 Transient 39.00 0
## 3094 0 Transient 48.00 0
## 3095 0 Transient 48.00 0
## 3096 0 Transient 47.40 0
## 3097 0 Transient 32.40 0
## 3098 0 Transient 76.00 0
## 3099 0 Transient 34.51 0
## 3100 0 Transient 32.40 0
## 3101 0 Transient 0.00 1
## 3102 0 Transient 54.00 1
## 3103 0 Transient 28.10 0
## 3104 0 Transient 61.20 0
## 3105 0 Transient 36.00 1
## 3106 0 Transient 4.00 0
## 3107 65 Transient-Party 69.00 0
## 3108 65 Transient-Party 69.00 0
## 3109 65 Transient-Party 69.00 0
## 3110 0 Transient-Party 73.00 0
## 3111 0 Transient-Party 69.00 0
## 3112 65 Transient-Party 69.00 0
## 3113 65 Transient-Party 69.00 0
## 3114 65 Transient-Party 69.00 0
## 3115 0 Transient-Party 49.00 0
## 3116 65 Transient-Party 69.00 0
## 3117 65 Transient-Party 69.00 0
## 3118 65 Transient-Party 69.00 0
## 3119 65 Transient-Party 71.00 0
## 3120 65 Transient-Party 69.00 0
## 3121 65 Transient-Party 18.50 0
## 3122 65 Transient-Party 69.00 0
## 3123 0 Transient-Party 69.00 0
## 3124 65 Transient-Party 69.00 0
## total_of_special_requests reservation_status reservation_status_date
## 1 0 Check-Out 2015-07-01
## 2 0 Check-Out 2015-07-01
## 3 0 Check-Out 2015-07-02
## 4 0 Check-Out 2015-07-02
## 5 1 Check-Out 2015-07-03
## 6 1 Check-Out 2015-07-03
## 7 0 Check-Out 2015-07-03
## 8 1 Check-Out 2015-07-03
## 9 1 Canceled 2015-05-06
## 10 0 Canceled 2015-04-22
## 11 0 Canceled 2015-06-23
## 12 0 Check-Out 2015-07-05
## 13 3 Check-Out 2015-07-05
## 14 1 Check-Out 2015-07-05
## 15 0 Check-Out 2015-07-05
## 16 3 Check-Out 2015-07-05
## 17 0 Check-Out 2015-07-05
## 18 0 Check-Out 2015-07-02
## 19 0 Check-Out 2015-07-02
## 20 1 Check-Out 2015-07-05
## 21 1 Check-Out 2015-07-06
## 22 1 Check-Out 2015-07-07
## 23 1 Check-Out 2015-07-07
## 24 1 Check-Out 2015-07-07
## 25 1 Check-Out 2015-07-01
## 26 0 Check-Out 2015-07-08
## 27 0 Check-Out 2015-07-08
## 28 2 Canceled 2015-05-11
## 29 0 Check-Out 2015-07-08
## 30 1 Check-Out 2015-07-08
## 31 2 Check-Out 2015-07-15
## 32 0 Check-Out 2015-07-16
## 33 2 Canceled 2015-05-29
## 34 0 Check-Out 2015-07-08
## 35 1 Canceled 2015-05-19
## 36 1 Canceled 2015-06-19
## 37 0 Check-Out 2015-07-06
## 38 1 Check-Out 2015-07-06
## 39 0 Canceled 2015-05-23
## 40 1 Check-Out 2015-07-07
## 41 0 Canceled 2015-05-18
## 42 0 Check-Out 2015-07-07
## 43 0 Check-Out 2015-07-07
## 44 1 Check-Out 2015-07-07
## 45 2 Check-Out 2015-07-09
## 46 0 Canceled 2015-06-02
## 47 1 Check-Out 2015-07-09
## 48 2 Check-Out 2015-07-09
## 49 0 Check-Out 2015-07-09
## 50 1 Check-Out 2015-07-09
## 51 2 Check-Out 2015-07-09
## 52 0 Check-Out 2015-07-13
## 53 0 Check-Out 2015-07-16
## 54 0 Check-Out 2015-07-03
## 55 0 Check-Out 2015-07-03
## 56 2 Check-Out 2015-07-03
## 57 0 Check-Out 2015-07-03
## 58 2 Check-Out 2015-07-03
## 59 0 Check-Out 2015-07-03
## 60 1 Check-Out 2015-07-04
## 61 0 Check-Out 2015-07-04
## 62 2 Check-Out 2015-07-04
## 63 1 Check-Out 2015-07-05
## 64 0 Check-Out 2015-07-05
## 65 2 Canceled 2015-06-29
## 66 0 Check-Out 2015-07-05
## 67 0 Check-Out 2015-07-05
## 68 0 Check-Out 2015-07-05
## 69 2 Canceled 2015-06-16
## 70 2 Canceled 2015-06-18
## 71 1 Canceled 2015-07-03
## 72 1 Canceled 2015-06-12
## 73 0 Check-Out 2015-07-05
## 74 0 Check-Out 2015-07-05
## 75 0 Canceled 2015-06-09
## 76 0 Check-Out 2015-07-06
## 77 0 Canceled 2015-05-26
## 78 0 Check-Out 2015-07-07
## 79 0 Check-Out 2015-07-07
## 80 0 Check-Out 2015-07-11
## 81 0 Check-Out 2015-07-12
## 82 0 Canceled 2015-05-19
## 83 0 Check-Out 2015-07-13
## 84 1 Canceled 2015-06-09
## 85 0 Check-Out 2015-07-13
## 86 0 Check-Out 2015-07-17
## 87 1 Check-Out 2015-07-17
## 88 2 Canceled 2015-04-15
## 89 0 Check-Out 2015-07-04
## 90 2 Check-Out 2015-07-04
## 91 1 Check-Out 2015-07-04
## 92 0 Check-Out 2015-07-04
## 93 0 Check-Out 2015-07-04
## 94 2 Check-Out 2015-07-04
## 95 1 Canceled 2015-05-26
## 96 1 Canceled 2015-06-29
## 97 1 Canceled 2015-05-13
## 98 1 Check-Out 2015-07-10
## 99 2 Check-Out 2015-07-10
## 100 0 Check-Out 2015-07-10
## 101 1 Check-Out 2015-07-07
## 102 0 Check-Out 2015-07-07
## 103 2 Check-Out 2015-07-10
## 104 2 Check-Out 2015-07-10
## 105 1 Check-Out 2015-07-11
## 106 0 Canceled 2015-06-09
## 107 1 Canceled 2015-05-20
## 108 1 Canceled 2015-04-22
## 109 1 Check-Out 2015-07-11
## 110 2 Check-Out 2015-07-11
## 111 2 Check-Out 2015-07-11
## 112 2 Check-Out 2015-07-11
## 113 0 Check-Out 2015-07-11
## 114 1 Check-Out 2015-07-12
## 115 1 Canceled 2015-05-12
## 116 1 Check-Out 2015-07-12
## 117 1 Check-Out 2015-07-14
## 118 1 Check-Out 2015-07-14
## 119 1 Check-Out 2015-07-14
## 120 0 Check-Out 2015-07-05
## 121 0 Check-Out 2015-07-05
## 122 0 Canceled 2015-05-29
## 123 0 No-Show 2015-07-04
## 124 2 Canceled 2015-05-13
## 125 0 Canceled 2015-06-16
## 126 1 Check-Out 2015-07-05
## 127 0 Check-Out 2015-07-05
## 128 1 Check-Out 2015-07-06
## 129 0 Check-Out 2015-07-06
## 130 2 Check-Out 2015-07-06
## 131 1 Check-Out 2015-07-06
## 132 1 Check-Out 2015-07-06
## 133 0 Canceled 2015-07-01
## 134 0 Check-Out 2015-07-06
## 135 0 Check-Out 2015-07-06
## 136 0 Check-Out 2015-07-06
## 137 0 Check-Out 2015-07-06
## 138 0 Check-Out 2015-07-06
## 139 0 Canceled 2015-07-01
## 140 1 Check-Out 2015-07-06
## 141 0 Check-Out 2015-07-07
## 142 0 Check-Out 2015-07-07
## 143 2 Check-Out 2015-07-09
## 144 2 Check-Out 2015-07-10
## 145 0 Check-Out 2015-07-10
## 146 0 Check-Out 2015-07-10
## 147 0 Check-Out 2015-07-11
## 148 0 Check-Out 2015-07-11
## 149 0 Canceled 2015-06-17
## 150 0 Canceled 2015-05-01
## 151 1 Check-Out 2015-07-12
## 152 1 Check-Out 2015-07-12
## 153 1 Canceled 2015-03-30
## 154 0 Check-Out 2015-07-12
## 155 1 Check-Out 2015-07-14
## 156 2 Check-Out 2015-07-15
## 157 1 Check-Out 2015-07-15
## 158 0 Check-Out 2015-07-16
## 159 0 Check-Out 2015-07-19
## 160 0 Check-Out 2015-07-19
## 161 0 Check-Out 2015-07-11
## 162 2 Check-Out 2015-07-10
## 163 2 Check-Out 2015-07-10
## 164 1 Check-Out 2015-07-10
## 165 0 Check-Out 2015-07-10
## 166 2 Check-Out 2015-07-10
## 167 2 Check-Out 2015-07-10
## 168 2 Check-Out 2015-07-06
## 169 0 Check-Out 2015-07-06
## 170 0 Check-Out 2015-07-07
## 171 2 Check-Out 2015-07-08
## 172 1 Check-Out 2015-07-08
## 173 1 Check-Out 2015-07-09
## 174 0 Canceled 2015-06-03
## 175 0 Check-Out 2015-07-10
## 176 1 Check-Out 2015-07-10
## 177 0 Check-Out 2015-07-11
## 178 0 Check-Out 2015-07-11
## 179 1 Check-Out 2015-07-12
## 180 0 Check-Out 2015-07-12
## 181 0 Check-Out 2015-07-13
## 182 1 Canceled 2015-06-26
## 183 0 Check-Out 2015-07-13
## 184 1 Check-Out 2015-07-14
## 185 0 Canceled 2015-05-14
## 186 1 Check-Out 2015-07-16
## 187 1 Check-Out 2015-07-16
## 188 1 Check-Out 2015-07-16
## 189 2 Check-Out 2015-07-16
## 190 0 Check-Out 2015-07-17
## 191 0 Check-Out 2015-07-20
## 192 0 Check-Out 2015-07-20
## 193 0 Check-Out 2015-07-13
## 194 1 Canceled 2015-05-07
## 195 2 Check-Out 2015-07-10
## 196 1 Check-Out 2015-07-10
## 197 1 Check-Out 2015-07-07
## 198 1 Check-Out 2015-07-07
## 199 3 Check-Out 2015-07-08
## 200 0 Check-Out 2015-07-08
## 201 3 Check-Out 2015-07-08
## 202 1 Check-Out 2015-07-11
## 203 2 Check-Out 2015-07-11
## 204 1 Check-Out 2015-07-11
## 205 0 Check-Out 2015-07-11
## 206 0 Canceled 2015-05-28
## 207 2 Canceled 2015-04-13
## 208 0 Check-Out 2015-07-14
## 209 0 Canceled 2015-03-25
## 210 1 Check-Out 2015-07-21
## 211 1 Check-Out 2015-07-11
## 212 2 Check-Out 2015-07-12
## 213 1 Check-Out 2015-07-12
## 214 1 Canceled 2015-05-28
## 215 1 Check-Out 2015-07-12
## 216 1 Check-Out 2015-07-12
## 217 1 Canceled 2015-06-29
## 218 0 Check-Out 2015-07-09
## 219 1 Canceled 2015-07-08
## 220 1 Canceled 2015-07-08
## 221 1 Check-Out 2015-07-10
## 222 1 Canceled 2015-05-28
## 223 1 Check-Out 2015-07-14
## 224 1 Canceled 2015-04-15
## 225 1 Check-Out 2015-07-15
## 226 0 Check-Out 2015-07-15
## 227 0 Check-Out 2015-07-15
## 228 1 Check-Out 2015-07-16
## 229 3 Check-Out 2015-07-17
## 230 2 Check-Out 2015-07-17
## 231 3 Check-Out 2015-07-10
## 232 1 Check-Out 2015-07-11
## 233 0 Check-Out 2015-07-11
## 234 0 Canceled 2015-06-02
## 235 1 Canceled 2015-06-16
## 236 0 Canceled 2015-06-16
## 237 2 Check-Out 2015-07-12
## 238 0 Canceled 2015-06-23
## 239 0 Canceled 2015-06-27
## 240 1 Check-Out 2015-07-13
## 241 1 Check-Out 2015-07-14
## 242 0 Check-Out 2015-07-14
## 243 0 Check-Out 2015-07-16
## 244 0 Check-Out 2015-07-16
## 245 0 Check-Out 2015-07-16
## 246 0 Check-Out 2015-07-16
## 247 1 Check-Out 2015-07-16
## 248 2 Canceled 2015-05-13
## 249 0 Check-Out 2015-07-11
## 250 0 Check-Out 2015-07-12
## 251 1 Check-Out 2015-07-12
## 252 0 Check-Out 2015-07-12
## 253 1 Check-Out 2015-07-12
## 254 1 Check-Out 2015-07-12
## 255 1 Check-Out 2015-07-12
## 256 2 Check-Out 2015-07-12
## 257 1 Check-Out 2015-07-12
## 258 1 Check-Out 2015-07-13
## 259 1 Check-Out 2015-07-13
## 260 2 Check-Out 2015-07-13
## 261 1 Check-Out 2015-07-14
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## 871 2 Canceled 2015-07-08
## 872 1 Canceled 2015-08-01
## 873 2 Canceled 2015-06-29
## 874 2 Canceled 2015-06-29
## 875 1 Check-Out 2015-08-09
## 876 4 Check-Out 2015-08-08
## 877 1 Check-Out 2015-08-08
## 878 0 Check-Out 2015-08-09
## 879 1 Check-Out 2015-08-09
## 880 0 Check-Out 2015-08-11
## 881 0 Check-Out 2015-08-09
## 882 0 Canceled 2015-04-23
## 883 0 Check-Out 2015-08-03
## 884 0 Check-Out 2015-08-04
## 885 0 Canceled 2015-06-17
## 886 0 Canceled 2015-07-18
## 887 0 Canceled 2015-07-13
## 888 0 Canceled 2015-07-24
## 889 1 Check-Out 2015-08-10
## 890 1 Canceled 2015-03-28
## 891 0 Check-Out 2015-08-10
## 892 0 Canceled 2015-07-06
## 893 0 Canceled 2015-07-23
## 894 1 Check-Out 2015-08-04
## 895 2 Check-Out 2015-08-04
## 896 0 Check-Out 2015-08-05
## 897 0 Canceled 2015-07-29
## 898 0 Canceled 2015-07-06
## 899 2 Check-Out 2015-08-08
## 900 2 Check-Out 2015-08-08
## 901 1 Canceled 2015-07-21
## 902 2 Check-Out 2015-08-09
## 903 1 Canceled 2015-07-25
## 904 0 Check-Out 2015-08-11
## 905 2 Check-Out 2015-08-11
## 906 0 Check-Out 2015-08-11
## 907 1 Check-Out 2015-08-14
## 908 2 Check-Out 2015-08-05
## 909 0 Check-Out 2015-08-05
## 910 1 Canceled 2015-08-05
## 911 0 Check-Out 2015-08-06
## 912 0 Check-Out 2015-08-06
## 913 0 Canceled 2015-07-04
## 914 1 Canceled 2015-06-15
## 915 0 Check-Out 2015-08-09
## 916 1 Check-Out 2015-08-09
## 917 0 Canceled 2015-07-23
## 918 1 Canceled 2015-07-22
## 919 2 Check-Out 2015-08-09
## 920 3 Check-Out 2015-08-12
## 921 0 Canceled 2015-04-22
## 922 0 Canceled 2015-06-05
## 923 0 Check-Out 2015-08-07
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## 925 1 Check-Out 2015-08-09
## 926 1 Check-Out 2015-08-09
## 927 0 Check-Out 2015-08-10
## 928 0 Check-Out 2015-08-11
## 929 4 Check-Out 2015-08-11
## 930 1 Canceled 2015-07-21
## 931 3 Check-Out 2015-08-12
## 932 2 Check-Out 2015-08-14
## 933 0 Check-Out 2015-08-14
## 934 3 Check-Out 2015-08-16
## 935 2 Check-Out 2015-08-07
## 936 0 Check-Out 2015-08-08
## 937 0 Canceled 2015-06-22
## 938 4 Check-Out 2015-08-09
## 939 0 Canceled 2015-07-27
## 940 1 Check-Out 2015-08-09
## 941 3 Check-Out 2015-08-09
## 942 0 Canceled 2015-06-22
## 943 1 Check-Out 2015-08-10
## 944 2 Canceled 2015-08-04
## 945 2 Check-Out 2015-08-11
## 946 0 Canceled 2015-07-14
## 947 1 Canceled 2015-04-13
## 948 2 Check-Out 2015-08-11
## 949 2 Check-Out 2015-08-12
## 950 0 Canceled 2015-06-27
## 951 0 Canceled 2015-07-09
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## 953 1 Canceled 2015-05-14
## 954 1 Canceled 2015-05-14
## 955 2 Check-Out 2015-08-14
## 956 1 Check-Out 2015-08-16
## 957 0 Check-Out 2015-08-09
## 958 1 Canceled 2015-07-27
## 959 1 Canceled 2015-07-09
## 960 1 Check-Out 2015-08-10
## 961 1 Check-Out 2015-08-10
## 962 0 Canceled 2015-06-12
## 963 3 Check-Out 2015-08-11
## 964 1 Check-Out 2015-08-11
## 965 3 Check-Out 2015-08-12
## 966 1 Check-Out 2015-08-12
## 967 1 Canceled 2015-04-06
## 968 0 Canceled 2015-06-17
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## 970 1 Canceled 2015-05-19
## 971 0 No-Show 2015-08-08
## 972 1 Check-Out 2015-08-15
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## 975 0 Canceled 2015-08-08
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## 977 1 Canceled 2015-06-22
## 978 2 Canceled 2015-05-16
## 979 1 Canceled 2015-08-08
## 980 1 Check-Out 2015-08-15
## 981 0 Check-Out 2015-08-15
## 982 1 Canceled 2015-05-14
## 983 0 Canceled 2015-07-20
## 984 0 Check-Out 2015-08-21
## 985 0 Check-Out 2015-08-10
## 986 0 Check-Out 2015-08-10
## 987 1 Check-Out 2015-08-10
## 988 2 Canceled 2015-08-01
## 989 1 Canceled 2015-07-30
## 990 2 Check-Out 2015-08-12
## 991 1 Check-Out 2015-08-13
## 992 0 Check-Out 2015-08-13
## 993 0 Canceled 2015-06-22
## 994 0 Canceled 2015-04-06
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## 996 2 Canceled 2015-05-27
## 997 2 Canceled 2015-07-17
## 998 2 Canceled 2015-07-17
## 999 1 Check-Out 2015-08-15
## 1000 0 Check-Out 2015-08-16
## 1001 1 Check-Out 2015-08-16
## 1002 0 Canceled 2015-06-03
## 1003 0 Check-Out 2015-08-16
## 1004 0 Canceled 2015-06-08
## 1005 0 Check-Out 2015-08-16
## 1006 1 Canceled 2015-06-03
## 1007 1 Canceled 2015-06-03
## 1008 2 Check-Out 2015-08-10
## 1009 1 Check-Out 2015-08-13
## 1010 1 Canceled 2015-06-25
## 1011 2 Check-Out 2015-08-13
## 1012 0 Canceled 2015-06-04
## 1013 0 Check-Out 2015-08-13
## 1014 1 Canceled 2015-05-09
## 1015 0 Check-Out 2015-08-15
## 1016 0 Canceled 2015-06-19
## 1017 1 Check-Out 2015-08-16
## 1018 0 Canceled 2015-06-02
## 1019 1 Check-Out 2015-08-16
## 1020 1 Check-Out 2015-08-16
## 1021 1 Canceled 2015-06-24
## 1022 0 Canceled 2015-07-08
## 1023 0 Check-Out 2015-08-17
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## 1025 2 Canceled 2015-07-30
## 1026 2 Canceled 2015-07-14
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## 1028 1 Canceled 2015-06-22
## 1029 1 Check-Out 2015-08-21
## 1030 2 Check-Out 2015-08-11
## 1031 2 Check-Out 2015-08-11
## 1032 0 Canceled 2015-08-05
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## 1036 1 Canceled 2015-06-11
## 1037 1 Canceled 2015-06-11
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## 1041 2 Canceled 2015-07-17
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## 1045 3 Canceled 2015-06-30
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## 1050 0 Canceled 2015-06-04
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## 1052 1 Canceled 2015-05-06
## 1053 1 Check-Out 2015-08-18
## 1054 2 Check-Out 2015-08-21
## 1055 1 Check-Out 2015-08-21
## 1056 2 Canceled 2015-05-06
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## 1058 0 Canceled 2015-05-23
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## 1063 2 Check-Out 2015-08-15
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## 1071 1 Check-Out 2015-08-22
## 1072 0 Check-Out 2015-08-17
## 1073 0 Canceled 2015-06-17
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## 1075 0 Check-Out 2015-08-14
## 1076 1 Check-Out 2015-08-14
## 1077 0 Canceled 2015-08-13
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## 1082 2 Check-Out 2015-08-16
## 1083 2 Canceled 2015-08-12
## 1084 1 Check-Out 2015-08-17
## 1085 1 Check-Out 2015-08-17
## 1086 0 Canceled 2015-08-11
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## 1088 2 Check-Out 2015-08-18
## 1089 1 Check-Out 2015-08-18
## 1090 2 Check-Out 2015-08-18
## 1091 2 Check-Out 2015-08-18
## 1092 2 Canceled 2015-07-29
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## 1095 0 Check-Out 2015-08-15
## 1096 0 Check-Out 2015-08-15
## 1097 2 Check-Out 2015-08-15
## 1098 0 Check-Out 2015-08-15
## 1099 2 Check-Out 2015-08-15
## 1100 2 Check-Out 2015-08-16
## 1101 1 Check-Out 2015-08-16
## 1102 0 Canceled 2015-08-04
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## 1105 2 Check-Out 2015-08-17
## 1106 0 Canceled 2015-05-29
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## 1111 1 Check-Out 2015-08-19
## 1112 1 Canceled 2015-06-15
## 1113 0 Check-Out 2015-08-21
## 1114 0 Canceled 2015-08-05
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## 1116 0 Check-Out 2015-08-21
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## 1118 1 Check-Out 2015-08-17
## 1119 1 Check-Out 2015-08-19
## 1120 0 Check-Out 2015-08-19
## 1121 0 Check-Out 2015-08-19
## 1122 1 Check-Out 2015-08-19
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## 1124 3 Canceled 2015-06-08
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## 1126 1 Check-Out 2015-08-20
## 1127 1 Canceled 2015-08-05
## 1128 1 Check-Out 2015-08-20
## 1129 1 Canceled 2015-08-05
## 1130 1 Check-Out 2015-08-21
## 1131 0 Canceled 2015-06-04
## 1132 0 Check-Out 2015-08-21
## 1133 1 Check-Out 2015-08-21
## 1134 1 Check-Out 2015-08-22
## 1135 0 Canceled 2015-07-21
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## 1138 0 Canceled 2015-07-21
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## 1141 1 Canceled 2015-08-04
## 1142 0 Check-Out 2015-08-22
## 1143 0 Canceled 2015-07-25
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## 1146 0 Canceled 2015-06-11
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## 1150 0 Canceled 2015-07-06
## 1151 0 Check-Out 2015-08-17
## 1152 0 Check-Out 2015-08-17
## 1153 0 Canceled 2015-08-13
## 1154 0 Check-Out 2015-08-17
## 1155 0 Check-Out 2015-08-17
## 1156 0 Canceled 2015-08-10
## 1157 0 Check-Out 2015-08-17
## 1158 0 Check-Out 2015-08-17
## 1159 0 Check-Out 2015-08-17
## 1160 1 Check-Out 2015-08-17
## 1161 0 Canceled 2015-08-10
## 1162 0 Canceled 2015-08-10
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## 1168 2 Canceled 2015-08-12
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## 1171 1 Canceled 2015-06-15
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## 1173 0 Canceled 2015-06-15
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## 1182 0 Canceled 2015-05-13
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## 1184 2 Check-Out 2015-08-24
## 1185 0 Check-Out 2015-08-24
## 1186 1 Canceled 2015-06-19
## 1187 2 Canceled 2015-03-24
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## 1190 0 Check-Out 2015-08-24
## 1191 0 Canceled 2015-07-27
## 1192 1 Canceled 2015-05-12
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## 1194 1 Canceled 2015-05-12
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## 1206 0 Check-Out 2015-08-24
## 1207 3 Check-Out 2015-08-24
## 1208 1 Check-Out 2015-08-24
## 1209 1 Check-Out 2015-08-24
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## 1212 1 Check-Out 2015-08-25
## 1213 2 Check-Out 2015-08-25
## 1214 1 Check-Out 2015-08-28
## 1215 1 Check-Out 2015-08-28
## 1216 1 Check-Out 2015-08-19
## 1217 2 Check-Out 2015-08-20
## 1218 0 Check-Out 2015-08-23
## 1219 0 Canceled 2015-07-22
## 1220 2 Check-Out 2015-08-23
## 1221 0 Check-Out 2015-08-24
## 1222 2 Check-Out 2015-08-24
## 1223 0 Canceled 2015-08-03
## 1224 1 Canceled 2015-08-04
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## 1233 2 Check-Out 2015-08-20
## 1234 0 Check-Out 2015-08-21
## 1235 1 Check-Out 2015-08-23
## 1236 0 Check-Out 2015-08-26
## 1237 0 Canceled 2015-06-30
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## 1241 1 Check-Out 2015-08-25
## 1242 1 Check-Out 2015-08-23
## 1243 1 Check-Out 2015-08-23
## 1244 2 Check-Out 2015-08-23
## 1245 2 Check-Out 2015-08-23
## 1246 2 Canceled 2015-08-06
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## 1250 2 Check-Out 2015-08-26
## 1251 0 Check-Out 2015-08-26
## 1252 2 Check-Out 2015-08-26
## 1253 0 Check-Out 2015-08-26
## 1254 1 Check-Out 2015-08-27
## 1255 0 Check-Out 2015-08-27
## 1256 3 Canceled 2015-08-10
## 1257 2 Check-Out 2015-08-27
## 1258 1 Check-Out 2015-08-27
## 1259 0 Check-Out 2015-08-28
## 1260 0 Canceled 2015-07-27
## 1261 1 Check-Out 2015-08-28
## 1262 0 Check-Out 2015-08-28
## 1263 1 Check-Out 2015-08-28
## 1264 0 Canceled 2015-07-20
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## 1266 1 Check-Out 2015-08-31
## 1267 0 Check-Out 2015-08-23
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## 1272 2 Check-Out 2015-08-29
## 1273 1 Check-Out 2015-08-29
## 1274 0 Canceled 2015-06-12
## 1275 1 Check-Out 2015-08-29
## 1276 0 Check-Out 2015-08-29
## 1277 0 Check-Out 2015-08-29
## 1278 0 Canceled 2015-07-09
## 1279 3 Check-Out 2015-08-29
## 1280 0 Check-Out 2015-08-29
## 1281 1 Check-Out 2015-08-29
## 1282 0 Canceled 2015-08-10
## 1283 2 Check-Out 2015-08-29
## 1284 2 Canceled 2015-06-02
## 1285 1 Check-Out 2015-08-29
## 1286 1 Check-Out 2015-08-30
## 1287 2 Canceled 2015-06-27
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## 1290 2 Canceled 2015-07-23
## 1291 1 Check-Out 2015-08-27
## 1292 2 Check-Out 2015-08-27
## 1293 1 Canceled 2015-08-13
## 1294 1 Check-Out 2015-08-28
## 1295 0 Check-Out 2015-08-28
## 1296 1 Check-Out 2015-08-26
## 1297 0 Check-Out 2015-08-27
## 1298 2 Canceled 2015-08-01
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## 1301 0 Canceled 2015-07-02
## 1302 0 Check-Out 2015-08-28
## 1303 0 Canceled 2015-07-31
## 1304 0 Check-Out 2015-08-28
## 1305 1 Check-Out 2015-08-28
## 1306 0 Canceled 2015-07-23
## 1307 1 Canceled 2015-07-14
## 1308 0 Check-Out 2015-08-30
## 1309 2 Check-Out 2015-08-30
## 1310 2 Canceled 2015-07-27
## 1311 0 Check-Out 2015-08-30
## 1312 4 Canceled 2015-08-13
## 1313 1 Canceled 2015-07-21
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## 1315 1 Canceled 2015-07-21
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## 1318 1 Check-Out 2015-09-06
## 1319 0 Check-Out 2015-08-25
## 1320 0 Check-Out 2015-08-25
## 1321 1 Check-Out 2015-08-25
## 1322 0 Check-Out 2015-08-25
## 1323 1 Canceled 2015-07-21
## 1324 1 Check-Out 2015-08-26
## 1325 1 Canceled 2015-08-11
## 1326 2 Check-Out 2015-08-26
## 1327 2 Canceled 2015-08-13
## 1328 2 Canceled 2015-08-22
## 1329 2 Canceled 2015-08-03
## 1330 1 Check-Out 2015-08-28
## 1331 1 Canceled 2015-06-03
## 1332 0 Check-Out 2015-08-29
## 1333 3 Check-Out 2015-08-29
## 1334 1 Canceled 2015-07-29
## 1335 2 Check-Out 2015-08-29
## 1336 1 Canceled 2015-06-30
## 1337 1 Canceled 2015-06-01
## 1338 1 Canceled 2015-06-01
## 1339 0 Check-Out 2015-09-03
## 1340 1 Canceled 2015-06-16
## 1341 1 Canceled 2015-07-29
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## 1343 0 Canceled 2015-08-04
## 1344 2 Canceled 2015-07-17
## 1345 2 Canceled 2015-08-10
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## 1353 1 Canceled 2015-06-15
## 1354 1 Canceled 2015-06-15
## 1355 0 Check-Out 2015-08-26
## 1356 0 Check-Out 2015-08-27
## 1357 1 Check-Out 2015-08-27
## 1358 0 Canceled 2015-08-25
## 1359 0 Check-Out 2015-08-27
## 1360 3 Check-Out 2015-08-30
## 1361 3 Canceled 2015-08-10
## 1362 3 Canceled 2015-08-10
## 1363 2 Canceled 2015-07-15
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## 1368 2 Check-Out 2015-08-28
## 1369 2 Check-Out 2015-08-29
## 1370 1 Check-Out 2015-08-30
## 1371 3 Canceled 2015-07-06
## 1372 1 Canceled 2015-07-02
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## 1376 1 Canceled 2015-07-02
## 1377 2 Canceled 2015-08-03
## 1378 1 Canceled 2015-07-03
## 1379 0 Check-Out 2015-09-02
## 1380 1 Check-Out 2015-09-02
## 1381 2 Canceled 2015-05-13
## 1382 0 Check-Out 2015-09-03
## 1383 1 Canceled 2015-05-13
## 1384 2 Canceled 2015-08-14
## 1385 0 Check-Out 2015-09-03
## 1386 2 Check-Out 2015-09-03
## 1387 1 Canceled 2015-08-14
## 1388 3 Check-Out 2015-08-29
## 1389 0 Canceled 2015-08-13
## 1390 0 Canceled 2015-08-13
## 1391 0 Canceled 2015-08-13
## 1392 0 Check-Out 2015-08-30
## 1393 1 Canceled 2015-07-27
## 1394 1 Check-Out 2015-08-30
## 1395 3 Check-Out 2015-08-30
## 1396 0 Canceled 2015-07-01
## 1397 2 Check-Out 2015-08-30
## 1398 1 Check-Out 2015-08-30
## 1399 2 Check-Out 2015-08-30
## 1400 1 Check-Out 2015-08-31
## 1401 2 Canceled 2015-07-24
## 1402 0 Check-Out 2015-08-31
## 1403 0 Canceled 2015-08-24
## 1404 1 Check-Out 2015-08-31
## 1405 1 Check-Out 2015-08-31
## 1406 1 Check-Out 2015-08-31
## 1407 2 Check-Out 2015-08-31
## 1408 2 Check-Out 2015-08-31
## 1409 1 Check-Out 2015-08-29
## 1410 3 Check-Out 2015-08-30
## 1411 2 Canceled 2015-07-06
## 1412 2 Check-Out 2015-09-01
## 1413 1 Check-Out 2015-09-01
## 1414 2 Check-Out 2015-09-02
## 1415 1 Canceled 2015-08-28
## 1416 1 Canceled 2015-08-10
## 1417 1 Canceled 2015-08-13
## 1418 0 Check-Out 2015-09-03
## 1419 2 Canceled 2015-07-31
## 1420 1 Check-Out 2015-09-03
## 1421 0 Check-Out 2015-09-04
## 1422 0 Check-Out 2015-09-04
## 1423 0 Check-Out 2015-09-04
## 1424 1 Check-Out 2015-09-02
## 1425 0 Canceled 2015-08-01
## 1426 0 Check-Out 2015-09-04
## 1427 0 Canceled 2015-07-03
## 1428 0 Check-Out 2015-09-02
## 1429 2 Canceled 2015-07-06
## 1430 1 Check-Out 2015-08-31
## 1431 2 Check-Out 2015-08-31
## 1432 1 Check-Out 2015-09-01
## 1433 1 Check-Out 2015-09-01
## 1434 0 Check-Out 2015-08-30
## 1435 1 Check-Out 2015-09-02
## 1436 0 Check-Out 2015-09-02
## 1437 2 Canceled 2015-08-06
## 1438 0 Canceled 2015-08-06
## 1439 2 Check-Out 2015-09-03
## 1440 2 Check-Out 2015-09-03
## 1441 0 Check-Out 2015-09-04
## 1442 0 Canceled 2015-08-03
## 1443 0 Canceled 2015-07-31
## 1444 0 Canceled 2015-05-27
## 1445 2 Check-Out 2015-09-05
## 1446 0 Check-Out 2015-08-31
## 1447 4 Check-Out 2015-09-01
## 1448 3 Check-Out 2015-09-01
## 1449 1 Canceled 2015-08-24
## 1450 0 Check-Out 2015-09-02
## 1451 0 Check-Out 2015-09-02
## 1452 0 Check-Out 2015-09-03
## 1453 1 Check-Out 2015-09-03
## 1454 2 Check-Out 2015-09-04
## 1455 1 Check-Out 2015-09-05
## 1456 1 Check-Out 2015-09-05
## 1457 0 Canceled 2015-06-20
## 1458 2 Canceled 2015-06-16
## 1459 0 Canceled 2015-07-20
## 1460 1 Canceled 2015-08-06
## 1461 0 Check-Out 2015-09-06
## 1462 1 Check-Out 2015-09-06
## 1463 0 Canceled 2015-05-18
## 1464 0 Canceled 2015-08-14
## 1465 1 Check-Out 2015-09-01
## 1466 1 Check-Out 2015-09-02
## 1467 1 Check-Out 2015-09-02
## 1468 0 Check-Out 2015-09-02
## 1469 1 Check-Out 2015-09-03
## 1470 2 Check-Out 2015-09-03
## 1471 3 Canceled 2015-04-20
## 1472 1 Check-Out 2015-09-03
## 1473 1 No-Show 2015-08-31
## 1474 2 Canceled 2015-07-25
## 1475 1 Check-Out 2015-09-03
## 1476 2 Check-Out 2015-09-03
## 1477 0 Check-Out 2015-09-04
## 1478 0 Check-Out 2015-09-04
## 1479 2 Check-Out 2015-09-04
## 1480 0 Canceled 2015-06-17
## 1481 0 Canceled 2015-04-29
## 1482 1 Canceled 2015-07-03
## 1483 2 Check-Out 2015-09-07
## 1484 0 Check-Out 2015-09-10
## 1485 3 Check-Out 2015-09-11
## 1486 0 Canceled 2015-08-06
## 1487 1 Canceled 2015-07-22
## 1488 0 Check-Out 2015-09-04
## 1489 1 Check-Out 2015-09-04
## 1490 2 Check-Out 2015-09-04
## 1491 1 Canceled 2015-07-06
## 1492 0 Canceled 2015-07-31
## 1493 1 Canceled 2015-06-08
## 1494 0 Check-Out 2015-09-05
## 1495 2 Check-Out 2015-09-05
## 1496 2 Check-Out 2015-09-05
## 1497 0 Check-Out 2015-09-05
## 1498 0 Check-Out 2015-09-06
## 1499 0 Canceled 2015-08-21
## 1500 0 Check-Out 2015-09-03
## 1501 2 Canceled 2015-07-01
## 1502 0 Check-Out 2015-09-06
## 1503 2 Canceled 2015-07-01
## 1504 0 Check-Out 2015-09-07
## 1505 0 Check-Out 2015-09-08
## 1506 1 Canceled 2015-08-17
## 1507 1 Check-Out 2015-09-08
## 1508 2 Canceled 2015-08-10
## 1509 0 Canceled 2015-06-06
## 1510 0 Check-Out 2015-09-08
## 1511 0 Canceled 2015-07-25
## 1512 1 Check-Out 2015-09-09
## 1513 1 Check-Out 2015-09-09
## 1514 2 Canceled 2015-08-18
## 1515 0 Check-Out 2015-09-11
## 1516 2 Check-Out 2015-09-13
## 1517 0 Check-Out 2015-09-15
## 1518 0 Check-Out 2015-09-03
## 1519 3 Canceled 2015-04-20
## 1520 0 Canceled 2015-09-01
## 1521 3 Canceled 2015-04-20
## 1522 0 Check-Out 2015-09-06
## 1523 0 Check-Out 2015-09-07
## 1524 0 Check-Out 2015-09-07
## 1525 0 Check-Out 2015-09-09
## 1526 0 Canceled 2015-09-01
## 1527 0 Canceled 2015-06-26
## 1528 0 Canceled 2015-04-10
## 1529 0 Check-Out 2015-09-05
## 1530 0 Check-Out 2015-09-06
## 1531 0 Check-Out 2015-09-06
## 1532 0 Check-Out 2015-09-06
## 1533 0 Check-Out 2015-09-04
## 1534 0 Check-Out 2015-09-06
## 1535 2 Check-Out 2015-09-06
## 1536 0 Check-Out 2015-09-06
## 1537 0 Check-Out 2015-09-06
## 1538 0 Check-Out 2015-09-06
## 1539 0 Check-Out 2015-09-06
## 1540 0 Canceled 2015-01-02
## 1541 1 Check-Out 2015-09-07
## 1542 2 Check-Out 2015-09-07
## 1543 0 Check-Out 2015-09-07
## 1544 2 Check-Out 2015-09-07
## 1545 2 Check-Out 2015-09-07
## 1546 0 Canceled 2014-11-18
## 1547 2 Check-Out 2015-09-12
## 1548 0 Check-Out 2015-09-12
## 1549 3 Check-Out 2015-09-12
## 1550 1 Check-Out 2015-09-13
## 1551 0 Check-Out 2015-09-13
## 1552 1 Check-Out 2015-09-10
## 1553 1 Check-Out 2015-09-10
## 1554 0 No-Show 2015-09-03
## 1555 1 Check-Out 2015-09-17
## 1556 0 Check-Out 2015-09-05
## 1557 0 Canceled 2015-09-04
## 1558 2 Check-Out 2015-09-05
## 1559 0 Check-Out 2015-09-05
## 1560 0 Check-Out 2015-09-06
## 1561 0 Check-Out 2015-09-06
## 1562 0 Canceled 2015-06-04
## 1563 1 Check-Out 2015-09-06
## 1564 0 Canceled 2015-06-29
## 1565 1 Check-Out 2015-09-06
## 1566 0 Canceled 2015-08-06
## 1567 0 Check-Out 2015-09-07
## 1568 0 Canceled 2015-08-14
## 1569 0 Check-Out 2015-09-07
## 1570 2 Check-Out 2015-09-07
## 1571 0 Canceled 2015-08-07
## 1572 0 Check-Out 2015-09-08
## 1573 2 Check-Out 2015-09-08
## 1574 1 Check-Out 2015-09-09
## 1575 1 Check-Out 2015-09-09
## 1576 1 Canceled 2015-08-06
## 1577 0 Check-Out 2015-09-13
## 1578 0 Check-Out 2015-09-14
## 1579 0 Check-Out 2015-09-14
## 1580 2 Check-Out 2015-09-10
## 1581 0 Check-Out 2015-09-11
## 1582 0 Canceled 2015-08-28
## 1583 0 Canceled 2015-08-21
## 1584 2 Check-Out 2015-09-11
## 1585 1 Check-Out 2015-09-11
## 1586 2 Check-Out 2015-09-11
## 1587 0 Canceled 2015-06-29
## 1588 0 Canceled 2015-01-02
## 1589 0 Check-Out 2015-09-12
## 1590 1 Check-Out 2015-09-07
## 1591 0 Check-Out 2015-09-09
## 1592 0 Canceled 2015-01-02
## 1593 2 Check-Out 2015-09-12
## 1594 0 Canceled 2015-06-26
## 1595 0 Check-Out 2015-09-12
## 1596 0 Check-Out 2015-09-12
## 1597 0 No-Show 2015-09-05
## 1598 2 Canceled 2015-07-14
## 1599 0 Check-Out 2015-09-12
## 1600 1 Check-Out 2015-09-12
## 1601 0 Canceled 2015-07-13
## 1602 0 Canceled 2015-09-04
## 1603 0 Canceled 2015-09-04
## 1604 2 Canceled 2015-04-07
## 1605 1 Canceled 2015-05-01
## 1606 1 Canceled 2015-05-01
## 1607 2 Check-Out 2015-09-15
## 1608 1 Check-Out 2015-09-19
## 1609 0 Check-Out 2015-09-19
## 1610 0 Check-Out 2015-09-06
## 1611 1 Check-Out 2015-09-08
## 1612 3 Canceled 2015-05-13
## 1613 1 Check-Out 2015-09-09
## 1614 1 Check-Out 2015-09-10
## 1615 0 Canceled 2015-08-06
## 1616 1 Canceled 2015-08-25
## 1617 1 Canceled 2015-08-31
## 1618 1 Canceled 2015-06-29
## 1619 2 Canceled 2015-08-11
## 1620 0 Canceled 2015-08-18
## 1621 0 Check-Out 2015-09-11
## 1622 0 Canceled 2015-07-31
## 1623 0 Check-Out 2015-09-12
## 1624 0 Canceled 2015-08-24
## 1625 3 Canceled 2015-08-25
## 1626 0 Check-Out 2015-09-12
## 1627 3 Check-Out 2015-09-12
## 1628 0 Check-Out 2015-09-12
## 1629 2 Check-Out 2015-09-13
## 1630 0 Check-Out 2015-09-13
## 1631 1 Check-Out 2015-09-13
## 1632 1 Canceled 2015-05-23
## 1633 0 Check-Out 2015-09-13
## 1634 3 Check-Out 2015-09-13
## 1635 0 Check-Out 2015-09-13
## 1636 0 Check-Out 2015-09-13
## 1637 0 Check-Out 2015-09-13
## 1638 1 Canceled 2015-08-01
## 1639 1 Check-Out 2015-09-16
## 1640 0 Canceled 2015-06-05
## 1641 0 Check-Out 2015-09-16
## 1642 0 Check-Out 2015-09-17
## 1643 1 Check-Out 2015-09-20
## 1644 0 Canceled 2015-01-18
## 1645 0 Check-Out 2015-09-11
## 1646 2 Check-Out 2015-09-11
## 1647 0 Check-Out 2015-09-12
## 1648 1 Canceled 2015-07-21
## 1649 0 Check-Out 2015-09-12
## 1650 2 Check-Out 2015-09-12
## 1651 0 Check-Out 2015-09-13
## 1652 0 Canceled 2015-09-05
## 1653 0 Canceled 2015-06-05
## 1654 2 Canceled 2015-08-04
## 1655 2 Canceled 2015-08-27
## 1656 1 Check-Out 2015-10-23
## 1657 0 No-Show 2015-09-07
## 1658 1 Check-Out 2015-09-07
## 1659 0 Check-Out 2015-09-10
## 1660 0 Canceled 2015-01-22
## 1661 0 Canceled 2015-01-22
## 1662 0 Canceled 2015-01-22
## 1663 0 Canceled 2015-07-27
## 1664 1 Canceled 2015-08-28
## 1665 2 Canceled 2015-08-10
## 1666 1 Check-Out 2015-09-12
## 1667 0 Check-Out 2015-09-15
## 1668 0 Check-Out 2015-09-15
## 1669 0 Check-Out 2015-09-15
## 1670 0 Check-Out 2015-09-16
## 1671 0 Canceled 2015-01-01
## 1672 0 Check-Out 2015-09-15
## 1673 0 Check-Out 2015-09-22
## 1674 2 Canceled 2015-09-09
## 1675 0 Check-Out 2015-09-10
## 1676 0 Check-Out 2015-09-10
## 1677 0 Check-Out 2015-09-10
## 1678 2 Canceled 2015-09-09
## 1679 0 Canceled 2015-08-22
## 1680 2 Check-Out 2015-09-11
## 1681 0 Check-Out 2015-09-12
## 1682 0 Check-Out 2015-09-10
## 1683 2 Check-Out 2015-09-12
## 1684 0 Canceled 2015-09-09
## 1685 2 Check-Out 2015-09-15
## 1686 2 Check-Out 2015-09-15
## 1687 1 Check-Out 2015-09-16
## 1688 0 Check-Out 2015-09-16
## 1689 2 Canceled 2015-04-29
## 1690 1 Canceled 2015-07-23
## 1691 1 Canceled 2015-04-29
## 1692 2 Check-Out 2015-09-14
## 1693 0 Check-Out 2015-09-14
## 1694 1 Check-Out 2015-09-13
## 1695 1 Canceled 2015-05-22
## 1696 0 Check-Out 2015-09-14
## 1697 1 Canceled 2015-08-14
## 1698 2 Check-Out 2015-09-14
## 1699 1 Canceled 2015-05-22
## 1700 0 Canceled 2015-05-21
## 1701 1 Check-Out 2015-09-15
## 1702 1 Check-Out 2015-09-15
## 1703 0 Check-Out 2015-09-17
## 1704 0 Canceled 2015-06-11
## 1705 2 Check-Out 2015-09-11
## 1706 0 Check-Out 2015-09-11
## 1707 1 Check-Out 2015-09-12
## 1708 2 Canceled 2015-05-11
## 1709 2 Check-Out 2015-09-12
## 1710 2 Canceled 2015-08-12
## 1711 1 Check-Out 2015-09-17
## 1712 0 Canceled 2015-08-25
## 1713 0 Check-Out 2015-09-17
## 1714 0 Check-Out 2015-09-17
## 1715 0 Check-Out 2015-09-17
## 1716 1 Check-Out 2015-09-17
## 1717 0 Check-Out 2015-09-19
## 1718 1 Canceled 2015-07-15
## 1719 1 Canceled 2015-05-22
## 1720 1 Check-Out 2015-09-20
## 1721 1 Check-Out 2015-09-20
## 1722 2 Check-Out 2015-09-24
## 1723 1 Check-Out 2015-09-12
## 1724 0 Check-Out 2015-09-12
## 1725 0 Check-Out 2015-09-12
## 1726 0 Check-Out 2015-09-12
## 1727 3 Check-Out 2015-09-12
## 1728 0 Check-Out 2015-09-12
## 1729 0 Check-Out 2015-09-13
## 1730 0 Check-Out 2015-09-13
## 1731 0 Check-Out 2015-09-13
## 1732 0 Check-Out 2015-09-13
## 1733 1 Check-Out 2015-09-14
## 1734 0 Check-Out 2015-09-14
## 1735 1 Check-Out 2015-09-14
## 1736 2 Check-Out 2015-09-16
## 1737 0 Check-Out 2015-09-18
## 1738 0 Canceled 2015-07-21
## 1739 0 Check-Out 2015-09-18
## 1740 0 Canceled 2015-06-25
## 1741 0 Check-Out 2015-09-21
## 1742 1 Canceled 2015-06-23
## 1743 1 Canceled 2015-06-23
## 1744 2 Check-Out 2015-09-16
## 1745 0 Canceled 2015-08-06
## 1746 1 Canceled 2015-05-09
## 1747 1 Check-Out 2015-09-18
## 1748 2 Canceled 2015-09-08
## 1749 2 Canceled 2015-08-26
## 1750 0 Check-Out 2015-09-19
## 1751 0 Check-Out 2015-09-19
## 1752 1 Check-Out 2015-09-19
## 1753 0 Canceled 2015-01-02
## 1754 0 Check-Out 2015-09-19
## 1755 0 Check-Out 2015-09-30
## 1756 0 Check-Out 2015-09-19
## 1757 0 Check-Out 2015-09-14
## 1758 0 Canceled 2015-05-20
## 1759 1 Canceled 2015-05-09
## 1760 1 Check-Out 2015-09-17
## 1761 0 Canceled 2015-09-09
## 1762 1 Canceled 2015-08-10
## 1763 1 Check-Out 2015-09-17
## 1764 1 Canceled 2015-08-10
## 1765 2 Check-Out 2015-09-18
## 1766 0 Check-Out 2015-09-18
## 1767 0 Canceled 2015-09-04
## 1768 2 Canceled 2015-07-31
## 1769 1 Canceled 2015-05-16
## 1770 1 Check-Out 2015-09-20
## 1771 0 Check-Out 2015-09-20
## 1772 1 Check-Out 2015-09-21
## 1773 2 Check-Out 2015-09-24
## 1774 1 Check-Out 2015-09-25
## 1775 0 Check-Out 2015-09-25
## 1776 0 Canceled 2015-06-19
## 1777 0 Check-Out 2015-09-27
## 1778 0 Check-Out 2015-09-16
## 1779 2 Check-Out 2015-09-17
## 1780 2 Canceled 2015-09-03
## 1781 1 Check-Out 2015-09-19
## 1782 2 Check-Out 2015-09-19
## 1783 2 Check-Out 2015-09-19
## 1784 0 Canceled 2015-08-20
## 1785 2 Check-Out 2015-09-19
## 1786 1 Check-Out 2015-09-20
## 1787 1 Check-Out 2015-09-20
## 1788 0 Canceled 2015-07-21
## 1789 1 Check-Out 2015-09-22
## 1790 0 Check-Out 2015-09-28
## 1791 0 Check-Out 2015-10-12
## 1792 0 Check-Out 2015-09-17
## 1793 0 Check-Out 2015-09-16
## 1794 0 Canceled 2015-09-02
## 1795 0 Canceled 2015-08-17
## 1796 0 Check-Out 2015-09-20
## 1797 1 Canceled 2015-07-14
## 1798 0 Check-Out 2015-09-21
## 1799 0 Canceled 2015-08-28
## 1800 0 Canceled 2015-06-13
## 1801 1 Canceled 2015-07-14
## 1802 1 Check-Out 2015-09-24
## 1803 0 Check-Out 2015-09-29
## 1804 0 Canceled 2015-05-27
## 1805 0 Check-Out 2015-09-29
## 1806 1 Check-Out 2015-09-17
## 1807 1 Check-Out 2015-09-17
## 1808 2 Check-Out 2015-09-17
## 1809 0 Check-Out 2015-09-17
## 1810 0 Check-Out 2015-09-17
## 1811 1 Check-Out 2015-09-17
## 1812 0 Check-Out 2015-09-17
## 1813 1 Check-Out 2015-09-17
## 1814 0 Check-Out 2015-09-18
## 1815 2 Check-Out 2015-09-18
## 1816 1 Check-Out 2015-09-19
## 1817 1 Canceled 2015-07-15
## 1818 2 Check-Out 2015-09-19
## 1819 1 Check-Out 2015-09-19
## 1820 0 Check-Out 2015-09-19
## 1821 0 Check-Out 2015-09-19
## 1822 1 Canceled 2015-08-17
## 1823 0 Canceled 2015-05-19
## 1824 0 Check-Out 2015-09-21
## 1825 0 Check-Out 2015-09-20
## 1826 2 Check-Out 2015-09-21
## 1827 0 Check-Out 2015-09-23
## 1828 1 Check-Out 2015-09-23
## 1829 1 Canceled 2015-07-20
## 1830 1 Check-Out 2015-09-23
## 1831 0 Canceled 2015-07-31
## 1832 1 Canceled 2015-09-10
## 1833 1 Canceled 2015-06-13
## 1834 0 Check-Out 2015-09-18
## 1835 2 Check-Out 2015-09-19
## 1836 2 Check-Out 2015-09-17
## 1837 2 Check-Out 2015-09-18
## 1838 0 Check-Out 2015-09-18
## 1839 0 Canceled 2015-09-15
## 1840 0 Check-Out 2015-09-21
## 1841 0 Check-Out 2015-09-21
## 1842 0 Check-Out 2015-09-21
## 1843 0 Check-Out 2015-09-21
## 1844 0 Check-Out 2015-09-21
## 1845 2 Check-Out 2015-09-22
## 1846 2 Canceled 2015-08-10
## 1847 0 Canceled 2015-07-31
## 1848 0 Check-Out 2015-09-21
## 1849 0 Check-Out 2015-09-21
## 1850 1 Canceled 2015-07-20
## 1851 0 Check-Out 2015-09-24
## 1852 0 Canceled 2015-08-13
## 1853 0 Check-Out 2015-09-24
## 1854 2 Check-Out 2015-09-24
## 1855 0 Check-Out 2015-09-24
## 1856 0 Check-Out 2015-10-01
## 1857 1 Check-Out 2015-10-01
## 1858 1 Check-Out 2015-09-20
## 1859 1 Check-Out 2015-09-20
## 1860 1 Check-Out 2015-09-21
## 1861 0 Canceled 2015-08-18
## 1862 0 Check-Out 2015-09-21
## 1863 0 Check-Out 2015-09-21
## 1864 0 Canceled 2015-08-12
## 1865 0 Canceled 2015-08-22
## 1866 2 Check-Out 2015-09-23
## 1867 0 Canceled 2015-07-21
## 1868 0 Check-Out 2015-09-25
## 1869 0 Check-Out 2015-09-25
## 1870 1 Canceled 2015-07-08
## 1871 0 Check-Out 2015-09-28
## 1872 0 Check-Out 2015-09-21
## 1873 2 Check-Out 2015-09-23
## 1874 2 Check-Out 2015-09-23
## 1875 1 Canceled 2015-08-17
## 1876 0 Canceled 2015-06-02
## 1877 1 Check-Out 2015-09-24
## 1878 0 Canceled 2015-07-24
## 1879 0 Check-Out 2015-09-24
## 1880 0 Check-Out 2015-09-26
## 1881 0 Check-Out 2015-09-26
## 1882 0 Check-Out 2015-09-26
## 1883 1 Check-Out 2015-09-26
## 1884 2 Check-Out 2015-09-26
## 1885 0 Canceled 2015-01-02
## 1886 2 Canceled 2015-07-27
## 1887 1 Check-Out 2015-09-26
## 1888 2 Check-Out 2015-09-29
## 1889 2 Check-Out 2015-09-29
## 1890 2 Check-Out 2015-09-29
## 1891 0 Canceled 2015-06-29
## 1892 0 Canceled 2015-08-10
## 1893 0 Check-Out 2015-09-24
## 1894 0 Canceled 2015-07-31
## 1895 0 Check-Out 2015-09-27
## 1896 1 Canceled 2015-04-18
## 1897 0 Check-Out 2015-09-27
## 1898 0 Check-Out 2015-09-27
## 1899 1 Canceled 2015-04-18
## 1900 2 Check-Out 2015-09-27
## 1901 0 Canceled 2015-09-18
## 1902 0 Check-Out 2015-10-01
## 1903 0 Check-Out 2015-10-01
## 1904 1 Check-Out 2015-10-01
## 1905 0 Canceled 2015-08-18
## 1906 0 Canceled 2015-09-09
## 1907 0 Canceled 2015-09-18
## 1908 1 Check-Out 2015-09-23
## 1909 0 Canceled 2015-08-18
## 1910 0 Canceled 2015-08-18
## 1911 0 Canceled 2015-08-20
## 1912 0 Canceled 2015-08-18
## 1913 2 Check-Out 2015-09-23
## 1914 0 Canceled 2015-08-18
## 1915 1 Check-Out 2015-09-23
## 1916 1 Check-Out 2015-09-24
## 1917 1 Check-Out 2015-09-24
## 1918 0 Canceled 2015-01-02
## 1919 0 Canceled 2015-07-11
## 1920 1 Canceled 2015-07-29
## 1921 0 Check-Out 2015-09-28
## 1922 1 Check-Out 2015-09-28
## 1923 0 Check-Out 2015-09-28
## 1924 1 Check-Out 2015-09-28
## 1925 0 Check-Out 2015-09-28
## 1926 0 Check-Out 2015-09-28
## 1927 0 Check-Out 2015-09-30
## 1928 1 Check-Out 2015-10-01
## 1929 1 Check-Out 2015-10-01
## 1930 0 Check-Out 2015-10-01
## 1931 0 Check-Out 2015-10-02
## 1932 1 Check-Out 2015-09-24
## 1933 1 Canceled 2015-09-08
## 1934 2 Canceled 2015-04-22
## 1935 2 Canceled 2015-09-08
## 1936 3 Check-Out 2015-09-29
## 1937 0 Check-Out 2015-09-29
## 1938 3 Check-Out 2015-09-29
## 1939 0 Check-Out 2015-09-29
## 1940 0 Canceled 2015-09-21
## 1941 1 Check-Out 2015-09-30
## 1942 0 Canceled 2015-06-15
## 1943 0 Check-Out 2015-09-24
## 1944 0 Check-Out 2015-09-24
## 1945 0 Check-Out 2015-09-24
## 1946 0 Canceled 2015-09-22
## 1947 0 Canceled 2015-09-22
## 1948 1 Check-Out 2015-09-25
## 1949 1 Check-Out 2015-09-25
## 1950 1 Canceled 2015-09-22
## 1951 1 Canceled 2015-09-22
## 1952 0 Check-Out 2015-09-28
## 1953 1 Canceled 2015-09-14
## 1954 1 Canceled 2015-09-18
## 1955 1 Check-Out 2015-09-30
## 1956 1 Check-Out 2015-10-01
## 1957 0 Check-Out 2015-10-02
## 1958 0 Check-Out 2015-09-27
## 1959 0 Check-Out 2015-09-26
## 1960 3 Check-Out 2015-09-26
## 1961 2 Check-Out 2015-09-27
## 1962 0 Check-Out 2015-09-25
## 1963 0 Canceled 2015-01-02
## 1964 1 Check-Out 2015-09-29
## 1965 0 Check-Out 2015-09-29
## 1966 1 Check-Out 2015-10-01
## 1967 0 Check-Out 2015-10-01
## 1968 1 Check-Out 2015-10-04
## 1969 0 Check-Out 2015-10-08
## 1970 0 Canceled 2015-09-23
## 1971 0 Check-Out 2015-09-26
## 1972 1 Check-Out 2015-09-26
## 1973 0 Check-Out 2015-09-26
## 1974 1 Check-Out 2015-09-26
## 1975 0 Check-Out 2015-09-26
## 1976 1 Check-Out 2015-09-27
## 1977 1 Check-Out 2015-09-27
## 1978 0 Canceled 2015-06-19
## 1979 1 Check-Out 2015-09-27
## 1980 1 Check-Out 2015-09-27
## 1981 2 Canceled 2015-09-08
## 1982 1 Check-Out 2015-09-30
## 1983 1 Check-Out 2015-09-30
## 1984 2 Canceled 2015-08-31
## 1985 3 Canceled 2015-07-18
## 1986 0 Check-Out 2015-10-02
## 1987 1 Check-Out 2015-10-02
## 1988 1 Check-Out 2015-10-02
## 1989 1 Check-Out 2015-10-03
## 1990 3 Canceled 2015-07-18
## 1991 1 Check-Out 2015-09-27
## 1992 1 Check-Out 2015-09-28
## 1993 3 Canceled 2015-08-20
## 1994 4 Canceled 2015-08-20
## 1995 0 Check-Out 2015-09-28
## 1996 1 Canceled 2015-07-17
## 1997 0 Canceled 2015-08-24
## 1998 0 Canceled 2015-08-27
## 1999 2 Canceled 2015-08-27
## 2000 1 Canceled 2015-09-01
## 2001 1 Check-Out 2015-09-29
## 2002 1 Check-Out 2015-10-01
## 2003 1 Check-Out 2015-10-02
## 2004 0 Canceled 2015-01-02
## 2005 0 Check-Out 2015-10-03
## 2006 0 Check-Out 2015-10-03
## 2007 0 Check-Out 2015-10-03
## 2008 1 Canceled 2015-09-16
## 2009 1 Check-Out 2015-10-01
## 2010 0 Check-Out 2015-09-28
## 2011 0 Check-Out 2015-09-28
## 2012 2 Canceled 2015-08-04
## 2013 2 Check-Out 2015-10-02
## 2014 0 Check-Out 2015-10-04
## 2015 0 Check-Out 2015-10-04
## 2016 0 Check-Out 2015-10-04
## 2017 1 Check-Out 2015-10-04
## 2018 0 Canceled 2015-07-17
## 2019 0 Check-Out 2015-10-04
## 2020 0 Canceled 2015-07-20
## 2021 0 Check-Out 2015-10-04
## 2022 2 Check-Out 2015-10-04
## 2023 0 Canceled 2015-09-21
## 2024 0 Check-Out 2015-10-07
## 2025 1 Check-Out 2015-10-09
## 2026 0 Check-Out 2015-10-11
## 2027 1 Check-Out 2015-09-29
## 2028 2 Check-Out 2015-09-30
## 2029 1 Canceled 2015-07-13
## 2030 1 Canceled 2015-07-25
## 2031 2 Check-Out 2015-10-02
## 2032 2 Canceled 2015-07-20
## 2033 1 Canceled 2015-07-25
## 2034 0 Check-Out 2015-10-02
## 2035 1 Canceled 2015-07-25
## 2036 1 Canceled 2015-07-13
## 2037 1 Canceled 2015-07-13
## 2038 0 Canceled 2015-07-06
## 2039 2 Canceled 2015-09-10
## 2040 1 Check-Out 2015-10-05
## 2041 2 Check-Out 2015-10-05
## 2042 0 Check-Out 2015-10-05
## 2043 2 Check-Out 2015-10-06
## 2044 0 Canceled 2015-06-02
## 2045 0 Check-Out 2015-10-10
## 2046 1 Canceled 2015-09-03
## 2047 2 Canceled 2015-07-11
## 2048 1 Canceled 2015-09-14
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## 2050 2 Check-Out 2015-10-06
## 2051 0 Check-Out 2015-10-03
## 2052 0 No-Show 2015-09-29
## 2053 0 Check-Out 2015-10-06
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## 2073 0 Canceled 2015-09-28
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## 2077 2 Check-Out 2015-10-06
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## 2082 1 Check-Out 2015-10-07
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## 2084 0 Check-Out 2015-10-07
## 2085 1 Check-Out 2015-10-07
## 2086 0 Canceled 2015-08-12
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## 2101 1 Check-Out 2015-10-08
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## 2107 1 Check-Out 2015-10-08
## 2108 2 Check-Out 2015-10-08
## 2109 2 Check-Out 2015-10-08
## 2110 0 Canceled 2015-06-22
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## 2112 0 Check-Out 2015-10-04
## 2113 0 Check-Out 2015-10-04
## 2114 0 Check-Out 2015-10-04
## 2115 2 Check-Out 2015-10-04
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## 2120 1 Check-Out 2015-10-07
## 2121 1 Check-Out 2015-10-09
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## 2125 1 Check-Out 2015-10-09
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## 2130 3 Check-Out 2015-10-10
## 2131 2 Check-Out 2015-10-10
## 2132 3 Check-Out 2015-10-10
## 2133 0 Check-Out 2015-10-04
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## 2135 0 Canceled 2015-08-12
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## 2139 0 Check-Out 2015-10-04
## 2140 0 Check-Out 2015-10-04
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## 2147 0 Check-Out 2015-10-07
## 2148 0 Check-Out 2015-10-07
## 2149 0 Check-Out 2015-10-07
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## 2156 1 Check-Out 2015-10-06
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## 2161 0 Check-Out 2015-10-10
## 2162 0 Check-Out 2015-10-10
## 2163 2 Check-Out 2015-10-10
## 2164 0 Check-Out 2015-10-10
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## 2170 1 Check-Out 2015-10-10
## 2171 0 Check-Out 2015-10-05
## 2172 0 Check-Out 2015-10-05
## 2173 0 Check-Out 2015-10-06
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## 2180 1 Check-Out 2015-10-14
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## 2199 1 Check-Out 2015-10-10
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## 2201 1 Check-Out 2015-10-07
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## 2207 0 Check-Out 2015-10-12
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## 2211 2 Canceled 2015-08-11
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## 2216 0 Canceled 2015-10-05
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## 2249 1 Check-Out 2015-10-14
## 2250 0 Check-Out 2015-10-14
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## 2258 1 Check-Out 2015-10-09
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## 2293 1 Check-Out 2015-10-11
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## 2309 2 Check-Out 2015-10-11
## 2310 2 Check-Out 2015-10-11
## 2311 1 Check-Out 2015-10-12
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## 2334 0 Check-Out 2015-10-12
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## 2343 2 Check-Out 2015-10-13
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## 2361 1 Check-Out 2015-10-12
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## 2363 1 Check-Out 2015-10-12
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## 2365 1 Check-Out 2015-10-12
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## 2392 0 Check-Out 2015-10-12
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## 2414 0 Check-Out 2015-10-14
## 2415 1 Check-Out 2015-10-14
## 2416 0 Check-Out 2015-10-14
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## 2425 0 Check-Out 2015-10-14
## 2426 1 Check-Out 2015-10-14
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## 2433 1 Check-Out 2015-10-15
## 2434 1 Check-Out 2015-10-15
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## 2453 2 Check-Out 2015-10-19
## 2454 0 Check-Out 2015-10-20
## 2455 0 Check-Out 2015-10-23
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## 2480 0 Check-Out 2015-10-21
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## 2484 1 Check-Out 2015-10-22
## 2485 1 Check-Out 2015-10-22
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## 2492 0 Check-Out 2015-10-24
## 2493 0 Check-Out 2015-10-24
## 2494 0 Check-Out 2015-10-24
## 2495 0 Check-Out 2015-10-24
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## 2498 0 Check-Out 2015-10-24
## 2499 0 Check-Out 2015-10-24
## 2500 0 Check-Out 2015-10-24
## 2501 0 Check-Out 2015-10-24
## 2502 0 Check-Out 2015-10-24
## 2503 0 Check-Out 2015-10-24
## 2504 0 Check-Out 2015-10-24
## 2505 0 Check-Out 2015-10-24
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## 2512 0 Check-Out 2015-10-26
## 2513 0 Check-Out 2015-10-26
## 2514 1 Check-Out 2015-10-27
## 2515 1 Check-Out 2015-10-30
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## 2518 0 Check-Out 2015-10-21
## 2519 0 Check-Out 2015-10-21
## 2520 0 Check-Out 2015-10-21
## 2521 1 Check-Out 2015-10-22
## 2522 0 Check-Out 2015-10-22
## 2523 1 Check-Out 2015-10-25
## 2524 0 Check-Out 2015-10-25
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## 2526 1 Check-Out 2015-10-27
## 2527 1 Check-Out 2015-10-27
## 2528 0 Check-Out 2015-10-29
## 2529 1 Check-Out 2015-10-30
## 2530 2 Canceled 2015-04-10
## 2531 2 Check-Out 2015-10-21
## 2532 2 Check-Out 2015-10-21
## 2533 0 Canceled 2015-10-20
## 2534 0 Canceled 2015-10-02
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## 2539 0 Check-Out 2015-10-23
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## 2541 2 Check-Out 2015-10-24
## 2542 3 Check-Out 2015-10-24
## 2543 2 Check-Out 2015-10-24
## 2544 0 Check-Out 2015-10-25
## 2545 2 Check-Out 2015-10-25
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## 2551 3 Check-Out 2015-10-28
## 2552 1 Check-Out 2015-10-28
## 2553 0 Check-Out 2015-10-28
## 2554 1 Check-Out 2015-10-28
## 2555 1 Canceled 2015-07-10
## 2556 2 Check-Out 2015-10-28
## 2557 0 Canceled 2015-10-05
## 2558 2 Check-Out 2015-10-26
## 2559 2 Check-Out 2015-10-26
## 2560 0 Check-Out 2015-10-26
## 2561 2 Check-Out 2015-10-27
## 2562 0 Check-Out 2015-10-29
## 2563 2 Check-Out 2015-10-29
## 2564 0 Check-Out 2015-10-29
## 2565 1 Check-Out 2015-10-29
## 2566 0 No-Show 2015-10-22
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## 2570 2 Check-Out 2015-10-26
## 2571 2 Canceled 2015-08-26
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## 2573 2 Check-Out 2015-10-26
## 2574 2 Check-Out 2015-10-26
## 2575 2 Check-Out 2015-10-26
## 2576 2 Check-Out 2015-10-26
## 2577 1 Check-Out 2015-10-26
## 2578 1 Check-Out 2015-10-26
## 2579 2 Check-Out 2015-10-29
## 2580 0 Check-Out 2015-10-29
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## 2582 0 Check-Out 2015-10-25
## 2583 2 Check-Out 2015-10-25
## 2584 2 Check-Out 2015-10-25
## 2585 2 Check-Out 2015-10-25
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## 2590 1 Check-Out 2015-10-24
## 2591 2 Check-Out 2015-10-24
## 2592 1 Check-Out 2015-10-24
## 2593 1 Check-Out 2015-10-25
## 2594 0 Check-Out 2015-10-25
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## 2596 1 Check-Out 2015-10-25
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## 2599 1 Check-Out 2015-10-25
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## 2603 0 Check-Out 2015-10-27
## 2604 1 Check-Out 2015-10-27
## 2605 1 Check-Out 2015-10-28
## 2606 1 Check-Out 2015-10-28
## 2607 1 Check-Out 2015-10-29
## 2608 0 Check-Out 2015-10-30
## 2609 2 Canceled 2015-05-18
## 2610 1 Canceled 2015-05-18
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## 2612 2 Canceled 2015-05-18
## 2613 2 Canceled 2015-05-18
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## 2616 0 Check-Out 2015-11-03
## 2617 0 Check-Out 2015-11-07
## 2618 0 Check-Out 2015-10-25
## 2619 0 Check-Out 2015-10-25
## 2620 1 Check-Out 2015-10-26
## 2621 0 Check-Out 2015-10-26
## 2622 2 Canceled 2015-10-20
## 2623 1 Check-Out 2015-10-25
## 2624 1 Canceled 2015-07-20
## 2625 0 Check-Out 2015-10-25
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## 2627 0 Canceled 2015-06-26
## 2628 0 Canceled 2015-06-26
## 2629 0 Canceled 2015-06-26
## 2630 0 Canceled 2015-06-26
## 2631 0 Canceled 2015-06-26
## 2632 0 Canceled 2015-06-26
## 2633 0 Canceled 2015-06-26
## 2634 0 Canceled 2015-06-26
## 2635 0 Canceled 2015-06-26
## 2636 0 Canceled 2015-06-26
## 2637 0 Canceled 2015-06-26
## 2638 0 Canceled 2015-06-26
## 2639 0 Canceled 2015-06-26
## 2640 0 Canceled 2015-06-26
## 2641 0 Canceled 2015-06-26
## 2642 0 Canceled 2015-06-26
## 2643 0 Canceled 2015-06-26
## 2644 3 Canceled 2015-09-24
## 2645 0 Canceled 2015-06-26
## 2646 0 Canceled 2015-06-26
## 2647 0 Canceled 2015-06-26
## 2648 0 Canceled 2015-06-26
## 2649 0 Canceled 2015-06-26
## 2650 0 Canceled 2015-06-26
## 2651 3 Canceled 2015-09-24
## 2652 0 Canceled 2015-06-26
## 2653 0 Canceled 2015-06-26
## 2654 0 Canceled 2015-06-26
## 2655 0 Canceled 2015-06-26
## 2656 0 Canceled 2015-06-26
## 2657 0 Canceled 2015-06-26
## 2658 0 Canceled 2015-06-26
## 2659 0 Canceled 2015-06-26
## 2660 0 Canceled 2015-06-26
## 2661 0 Canceled 2015-06-26
## 2662 0 Canceled 2015-06-26
## 2663 2 Canceled 2015-08-26
## 2664 1 Check-Out 2015-10-26
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## 2666 1 Check-Out 2015-10-27
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## 2668 0 No-Show 2015-10-24
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## 2670 0 Check-Out 2015-10-28
## 2671 0 Check-Out 2015-10-29
## 2672 1 Canceled 2015-07-07
## 2673 3 Check-Out 2015-10-30
## 2674 2 Canceled 2015-10-03
## 2675 2 Canceled 2015-10-03
## 2676 1 Check-Out 2015-10-31
## 2677 0 Check-Out 2015-11-03
## 2678 2 Check-Out 2015-11-04
## 2679 0 Check-Out 2015-10-25
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## 2681 0 Canceled 2015-06-26
## 2682 0 Canceled 2015-06-26
## 2683 0 Canceled 2015-06-26
## 2684 0 Canceled 2015-06-26
## 2685 3 Check-Out 2015-10-25
## 2686 0 Canceled 2015-10-10
## 2687 2 Check-Out 2015-10-31
## 2688 0 Check-Out 2015-10-31
## 2689 0 Check-Out 2015-11-01
## 2690 2 Check-Out 2015-11-01
## 2691 0 Check-Out 2015-11-02
## 2692 0 Check-Out 2015-10-26
## 2693 0 Check-Out 2015-10-27
## 2694 1 Canceled 2015-10-14
## 2695 1 Canceled 2015-10-14
## 2696 2 Check-Out 2015-10-31
## 2697 3 Canceled 2015-10-26
## 2698 0 Check-Out 2015-11-17
## 2699 0 Canceled 2015-10-10
## 2700 0 Canceled 2015-10-10
## 2701 0 Canceled 2015-10-10
## 2702 0 Canceled 2015-10-10
## 2703 0 Canceled 2015-10-10
## 2704 1 Check-Out 2015-10-28
## 2705 0 Check-Out 2015-10-28
## 2706 0 Check-Out 2015-10-28
## 2707 1 Check-Out 2015-10-28
## 2708 0 Check-Out 2015-10-28
## 2709 0 No-Show 2015-10-27
## 2710 1 Check-Out 2015-10-29
## 2711 2 Check-Out 2015-10-29
## 2712 1 Check-Out 2015-10-29
## 2713 2 Check-Out 2015-10-29
## 2714 2 Check-Out 2015-10-29
## 2715 1 Check-Out 2015-10-30
## 2716 1 Check-Out 2015-10-31
## 2717 2 Check-Out 2015-10-31
## 2718 3 Check-Out 2015-11-03
## 2719 1 Check-Out 2015-11-03
## 2720 0 Check-Out 2015-10-29
## 2721 0 Check-Out 2015-10-29
## 2722 0 Check-Out 2015-10-29
## 2723 0 Check-Out 2015-10-29
## 2724 1 Check-Out 2015-11-04
## 2725 1 Check-Out 2015-11-04
## 2726 1 Check-Out 2015-11-04
## 2727 1 Check-Out 2015-11-04
## 2728 0 Check-Out 2015-10-29
## 2729 0 Check-Out 2015-10-30
## 2730 0 Check-Out 2015-10-30
## 2731 0 Check-Out 2015-10-30
## 2732 1 Check-Out 2015-10-31
## 2733 1 Check-Out 2015-10-31
## 2734 1 Check-Out 2015-10-30
## 2735 0 Canceled 2015-10-26
## 2736 2 Check-Out 2015-11-01
## 2737 0 Check-Out 2015-11-01
## 2738 2 Check-Out 2015-11-01
## 2739 0 Check-Out 2015-11-01
## 2740 0 Check-Out 2015-11-02
## 2741 0 Canceled 2015-09-29
## 2742 0 Check-Out 2015-11-03
## 2743 1 Check-Out 2015-10-31
## 2744 2 Check-Out 2015-10-31
## 2745 0 Check-Out 2015-10-31
## 2746 0 Check-Out 2015-11-01
## 2747 0 Check-Out 2015-11-01
## 2748 0 Check-Out 2015-11-01
## 2749 0 Check-Out 2015-11-01
## 2750 1 Check-Out 2015-11-01
## 2751 0 Check-Out 2015-11-01
## 2752 3 Check-Out 2015-11-01
## 2753 0 Check-Out 2015-11-02
## 2754 0 Check-Out 2015-10-30
## 2755 1 Check-Out 2015-11-01
## 2756 1 Check-Out 2015-11-01
## 2757 1 Check-Out 2015-11-02
## 2758 1 Check-Out 2015-11-02
## 2759 1 Check-Out 2015-11-02
## 2760 0 Check-Out 2015-11-02
## 2761 0 Check-Out 2015-11-02
## 2762 1 Check-Out 2015-11-02
## 2763 1 Check-Out 2015-11-02
## 2764 0 Check-Out 2015-11-03
## 2765 1 Check-Out 2015-11-06
## 2766 0 Check-Out 2015-11-07
## 2767 0 Check-Out 2015-10-31
## 2768 1 Check-Out 2015-11-01
## 2769 0 Check-Out 2015-11-01
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## 2771 0 Canceled 2015-10-26
## 2772 0 Check-Out 2015-11-01
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## 2778 0 Check-Out 2015-11-01
## 2779 0 Check-Out 2015-11-01
## 2780 0 Check-Out 2015-11-01
## 2781 1 Check-Out 2015-11-01
## 2782 0 Check-Out 2015-11-01
## 2783 0 Canceled 2015-10-29
## 2784 0 Canceled 2015-10-26
## 2785 0 Canceled 2015-10-26
## 2786 0 Canceled 2015-10-26
## 2787 1 Check-Out 2015-11-01
## 2788 0 Canceled 2015-10-26
## 2789 0 Check-Out 2015-11-01
## 2790 0 Canceled 2015-10-26
## 2791 0 Canceled 2015-10-26
## 2792 0 Check-Out 2015-11-01
## 2793 0 Canceled 2015-10-29
## 2794 0 Check-Out 2015-11-01
## 2795 0 Canceled 2015-10-26
## 2796 0 Canceled 2015-10-26
## 2797 0 Check-Out 2015-11-01
## 2798 0 Check-Out 2015-11-01
## 2799 0 Check-Out 2015-11-01
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## 2801 1 Check-Out 2015-11-01
## 2802 0 Check-Out 2015-11-01
## 2803 0 Check-Out 2015-11-01
## 2804 0 Check-Out 2015-11-01
## 2805 0 Check-Out 2015-11-01
## 2806 0 Check-Out 2015-11-01
## 2807 0 Canceled 2015-10-29
## 2808 0 Check-Out 2015-11-01
## 2809 1 Check-Out 2015-11-01
## 2810 0 Check-Out 2015-11-01
## 2811 0 Check-Out 2015-11-01
## 2812 0 Canceled 2015-10-26
## 2813 0 Canceled 2015-10-26
## 2814 0 Canceled 2015-10-26
## 2815 0 Canceled 2015-10-26
## 2816 0 Canceled 2015-10-26
## 2817 0 Canceled 2015-10-31
## 2818 1 Check-Out 2015-11-01
## 2819 2 Canceled 2015-08-20
## 2820 1 Check-Out 2015-11-02
## 2821 1 Canceled 2015-10-20
## 2822 1 Check-Out 2015-11-02
## 2823 0 Check-Out 2015-11-02
## 2824 0 Check-Out 2015-11-02
## 2825 1 Check-Out 2015-11-02
## 2826 1 Check-Out 2015-11-03
## 2827 2 Canceled 2015-10-09
## 2828 2 Canceled 2015-10-02
## 2829 2 Canceled 2015-10-02
## 2830 2 Canceled 2015-09-21
## 2831 1 Check-Out 2015-11-06
## 2832 1 Canceled 2015-09-11
## 2833 0 Check-Out 2015-11-07
## 2834 0 Canceled 2015-09-04
## 2835 2 Check-Out 2015-11-07
## 2836 0 No-Show 2015-11-01
## 2837 1 No-Show 2015-11-01
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## 2848 2 Check-Out 2015-11-05
## 2849 1 Check-Out 2015-11-08
## 2850 1 Check-Out 2015-11-09
## 2851 1 Check-Out 2015-11-09
## 2852 0 Check-Out 2015-11-09
## 2853 0 Canceled 2015-10-10
## 2854 0 Canceled 2015-10-10
## 2855 0 Canceled 2015-10-10
## 2856 0 Canceled 2015-10-10
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## 2858 0 Canceled 2015-10-10
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## 2863 1 Check-Out 2015-11-04
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## 2865 1 Check-Out 2015-11-04
## 2866 1 Check-Out 2015-11-05
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## 2868 0 Check-Out 2015-11-06
## 2869 2 Check-Out 2015-11-06
## 2870 0 Check-Out 2015-11-07
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## 2873 0 Check-Out 2015-11-07
## 2874 0 Check-Out 2015-11-07
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## 2887 0 Check-Out 2015-11-05
## 2888 1 Check-Out 2015-11-06
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## 2895 0 Check-Out 2015-11-06
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## 2904 0 Check-Out 2015-11-07
## 2905 0 Check-Out 2015-11-07
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## 2907 1 Check-Out 2015-11-08
## 2908 1 Check-Out 2015-11-08
## 2909 0 Check-Out 2015-11-08
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## 2915 0 Check-Out 2015-11-17
## 2916 0 Check-Out 2015-11-17
## 2917 0 Check-Out 2015-11-17
## 2918 0 Check-Out 2015-11-15
## 2919 0 Check-Out 2015-11-15
## 2920 3 Check-Out 2015-11-07
## 2921 1 Check-Out 2015-11-08
## 2922 1 Check-Out 2015-11-08
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## 2924 0 Canceled 2015-10-09
## 2925 0 Check-Out 2015-11-08
## 2926 1 Canceled 2015-11-04
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## 2928 1 Check-Out 2015-11-08
## 2929 1 Check-Out 2015-11-09
## 2930 3 Check-Out 2015-11-10
## 2931 0 Check-Out 2015-11-12
## 2932 0 Check-Out 2015-11-12
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## 2934 0 Check-Out 2015-11-14
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## 2936 0 Canceled 2015-10-10
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## 2941 0 Check-Out 2015-11-15
## 2942 0 Canceled 2015-11-04
## 2943 0 Check-Out 2015-11-15
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## 2945 0 Canceled 2015-10-10
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## 2947 0 Check-Out 2015-11-15
## 2948 0 Check-Out 2015-11-15
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## 2950 0 Canceled 2015-10-10
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## 2968 0 Check-Out 2015-11-15
## 2969 0 Check-Out 2015-11-15
## 2970 0 Check-Out 2015-11-15
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## 2975 2 Check-Out 2015-11-10
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## 2980 0 Check-Out 2015-11-10
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## 2994 0 Canceled 2015-10-10
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## 3002 0 Canceled 2015-10-10
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## 3004 0 Canceled 2015-10-10
## 3005 0 Canceled 2015-11-11
## 3006 0 Canceled 2015-10-10
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## 3013 1 Check-Out 2015-11-15
## 3014 1 Check-Out 2015-11-15
## 3015 0 Check-Out 2015-11-15
## 3016 0 Check-Out 2015-11-15
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## 3018 0 Canceled 2015-10-10
## 3019 0 Canceled 2015-10-10
## 3020 1 Check-Out 2015-11-15
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## 3022 0 Check-Out 2015-11-15
## 3023 1 Check-Out 2015-11-15
## 3024 0 Canceled 2015-10-10
## 3025 0 Canceled 2015-10-10
## 3026 0 Canceled 2015-10-10
## 3027 1 Check-Out 2015-11-15
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## 3029 1 Check-Out 2015-11-15
## 3030 2 Canceled 2015-11-05
## 3031 0 Check-Out 2015-11-16
## 3032 2 Check-Out 2015-11-16
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## 3035 2 Check-Out 2015-11-14
## 3036 0 Canceled 2015-10-10
## 3037 0 Canceled 2015-10-10
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## 3039 0 Canceled 2015-10-10
## 3040 0 Canceled 2015-10-10
## 3041 0 Canceled 2015-10-10
## 3042 0 Canceled 2015-10-10
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## 3045 0 Check-Out 2015-11-15
## 3046 0 Check-Out 2015-11-15
## 3047 0 Check-Out 2015-11-15
## 3048 0 Check-Out 2015-11-15
## 3049 0 Check-Out 2015-11-15
## 3050 0 Check-Out 2015-11-15
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## 3052 0 Check-Out 2015-11-15
## 3053 0 Canceled 2015-10-10
## 3054 0 Canceled 2015-10-10
## 3055 0 Canceled 2015-10-10
## 3056 2 Check-Out 2015-11-14
## 3057 1 Check-Out 2015-11-15
## 3058 0 Canceled 2015-11-12
## 3059 0 Check-Out 2015-11-15
## 3060 0 Check-Out 2015-11-15
## 3061 1 Check-Out 2015-11-15
## 3062 0 Check-Out 2015-11-15
## 3063 0 Check-Out 2015-11-15
## 3064 1 Check-Out 2015-11-16
## 3065 0 Canceled 2015-11-09
## 3066 0 Canceled 2015-10-23
## 3067 0 Canceled 2015-11-09
## 3068 0 Canceled 2015-10-23
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## 3070 2 Check-Out 2015-11-13
## 3071 2 Check-Out 2015-11-13
## 3072 0 Check-Out 2015-11-14
## 3073 1 Check-Out 2015-11-14
## 3074 1 Canceled 2015-11-05
## 3075 0 Check-Out 2015-11-15
## 3076 1 Check-Out 2015-11-14
## 3077 1 No-Show 2015-11-13
## 3078 0 Check-Out 2015-11-15
## 3079 0 Check-Out 2015-11-15
## 3080 1 Canceled 2015-11-05
## 3081 2 Canceled 2015-11-03
## 3082 1 Check-Out 2015-11-18
## 3083 1 Canceled 2015-11-14
## 3084 2 Check-Out 2015-11-22
## 3085 1 Check-Out 2015-11-17
## 3086 0 Check-Out 2015-11-22
## 3087 0 Canceled 2015-09-23
## 3088 2 Canceled 2015-11-05
## 3089 3 Canceled 2015-10-26
## 3090 0 Check-Out 2015-11-16
## 3091 1 Check-Out 2015-11-16
## 3092 1 Check-Out 2015-11-16
## 3093 0 Canceled 2015-10-30
## 3094 0 Canceled 2015-10-30
## 3095 0 Canceled 2015-10-30
## 3096 1 Canceled 2015-11-02
## 3097 3 Canceled 2015-08-31
## 3098 2 Canceled 2015-09-04
## 3099 0 Canceled 2015-10-10
## 3100 1 Canceled 2015-08-29
## 3101 1 Check-Out 2015-11-17
## 3102 0 Check-Out 2015-11-19
## 3103 0 Check-Out 2015-11-21
## 3104 1 Canceled 2015-10-08
## 3105 0 Check-Out 2015-11-20
## 3106 1 Check-Out 2015-11-21
## 3107 0 Check-Out 2015-11-24
## 3108 0 Check-Out 2015-11-24
## 3109 0 Check-Out 2015-11-24
## 3110 0 Canceled 2015-11-05
## 3111 0 Check-Out 2015-11-24
## 3112 0 Check-Out 2015-11-24
## 3113 0 Check-Out 2015-11-24
## 3114 0 Check-Out 2015-11-24
## 3115 0 Check-Out 2015-11-24
## 3116 0 Check-Out 2015-11-24
## 3117 0 Check-Out 2015-11-24
## 3118 0 Check-Out 2015-11-24
## 3119 0 Check-Out 2015-11-24
## 3120 0 Check-Out 2015-11-24
## 3121 0 Check-Out 2015-11-24
## 3122 0 Check-Out 2015-11-24
## 3123 0 Check-Out 2015-11-24
## 3124 0 Check-Out 2015-11-24
## [ reached 'max' / getOption("max.print") -- omitted 116266 rows ]head(hotel_data, 10)## hotel is_canceled lead_time arrival_date_year arrival_date_month
## 1 Resort Hotel 0 342 2015 July
## 2 Resort Hotel 0 737 2015 July
## 3 Resort Hotel 0 7 2015 July
## 4 Resort Hotel 0 13 2015 July
## 5 Resort Hotel 0 14 2015 July
## 6 Resort Hotel 0 14 2015 July
## 7 Resort Hotel 0 0 2015 July
## 8 Resort Hotel 0 9 2015 July
## 9 Resort Hotel 1 85 2015 July
## 10 Resort Hotel 1 75 2015 July
## arrival_date_week_number arrival_date_day_of_month stays_in_weekend_nights
## 1 27 1 0
## 2 27 1 0
## 3 27 1 0
## 4 27 1 0
## 5 27 1 0
## 6 27 1 0
## 7 27 1 0
## 8 27 1 0
## 9 27 1 0
## 10 27 1 0
## stays_in_week_nights adults children babies meal country market_segment
## 1 0 2 0 0 BB PRT Direct
## 2 0 2 0 0 BB PRT Direct
## 3 1 1 0 0 BB GBR Direct
## 4 1 1 0 0 BB GBR Corporate
## 5 2 2 0 0 BB GBR Online TA
## 6 2 2 0 0 BB GBR Online TA
## 7 2 2 0 0 BB PRT Direct
## 8 2 2 0 0 FB PRT Direct
## 9 3 2 0 0 BB PRT Online TA
## 10 3 2 0 0 HB PRT Offline TA/TO
## distribution_channel is_repeated_guest previous_cancellations
## 1 Direct 0 0
## 2 Direct 0 0
## 3 Direct 0 0
## 4 Corporate 0 0
## 5 TA/TO 0 0
## 6 TA/TO 0 0
## 7 Direct 0 0
## 8 Direct 0 0
## 9 TA/TO 0 0
## 10 TA/TO 0 0
## previous_bookings_not_canceled reserved_room_type assigned_room_type
## 1 0 C C
## 2 0 C C
## 3 0 A C
## 4 0 A A
## 5 0 A A
## 6 0 A A
## 7 0 C C
## 8 0 C C
## 9 0 A A
## 10 0 D D
## booking_changes deposit_type agent company days_in_waiting_list
## 1 3 No Deposit NULL NULL 0
## 2 4 No Deposit NULL NULL 0
## 3 0 No Deposit NULL NULL 0
## 4 0 No Deposit 304 NULL 0
## 5 0 No Deposit 240 NULL 0
## 6 0 No Deposit 240 NULL 0
## 7 0 No Deposit NULL NULL 0
## 8 0 No Deposit 303 NULL 0
## 9 0 No Deposit 240 NULL 0
## 10 0 No Deposit 15 NULL 0
## customer_type adr required_car_parking_spaces total_of_special_requests
## 1 Transient 0.0 0 0
## 2 Transient 0.0 0 0
## 3 Transient 75.0 0 0
## 4 Transient 75.0 0 0
## 5 Transient 98.0 0 1
## 6 Transient 98.0 0 1
## 7 Transient 107.0 0 0
## 8 Transient 103.0 0 1
## 9 Transient 82.0 0 1
## 10 Transient 105.5 0 0
## reservation_status reservation_status_date
## 1 Check-Out 2015-07-01
## 2 Check-Out 2015-07-01
## 3 Check-Out 2015-07-02
## 4 Check-Out 2015-07-02
## 5 Check-Out 2015-07-03
## 6 Check-Out 2015-07-03
## 7 Check-Out 2015-07-03
## 8 Check-Out 2015-07-03
## 9 Canceled 2015-05-06
## 10 Canceled 2015-04-22Grouping by ‘hotel’ and summarizing ‘adr’
adr_by_hotel <- hotel_data %>%
group_by(hotel) %>%
summarize(expected_prob = mean(adr))
adr_by_hotel## # A tibble: 2 × 2
## hotel expected_prob
## <chr> <dbl>
## 1 City Hotel 105.
## 2 Resort Hotel 95.0Calculating the 10th percentile threshold
percentile_threshold <- quantile(adr_by_hotel$expected_prob, probs = 0.10)
cat("10th percentile threshold for ADR is: ", percentile_threshold)## 10th percentile threshold for ADR is: 95.98808Identifying anomalies based on ADR
adr_by_hotel <- adr_by_hotel %>%
mutate(Anomaly = ifelse(expected_prob < percentile_threshold, "Anomaly", "Not an anomaly"))
adr_by_hotel## # A tibble: 2 × 3
## hotel expected_prob Anomaly
## <chr> <dbl> <chr>
## 1 City Hotel 105. Not an anomaly
## 2 Resort Hotel 95.0 AnomalyCreating a new column ‘Anomaly’ based on the condition
df_with_anomalies <- hotel_data %>%
left_join(adr_by_hotel, by = "hotel")
df_with_anomalies## hotel is_canceled lead_time arrival_date_year arrival_date_month
## 1 Resort Hotel 0 342 2015 July
## 2 Resort Hotel 0 737 2015 July
## 3 Resort Hotel 0 7 2015 July
## 4 Resort Hotel 0 13 2015 July
## 5 Resort Hotel 0 14 2015 July
## 6 Resort Hotel 0 14 2015 July
## 7 Resort Hotel 0 0 2015 July
## 8 Resort Hotel 0 9 2015 July
## 9 Resort Hotel 1 85 2015 July
## 10 Resort Hotel 1 75 2015 July
## 11 Resort Hotel 1 23 2015 July
## 12 Resort Hotel 0 35 2015 July
## 13 Resort Hotel 0 68 2015 July
## 14 Resort Hotel 0 18 2015 July
## 15 Resort Hotel 0 37 2015 July
## 16 Resort Hotel 0 68 2015 July
## 17 Resort Hotel 0 37 2015 July
## 18 Resort Hotel 0 12 2015 July
## 19 Resort Hotel 0 0 2015 July
## 20 Resort Hotel 0 7 2015 July
## 21 Resort Hotel 0 37 2015 July
## 22 Resort Hotel 0 72 2015 July
## 23 Resort Hotel 0 72 2015 July
## 24 Resort Hotel 0 72 2015 July
## 25 Resort Hotel 0 127 2015 July
## 26 Resort Hotel 0 78 2015 July
## 27 Resort Hotel 0 48 2015 July
## 28 Resort Hotel 1 60 2015 July
## 29 Resort Hotel 0 77 2015 July
## 30 Resort Hotel 0 99 2015 July
## 31 Resort Hotel 0 118 2015 July
## 32 Resort Hotel 0 95 2015 July
## 33 Resort Hotel 1 96 2015 July
## 34 Resort Hotel 0 69 2015 July
## 35 Resort Hotel 1 45 2015 July
## 36 Resort Hotel 1 40 2015 July
## 37 Resort Hotel 0 15 2015 July
## 38 Resort Hotel 0 36 2015 July
## 39 Resort Hotel 1 43 2015 July
## 40 Resort Hotel 0 70 2015 July
## 41 Resort Hotel 1 45 2015 July
## 42 Resort Hotel 0 45 2015 July
## 43 Resort Hotel 0 16 2015 July
## 44 Resort Hotel 0 70 2015 July
## 45 Resort Hotel 0 107 2015 July
## 46 Resort Hotel 1 47 2015 July
## 47 Resort Hotel 0 96 2015 July
## 48 Resort Hotel 0 113 2015 July
## 49 Resort Hotel 0 90 2015 July
## 50 Resort Hotel 0 50 2015 July
## 51 Resort Hotel 0 113 2015 July
## 52 Resort Hotel 0 93 2015 July
## 53 Resort Hotel 0 76 2015 July
## 54 Resort Hotel 0 3 2015 July
## 55 Resort Hotel 0 1 2015 July
## 56 Resort Hotel 0 1 2015 July
## 57 Resort Hotel 0 0 2015 July
## 58 Resort Hotel 0 0 2015 July
## 59 Resort Hotel 0 0 2015 July
## 60 Resort Hotel 0 14 2015 July
## 61 Resort Hotel 0 10 2015 July
## 62 Resort Hotel 0 5 2015 July
## 63 Resort Hotel 0 17 2015 July
## 64 Resort Hotel 0 93 2015 July
## 65 Resort Hotel 1 3 2015 July
## 66 Resort Hotel 0 10 2015 July
## 67 Resort Hotel 0 3 2015 July
## 68 Resort Hotel 0 51 2015 July
## 69 Resort Hotel 1 71 2015 July
## 70 Resort Hotel 1 63 2015 July
## 71 Resort Hotel 1 62 2015 July
## 72 Resort Hotel 1 101 2015 July
## 73 Resort Hotel 0 2 2015 July
## 74 Resort Hotel 0 15 2015 July
## 75 Resort Hotel 1 51 2015 July
## 76 Resort Hotel 0 3 2015 July
## 77 Resort Hotel 1 48 2015 July
## 78 Resort Hotel 0 2 2015 July
## 79 Resort Hotel 0 72 2015 July
## 80 Resort Hotel 0 81 2015 July
## 81 Resort Hotel 0 99 2015 July
## 82 Resort Hotel 1 368 2015 July
## 83 Resort Hotel 0 364 2015 July
## 84 Resort Hotel 1 81 2015 July
## 85 Resort Hotel 0 99 2015 July
## 86 Resort Hotel 0 324 2015 July
## 87 Resort Hotel 0 69 2015 July
## 88 Resort Hotel 1 79 2015 July
## 89 Resort Hotel 0 12 2015 July
## 90 Resort Hotel 0 9 2015 July
## 91 Resort Hotel 0 1 2015 July
## 92 Resort Hotel 0 21 2015 July
## 93 Resort Hotel 0 9 2015 July
## 94 Resort Hotel 0 109 2015 July
## 95 Resort Hotel 1 109 2015 July
## 96 Resort Hotel 1 72 2015 July
## 97 Resort Hotel 1 63 2015 July
## 98 Resort Hotel 0 63 2015 July
## 99 Resort Hotel 0 101 2015 July
## 100 Resort Hotel 0 102 2015 July
## 101 Resort Hotel 0 4 2015 July
## 102 Resort Hotel 0 98 2015 July
## 103 Resort Hotel 0 92 2015 July
## 104 Resort Hotel 0 95 2015 July
## 105 Resort Hotel 0 102 2015 July
## 106 Resort Hotel 1 26 2015 July
## 107 Resort Hotel 1 73 2015 July
## 108 Resort Hotel 1 102 2015 July
## 109 Resort Hotel 0 115 2015 July
## 110 Resort Hotel 0 102 2015 July
## 111 Resort Hotel 0 86 2015 July
## 112 Resort Hotel 0 78 2015 July
## 113 Resort Hotel 0 52 2015 July
## 114 Resort Hotel 0 29 2015 July
## 115 Resort Hotel 1 101 2015 July
## 116 Resort Hotel 0 109 2015 July
## 117 Resort Hotel 0 92 2015 July
## 118 Resort Hotel 0 92 2015 July
## 119 Resort Hotel 0 79 2015 July
## 120 Resort Hotel 0 2 2015 July
## 121 Resort Hotel 0 30 2015 July
## 122 Resort Hotel 1 51 2015 July
## 123 Resort Hotel 1 36 2015 July
## 124 Resort Hotel 1 73 2015 July
## 125 Resort Hotel 1 33 2015 July
## 126 Resort Hotel 0 32 2015 July
## 127 Resort Hotel 0 8 2015 July
## 128 Resort Hotel 0 100 2015 July
## 129 Resort Hotel 0 1 2015 July
## 130 Resort Hotel 0 100 2015 July
## 131 Resort Hotel 0 100 2015 July
## 132 Resort Hotel 0 9 2015 July
## 133 Resort Hotel 1 5 2015 July
## 134 Resort Hotel 0 0 2015 July
## 135 Resort Hotel 0 9 2015 July
## 136 Resort Hotel 0 2 2015 July
## 137 Resort Hotel 0 2 2015 July
## 138 Resort Hotel 0 9 2015 July
## 139 Resort Hotel 1 5 2015 July
## 140 Resort Hotel 0 2 2015 July
## 141 Resort Hotel 0 44 2015 July
## 142 Resort Hotel 0 80 2015 July
## 143 Resort Hotel 0 97 2015 July
## 144 Resort Hotel 0 109 2015 July
## 145 Resort Hotel 0 30 2015 July
## 146 Resort Hotel 0 64 2015 July
## 147 Resort Hotel 0 39 2015 July
## 148 Resort Hotel 0 90 2015 July
## 149 Resort Hotel 1 34 2015 July
## 150 Resort Hotel 1 93 2015 July
## 151 Resort Hotel 0 97 2015 July
## 152 Resort Hotel 0 29 2015 July
## 153 Resort Hotel 1 101 2015 July
## 154 Resort Hotel 0 27 2015 July
## 155 Resort Hotel 0 8 2015 July
## 156 Resort Hotel 0 82 2015 July
## 157 Resort Hotel 0 94 2015 July
## 158 Resort Hotel 0 110 2015 July
## 159 Resort Hotel 0 96 2015 July
## 160 Resort Hotel 0 79 2015 July
## 161 Resort Hotel 0 115 2015 July
## 162 Resort Hotel 0 111 2015 July
## 163 Resort Hotel 0 51 2015 July
## 164 Resort Hotel 0 94 2015 July
## 165 Resort Hotel 0 81 2015 July
## 166 Resort Hotel 0 84 2015 July
## 167 Resort Hotel 0 51 2015 July
## 168 Resort Hotel 0 111 2015 July
## 169 Resort Hotel 0 0 2015 July
## 170 Resort Hotel 0 2 2015 July
## 171 Resort Hotel 0 7 2015 July
## 172 Resort Hotel 0 98 2015 July
## 173 Resort Hotel 0 95 2015 July
## 174 Resort Hotel 1 48 2015 July
## 175 Resort Hotel 0 66 2015 July
## 176 Resort Hotel 0 104 2015 July
## 177 Resort Hotel 0 28 2015 July
## 178 Resort Hotel 0 34 2015 July
## 179 Resort Hotel 0 98 2015 July
## 180 Resort Hotel 0 104 2015 July
## 181 Resort Hotel 0 68 2015 July
## 182 Resort Hotel 1 86 2015 July
## 183 Resort Hotel 0 258 2015 July
## 184 Resort Hotel 0 111 2015 July
## 185 Resort Hotel 1 94 2015 July
## 186 Resort Hotel 0 112 2015 July
## 187 Resort Hotel 0 100 2015 July
## 188 Resort Hotel 0 33 2015 July
## 189 Resort Hotel 0 97 2015 July
## 190 Resort Hotel 0 80 2015 July
## 191 Resort Hotel 0 90 2015 July
## 192 Resort Hotel 0 111 2015 July
## 193 Resort Hotel 0 65 2015 July
## 194 Resort Hotel 1 67 2015 July
## 195 Resort Hotel 0 55 2015 July
## 196 Resort Hotel 0 21 2015 July
## 197 Resort Hotel 0 8 2015 July
## 198 Resort Hotel 0 8 2015 July
## 199 Resort Hotel 0 0 2015 July
## 200 Resort Hotel 0 0 2015 July
## 201 Resort Hotel 0 0 2015 July
## 202 Resort Hotel 0 8 2015 July
## 203 Resort Hotel 0 66 2015 July
## 204 Resort Hotel 0 88 2015 July
## 205 Resort Hotel 0 0 2015 July
## 206 Resort Hotel 1 43 2015 July
## 207 Resort Hotel 1 88 2015 July
## 208 Resort Hotel 0 54 2015 July
## 209 Resort Hotel 1 292 2015 July
## 210 Resort Hotel 0 112 2015 July
## 211 Resort Hotel 0 68 2015 July
## 212 Resort Hotel 0 7 2015 July
## 213 Resort Hotel 0 1 2015 July
## 214 Resort Hotel 1 113 2015 July
## 215 Resort Hotel 0 5 2015 July
## 216 Resort Hotel 0 83 2015 July
## 217 Resort Hotel 1 105 2015 July
## 218 Resort Hotel 0 0 2015 July
## 219 Resort Hotel 1 1 2015 July
## 220 Resort Hotel 1 1 2015 July
## 221 Resort Hotel 0 1 2015 July
## 222 Resort Hotel 1 102 2015 July
## 223 Resort Hotel 0 113 2015 July
## 224 Resort Hotel 1 280 2015 July
## 225 Resort Hotel 0 96 2015 July
## 226 Resort Hotel 0 394 2015 July
## 227 Resort Hotel 0 33 2015 July
## 228 Resort Hotel 0 82 2015 July
## 229 Resort Hotel 0 100 2015 July
## 230 Resort Hotel 0 100 2015 July
## 231 Resort Hotel 0 17 2015 July
## 232 Resort Hotel 0 68 2015 July
## 233 Resort Hotel 0 12 2015 July
## 234 Resort Hotel 1 77 2015 July
## 235 Resort Hotel 1 24 2015 July
## 236 Resort Hotel 1 44 2015 July
## 237 Resort Hotel 0 78 2015 July
## 238 Resort Hotel 1 17 2015 July
## 239 Resort Hotel 1 103 2015 July
## 240 Resort Hotel 0 16 2015 July
## 241 Resort Hotel 0 14 2015 July
## 242 Resort Hotel 0 77 2015 July
## 243 Resort Hotel 0 90 2015 July
## 244 Resort Hotel 0 90 2015 July
## 245 Resort Hotel 0 90 2015 July
## 246 Resort Hotel 0 366 2015 July
## 247 Resort Hotel 0 249 2015 July
## 248 Resort Hotel 1 69 2015 July
## 249 Resort Hotel 0 10 2015 July
## 250 Resort Hotel 0 22 2015 July
## 251 Resort Hotel 0 91 2015 July
## 252 Resort Hotel 0 23 2015 July
## 253 Resort Hotel 0 11 2015 July
## 254 Resort Hotel 0 3 2015 July
## 255 Resort Hotel 0 13 2015 July
## 256 Resort Hotel 0 108 2015 July
## 257 Resort Hotel 0 91 2015 July
## 258 Resort Hotel 0 37 2015 July
## 259 Resort Hotel 0 21 2015 July
## 260 Resort Hotel 0 106 2015 July
## 261 Resort Hotel 0 30 2015 July
## 262 Resort Hotel 0 30 2015 July
## 263 Resort Hotel 1 51 2015 July
## 264 Resort Hotel 0 79 2015 July
## 265 Resort Hotel 0 21 2015 July
## 266 Resort Hotel 0 35 2015 July
## 267 Resort Hotel 0 78 2015 July
## 268 Resort Hotel 0 31 2015 July
## 269 Resort Hotel 0 78 2015 July
## 270 Resort Hotel 0 78 2015 July
## 271 Resort Hotel 0 44 2015 July
## 272 Resort Hotel 0 34 2015 July
## 273 Resort Hotel 0 87 2015 July
## 274 Resort Hotel 0 11 2015 July
## 275 Resort Hotel 0 115 2015 July
## 276 Resort Hotel 0 86 2015 July
## 277 Resort Hotel 0 41 2015 July
## 278 Resort Hotel 0 32 2015 July
## 279 Resort Hotel 0 34 2015 July
## 280 Resort Hotel 0 34 2015 July
## 281 Resort Hotel 1 100 2015 July
## 282 Resort Hotel 0 44 2015 July
## 283 Resort Hotel 0 304 2015 July
## 284 Resort Hotel 1 36 2015 July
## 285 Resort Hotel 0 117 2015 July
## 286 Resort Hotel 0 70 2015 July
## 287 Resort Hotel 0 110 2015 July
## 288 Resort Hotel 1 109 2015 July
## 289 Resort Hotel 0 33 2015 July
## 290 Resort Hotel 0 33 2015 July
## 291 Resort Hotel 0 33 2015 July
## 292 Resort Hotel 0 0 2015 July
## 293 Resort Hotel 0 0 2015 July
## 294 Resort Hotel 0 0 2015 July
## 295 Resort Hotel 0 0 2015 July
## 296 Resort Hotel 0 84 2015 July
## 297 Resort Hotel 0 71 2015 July
## 298 Resort Hotel 0 16 2015 July
## 299 Resort Hotel 0 54 2015 July
## 300 Resort Hotel 0 8 2015 July
## 301 Resort Hotel 0 36 2015 July
## 302 Resort Hotel 0 40 2015 July
## 303 Resort Hotel 1 59 2015 July
## 304 Resort Hotel 0 79 2015 July
## 305 Resort Hotel 0 32 2015 July
## 306 Resort Hotel 0 110 2015 July
## 307 Resort Hotel 0 33 2015 July
## 308 Resort Hotel 0 53 2015 July
## 309 Resort Hotel 0 2 2015 July
## 310 Resort Hotel 0 8 2015 July
## 311 Resort Hotel 1 72 2015 July
## 312 Resort Hotel 0 12 2015 July
## 313 Resort Hotel 0 48 2015 July
## 314 Resort Hotel 0 90 2015 July
## 315 Resort Hotel 0 34 2015 July
## 316 Resort Hotel 1 58 2015 July
## 317 Resort Hotel 0 59 2015 July
## 318 Resort Hotel 0 90 2015 July
## 319 Resort Hotel 0 116 2015 July
## 320 Resort Hotel 0 31 2015 July
## 321 Resort Hotel 1 51 2015 July
## 322 Resort Hotel 0 48 2015 July
## 323 Resort Hotel 0 59 2015 July
## 324 Resort Hotel 1 97 2015 July
## 325 Resort Hotel 0 12 2015 July
## 326 Resort Hotel 0 64 2015 July
## 327 Resort Hotel 0 31 2015 July
## 328 Resort Hotel 0 59 2015 July
## 329 Resort Hotel 1 55 2015 July
## 330 Resort Hotel 0 81 2015 July
## 331 Resort Hotel 0 1 2015 July
## 332 Resort Hotel 0 34 2015 July
## 333 Resort Hotel 0 13 2015 July
## 334 Resort Hotel 0 40 2015 July
## 335 Resort Hotel 0 1 2015 July
## 336 Resort Hotel 0 34 2015 July
## 337 Resort Hotel 0 88 2015 July
## 338 Resort Hotel 0 9 2015 July
## 339 Resort Hotel 1 24 2015 July
## 340 Resort Hotel 0 97 2015 July
## 341 Resort Hotel 0 60 2015 July
## 342 Resort Hotel 0 100 2015 July
## 343 Resort Hotel 0 50 2015 July
## 344 Resort Hotel 1 47 2015 July
## 345 Resort Hotel 0 8 2015 July
## 346 Resort Hotel 0 34 2015 July
## 347 Resort Hotel 0 47 2015 July
## 348 Resort Hotel 0 115 2015 July
## 349 Resort Hotel 1 79 2015 July
## 350 Resort Hotel 0 91 2015 July
## 351 Resort Hotel 0 98 2015 July
## 352 Resort Hotel 0 109 2015 July
## 353 Resort Hotel 0 0 2015 July
## 354 Resort Hotel 0 98 2015 July
## 355 Resort Hotel 0 0 2015 July
## 356 Resort Hotel 0 9 2015 July
## 357 Resort Hotel 0 62 2015 July
## 358 Resort Hotel 1 45 2015 July
## 359 Resort Hotel 0 42 2015 July
## 360 Resort Hotel 0 54 2015 July
## 361 Resort Hotel 0 51 2015 July
## 362 Resort Hotel 0 54 2015 July
## 363 Resort Hotel 0 58 2015 July
## 364 Resort Hotel 0 0 2015 July
## 365 Resort Hotel 1 60 2015 July
## 366 Resort Hotel 1 321 2015 July
## 367 Resort Hotel 0 40 2015 July
## 368 Resort Hotel 1 51 2015 July
## 369 Resort Hotel 0 38 2015 July
## 370 Resort Hotel 1 75 2015 July
## 371 Resort Hotel 0 101 2015 July
## 372 Resort Hotel 1 42 2015 July
## 373 Resort Hotel 0 40 2015 July
## 374 Resort Hotel 0 109 2015 July
## 375 Resort Hotel 1 81 2015 July
## 376 Resort Hotel 1 98 2015 July
## 377 Resort Hotel 0 32 2015 July
## 378 Resort Hotel 0 72 2015 July
## 379 Resort Hotel 0 115 2015 July
## 380 Resort Hotel 0 118 2015 July
## 381 Resort Hotel 0 81 2015 July
## 382 Resort Hotel 1 95 2015 July
## 383 Resort Hotel 0 16 2015 July
## 384 Resort Hotel 0 56 2015 July
## 385 Resort Hotel 0 88 2015 July
## 386 Resort Hotel 0 41 2015 July
## 387 Resort Hotel 1 40 2015 July
## 388 Resort Hotel 0 1 2015 July
## 389 Resort Hotel 0 1 2015 July
## 390 Resort Hotel 0 1 2015 July
## 391 Resort Hotel 1 76 2015 July
## 392 Resort Hotel 0 0 2015 July
## 393 Resort Hotel 0 49 2015 July
## 394 Resort Hotel 0 76 2015 July
## 395 Resort Hotel 0 73 2015 July
## 396 Resort Hotel 0 73 2015 July
## 397 Resort Hotel 0 317 2015 July
## 398 Resort Hotel 1 112 2015 July
## 399 Resort Hotel 0 6 2015 July
## 400 Resort Hotel 0 8 2015 July
## 401 Resort Hotel 1 96 2015 July
## 402 Resort Hotel 1 96 2015 July
## 403 Resort Hotel 0 99 2015 July
## 404 Resort Hotel 0 66 2015 July
## 405 Resort Hotel 0 38 2015 July
## 406 Resort Hotel 0 38 2015 July
## 407 Resort Hotel 0 113 2015 July
## 408 Resort Hotel 0 0 2015 July
## 409 Resort Hotel 1 62 2015 July
## 410 Resort Hotel 1 39 2015 July
## 411 Resort Hotel 0 37 2015 July
## 412 Resort Hotel 1 58 2015 July
## 413 Resort Hotel 0 37 2015 July
## 414 Resort Hotel 0 57 2015 July
## 415 Resort Hotel 0 57 2015 July
## 416 Resort Hotel 0 57 2015 July
## 417 Resort Hotel 0 57 2015 July
## 418 Resort Hotel 0 57 2015 July
## 419 Resort Hotel 0 83 2015 July
## 420 Resort Hotel 0 57 2015 July
## 421 Resort Hotel 0 57 2015 July
## 422 Resort Hotel 1 57 2015 July
## 423 Resort Hotel 0 57 2015 July
## 424 Resort Hotel 0 57 2015 July
## 425 Resort Hotel 0 57 2015 July
## 426 Resort Hotel 0 57 2015 July
## 427 Resort Hotel 0 57 2015 July
## 428 Resort Hotel 0 57 2015 July
## 429 Resort Hotel 0 57 2015 July
## 430 Resort Hotel 0 57 2015 July
## 431 Resort Hotel 0 57 2015 July
## 432 Resort Hotel 0 57 2015 July
## 433 Resort Hotel 0 57 2015 July
## 434 Resort Hotel 0 57 2015 July
## 435 Resort Hotel 1 66 2015 July
## 436 Resort Hotel 0 13 2015 July
## 437 Resort Hotel 0 50 2015 July
## 438 Resort Hotel 1 48 2015 July
## 439 Resort Hotel 1 0 2015 July
## 440 Resort Hotel 0 7 2015 July
## 441 Resort Hotel 0 0 2015 July
## 442 Resort Hotel 1 66 2015 July
## 443 Resort Hotel 0 13 2015 July
## 444 Resort Hotel 0 66 2015 July
## 445 Resort Hotel 0 10 2015 July
## 446 Resort Hotel 1 10 2015 July
## 447 Resort Hotel 1 58 2015 July
## 448 Resort Hotel 1 17 2015 July
## 449 Resort Hotel 0 19 2015 July
## 450 Resort Hotel 0 10 2015 July
## 451 Resort Hotel 1 12 2015 July
## 452 Resort Hotel 0 10 2015 July
## 453 Resort Hotel 0 63 2015 July
## 454 Resort Hotel 1 35 2015 July
## 455 Resort Hotel 0 113 2015 July
## 456 Resort Hotel 1 35 2015 July
## 457 Resort Hotel 0 68 2015 July
## 458 Resort Hotel 0 113 2015 July
## 459 Resort Hotel 0 21 2015 July
## 460 Resort Hotel 0 6 2015 July
## 461 Resort Hotel 0 7 2015 July
## 462 Resort Hotel 0 17 2015 July
## 463 Resort Hotel 0 1 2015 July
## 464 Resort Hotel 0 2 2015 July
## 465 Resort Hotel 1 15 2015 July
## 466 Resort Hotel 1 7 2015 July
## 467 Resort Hotel 0 11 2015 July
## 468 Resort Hotel 1 6 2015 July
## 469 Resort Hotel 0 1 2015 July
## 470 Resort Hotel 0 1 2015 July
## 471 Resort Hotel 0 48 2015 July
## 472 Resort Hotel 0 15 2015 July
## 473 Resort Hotel 1 3 2015 July
## 474 Resort Hotel 1 23 2015 July
## 475 Resort Hotel 0 53 2015 July
## 476 Resort Hotel 0 53 2015 July
## 477 Resort Hotel 0 94 2015 July
## 478 Resort Hotel 0 64 2015 July
## 479 Resort Hotel 0 53 2015 July
## 480 Resort Hotel 0 53 2015 July
## 481 Resort Hotel 0 64 2015 July
## 482 Resort Hotel 0 53 2015 July
## 483 Resort Hotel 0 24 2015 July
## 484 Resort Hotel 0 24 2015 July
## 485 Resort Hotel 0 23 2015 July
## 486 Resort Hotel 0 53 2015 July
## 487 Resort Hotel 1 23 2015 July
## 488 Resort Hotel 0 90 2015 July
## 489 Resort Hotel 0 79 2015 July
## 490 Resort Hotel 0 43 2015 July
## 491 Resort Hotel 0 90 2015 July
## 492 Resort Hotel 0 65 2015 July
## 493 Resort Hotel 0 65 2015 July
## 494 Resort Hotel 0 99 2015 July
## 495 Resort Hotel 0 25 2015 July
## 496 Resort Hotel 0 92 2015 July
## 497 Resort Hotel 0 91 2015 July
## 498 Resort Hotel 0 38 2015 July
## 499 Resort Hotel 0 6 2015 July
## 500 Resort Hotel 0 38 2015 July
## 501 Resort Hotel 0 13 2015 July
## 502 Resort Hotel 1 32 2015 July
## 503 Resort Hotel 0 315 2015 July
## 504 Resort Hotel 0 8 2015 July
## 505 Resort Hotel 1 0 2015 July
## 506 Resort Hotel 0 91 2015 July
## 507 Resort Hotel 0 3 2015 July
## 508 Resort Hotel 0 9 2015 July
## 509 Resort Hotel 0 19 2015 July
## 510 Resort Hotel 0 25 2015 July
## 511 Resort Hotel 0 108 2015 July
## 512 Resort Hotel 1 37 2015 July
## 513 Resort Hotel 0 45 2015 July
## 514 Resort Hotel 0 64 2015 July
## 515 Resort Hotel 0 44 2015 July
## 516 Resort Hotel 0 26 2015 July
## 517 Resort Hotel 1 96 2015 July
## 518 Resort Hotel 1 123 2015 July
## 519 Resort Hotel 1 42 2015 July
## 520 Resort Hotel 0 59 2015 July
## 521 Resort Hotel 0 28 2015 July
## 522 Resort Hotel 0 106 2015 July
## 523 Resort Hotel 0 1 2015 July
## 524 Resort Hotel 0 0 2015 July
## 525 Resort Hotel 0 4 2015 July
## 526 Resort Hotel 0 3 2015 July
## 527 Resort Hotel 0 73 2015 July
## 528 Resort Hotel 0 44 2015 July
## 529 Resort Hotel 0 95 2015 July
## 530 Resort Hotel 0 94 2015 July
## 531 Resort Hotel 1 40 2015 July
## 532 Resort Hotel 0 64 2015 July
## 533 Resort Hotel 0 64 2015 July
## 534 Resort Hotel 0 94 2015 July
## 535 Resort Hotel 0 57 2015 July
## 536 Resort Hotel 1 60 2015 July
## 537 Resort Hotel 0 57 2015 July
## 538 Resort Hotel 0 87 2015 July
## 539 Resort Hotel 0 0 2015 July
## 540 Resort Hotel 0 0 2015 July
## 541 Resort Hotel 0 6 2015 July
## 542 Resort Hotel 0 0 2015 July
## 543 Resort Hotel 0 19 2015 July
## 544 Resort Hotel 0 4 2015 July
## 545 Resort Hotel 1 59 2015 July
## 546 Resort Hotel 0 44 2015 July
## 547 Resort Hotel 1 37 2015 July
## 548 Resort Hotel 0 66 2015 July
## 549 Resort Hotel 1 38 2015 July
## 550 Resort Hotel 1 62 2015 July
## 551 Resort Hotel 0 41 2015 July
## 552 Resort Hotel 1 60 2015 July
## 553 Resort Hotel 0 104 2015 July
## 554 Resort Hotel 1 62 2015 July
## 555 Resort Hotel 0 117 2015 July
## 556 Resort Hotel 1 31 2015 July
## 557 Resort Hotel 0 34 2015 July
## 558 Resort Hotel 0 47 2015 July
## 559 Resort Hotel 1 24 2015 July
## 560 Resort Hotel 1 104 2015 July
## 561 Resort Hotel 0 104 2015 July
## 562 Resort Hotel 0 32 2015 July
## 563 Resort Hotel 1 47 2015 July
## 564 Resort Hotel 0 29 2015 July
## 565 Resort Hotel 0 30 2015 July
## 566 Resort Hotel 0 123 2015 July
## 567 Resort Hotel 0 14 2015 July
## 568 Resort Hotel 1 118 2015 July
## 569 Resort Hotel 0 0 2015 July
## 570 Resort Hotel 0 0 2015 July
## 571 Resort Hotel 0 79 2015 July
## 572 Resort Hotel 0 63 2015 July
## 573 Resort Hotel 0 68 2015 July
## 574 Resort Hotel 0 96 2015 July
## 575 Resort Hotel 1 41 2015 July
## 576 Resort Hotel 0 46 2015 July
## 577 Resort Hotel 1 41 2015 July
## 578 Resort Hotel 1 60 2015 July
## 579 Resort Hotel 0 41 2015 July
## 580 Resort Hotel 1 69 2015 July
## 581 Resort Hotel 1 41 2015 July
## 582 Resort Hotel 0 52 2015 July
## 583 Resort Hotel 1 41 2015 July
## 584 Resort Hotel 0 89 2015 July
## 585 Resort Hotel 1 28 2015 July
## 586 Resort Hotel 0 65 2015 July
## 587 Resort Hotel 0 82 2015 July
## 588 Resort Hotel 0 42 2015 July
## 589 Resort Hotel 0 62 2015 July
## 590 Resort Hotel 1 86 2015 July
## 591 Resort Hotel 1 118 2015 July
## 592 Resort Hotel 0 28 2015 July
## 593 Resort Hotel 1 52 2015 July
## 594 Resort Hotel 1 49 2015 July
## 595 Resort Hotel 0 39 2015 July
## 596 Resort Hotel 0 39 2015 July
## 597 Resort Hotel 0 39 2015 July
## 598 Resort Hotel 1 7 2015 July
## 599 Resort Hotel 1 7 2015 July
## 600 Resort Hotel 1 42 2015 July
## 601 Resort Hotel 0 5 2015 July
## 602 Resort Hotel 1 81 2015 July
## 603 Resort Hotel 1 63 2015 July
## 604 Resort Hotel 0 61 2015 July
## 605 Resort Hotel 0 8 2015 July
## 606 Resort Hotel 0 89 2015 July
## 607 Resort Hotel 0 57 2015 July
## 608 Resort Hotel 0 102 2015 July
## 609 Resort Hotel 0 108 2015 July
## 610 Resort Hotel 0 28 2015 July
## 611 Resort Hotel 0 29 2015 July
## 612 Resort Hotel 0 0 2015 July
## 613 Resort Hotel 1 96 2015 July
## 614 Resort Hotel 1 44 2015 July
## 615 Resort Hotel 0 44 2015 July
## 616 Resort Hotel 1 44 2015 July
## 617 Resort Hotel 1 44 2015 July
## 618 Resort Hotel 1 41 2015 July
## 619 Resort Hotel 0 16 2015 July
## 620 Resort Hotel 0 73 2015 July
## 621 Resort Hotel 0 3 2015 July
## 622 Resort Hotel 0 0 2015 July
## 623 Resort Hotel 1 55 2015 July
## 624 Resort Hotel 0 33 2015 July
## 625 Resort Hotel 1 19 2015 July
## 626 Resort Hotel 1 55 2015 July
## 627 Resort Hotel 0 33 2015 July
## 628 Resort Hotel 1 19 2015 July
## 629 Resort Hotel 1 19 2015 July
## 630 Resort Hotel 0 117 2015 July
## 631 Resort Hotel 1 72 2015 July
## 632 Resort Hotel 1 19 2015 July
## 633 Resort Hotel 0 34 2015 July
## 634 Resort Hotel 0 9 2015 July
## 635 Resort Hotel 0 8 2015 July
## 636 Resort Hotel 1 36 2015 July
## 637 Resort Hotel 0 22 2015 July
## 638 Resort Hotel 0 22 2015 July
## 639 Resort Hotel 0 22 2015 July
## 640 Resort Hotel 0 36 2015 July
## 641 Resort Hotel 0 22 2015 July
## 642 Resort Hotel 1 22 2015 July
## 643 Resort Hotel 0 18 2015 July
## 644 Resort Hotel 0 8 2015 July
## 645 Resort Hotel 1 67 2015 July
## 646 Resort Hotel 1 105 2015 July
## 647 Resort Hotel 0 1 2015 July
## 648 Resort Hotel 1 67 2015 July
## 649 Resort Hotel 0 39 2015 July
## 650 Resort Hotel 1 45 2015 July
## 651 Resort Hotel 1 45 2015 July
## 652 Resort Hotel 0 14 2015 July
## 653 Resort Hotel 1 53 2015 July
## 654 Resort Hotel 0 28 2015 July
## 655 Resort Hotel 0 55 2015 July
## 656 Resort Hotel 0 55 2015 July
## 657 Resort Hotel 0 25 2015 July
## 658 Resort Hotel 1 43 2015 July
## 659 Resort Hotel 1 109 2015 July
## 660 Resort Hotel 1 62 2015 July
## 661 Resort Hotel 0 25 2015 July
## 662 Resort Hotel 0 43 2015 July
## 663 Resort Hotel 0 35 2015 July
## 664 Resort Hotel 1 42 2015 July
## 665 Resort Hotel 1 312 2015 July
## 666 Resort Hotel 0 30 2015 July
## 667 Resort Hotel 0 47 2015 July
## 668 Resort Hotel 0 40 2015 July
## 669 Resort Hotel 0 11 2015 July
## 670 Resort Hotel 0 39 2015 July
## 671 Resort Hotel 1 39 2015 July
## 672 Resort Hotel 0 1 2015 July
## 673 Resort Hotel 1 12 2015 July
## 674 Resort Hotel 1 16 2015 July
## 675 Resort Hotel 1 16 2015 July
## 676 Resort Hotel 0 12 2015 July
## 677 Resort Hotel 0 51 2015 July
## 678 Resort Hotel 0 67 2015 July
## 679 Resort Hotel 0 52 2015 July
## 680 Resort Hotel 0 25 2015 July
## 681 Resort Hotel 0 94 2015 July
## 682 Resort Hotel 1 54 2015 July
## 683 Resort Hotel 0 33 2015 July
## 684 Resort Hotel 0 47 2015 July
## 685 Resort Hotel 0 43 2015 July
## 686 Resort Hotel 1 87 2015 July
## 687 Resort Hotel 0 54 2015 July
## 688 Resort Hotel 0 32 2015 July
## 689 Resort Hotel 1 29 2015 July
## 690 Resort Hotel 1 96 2015 July
## 691 Resort Hotel 1 100 2015 July
## 692 Resort Hotel 0 54 2015 July
## 693 Resort Hotel 0 75 2015 July
## 694 Resort Hotel 0 31 2015 July
## 695 Resort Hotel 1 25 2015 July
## 696 Resort Hotel 0 61 2015 July
## 697 Resort Hotel 0 60 2015 July
## 698 Resort Hotel 1 31 2015 July
## 699 Resort Hotel 1 107 2015 July
## 700 Resort Hotel 1 31 2015 July
## 701 Resort Hotel 0 115 2015 July
## 702 Resort Hotel 0 59 2015 July
## 703 Resort Hotel 1 85 2015 July
## 704 Resort Hotel 0 0 2015 July
## 705 Resort Hotel 1 299 2015 July
## 706 Resort Hotel 0 50 2015 July
## 707 Resort Hotel 1 50 2015 July
## 708 Resort Hotel 1 88 2015 July
## 709 Resort Hotel 1 116 2015 July
## 710 Resort Hotel 0 47 2015 July
## 711 Resort Hotel 0 48 2015 July
## 712 Resort Hotel 1 54 2015 July
## 713 Resort Hotel 1 33 2015 July
## 714 Resort Hotel 0 73 2015 July
## 715 Resort Hotel 1 54 2015 July
## 716 Resort Hotel 1 33 2015 July
## 717 Resort Hotel 0 38 2015 July
## 718 Resort Hotel 0 34 2015 July
## 719 Resort Hotel 0 130 2015 July
## 720 Resort Hotel 1 39 2015 July
## 721 Resort Hotel 1 39 2015 July
## 722 Resort Hotel 0 45 2015 July
## 723 Resort Hotel 0 31 2015 July
## 724 Resort Hotel 1 48 2015 July
## 725 Resort Hotel 0 59 2015 July
## 726 Resort Hotel 1 48 2015 July
## 727 Resort Hotel 1 48 2015 July
## 728 Resort Hotel 1 48 2015 July
## 729 Resort Hotel 0 48 2015 July
## 730 Resort Hotel 0 96 2015 July
## 731 Resort Hotel 0 51 2015 July
## 732 Resort Hotel 0 96 2015 July
## 733 Resort Hotel 1 41 2015 July
## 734 Resort Hotel 0 6 2015 July
## 735 Resort Hotel 0 27 2015 July
## 736 Resort Hotel 0 28 2015 July
## 737 Resort Hotel 0 30 2015 July
## 738 Resort Hotel 0 45 2015 July
## 739 Resort Hotel 0 52 2015 July
## 740 Resort Hotel 0 31 2015 July
## 741 Resort Hotel 1 74 2015 July
## 742 Resort Hotel 0 31 2015 July
## 743 Resort Hotel 1 87 2015 July
## 744 Resort Hotel 0 48 2015 July
## 745 Resort Hotel 1 41 2015 July
## 746 Resort Hotel 0 35 2015 July
## 747 Resort Hotel 0 28 2015 July
## 748 Resort Hotel 0 77 2015 July
## 749 Resort Hotel 1 33 2015 July
## 750 Resort Hotel 0 30 2015 July
## 751 Resort Hotel 1 34 2015 July
## 752 Resort Hotel 1 298 2015 July
## 753 Resort Hotel 0 35 2015 July
## 754 Resort Hotel 0 40 2015 July
## 755 Resort Hotel 1 101 2015 July
## 756 Resort Hotel 1 101 2015 July
## 757 Resort Hotel 1 101 2015 July
## 758 Resort Hotel 1 101 2015 July
## 759 Resort Hotel 0 38 2015 July
## 760 Resort Hotel 0 76 2015 July
## 761 Resort Hotel 0 70 2015 July
## 762 Resort Hotel 0 70 2015 July
## 763 Resort Hotel 0 68 2015 July
## 764 Resort Hotel 1 63 2015 July
## 765 Resort Hotel 1 11 2015 July
## 766 Resort Hotel 0 32 2015 July
## 767 Resort Hotel 0 29 2015 July
## 768 Resort Hotel 0 47 2015 July
## 769 Resort Hotel 0 50 2015 July
## 770 Resort Hotel 1 29 2015 July
## 771 Resort Hotel 0 36 2015 July
## 772 Resort Hotel 0 49 2015 July
## 773 Resort Hotel 1 70 2015 July
## 774 Resort Hotel 0 110 2015 July
## 775 Resort Hotel 0 8 2015 July
## 776 Resort Hotel 1 119 2015 July
## 777 Resort Hotel 0 30 2015 July
## 778 Resort Hotel 1 29 2015 July
## 779 Resort Hotel 0 71 2015 July
## 780 Resort Hotel 1 37 2015 July
## 781 Resort Hotel 1 40 2015 July
## 782 Resort Hotel 0 37 2015 July
## 783 Resort Hotel 0 0 2015 July
## 784 Resort Hotel 1 37 2015 July
## 785 Resort Hotel 0 37 2015 July
## 786 Resort Hotel 0 97 2015 July
## 787 Resort Hotel 1 71 2015 July
## 788 Resort Hotel 1 118 2015 July
## 789 Resort Hotel 0 102 2015 July
## 790 Resort Hotel 1 54 2015 July
## 791 Resort Hotel 1 58 2015 July
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## 2293 Resort Hotel 0 34 2015 October
## 2294 Resort Hotel 0 4 2015 October
## 2295 Resort Hotel 1 78 2015 October
## 2296 Resort Hotel 1 77 2015 October
## 2297 Resort Hotel 0 77 2015 October
## 2298 Resort Hotel 1 78 2015 October
## 2299 Resort Hotel 1 78 2015 October
## 2300 Resort Hotel 1 78 2015 October
## 2301 Resort Hotel 1 78 2015 October
## 2302 Resort Hotel 1 78 2015 October
## 2303 Resort Hotel 1 78 2015 October
## 2304 Resort Hotel 0 63 2015 October
## 2305 Resort Hotel 1 78 2015 October
## 2306 Resort Hotel 1 78 2015 October
## 2307 Resort Hotel 0 8 2015 October
## 2308 Resort Hotel 0 4 2015 October
## 2309 Resort Hotel 0 77 2015 October
## 2310 Resort Hotel 0 67 2015 October
## 2311 Resort Hotel 0 21 2015 October
## 2312 Resort Hotel 0 13 2015 October
## 2313 Resort Hotel 1 78 2015 October
## 2314 Resort Hotel 1 78 2015 October
## 2315 Resort Hotel 1 78 2015 October
## 2316 Resort Hotel 1 78 2015 October
## 2317 Resort Hotel 1 78 2015 October
## 2318 Resort Hotel 1 78 2015 October
## 2319 Resort Hotel 1 78 2015 October
## 2320 Resort Hotel 1 78 2015 October
## 2321 Resort Hotel 1 78 2015 October
## 2322 Resort Hotel 1 78 2015 October
## 2323 Resort Hotel 1 78 2015 October
## 2324 Resort Hotel 1 78 2015 October
## 2325 Resort Hotel 1 78 2015 October
## 2326 Resort Hotel 0 63 2015 October
## 2327 Resort Hotel 0 9 2015 October
## 2328 Resort Hotel 0 3 2015 October
## 2329 Resort Hotel 1 78 2015 October
## 2330 Resort Hotel 1 78 2015 October
## 2331 Resort Hotel 1 78 2015 October
## 2332 Resort Hotel 0 63 2015 October
## 2333 Resort Hotel 0 14 2015 October
## 2334 Resort Hotel 0 8 2015 October
## 2335 Resort Hotel 0 25 2015 October
## 2336 Resort Hotel 1 78 2015 October
## 2337 Resort Hotel 1 78 2015 October
## 2338 Resort Hotel 1 78 2015 October
## 2339 Resort Hotel 1 78 2015 October
## 2340 Resort Hotel 0 22 2015 October
## 2341 Resort Hotel 0 0 2015 October
## 2342 Resort Hotel 0 22 2015 October
## 2343 Resort Hotel 0 10 2015 October
## 2344 Resort Hotel 0 4 2015 October
## 2345 Resort Hotel 0 7 2015 October
## 2346 Resort Hotel 0 350 2015 October
## 2347 Resort Hotel 1 2 2015 October
## 2348 Resort Hotel 0 11 2015 October
## 2349 Resort Hotel 0 11 2015 October
## 2350 Resort Hotel 0 5 2015 October
## 2351 Resort Hotel 1 35 2015 October
## 2352 Resort Hotel 0 12 2015 October
## 2353 Resort Hotel 0 4 2015 October
## 2354 Resort Hotel 0 5 2015 October
## 2355 Resort Hotel 0 12 2015 October
## 2356 Resort Hotel 1 21 2015 October
## 2357 Resort Hotel 0 11 2015 October
## 2358 Resort Hotel 0 4 2015 October
## 2359 Resort Hotel 0 5 2015 October
## 2360 Resort Hotel 0 19 2015 October
## 2361 Resort Hotel 0 5 2015 October
## 2362 Resort Hotel 0 4 2015 October
## 2363 Resort Hotel 0 4 2015 October
## 2364 Resort Hotel 0 5 2015 October
## 2365 Resort Hotel 0 12 2015 October
## 2366 Resort Hotel 0 16 2015 October
## 2367 Resort Hotel 1 21 2015 October
## 2368 Resort Hotel 0 0 2015 October
## 2369 Resort Hotel 1 143 2015 October
## 2370 Resort Hotel 1 143 2015 October
## 2371 Resort Hotel 1 143 2015 October
## 2372 Resort Hotel 1 143 2015 October
## 2373 Resort Hotel 1 143 2015 October
## 2374 Resort Hotel 1 143 2015 October
## 2375 Resort Hotel 1 143 2015 October
## 2376 Resort Hotel 1 143 2015 October
## 2377 Resort Hotel 1 143 2015 October
## 2378 Resort Hotel 1 143 2015 October
## 2379 Resort Hotel 1 368 2015 October
## 2380 Resort Hotel 1 143 2015 October
## 2381 Resort Hotel 1 143 2015 October
## 2382 Resort Hotel 1 143 2015 October
## 2383 Resort Hotel 1 143 2015 October
## 2384 Resort Hotel 0 78 2015 October
## 2385 Resort Hotel 0 78 2015 October
## 2386 Resort Hotel 0 2 2015 October
## 2387 Resort Hotel 0 2 2015 October
## 2388 Resort Hotel 0 2 2015 October
## 2389 Resort Hotel 0 39 2015 October
## 2390 Resort Hotel 1 46 2015 October
## 2391 Resort Hotel 0 0 2015 October
## 2392 Resort Hotel 0 9 2015 October
## 2393 Resort Hotel 0 6 2015 October
## 2394 Resort Hotel 0 5 2015 October
## 2395 Resort Hotel 0 2 2015 October
## 2396 Resort Hotel 0 1 2015 October
## 2397 Resort Hotel 1 99 2015 October
## 2398 Resort Hotel 0 1 2015 October
## 2399 Resort Hotel 1 87 2015 October
## 2400 Resort Hotel 1 12 2015 October
## 2401 Resort Hotel 0 41 2015 October
## 2402 Resort Hotel 1 102 2015 October
## 2403 Resort Hotel 1 87 2015 October
## 2404 Resort Hotel 0 83 2015 October
## 2405 Resort Hotel 0 13 2015 October
## 2406 Resort Hotel 0 5 2015 October
## 2407 Resort Hotel 0 5 2015 October
## 2408 Resort Hotel 0 5 2015 October
## 2409 Resort Hotel 0 0 2015 October
## 2410 Resort Hotel 0 0 2015 October
## 2411 Resort Hotel 0 13 2015 October
## 2412 Resort Hotel 0 13 2015 October
## 2413 Resort Hotel 0 20 2015 October
## 2414 Resort Hotel 0 0 2015 October
## 2415 Resort Hotel 0 2 2015 October
## 2416 Resort Hotel 0 4 2015 October
## 2417 Resort Hotel 0 6 2015 October
## 2418 Resort Hotel 1 334 2015 October
## 2419 Resort Hotel 1 334 2015 October
## 2420 Resort Hotel 1 334 2015 October
## 2421 Resort Hotel 0 283 2015 October
## 2422 Resort Hotel 0 19 2015 October
## 2423 Resort Hotel 0 1 2015 October
## 2424 Resort Hotel 0 1 2015 October
## 2425 Resort Hotel 0 0 2015 October
## 2426 Resort Hotel 0 17 2015 October
## 2427 Resort Hotel 0 0 2015 October
## 2428 Resort Hotel 0 0 2015 October
## 2429 Resort Hotel 1 21 2015 October
## 2430 Resort Hotel 0 56 2015 October
## 2431 Resort Hotel 0 73 2015 October
## 2432 Resort Hotel 0 32 2015 October
## 2433 Resort Hotel 0 1 2015 October
## 2434 Resort Hotel 0 2 2015 October
## 2435 Resort Hotel 0 0 2015 October
## 2436 Resort Hotel 0 1 2015 October
## 2437 Resort Hotel 0 0 2015 October
## 2438 Resort Hotel 0 2 2015 October
## 2439 Resort Hotel 0 106 2015 October
## 2440 Resort Hotel 0 7 2015 October
## 2441 Resort Hotel 0 7 2015 October
## 2442 Resort Hotel 0 27 2015 October
## 2443 Resort Hotel 0 150 2015 October
## 2444 Resort Hotel 0 153 2015 October
## 2445 Resort Hotel 0 153 2015 October
## 2446 Resort Hotel 0 153 2015 October
## 2447 Resort Hotel 0 0 2015 October
## 2448 Resort Hotel 0 8 2015 October
## 2449 Resort Hotel 0 1 2015 October
## 2450 Resort Hotel 0 8 2015 October
## 2451 Resort Hotel 0 130 2015 October
## 2452 Resort Hotel 0 88 2015 October
## 2453 Resort Hotel 0 88 2015 October
## 2454 Resort Hotel 0 0 2015 October
## 2455 Resort Hotel 0 25 2015 October
## 2456 Resort Hotel 0 2 2015 October
## 2457 Resort Hotel 1 9 2015 October
## 2458 Resort Hotel 0 136 2015 October
## 2459 Resort Hotel 0 95 2015 October
## 2460 Resort Hotel 1 50 2015 October
## 2461 Resort Hotel 0 9 2015 October
## 2462 Resort Hotel 1 37 2015 October
## 2463 Resort Hotel 1 37 2015 October
## 2464 Resort Hotel 1 73 2015 October
## 2465 Resort Hotel 0 17 2015 October
## 2466 Resort Hotel 0 74 2015 October
## 2467 Resort Hotel 1 92 2015 October
## 2468 Resort Hotel 0 47 2015 October
## 2469 Resort Hotel 0 41 2015 October
## 2470 Resort Hotel 1 72 2015 October
## 2471 Resort Hotel 1 82 2015 October
## 2472 Resort Hotel 0 86 2015 October
## 2473 Resort Hotel 0 68 2015 October
## 2474 Resort Hotel 0 80 2015 October
## 2475 Resort Hotel 1 119 2015 October
## 2476 Resort Hotel 1 119 2015 October
## 2477 Resort Hotel 0 5 2015 October
## 2478 Resort Hotel 0 0 2015 October
## 2479 Resort Hotel 0 7 2015 October
## 2480 Resort Hotel 0 7 2015 October
## 2481 Resort Hotel 0 0 2015 October
## 2482 Resort Hotel 0 7 2015 October
## 2483 Resort Hotel 0 10 2015 October
## 2484 Resort Hotel 0 34 2015 October
## 2485 Resort Hotel 0 10 2015 October
## 2486 Resort Hotel 0 73 2015 October
## 2487 Resort Hotel 0 47 2015 October
## 2488 Resort Hotel 0 47 2015 October
## 2489 Resort Hotel 0 47 2015 October
## 2490 Resort Hotel 0 5 2015 October
## 2491 Resort Hotel 0 47 2015 October
## 2492 Resort Hotel 0 47 2015 October
## 2493 Resort Hotel 0 47 2015 October
## 2494 Resort Hotel 0 47 2015 October
## 2495 Resort Hotel 0 47 2015 October
## 2496 Resort Hotel 1 33 2015 October
## 2497 Resort Hotel 0 47 2015 October
## 2498 Resort Hotel 0 47 2015 October
## 2499 Resort Hotel 0 47 2015 October
## 2500 Resort Hotel 0 47 2015 October
## 2501 Resort Hotel 0 47 2015 October
## 2502 Resort Hotel 0 47 2015 October
## 2503 Resort Hotel 0 47 2015 October
## 2504 Resort Hotel 0 47 2015 October
## 2505 Resort Hotel 0 47 2015 October
## 2506 Resort Hotel 0 124 2015 October
## 2507 Resort Hotel 0 47 2015 October
## 2508 Resort Hotel 0 47 2015 October
## 2509 Resort Hotel 0 47 2015 October
## 2510 Resort Hotel 0 3 2015 October
## 2511 Resort Hotel 0 47 2015 October
## 2512 Resort Hotel 0 86 2015 October
## 2513 Resort Hotel 0 69 2015 October
## 2514 Resort Hotel 0 75 2015 October
## 2515 Resort Hotel 0 118 2015 October
## 2516 Resort Hotel 1 125 2015 October
## 2517 Resort Hotel 0 60 2015 October
## 2518 Resort Hotel 0 0 2015 October
## 2519 Resort Hotel 0 0 2015 October
## 2520 Resort Hotel 0 0 2015 October
## 2521 Resort Hotel 0 99 2015 October
## 2522 Resort Hotel 0 12 2015 October
## 2523 Resort Hotel 0 75 2015 October
## 2524 Resort Hotel 0 22 2015 October
## 2525 Resort Hotel 1 106 2015 October
## 2526 Resort Hotel 0 40 2015 October
## 2527 Resort Hotel 0 108 2015 October
## 2528 Resort Hotel 0 75 2015 October
## 2529 Resort Hotel 0 75 2015 October
## 2530 Resort Hotel 1 197 2015 October
## 2531 Resort Hotel 0 0 2015 October
## 2532 Resort Hotel 0 121 2015 October
## 2533 Resort Hotel 1 1 2015 October
## 2534 Resort Hotel 1 19 2015 October
## 2535 Resort Hotel 1 28 2015 October
## 2536 Resort Hotel 1 92 2015 October
## 2537 Resort Hotel 1 28 2015 October
## 2538 Resort Hotel 0 19 2015 October
## 2539 Resort Hotel 0 28 2015 October
## 2540 Resort Hotel 1 19 2015 October
## 2541 Resort Hotel 0 83 2015 October
## 2542 Resort Hotel 0 40 2015 October
## 2543 Resort Hotel 0 83 2015 October
## 2544 Resort Hotel 0 54 2015 October
## 2545 Resort Hotel 0 86 2015 October
## 2546 Resort Hotel 1 145 2015 October
## 2547 Resort Hotel 1 120 2015 October
## 2548 Resort Hotel 1 118 2015 October
## 2549 Resort Hotel 1 107 2015 October
## 2550 Resort Hotel 0 34 2015 October
## 2551 Resort Hotel 0 48 2015 October
## 2552 Resort Hotel 0 92 2015 October
## 2553 Resort Hotel 0 160 2015 October
## 2554 Resort Hotel 0 21 2015 October
## 2555 Resort Hotel 1 107 2015 October
## 2556 Resort Hotel 0 21 2015 October
## 2557 Resort Hotel 1 30 2015 October
## 2558 Resort Hotel 0 92 2015 October
## 2559 Resort Hotel 0 24 2015 October
## 2560 Resort Hotel 0 36 2015 October
## 2561 Resort Hotel 0 24 2015 October
## 2562 Resort Hotel 0 47 2015 October
## 2563 Resort Hotel 0 21 2015 October
## 2564 Resort Hotel 0 21 2015 October
## 2565 Resort Hotel 0 0 2015 October
## 2566 Resort Hotel 1 3 2015 October
## 2567 Resort Hotel 0 133 2015 October
## 2568 Resort Hotel 1 122 2015 October
## 2569 Resort Hotel 0 122 2015 October
## 2570 Resort Hotel 0 92 2015 October
## 2571 Resort Hotel 1 64 2015 October
## 2572 Resort Hotel 0 120 2015 October
## 2573 Resort Hotel 0 122 2015 October
## 2574 Resort Hotel 0 122 2015 October
## 2575 Resort Hotel 0 122 2015 October
## 2576 Resort Hotel 0 122 2015 October
## 2577 Resort Hotel 0 19 2015 October
## 2578 Resort Hotel 0 24 2015 October
## 2579 Resort Hotel 0 21 2015 October
## 2580 Resort Hotel 0 21 2015 October
## 2581 Resort Hotel 0 52 2015 October
## 2582 Resort Hotel 0 61 2015 October
## 2583 Resort Hotel 0 24 2015 October
## 2584 Resort Hotel 0 24 2015 October
## 2585 Resort Hotel 0 24 2015 October
## 2586 Resort Hotel 1 29 2015 October
## 2587 Resort Hotel 1 22 2015 October
## 2588 Resort Hotel 0 24 2015 October
## 2589 Resort Hotel 0 29 2015 October
## 2590 Resort Hotel 0 4 2015 October
## 2591 Resort Hotel 0 10 2015 October
## 2592 Resort Hotel 0 0 2015 October
## 2593 Resort Hotel 0 1 2015 October
## 2594 Resort Hotel 0 30 2015 October
## 2595 Resort Hotel 0 29 2015 October
## 2596 Resort Hotel 0 11 2015 October
## 2597 Resort Hotel 0 29 2015 October
## 2598 Resort Hotel 0 0 2015 October
## 2599 Resort Hotel 0 3 2015 October
## 2600 Resort Hotel 0 29 2015 October
## 2601 Resort Hotel 0 0 2015 October
## 2602 Resort Hotel 0 93 2015 October
## 2603 Resort Hotel 0 39 2015 October
## 2604 Resort Hotel 0 93 2015 October
## 2605 Resort Hotel 0 119 2015 October
## 2606 Resort Hotel 0 119 2015 October
## 2607 Resort Hotel 0 73 2015 October
## 2608 Resort Hotel 0 51 2015 October
## 2609 Resort Hotel 1 165 2015 October
## 2610 Resort Hotel 1 165 2015 October
## 2611 Resort Hotel 0 27 2015 October
## 2612 Resort Hotel 1 165 2015 October
## 2613 Resort Hotel 1 165 2015 October
## 2614 Resort Hotel 1 52 2015 October
## 2615 Resort Hotel 0 22 2015 October
## 2616 Resort Hotel 0 72 2015 October
## 2617 Resort Hotel 0 23 2015 October
## 2618 Resort Hotel 0 13 2015 October
## 2619 Resort Hotel 0 39 2015 October
## 2620 Resort Hotel 0 163 2015 October
## 2621 Resort Hotel 0 30 2015 October
## 2622 Resort Hotel 1 7 2015 October
## 2623 Resort Hotel 0 11 2015 October
## 2624 Resort Hotel 1 111 2015 October
## 2625 Resort Hotel 0 0 2015 October
## 2626 Resort Hotel 1 148 2015 October
## 2627 Resort Hotel 1 148 2015 October
## 2628 Resort Hotel 1 148 2015 October
## 2629 Resort Hotel 1 148 2015 October
## 2630 Resort Hotel 1 148 2015 October
## 2631 Resort Hotel 1 148 2015 October
## 2632 Resort Hotel 1 148 2015 October
## 2633 Resort Hotel 1 148 2015 October
## 2634 Resort Hotel 1 148 2015 October
## 2635 Resort Hotel 1 148 2015 October
## 2636 Resort Hotel 1 148 2015 October
## 2637 Resort Hotel 1 148 2015 October
## 2638 Resort Hotel 1 148 2015 October
## 2639 Resort Hotel 1 148 2015 October
## 2640 Resort Hotel 1 148 2015 October
## 2641 Resort Hotel 1 148 2015 October
## 2642 Resort Hotel 1 148 2015 October
## 2643 Resort Hotel 1 148 2015 October
## 2644 Resort Hotel 1 53 2015 October
## 2645 Resort Hotel 1 148 2015 October
## 2646 Resort Hotel 1 148 2015 October
## 2647 Resort Hotel 1 148 2015 October
## 2648 Resort Hotel 1 148 2015 October
## 2649 Resort Hotel 1 148 2015 October
## 2650 Resort Hotel 1 148 2015 October
## 2651 Resort Hotel 1 53 2015 October
## 2652 Resort Hotel 1 148 2015 October
## 2653 Resort Hotel 1 148 2015 October
## 2654 Resort Hotel 1 148 2015 October
## 2655 Resort Hotel 1 148 2015 October
## 2656 Resort Hotel 1 148 2015 October
## 2657 Resort Hotel 1 148 2015 October
## 2658 Resort Hotel 1 148 2015 October
## 2659 Resort Hotel 1 148 2015 October
## 2660 Resort Hotel 1 148 2015 October
## 2661 Resort Hotel 1 148 2015 October
## 2662 Resort Hotel 1 148 2015 October
## 2663 Resort Hotel 1 99 2015 October
## 2664 Resort Hotel 0 3 2015 October
## 2665 Resort Hotel 1 4 2015 October
## 2666 Resort Hotel 0 9 2015 October
## 2667 Resort Hotel 1 9 2015 October
## 2668 Resort Hotel 1 4 2015 October
## 2669 Resort Hotel 0 50 2015 October
## 2670 Resort Hotel 0 5 2015 October
## 2671 Resort Hotel 0 98 2015 October
## 2672 Resort Hotel 1 110 2015 October
## 2673 Resort Hotel 0 96 2015 October
## 2674 Resort Hotel 1 40 2015 October
## 2675 Resort Hotel 1 40 2015 October
## 2676 Resort Hotel 0 50 2015 October
## 2677 Resort Hotel 0 120 2015 October
## 2678 Resort Hotel 0 9 2015 October
## 2679 Resort Hotel 0 28 2015 October
## 2680 Resort Hotel 1 148 2015 October
## 2681 Resort Hotel 1 148 2015 October
## 2682 Resort Hotel 1 148 2015 October
## 2683 Resort Hotel 1 148 2015 October
## 2684 Resort Hotel 1 148 2015 October
## 2685 Resort Hotel 0 1 2015 October
## 2686 Resort Hotel 1 16 2015 October
## 2687 Resort Hotel 0 115 2015 October
## 2688 Resort Hotel 0 62 2015 October
## 2689 Resort Hotel 0 68 2015 October
## 2690 Resort Hotel 0 62 2015 October
## 2691 Resort Hotel 0 9 2015 October
## 2692 Resort Hotel 0 35 2015 October
## 2693 Resort Hotel 0 1 2015 October
## 2694 Resort Hotel 1 51 2015 October
## 2695 Resort Hotel 1 25 2015 October
## 2696 Resort Hotel 0 60 2015 October
## 2697 Resort Hotel 1 27 2015 October
## 2698 Resort Hotel 0 24 2015 October
## 2699 Resort Hotel 1 114 2015 October
## 2700 Resort Hotel 1 114 2015 October
## 2701 Resort Hotel 1 114 2015 October
## 2702 Resort Hotel 1 114 2015 October
## 2703 Resort Hotel 1 114 2015 October
## 2704 Resort Hotel 0 3 2015 October
## 2705 Resort Hotel 0 0 2015 October
## 2706 Resort Hotel 0 0 2015 October
## 2707 Resort Hotel 0 0 2015 October
## 2708 Resort Hotel 0 0 2015 October
## 2709 Resort Hotel 1 0 2015 October
## 2710 Resort Hotel 0 3 2015 October
## 2711 Resort Hotel 0 10 2015 October
## 2712 Resort Hotel 0 0 2015 October
## 2713 Resort Hotel 0 0 2015 October
## 2714 Resort Hotel 0 10 2015 October
## 2715 Resort Hotel 0 1 2015 October
## 2716 Resort Hotel 0 34 2015 October
## 2717 Resort Hotel 0 42 2015 October
## 2718 Resort Hotel 0 3 2015 October
## 2719 Resort Hotel 0 61 2015 October
## 2720 Resort Hotel 0 0 2015 October
## 2721 Resort Hotel 0 2 2015 October
## 2722 Resort Hotel 0 19 2015 October
## 2723 Resort Hotel 0 0 2015 October
## 2724 Resort Hotel 0 49 2015 October
## 2725 Resort Hotel 0 49 2015 October
## 2726 Resort Hotel 0 49 2015 October
## 2727 Resort Hotel 0 49 2015 October
## 2728 Resort Hotel 0 0 2015 October
## 2729 Resort Hotel 0 2 2015 October
## 2730 Resort Hotel 0 1 2015 October
## 2731 Resort Hotel 0 1 2015 October
## 2732 Resort Hotel 0 2 2015 October
## 2733 Resort Hotel 0 2 2015 October
## 2734 Resort Hotel 0 3 2015 October
## 2735 Resort Hotel 1 7 2015 October
## 2736 Resort Hotel 0 3 2015 October
## 2737 Resort Hotel 0 2 2015 October
## 2738 Resort Hotel 0 3 2015 October
## 2739 Resort Hotel 0 153 2015 October
## 2740 Resort Hotel 0 153 2015 October
## 2741 Resort Hotel 1 63 2015 October
## 2742 Resort Hotel 0 153 2015 October
## 2743 Resort Hotel 0 1 2015 October
## 2744 Resort Hotel 0 2 2015 October
## 2745 Resort Hotel 0 16 2015 October
## 2746 Resort Hotel 0 1 2015 October
## 2747 Resort Hotel 0 154 2015 October
## 2748 Resort Hotel 0 154 2015 October
## 2749 Resort Hotel 0 25 2015 October
## 2750 Resort Hotel 0 3 2015 October
## 2751 Resort Hotel 0 154 2015 October
## 2752 Resort Hotel 0 13 2015 October
## 2753 Resort Hotel 0 6 2015 October
## 2754 Resort Hotel 0 1 2015 October
## 2755 Resort Hotel 0 3 2015 October
## 2756 Resort Hotel 0 3 2015 October
## 2757 Resort Hotel 0 4 2015 October
## 2758 Resort Hotel 0 11 2015 October
## 2759 Resort Hotel 0 11 2015 October
## 2760 Resort Hotel 0 154 2015 October
## 2761 Resort Hotel 0 4 2015 October
## 2762 Resort Hotel 0 45 2015 October
## 2763 Resort Hotel 0 11 2015 October
## 2764 Resort Hotel 0 7 2015 October
## 2765 Resort Hotel 0 85 2015 October
## 2766 Resort Hotel 0 4 2015 October
## 2767 Resort Hotel 0 10 2015 October
## 2768 Resort Hotel 0 12 2015 October
## 2769 Resort Hotel 0 5 2015 October
## 2770 Resort Hotel 1 155 2015 October
## 2771 Resort Hotel 1 155 2015 October
## 2772 Resort Hotel 0 155 2015 October
## 2773 Resort Hotel 1 155 2015 October
## 2774 Resort Hotel 0 155 2015 October
## 2775 Resort Hotel 1 155 2015 October
## 2776 Resort Hotel 1 155 2015 October
## 2777 Resort Hotel 0 4 2015 October
## 2778 Resort Hotel 0 4 2015 October
## 2779 Resort Hotel 0 0 2015 October
## 2780 Resort Hotel 0 3 2015 October
## 2781 Resort Hotel 0 8 2015 October
## 2782 Resort Hotel 0 0 2015 October
## 2783 Resort Hotel 1 155 2015 October
## 2784 Resort Hotel 1 155 2015 October
## 2785 Resort Hotel 1 155 2015 October
## 2786 Resort Hotel 1 155 2015 October
## 2787 Resort Hotel 0 1 2015 October
## 2788 Resort Hotel 1 155 2015 October
## 2789 Resort Hotel 0 155 2015 October
## 2790 Resort Hotel 1 155 2015 October
## 2791 Resort Hotel 1 155 2015 October
## 2792 Resort Hotel 0 155 2015 October
## 2793 Resort Hotel 1 155 2015 October
## 2794 Resort Hotel 0 155 2015 October
## 2795 Resort Hotel 1 155 2015 October
## 2796 Resort Hotel 1 155 2015 October
## 2797 Resort Hotel 0 4 2015 October
## 2798 Resort Hotel 0 3 2015 October
## 2799 Resort Hotel 0 4 2015 October
## 2800 Resort Hotel 1 3 2015 October
## 2801 Resort Hotel 0 54 2015 October
## 2802 Resort Hotel 0 3 2015 October
## 2803 Resort Hotel 0 1 2015 October
## 2804 Resort Hotel 0 0 2015 October
## 2805 Resort Hotel 0 155 2015 October
## 2806 Resort Hotel 0 155 2015 October
## 2807 Resort Hotel 1 155 2015 October
## 2808 Resort Hotel 0 0 2015 October
## 2809 Resort Hotel 0 155 2015 October
## 2810 Resort Hotel 0 155 2015 October
## 2811 Resort Hotel 0 155 2015 October
## 2812 Resort Hotel 1 155 2015 October
## 2813 Resort Hotel 1 155 2015 October
## 2814 Resort Hotel 1 155 2015 October
## 2815 Resort Hotel 1 155 2015 October
## 2816 Resort Hotel 1 155 2015 October
## 2817 Resort Hotel 1 1 2015 October
## 2818 Resort Hotel 0 2 2015 October
## 2819 Resort Hotel 1 74 2015 October
## 2820 Resort Hotel 0 2 2015 October
## 2821 Resort Hotel 1 11 2015 October
## 2822 Resort Hotel 0 12 2015 October
## 2823 Resort Hotel 0 155 2015 October
## 2824 Resort Hotel 0 0 2015 October
## 2825 Resort Hotel 0 155 2015 October
## 2826 Resort Hotel 0 0 2015 October
## 2827 Resort Hotel 1 75 2015 October
## 2828 Resort Hotel 1 128 2015 October
## 2829 Resort Hotel 1 128 2015 October
## 2830 Resort Hotel 1 51 2015 October
## 2831 Resort Hotel 0 25 2015 October
## 2832 Resort Hotel 1 81 2015 October
## 2833 Resort Hotel 0 39 2015 October
## 2834 Resort Hotel 1 58 2015 October
## 2835 Resort Hotel 0 5 2015 October
## 2836 Resort Hotel 1 33 2015 November
## 2837 Resort Hotel 1 1 2015 November
## 2838 Resort Hotel 0 4 2015 November
## 2839 Resort Hotel 0 5 2015 November
## 2840 Resort Hotel 0 1 2015 November
## 2841 Resort Hotel 1 33 2015 November
## 2842 Resort Hotel 0 76 2015 November
## 2843 Resort Hotel 1 171 2015 November
## 2844 Resort Hotel 0 146 2015 November
## 2845 Resort Hotel 0 83 2015 November
## 2846 Resort Hotel 0 39 2015 November
## 2847 Resort Hotel 0 24 2015 November
## 2848 Resort Hotel 0 1 2015 November
## 2849 Resort Hotel 0 0 2015 November
## 2850 Resort Hotel 0 20 2015 November
## 2851 Resort Hotel 0 20 2015 November
## 2852 Resort Hotel 0 21 2015 November
## 2853 Resort Hotel 1 31 2015 November
## 2854 Resort Hotel 1 31 2015 November
## 2855 Resort Hotel 1 31 2015 November
## 2856 Resort Hotel 1 31 2015 November
## 2857 Resort Hotel 1 31 2015 November
## 2858 Resort Hotel 1 31 2015 November
## 2859 Resort Hotel 1 31 2015 November
## 2860 Resort Hotel 0 36 2015 November
## 2861 Resort Hotel 0 5 2015 November
## 2862 Resort Hotel 0 5 2015 November
## 2863 Resort Hotel 0 0 2015 November
## 2864 Resort Hotel 0 0 2015 November
## 2865 Resort Hotel 0 7 2015 November
## 2866 Resort Hotel 0 0 2015 November
## 2867 Resort Hotel 1 6 2015 November
## 2868 Resort Hotel 0 24 2015 November
## 2869 Resort Hotel 0 6 2015 November
## 2870 Resort Hotel 0 26 2015 November
## 2871 Resort Hotel 0 3 2015 November
## 2872 Resort Hotel 1 26 2015 November
## 2873 Resort Hotel 0 49 2015 November
## 2874 Resort Hotel 0 25 2015 November
## 2875 Resort Hotel 1 26 2015 November
## 2876 Resort Hotel 0 6 2015 November
## 2877 Resort Hotel 0 8 2015 November
## 2878 Resort Hotel 0 24 2015 November
## 2879 Resort Hotel 0 24 2015 November
## 2880 Resort Hotel 0 24 2015 November
## 2881 Resort Hotel 0 24 2015 November
## 2882 Resort Hotel 0 24 2015 November
## 2883 Resort Hotel 0 24 2015 November
## 2884 Resort Hotel 0 24 2015 November
## 2885 Resort Hotel 0 24 2015 November
## 2886 Resort Hotel 0 1 2015 November
## 2887 Resort Hotel 0 2 2015 November
## 2888 Resort Hotel 0 2 2015 November
## 2889 Resort Hotel 0 0 2015 November
## 2890 Resort Hotel 1 50 2015 November
## 2891 Resort Hotel 1 25 2015 November
## 2892 Resort Hotel 1 25 2015 November
## 2893 Resort Hotel 0 33 2015 November
## 2894 Resort Hotel 0 0 2015 November
## 2895 Resort Hotel 0 0 2015 November
## 2896 Resort Hotel 0 0 2015 November
## 2897 Resort Hotel 0 28 2015 November
## 2898 Resort Hotel 0 28 2015 November
## 2899 Resort Hotel 0 34 2015 November
## 2900 Resort Hotel 0 65 2015 November
## 2901 Resort Hotel 0 34 2015 November
## 2902 Resort Hotel 0 11 2015 November
## 2903 Resort Hotel 0 1 2015 November
## 2904 Resort Hotel 0 4 2015 November
## 2905 Resort Hotel 0 0 2015 November
## 2906 Resort Hotel 0 15 2015 November
## 2907 Resort Hotel 0 0 2015 November
## 2908 Resort Hotel 0 38 2015 November
## 2909 Resort Hotel 0 0 2015 November
## 2910 Resort Hotel 0 91 2015 November
## 2911 Resort Hotel 1 123 2015 November
## 2912 Resort Hotel 1 123 2015 November
## 2913 Resort Hotel 0 27 2015 November
## 2914 Resort Hotel 0 35 2015 November
## 2915 Resort Hotel 0 35 2015 November
## 2916 Resort Hotel 0 35 2015 November
## 2917 Resort Hotel 0 35 2015 November
## 2918 Resort Hotel 0 27 2015 November
## 2919 Resort Hotel 0 35 2015 November
## 2920 Resort Hotel 0 54 2015 November
## 2921 Resort Hotel 0 0 2015 November
## 2922 Resort Hotel 0 25 2015 November
## 2923 Resort Hotel 1 18 2015 November
## 2924 Resort Hotel 1 30 2015 November
## 2925 Resort Hotel 0 0 2015 November
## 2926 Resort Hotel 1 19 2015 November
## 2927 Resort Hotel 1 30 2015 November
## 2928 Resort Hotel 0 4 2015 November
## 2929 Resort Hotel 0 0 2015 November
## 2930 Resort Hotel 0 4 2015 November
## 2931 Resort Hotel 0 18 2015 November
## 2932 Resort Hotel 0 18 2015 November
## 2933 Resort Hotel 0 51 2015 November
## 2934 Resort Hotel 0 54 2015 November
## 2935 Resort Hotel 1 36 2015 November
## 2936 Resort Hotel 1 36 2015 November
## 2937 Resort Hotel 1 36 2015 November
## 2938 Resort Hotel 1 241 2015 November
## 2939 Resort Hotel 0 36 2015 November
## 2940 Resort Hotel 1 172 2015 November
## 2941 Resort Hotel 0 171 2015 November
## arrival_date_week_number arrival_date_day_of_month stays_in_weekend_nights
## 1 27 1 0
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## 2265 0 No Deposit 240 NULL 0
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## 2274 0 No Deposit 250 NULL 0
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## 2301 0 Non Refund 134 NULL 0
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## 2303 0 Non Refund 134 NULL 0
## 2304 0 No Deposit 241 NULL 0
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## 2306 0 Non Refund 134 NULL 0
## 2307 0 No Deposit 240 NULL 0
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## 2319 0 Non Refund 134 NULL 0
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## 2321 0 Non Refund 134 NULL 0
## 2322 0 Non Refund 134 NULL 0
## 2323 0 Non Refund 134 NULL 0
## 2324 0 Non Refund 134 NULL 0
## 2325 0 Non Refund 134 NULL 0
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## 2376 0 Non Refund 96 NULL 0
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## 2500 0 No Deposit NULL NULL 47
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## 2703 0 Non Refund 281 NULL 0
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## customer_type adr required_car_parking_spaces
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## 2282 Contract 44.50 0
## 2283 Transient-Party 48.57 0
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## 2285 Transient 123.56 0
## 2286 Transient 62.47 0
## 2287 Transient 58.00 0
## 2288 Transient-Party 48.00 0
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## 2290 Transient 56.00 0
## 2291 Contract 56.00 1
## 2292 Contract 42.00 0
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## 2295 Contract 50.00 0
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## 2300 Transient 92.00 0
## 2301 Transient 92.00 0
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## 2304 Transient 43.12 0
## 2305 Transient 92.00 0
## 2306 Transient 92.00 0
## 2307 Transient 104.67 1
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## 2309 Contract 50.00 1
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## 2311 Transient 67.00 0
## 2312 Transient 72.80 0
## 2313 Transient 92.00 0
## 2314 Transient 92.00 0
## 2315 Transient 92.00 0
## 2316 Transient 92.00 0
## 2317 Transient 92.00 0
## 2318 Transient 92.00 0
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## 2320 Transient 92.00 0
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## 2322 Transient 92.00 0
## 2323 Transient 92.00 0
## 2324 Transient 92.00 0
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## 2326 Transient 54.02 0
## 2327 Transient 63.33 0
## 2328 Transient 83.33 0
## 2329 Transient 92.00 0
## 2330 Transient 92.00 0
## 2331 Transient 92.00 0
## 2332 Transient 43.12 0
## 2333 Transient 78.80 1
## 2334 Transient 55.73 0
## 2335 Transient 44.50 0
## 2336 Transient 92.00 0
## 2337 Transient 92.00 0
## 2338 Transient 92.00 0
## 2339 Transient 92.00 0
## 2340 Transient 83.00 1
## 2341 Transient 67.00 0
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## 2343 Transient 71.50 0
## 2344 Transient 70.40 0
## 2345 Transient 73.68 1
## 2346 Transient 82.00 0
## 2347 Transient 56.00 0
## 2348 Contract 45.00 0
## 2349 Contract 45.00 0
## 2350 Transient 60.30 0
## 2351 Transient 67.50 0
## 2352 Transient 61.50 0
## 2353 Transient 107.50 1
## 2354 Transient 101.50 0
## 2355 Transient 76.35 1
## 2356 Transient-Party 49.20 0
## 2357 Transient 82.35 0
## 2358 Transient 111.50 0
## 2359 Transient 67.50 1
## 2360 Transient 117.00 0
## 2361 Transient 77.50 1
## 2362 Transient 102.50 1
## 2363 Transient 101.50 0
## 2364 Transient 101.50 0
## 2365 Transient 61.35 1
## 2366 Transient 61.35 1
## 2367 Transient-Party 49.20 0
## 2368 Transient 90.00 0
## 2369 Transient 36.05 0
## 2370 Transient 36.05 0
## 2371 Transient 36.05 0
## 2372 Transient 36.05 0
## 2373 Transient 36.05 0
## 2374 Transient 36.05 0
## 2375 Transient 36.05 0
## 2376 Transient 36.05 0
## 2377 Transient 36.05 0
## 2378 Transient 36.05 0
## 2379 Transient 4.00 0
## 2380 Transient 36.05 0
## 2381 Transient 36.05 0
## 2382 Transient 36.05 0
## 2383 Transient 98.00 0
## 2384 Transient 79.22 0
## 2385 Transient 106.00 0
## 2386 Transient 50.40 0
## 2387 Transient 66.00 0
## 2388 Transient 50.40 0
## 2389 Transient 46.50 0
## 2390 Transient 50.40 0
## 2391 Transient 66.00 0
## 2392 Transient 56.00 0
## 2393 Transient 82.00 1
## 2394 Transient 50.40 0
## 2395 Transient 37.60 0
## 2396 Transient 56.40 1
## 2397 Transient 67.00 0
## 2398 Transient 56.40 1
## 2399 Transient 42.30 0
## 2400 Transient 50.40 0
## 2401 Transient 56.00 0
## 2402 Transient 50.40 0
## 2403 Transient 42.30 0
## 2404 Transient 56.52 0
## 2405 Transient 58.24 0
## 2406 Transient 69.85 0
## 2407 Transient 92.71 0
## 2408 Transient-Party 0.00 0
## 2409 Transient 0.00 0
## 2410 Transient 0.00 0
## 2411 Transient 48.00 0
## 2412 Transient 53.00 0
## 2413 Transient 48.00 0
## 2414 Transient 37.00 0
## 2415 Transient 56.00 0
## 2416 Transient 48.00 0
## 2417 Transient 61.28 0
## 2418 Group 0.00 0
## 2419 Group 0.00 0
## 2420 Group 0.00 0
## 2421 Transient-Party 79.00 0
## 2422 Transient 74.28 0
## 2423 Transient 47.00 0
## 2424 Transient 50.40 0
## 2425 Transient 56.00 0
## 2426 Transient 8.00 0
## 2427 Transient 56.00 1
## 2428 Transient 47.00 0
## 2429 Transient 117.00 0
## 2430 Transient 107.43 0
## 2431 Transient 73.38 0
## 2432 Transient 117.00 1
## 2433 Transient-Party 37.60 1
## 2434 Transient-Party 42.30 1
## 2435 Transient 56.00 0
## 2436 Transient-Party 37.60 0
## 2437 Transient 56.00 0
## 2438 Transient-Party 42.30 0
## 2439 Transient 64.50 0
## 2440 Transient-Party 0.00 0
## 2441 Transient-Party 43.00 1
## 2442 Transient 111.50 0
## 2443 Contract 33.30 0
## 2444 Transient-Party 0.00 0
## 2445 Transient-Party 0.00 0
## 2446 Transient-Party 0.00 0
## 2447 Transient 73.00 1
## 2448 Transient-Party 44.50 0
## 2449 Transient 0.00 0
## 2450 Transient-Party 44.50 0
## 2451 Transient 98.40 1
## 2452 Transient 70.00 1
## 2453 Transient 75.00 0
## 2454 Transient 57.83 1
## 2455 Transient 68.57 0
## 2456 Transient 67.00 0
## 2457 Transient 81.50 0
## 2458 Transient 54.77 0
## 2459 Transient 45.56 0
## 2460 Transient 59.40 0
## 2461 Transient 108.00 0
## 2462 Transient 56.00 0
## 2463 Transient 56.00 0
## 2464 Transient 65.00 0
## 2465 Transient 42.50 0
## 2466 Transient 50.05 0
## 2467 Contract 86.50 0
## 2468 Transient 67.92 0
## 2469 Contract 43.93 0
## 2470 Transient 45.00 0
## 2471 Transient 55.14 0
## 2472 Transient 38.25 0
## 2473 Transient 55.00 0
## 2474 Transient 81.34 0
## 2475 Transient 40.50 0
## 2476 Transient 40.50 0
## 2477 Transient 37.00 0
## 2478 Transient 56.00 1
## 2479 Transient-Party 37.00 0
## 2480 Transient-Party 37.00 0
## 2481 Transient 68.40 0
## 2482 Transient 39.00 0
## 2483 Transient 86.00 0
## 2484 Transient 62.00 1
## 2485 Transient 92.00 1
## 2486 Transient 40.23 0
## 2487 Transient-Party 76.80 0
## 2488 Transient-Party 76.80 0
## 2489 Transient-Party 76.80 0
## 2490 Transient-Party 58.40 0
## 2491 Transient-Party 76.80 0
## 2492 Transient-Party 76.80 0
## 2493 Transient-Party 76.80 0
## 2494 Transient-Party 76.80 0
## 2495 Transient-Party 76.80 0
## 2496 Transient 56.00 0
## 2497 Transient-Party 76.80 0
## 2498 Transient-Party 76.80 0
## 2499 Transient-Party 76.80 0
## 2500 Transient-Party 76.80 0
## 2501 Transient-Party 76.80 0
## 2502 Transient-Party 76.80 0
## 2503 Transient-Party 76.80 0
## 2504 Transient-Party 76.80 0
## 2505 Transient-Party 76.80 0
## 2506 Transient 57.00 0
## 2507 Transient-Party 76.80 0
## 2508 Transient-Party 76.80 0
## 2509 Transient-Party 76.80 0
## 2510 Transient 58.40 0
## 2511 Transient-Party 76.80 0
## 2512 Contract 79.63 0
## 2513 Contract 37.56 0
## 2514 Transient 36.90 0
## 2515 Transient 70.00 0
## 2516 Transient 62.00 0
## 2517 Transient 67.56 0
## 2518 Transient 56.00 1
## 2519 Transient 56.00 0
## 2520 Transient 66.00 0
## 2521 Transient 75.00 0
## 2522 Transient 47.00 0
## 2523 Contract 67.15 0
## 2524 Transient 88.67 0
## 2525 Transient 95.00 0
## 2526 Contract 113.33 0
## 2527 Contract 36.00 0
## 2528 Contract 54.40 0
## 2529 Transient 36.00 0
## 2530 Transient 42.30 0
## 2531 Transient 0.00 0
## 2532 Transient 0.00 0
## 2533 Transient 37.00 0
## 2534 Transient-Party 8.00 0
## 2535 Transient-Party 0.00 0
## 2536 Transient 95.00 0
## 2537 Transient-Party 0.00 0
## 2538 Transient-Party 70.00 0
## 2539 Transient-Party 70.00 0
## 2540 Transient-Party 60.00 0
## 2541 Transient 34.65 0
## 2542 Transient 56.00 1
## 2543 Transient 41.98 1
## 2544 Transient 40.05 0
## 2545 Transient 61.00 1
## 2546 Transient 66.00 0
## 2547 Transient 34.65 0
## 2548 Transient 45.55 0
## 2549 Transient 55.00 0
## 2550 Transient 59.40 0
## 2551 Transient 86.00 0
## 2552 Transient 66.43 0
## 2553 Transient 47.00 0
## 2554 Transient 112.29 0
## 2555 Transient 55.00 0
## 2556 Transient 70.00 1
## 2557 Transient 59.40 0
## 2558 Transient-Party 40.50 0
## 2559 Transient 61.60 0
## 2560 Contract 42.50 0
## 2561 Transient-Party 82.00 1
## 2562 Transient 81.00 0
## 2563 Transient-Party 60.00 1
## 2564 Transient 43.93 0
## 2565 Transient 42.50 0
## 2566 Transient 36.00 0
## 2567 Transient 60.00 1
## 2568 Transient 36.00 0
## 2569 Transient 55.00 2
## 2570 Transient-Party 40.50 0
## 2571 Transient 50.40 0
## 2572 Transient 40.50 0
## 2573 Transient 55.00 0
## 2574 Transient 36.00 0
## 2575 Transient 55.00 0
## 2576 Transient 55.00 0
## 2577 Transient 81.50 0
## 2578 Transient 56.40 1
## 2579 Transient-Party 42.50 0
## 2580 Transient 55.43 0
## 2581 Contract 70.31 0
## 2582 Transient 104.67 0
## 2583 Transient-Party 76.00 0
## 2584 Transient-Party 76.00 0
## 2585 Transient-Party 76.00 0
## 2586 Transient 56.00 0
## 2587 Transient 66.00 0
## 2588 Transient-Party 82.00 1
## 2589 Transient-Party 56.00 0
## 2590 Transient 77.00 0
## 2591 Transient 50.40 0
## 2592 Transient 73.00 1
## 2593 Transient 72.00 1
## 2594 Transient-Party 56.00 0
## 2595 Transient-Party 56.00 0
## 2596 Transient 0.00 0
## 2597 Transient-Party 56.00 0
## 2598 Transient 64.00 1
## 2599 Transient 66.00 0
## 2600 Transient-Party 56.00 0
## 2601 Transient 70.00 1
## 2602 Transient 34.65 0
## 2603 Transient 58.00 0
## 2604 Transient 34.65 0
## 2605 Contract 44.50 0
## 2606 Contract 44.50 0
## 2607 Transient 38.92 1
## 2608 Transient 119.43 1
## 2609 Transient 47.00 0
## 2610 Transient 56.00 0
## 2611 Transient 56.00 0
## 2612 Transient 56.00 0
## 2613 Transient 47.00 0
## 2614 Transient 106.00 0
## 2615 Transient 99.50 0
## 2616 Transient 52.51 0
## 2617 Transient 49.80 0
## 2618 Transient 73.00 1
## 2619 Transient 96.00 0
## 2620 Transient-Party 47.00 0
## 2621 Transient-Party 56.00 0
## 2622 Transient 106.00 0
## 2623 Transient 66.30 1
## 2624 Transient 45.00 0
## 2625 Transient 39.00 1
## 2626 Transient 47.00 0
## 2627 Transient 47.00 0
## 2628 Transient 39.00 0
## 2629 Transient 39.00 0
## 2630 Transient 39.00 0
## 2631 Transient 47.00 0
## 2632 Transient 47.00 0
## 2633 Transient 47.00 0
## 2634 Transient 39.00 0
## 2635 Transient 39.00 0
## 2636 Transient 47.00 0
## 2637 Transient 47.00 0
## 2638 Transient 39.00 0
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## 2641 Transient 47.00 0
## 2642 Transient 39.00 0
## 2643 Transient 39.00 0
## 2644 Transient 66.00 0
## 2645 Transient 47.00 0
## 2646 Transient 47.00 0
## 2647 Transient 47.00 0
## 2648 Transient 39.00 0
## 2649 Transient 39.00 0
## 2650 Transient 39.00 0
## 2651 Transient 66.00 0
## 2652 Transient 47.00 0
## 2653 Transient 47.00 0
## 2654 Transient 47.00 0
## 2655 Transient 39.00 0
## 2656 Transient 39.00 0
## 2657 Transient 47.00 0
## 2658 Transient 47.00 0
## 2659 Transient 47.00 0
## 2660 Transient 39.00 0
## 2661 Transient 39.00 0
## 2662 Transient 39.00 0
## 2663 Transient 65.00 0
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## 2665 Transient 45.00 0
## 2666 Transient 66.00 0
## 2667 Transient 54.00 0
## 2668 Transient 45.00 0
## 2669 Transient 42.05 0
## 2670 Transient 47.00 0
## 2671 Transient 52.00 0
## 2672 Transient 65.00 0
## 2673 Transient 96.67 0
## 2674 Transient 76.00 0
## 2675 Transient 76.00 0
## 2676 Contract 42.50 0
## 2677 Transient 34.56 0
## 2678 Transient 63.82 0
## 2679 Transient 66.00 1
## 2680 Transient 47.00 0
## 2681 Transient 47.00 0
## 2682 Transient 39.00 0
## 2683 Transient 39.00 0
## 2684 Transient 39.00 0
## 2685 Transient 67.00 0
## 2686 Transient 106.00 0
## 2687 Contract 36.00 0
## 2688 Contract 44.80 0
## 2689 Contract 69.93 0
## 2690 Transient 47.00 0
## 2691 Transient 75.00 0
## 2692 Transient 0.00 0
## 2693 Transient 54.00 1
## 2694 Contract 48.60 0
## 2695 Contract 48.60 0
## 2696 Transient 66.00 0
## 2697 Transient 36.00 0
## 2698 Transient-Party 52.20 0
## 2699 Contract 36.00 0
## 2700 Contract 36.00 0
## 2701 Contract 36.00 0
## 2702 Contract 36.00 0
## 2703 Transient 36.00 0
## 2704 Transient 43.20 0
## 2705 Transient 45.00 0
## 2706 Transient 66.00 1
## 2707 Transient 48.00 1
## 2708 Transient 45.00 0
## 2709 Transient 36.00 0
## 2710 Transient 49.20 1
## 2711 Transient-Party 72.50 0
## 2712 Transient 48.00 0
## 2713 Transient 58.00 0
## 2714 Transient-Party 72.50 0
## 2715 Transient 39.00 0
## 2716 Transient 56.00 0
## 2717 Transient 77.00 1
## 2718 Transient 70.20 0
## 2719 Transient 49.01 0
## 2720 Transient 48.00 1
## 2721 Transient 48.00 0
## 2722 Transient 77.40 0
## 2723 Transient 48.00 0
## 2724 Transient 63.76 0
## 2725 Transient 69.76 1
## 2726 Transient 63.76 0
## 2727 Transient 65.19 0
## 2728 Transient 48.00 0
## 2729 Transient 39.00 0
## 2730 Transient 48.00 1
## 2731 Transient 39.00 1
## 2732 Transient 35.10 0
## 2733 Transient 41.10 1
## 2734 Transient 48.00 0
## 2735 Transient 48.00 0
## 2736 Transient 48.00 0
## 2737 Transient 42.00 1
## 2738 Transient 48.00 0
## 2739 Transient 36.00 0
## 2740 Transient 36.00 0
## 2741 Transient 56.02 0
## 2742 Transient-Party 36.00 0
## 2743 Transient 76.00 1
## 2744 Transient 48.00 0
## 2745 Transient 56.00 0
## 2746 Transient 48.00 0
## 2747 Transient 36.00 0
## 2748 Transient 36.00 0
## 2749 Transient 56.00 0
## 2750 Transient 42.00 1
## 2751 Transient 42.00 1
## 2752 Transient 76.00 0
## 2753 Transient 54.00 1
## 2754 Transient 0.00 0
## 2755 Transient 36.00 0
## 2756 Transient 72.00 1
## 2757 Transient 48.00 0
## 2758 Transient-Party 41.45 0
## 2759 Transient-Party 47.45 1
## 2760 Transient 36.00 0
## 2761 Transient 47.12 0
## 2762 Transient 54.00 0
## 2763 Transient 45.66 0
## 2764 Transient 36.00 0
## 2765 Transient 37.40 0
## 2766 Transient 49.74 0
## 2767 Transient 0.00 0
## 2768 Transient 50.40 0
## 2769 Transient 36.00 0
## 2770 Transient 36.00 0
## 2771 Transient 36.00 0
## 2772 Transient 36.00 0
## 2773 Transient 36.00 0
## 2774 Transient 36.00 0
## 2775 Transient 36.00 0
## 2776 Transient 56.00 0
## 2777 Transient 72.00 1
## 2778 Transient 44.50 0
## 2779 Transient 49.00 0
## 2780 Transient 36.00 1
## 2781 Transient 48.00 0
## 2782 Transient 49.00 0
## 2783 Transient 36.00 0
## 2784 Transient 36.00 0
## 2785 Transient 36.00 0
## 2786 Transient 36.00 0
## 2787 Transient 58.00 0
## 2788 Transient-Party 36.00 0
## 2789 Transient 42.00 1
## 2790 Transient 36.00 0
## 2791 Transient 36.00 0
## 2792 Transient 36.00 1
## 2793 Transient 36.00 0
## 2794 Transient 36.00 0
## 2795 Transient 36.00 0
## 2796 Transient 36.00 0
## 2797 Transient 44.50 0
## 2798 Transient 36.00 0
## 2799 Transient 37.00 1
## 2800 Transient 36.00 0
## 2801 Transient 38.81 1
## 2802 Transient 36.00 0
## 2803 Transient 39.20 0
## 2804 Transient 36.00 0
## 2805 Transient 36.00 0
## 2806 Transient 36.00 1
## 2807 Transient 36.00 0
## 2808 Transient 49.00 0
## 2809 Transient 36.00 1
## 2810 Transient 36.00 1
## 2811 Transient 36.00 1
## 2812 Transient 36.00 0
## 2813 Transient 36.00 0
## 2814 Transient 36.00 0
## 2815 Transient 36.00 0
## 2816 Transient 36.00 0
## 2817 Transient 36.00 0
## 2818 Transient 88.00 0
## 2819 Transient 46.00 0
## 2820 Transient 114.00 1
## 2821 Transient 58.00 0
## 2822 Transient 36.00 0
## 2823 Transient 36.00 0
## 2824 Transient 48.00 0
## 2825 Transient 36.00 0
## 2826 Transient 69.00 0
## 2827 Transient 71.00 0
## 2828 Transient 34.43 0
## 2829 Transient 34.43 0
## 2830 Transient 51.84 0
## 2831 Transient 46.65 1
## 2832 Transient 37.29 0
## 2833 Transient 47.60 0
## 2834 Transient 34.97 0
## 2835 Transient 46.76 0
## 2836 Transient 25.00 0
## 2837 Transient 49.00 0
## 2838 Transient 39.00 0
## 2839 Transient 55.00 0
## 2840 Transient 44.10 0
## 2841 Transient 25.00 0
## 2842 Contract 55.04 0
## 2843 Transient 36.00 0
## 2844 Transient 56.16 0
## 2845 Transient 61.87 0
## 2846 Transient 24.80 0
## 2847 Transient 46.00 0
## 2848 Transient 48.00 0
## 2849 Transient 50.50 0
## 2850 Transient 29.00 0
## 2851 Transient 29.00 0
## 2852 Transient 69.43 0
## 2853 Transient-Party 40.00 0
## 2854 Transient-Party 40.00 0
## 2855 Transient-Party 40.00 0
## 2856 Transient-Party 40.00 0
## 2857 Transient-Party 40.00 0
## 2858 Transient-Party 40.00 0
## 2859 Transient-Party 40.00 0
## 2860 Transient 0.00 0
## 2861 Transient 46.00 1
## 2862 Transient 58.00 0
## 2863 Transient 42.00 1
## 2864 Transient 46.00 1
## 2865 Transient 48.00 1
## 2866 Transient 40.00 1
## 2867 Transient 43.20 0
## 2868 Transient-Party 48.00 0
## 2869 Transient 43.20 0
## 2870 Transient 33.30 0
## 2871 Transient 41.40 0
## 2872 Transient-Party 26.10 0
## 2873 Transient 35.00 0
## 2874 Transient 47.60 0
## 2875 Transient-Party 22.50 0
## 2876 Transient 48.90 0
## 2877 Transient 43.20 1
## 2878 Transient-Party 40.00 0
## 2879 Transient-Party 48.00 0
## 2880 Transient 48.00 0
## 2881 Transient-Party 48.00 0
## 2882 Transient 40.00 0
## 2883 Transient 48.00 0
## 2884 Transient-Party 40.00 0
## 2885 Transient-Party 40.00 0
## 2886 Transient 35.00 0
## 2887 Transient 59.00 0
## 2888 Transient 36.00 0
## 2889 Transient 44.10 0
## 2890 Contract 24.79 0
## 2891 Transient-Party 48.00 0
## 2892 Transient-Party 40.00 0
## 2893 Transient-Party 42.55 0
## 2894 Transient 35.00 0
## 2895 Transient 40.00 0
## 2896 Transient 40.00 0
## 2897 Transient 105.50 0
## 2898 Transient 111.50 1
## 2899 Transient-Party 36.00 0
## 2900 Contract 54.99 0
## 2901 Transient-Party 43.20 0
## 2902 Transient 44.10 0
## 2903 Transient 36.00 0
## 2904 Transient 70.00 0
## 2905 Transient 93.00 0
## 2906 Transient 26.10 0
## 2907 Transient 54.40 0
## 2908 Transient 57.00 0
## 2909 Transient 77.30 1
## 2910 Contract 24.80 0
## 2911 Transient 62.50 0
## 2912 Transient 62.50 0
## 2913 Transient-Party 40.00 0
## 2914 Transient-Party 52.20 0
## 2915 Transient-Party 36.00 0
## 2916 Transient-Party 36.00 0
## 2917 Transient-Party 36.00 0
## 2918 Transient-Party 40.00 0
## 2919 Transient-Party 52.20 1
## 2920 Transient-Party 0.00 0
## 2921 Transient 52.40 1
## 2922 Transient 30.00 1
## 2923 Transient 32.62 0
## 2924 Transient 40.50 0
## 2925 Transient 49.00 0
## 2926 Transient 32.62 0
## 2927 Transient 40.50 0
## 2928 Transient 78.00 0
## 2929 Transient 104.00 1
## 2930 Transient 94.00 1
## 2931 Transient 62.16 1
## 2932 Transient 56.16 0
## 2933 Transient 60.30 0
## 2934 Transient 38.47 0
## 2935 Transient-Party 40.00 0
## 2936 Transient-Party 40.00 0
## 2937 Transient-Party 40.00 0
## 2938 Transient 66.00 0
## 2939 Transient-Party 36.00 0
## 2940 Transient 36.00 0
## 2941 Transient 32.40 0
## total_of_special_requests reservation_status reservation_status_date
## 1 0 Check-Out 2015-07-01
## 2 0 Check-Out 2015-07-01
## 3 0 Check-Out 2015-07-02
## 4 0 Check-Out 2015-07-02
## 5 1 Check-Out 2015-07-03
## 6 1 Check-Out 2015-07-03
## 7 0 Check-Out 2015-07-03
## 8 1 Check-Out 2015-07-03
## 9 1 Canceled 2015-05-06
## 10 0 Canceled 2015-04-22
## 11 0 Canceled 2015-06-23
## 12 0 Check-Out 2015-07-05
## 13 3 Check-Out 2015-07-05
## 14 1 Check-Out 2015-07-05
## 15 0 Check-Out 2015-07-05
## 16 3 Check-Out 2015-07-05
## 17 0 Check-Out 2015-07-05
## 18 0 Check-Out 2015-07-02
## 19 0 Check-Out 2015-07-02
## 20 1 Check-Out 2015-07-05
## 21 1 Check-Out 2015-07-06
## 22 1 Check-Out 2015-07-07
## 23 1 Check-Out 2015-07-07
## 24 1 Check-Out 2015-07-07
## 25 1 Check-Out 2015-07-01
## 26 0 Check-Out 2015-07-08
## 27 0 Check-Out 2015-07-08
## 28 2 Canceled 2015-05-11
## 29 0 Check-Out 2015-07-08
## 30 1 Check-Out 2015-07-08
## 31 2 Check-Out 2015-07-15
## 32 0 Check-Out 2015-07-16
## 33 2 Canceled 2015-05-29
## 34 0 Check-Out 2015-07-08
## 35 1 Canceled 2015-05-19
## 36 1 Canceled 2015-06-19
## 37 0 Check-Out 2015-07-06
## 38 1 Check-Out 2015-07-06
## 39 0 Canceled 2015-05-23
## 40 1 Check-Out 2015-07-07
## 41 0 Canceled 2015-05-18
## 42 0 Check-Out 2015-07-07
## 43 0 Check-Out 2015-07-07
## 44 1 Check-Out 2015-07-07
## 45 2 Check-Out 2015-07-09
## 46 0 Canceled 2015-06-02
## 47 1 Check-Out 2015-07-09
## 48 2 Check-Out 2015-07-09
## 49 0 Check-Out 2015-07-09
## 50 1 Check-Out 2015-07-09
## 51 2 Check-Out 2015-07-09
## 52 0 Check-Out 2015-07-13
## 53 0 Check-Out 2015-07-16
## 54 0 Check-Out 2015-07-03
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## 736 0 Check-Out 2015-07-31
## 737 1 Check-Out 2015-07-31
## 738 2 Check-Out 2015-07-31
## 739 2 Check-Out 2015-07-31
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## 741 1 Canceled 2015-06-29
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## 745 0 Canceled 2015-06-17
## 746 0 Check-Out 2015-07-31
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## 767 1 Check-Out 2015-08-01
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## 840 0 Check-Out 2015-08-05
## 841 1 Check-Out 2015-08-06
## 842 0 Check-Out 2015-08-10
## 843 0 Check-Out 2015-08-03
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## 878 0 Check-Out 2015-08-09
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## 906 0 Check-Out 2015-08-11
## 907 1 Check-Out 2015-08-14
## 908 2 Check-Out 2015-08-05
## 909 0 Check-Out 2015-08-05
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## 926 1 Check-Out 2015-08-09
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## 933 0 Check-Out 2015-08-14
## 934 3 Check-Out 2015-08-16
## 935 2 Check-Out 2015-08-07
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## 940 1 Check-Out 2015-08-09
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## 960 1 Check-Out 2015-08-10
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## 966 1 Check-Out 2015-08-12
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## 986 0 Check-Out 2015-08-10
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## 1071 1 Check-Out 2015-08-22
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## 1088 2 Check-Out 2015-08-18
## 1089 1 Check-Out 2015-08-18
## 1090 2 Check-Out 2015-08-18
## 1091 2 Check-Out 2015-08-18
## 1092 2 Canceled 2015-07-29
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## 1095 0 Check-Out 2015-08-15
## 1096 0 Check-Out 2015-08-15
## 1097 2 Check-Out 2015-08-15
## 1098 0 Check-Out 2015-08-15
## 1099 2 Check-Out 2015-08-15
## 1100 2 Check-Out 2015-08-16
## 1101 1 Check-Out 2015-08-16
## 1102 0 Canceled 2015-08-04
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## 1113 0 Check-Out 2015-08-21
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## 1116 0 Check-Out 2015-08-21
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## 1118 1 Check-Out 2015-08-17
## 1119 1 Check-Out 2015-08-19
## 1120 0 Check-Out 2015-08-19
## 1121 0 Check-Out 2015-08-19
## 1122 1 Check-Out 2015-08-19
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## 1127 1 Canceled 2015-08-05
## 1128 1 Check-Out 2015-08-20
## 1129 1 Canceled 2015-08-05
## 1130 1 Check-Out 2015-08-21
## 1131 0 Canceled 2015-06-04
## 1132 0 Check-Out 2015-08-21
## 1133 1 Check-Out 2015-08-21
## 1134 1 Check-Out 2015-08-22
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## 1141 1 Canceled 2015-08-04
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## 1152 0 Check-Out 2015-08-17
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## 1154 0 Check-Out 2015-08-17
## 1155 0 Check-Out 2015-08-17
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## 1157 0 Check-Out 2015-08-17
## 1158 0 Check-Out 2015-08-17
## 1159 0 Check-Out 2015-08-17
## 1160 1 Check-Out 2015-08-17
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## 1184 2 Check-Out 2015-08-24
## 1185 0 Check-Out 2015-08-24
## 1186 1 Canceled 2015-06-19
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## 1190 0 Check-Out 2015-08-24
## 1191 0 Canceled 2015-07-27
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## 1194 1 Canceled 2015-05-12
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## 1206 0 Check-Out 2015-08-24
## 1207 3 Check-Out 2015-08-24
## 1208 1 Check-Out 2015-08-24
## 1209 1 Check-Out 2015-08-24
## 1210 1 Canceled 2015-05-21
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## 1212 1 Check-Out 2015-08-25
## 1213 2 Check-Out 2015-08-25
## 1214 1 Check-Out 2015-08-28
## 1215 1 Check-Out 2015-08-28
## 1216 1 Check-Out 2015-08-19
## 1217 2 Check-Out 2015-08-20
## 1218 0 Check-Out 2015-08-23
## 1219 0 Canceled 2015-07-22
## 1220 2 Check-Out 2015-08-23
## 1221 0 Check-Out 2015-08-24
## 1222 2 Check-Out 2015-08-24
## 1223 0 Canceled 2015-08-03
## 1224 1 Canceled 2015-08-04
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## 1229 1 Check-Out 2015-08-28
## 1230 0 Canceled 2015-06-18
## 1231 2 Check-Out 2015-08-20
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## 1233 2 Check-Out 2015-08-20
## 1234 0 Check-Out 2015-08-21
## 1235 1 Check-Out 2015-08-23
## 1236 0 Check-Out 2015-08-26
## 1237 0 Canceled 2015-06-30
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## 1241 1 Check-Out 2015-08-25
## 1242 1 Check-Out 2015-08-23
## 1243 1 Check-Out 2015-08-23
## 1244 2 Check-Out 2015-08-23
## 1245 2 Check-Out 2015-08-23
## 1246 2 Canceled 2015-08-06
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## 1249 1 Check-Out 2015-08-25
## 1250 2 Check-Out 2015-08-26
## 1251 0 Check-Out 2015-08-26
## 1252 2 Check-Out 2015-08-26
## 1253 0 Check-Out 2015-08-26
## 1254 1 Check-Out 2015-08-27
## 1255 0 Check-Out 2015-08-27
## 1256 3 Canceled 2015-08-10
## 1257 2 Check-Out 2015-08-27
## 1258 1 Check-Out 2015-08-27
## 1259 0 Check-Out 2015-08-28
## 1260 0 Canceled 2015-07-27
## 1261 1 Check-Out 2015-08-28
## 1262 0 Check-Out 2015-08-28
## 1263 1 Check-Out 2015-08-28
## 1264 0 Canceled 2015-07-20
## 1265 3 Check-Out 2015-08-30
## 1266 1 Check-Out 2015-08-31
## 1267 0 Check-Out 2015-08-23
## 1268 0 Canceled 2015-08-19
## 1269 0 Canceled 2015-05-29
## 1270 0 Check-Out 2015-08-28
## 1271 2 Canceled 2015-03-24
## 1272 2 Check-Out 2015-08-29
## 1273 1 Check-Out 2015-08-29
## 1274 0 Canceled 2015-06-12
## 1275 1 Check-Out 2015-08-29
## 1276 0 Check-Out 2015-08-29
## 1277 0 Check-Out 2015-08-29
## 1278 0 Canceled 2015-07-09
## 1279 3 Check-Out 2015-08-29
## 1280 0 Check-Out 2015-08-29
## 1281 1 Check-Out 2015-08-29
## 1282 0 Canceled 2015-08-10
## 1283 2 Check-Out 2015-08-29
## 1284 2 Canceled 2015-06-02
## 1285 1 Check-Out 2015-08-29
## 1286 1 Check-Out 2015-08-30
## 1287 2 Canceled 2015-06-27
## 1288 0 Canceled 2015-06-12
## 1289 1 Check-Out 2015-08-26
## 1290 2 Canceled 2015-07-23
## 1291 1 Check-Out 2015-08-27
## 1292 2 Check-Out 2015-08-27
## 1293 1 Canceled 2015-08-13
## 1294 1 Check-Out 2015-08-28
## 1295 0 Check-Out 2015-08-28
## 1296 1 Check-Out 2015-08-26
## 1297 0 Check-Out 2015-08-27
## 1298 2 Canceled 2015-08-01
## 1299 0 Canceled 2015-08-23
## 1300 0 Canceled 2015-08-11
## 1301 0 Canceled 2015-07-02
## 1302 0 Check-Out 2015-08-28
## 1303 0 Canceled 2015-07-31
## 1304 0 Check-Out 2015-08-28
## 1305 1 Check-Out 2015-08-28
## 1306 0 Canceled 2015-07-23
## 1307 1 Canceled 2015-07-14
## 1308 0 Check-Out 2015-08-30
## 1309 2 Check-Out 2015-08-30
## 1310 2 Canceled 2015-07-27
## 1311 0 Check-Out 2015-08-30
## 1312 4 Canceled 2015-08-13
## 1313 1 Canceled 2015-07-21
## 1314 1 Canceled 2015-07-27
## 1315 1 Canceled 2015-07-21
## 1316 0 Canceled 2015-08-13
## 1317 2 Canceled 2015-08-18
## 1318 1 Check-Out 2015-09-06
## 1319 0 Check-Out 2015-08-25
## 1320 0 Check-Out 2015-08-25
## 1321 1 Check-Out 2015-08-25
## 1322 0 Check-Out 2015-08-25
## 1323 1 Canceled 2015-07-21
## 1324 1 Check-Out 2015-08-26
## 1325 1 Canceled 2015-08-11
## 1326 2 Check-Out 2015-08-26
## 1327 2 Canceled 2015-08-13
## 1328 2 Canceled 2015-08-22
## 1329 2 Canceled 2015-08-03
## 1330 1 Check-Out 2015-08-28
## 1331 1 Canceled 2015-06-03
## 1332 0 Check-Out 2015-08-29
## 1333 3 Check-Out 2015-08-29
## 1334 1 Canceled 2015-07-29
## 1335 2 Check-Out 2015-08-29
## 1336 1 Canceled 2015-06-30
## 1337 1 Canceled 2015-06-01
## 1338 1 Canceled 2015-06-01
## 1339 0 Check-Out 2015-09-03
## 1340 1 Canceled 2015-06-16
## 1341 1 Canceled 2015-07-29
## 1342 2 Check-Out 2015-08-28
## 1343 0 Canceled 2015-08-04
## 1344 2 Canceled 2015-07-17
## 1345 2 Canceled 2015-08-10
## 1346 0 Canceled 2015-08-10
## 1347 0 Canceled 2015-06-12
## 1348 0 Canceled 2015-05-01
## 1349 0 Canceled 2015-07-15
## 1350 0 Canceled 2015-07-20
## 1351 0 Canceled 2015-06-08
## 1352 0 Check-Out 2015-09-04
## 1353 1 Canceled 2015-06-15
## 1354 1 Canceled 2015-06-15
## 1355 0 Check-Out 2015-08-26
## 1356 0 Check-Out 2015-08-27
## 1357 1 Check-Out 2015-08-27
## 1358 0 Canceled 2015-08-25
## 1359 0 Check-Out 2015-08-27
## 1360 3 Check-Out 2015-08-30
## 1361 3 Canceled 2015-08-10
## 1362 3 Canceled 2015-08-10
## 1363 2 Canceled 2015-07-15
## 1364 0 Canceled 2015-07-10
## 1365 0 Canceled 2015-05-18
## 1366 0 Check-Out 2015-09-06
## 1367 1 Canceled 2015-08-11
## 1368 2 Check-Out 2015-08-28
## 1369 2 Check-Out 2015-08-29
## 1370 1 Check-Out 2015-08-30
## 1371 3 Canceled 2015-07-06
## 1372 1 Canceled 2015-07-02
## 1373 0 Canceled 2015-07-17
## 1374 1 Canceled 2015-08-17
## 1375 0 Check-Out 2015-08-31
## 1376 1 Canceled 2015-07-02
## 1377 2 Canceled 2015-08-03
## 1378 1 Canceled 2015-07-03
## 1379 0 Check-Out 2015-09-02
## 1380 1 Check-Out 2015-09-02
## 1381 2 Canceled 2015-05-13
## 1382 0 Check-Out 2015-09-03
## 1383 1 Canceled 2015-05-13
## 1384 2 Canceled 2015-08-14
## 1385 0 Check-Out 2015-09-03
## 1386 2 Check-Out 2015-09-03
## 1387 1 Canceled 2015-08-14
## 1388 3 Check-Out 2015-08-29
## 1389 0 Canceled 2015-08-13
## 1390 0 Canceled 2015-08-13
## 1391 0 Canceled 2015-08-13
## 1392 0 Check-Out 2015-08-30
## 1393 1 Canceled 2015-07-27
## 1394 1 Check-Out 2015-08-30
## 1395 3 Check-Out 2015-08-30
## 1396 0 Canceled 2015-07-01
## 1397 2 Check-Out 2015-08-30
## 1398 1 Check-Out 2015-08-30
## 1399 2 Check-Out 2015-08-30
## 1400 1 Check-Out 2015-08-31
## 1401 2 Canceled 2015-07-24
## 1402 0 Check-Out 2015-08-31
## 1403 0 Canceled 2015-08-24
## 1404 1 Check-Out 2015-08-31
## 1405 1 Check-Out 2015-08-31
## 1406 1 Check-Out 2015-08-31
## 1407 2 Check-Out 2015-08-31
## 1408 2 Check-Out 2015-08-31
## 1409 1 Check-Out 2015-08-29
## 1410 3 Check-Out 2015-08-30
## 1411 2 Canceled 2015-07-06
## 1412 2 Check-Out 2015-09-01
## 1413 1 Check-Out 2015-09-01
## 1414 2 Check-Out 2015-09-02
## 1415 1 Canceled 2015-08-28
## 1416 1 Canceled 2015-08-10
## 1417 1 Canceled 2015-08-13
## 1418 0 Check-Out 2015-09-03
## 1419 2 Canceled 2015-07-31
## 1420 1 Check-Out 2015-09-03
## 1421 0 Check-Out 2015-09-04
## 1422 0 Check-Out 2015-09-04
## 1423 0 Check-Out 2015-09-04
## 1424 1 Check-Out 2015-09-02
## 1425 0 Canceled 2015-08-01
## 1426 0 Check-Out 2015-09-04
## 1427 0 Canceled 2015-07-03
## 1428 0 Check-Out 2015-09-02
## 1429 2 Canceled 2015-07-06
## 1430 1 Check-Out 2015-08-31
## 1431 2 Check-Out 2015-08-31
## 1432 1 Check-Out 2015-09-01
## 1433 1 Check-Out 2015-09-01
## 1434 0 Check-Out 2015-08-30
## 1435 1 Check-Out 2015-09-02
## 1436 0 Check-Out 2015-09-02
## 1437 2 Canceled 2015-08-06
## 1438 0 Canceled 2015-08-06
## 1439 2 Check-Out 2015-09-03
## 1440 2 Check-Out 2015-09-03
## 1441 0 Check-Out 2015-09-04
## 1442 0 Canceled 2015-08-03
## 1443 0 Canceled 2015-07-31
## 1444 0 Canceled 2015-05-27
## 1445 2 Check-Out 2015-09-05
## 1446 0 Check-Out 2015-08-31
## 1447 4 Check-Out 2015-09-01
## 1448 3 Check-Out 2015-09-01
## 1449 1 Canceled 2015-08-24
## 1450 0 Check-Out 2015-09-02
## 1451 0 Check-Out 2015-09-02
## 1452 0 Check-Out 2015-09-03
## 1453 1 Check-Out 2015-09-03
## 1454 2 Check-Out 2015-09-04
## 1455 1 Check-Out 2015-09-05
## 1456 1 Check-Out 2015-09-05
## 1457 0 Canceled 2015-06-20
## 1458 2 Canceled 2015-06-16
## 1459 0 Canceled 2015-07-20
## 1460 1 Canceled 2015-08-06
## 1461 0 Check-Out 2015-09-06
## 1462 1 Check-Out 2015-09-06
## 1463 0 Canceled 2015-05-18
## 1464 0 Canceled 2015-08-14
## 1465 1 Check-Out 2015-09-01
## 1466 1 Check-Out 2015-09-02
## 1467 1 Check-Out 2015-09-02
## 1468 0 Check-Out 2015-09-02
## 1469 1 Check-Out 2015-09-03
## 1470 2 Check-Out 2015-09-03
## 1471 3 Canceled 2015-04-20
## 1472 1 Check-Out 2015-09-03
## 1473 1 No-Show 2015-08-31
## 1474 2 Canceled 2015-07-25
## 1475 1 Check-Out 2015-09-03
## 1476 2 Check-Out 2015-09-03
## 1477 0 Check-Out 2015-09-04
## 1478 0 Check-Out 2015-09-04
## 1479 2 Check-Out 2015-09-04
## 1480 0 Canceled 2015-06-17
## 1481 0 Canceled 2015-04-29
## 1482 1 Canceled 2015-07-03
## 1483 2 Check-Out 2015-09-07
## 1484 0 Check-Out 2015-09-10
## 1485 3 Check-Out 2015-09-11
## 1486 0 Canceled 2015-08-06
## 1487 1 Canceled 2015-07-22
## 1488 0 Check-Out 2015-09-04
## 1489 1 Check-Out 2015-09-04
## 1490 2 Check-Out 2015-09-04
## 1491 1 Canceled 2015-07-06
## 1492 0 Canceled 2015-07-31
## 1493 1 Canceled 2015-06-08
## 1494 0 Check-Out 2015-09-05
## 1495 2 Check-Out 2015-09-05
## 1496 2 Check-Out 2015-09-05
## 1497 0 Check-Out 2015-09-05
## 1498 0 Check-Out 2015-09-06
## 1499 0 Canceled 2015-08-21
## 1500 0 Check-Out 2015-09-03
## 1501 2 Canceled 2015-07-01
## 1502 0 Check-Out 2015-09-06
## 1503 2 Canceled 2015-07-01
## 1504 0 Check-Out 2015-09-07
## 1505 0 Check-Out 2015-09-08
## 1506 1 Canceled 2015-08-17
## 1507 1 Check-Out 2015-09-08
## 1508 2 Canceled 2015-08-10
## 1509 0 Canceled 2015-06-06
## 1510 0 Check-Out 2015-09-08
## 1511 0 Canceled 2015-07-25
## 1512 1 Check-Out 2015-09-09
## 1513 1 Check-Out 2015-09-09
## 1514 2 Canceled 2015-08-18
## 1515 0 Check-Out 2015-09-11
## 1516 2 Check-Out 2015-09-13
## 1517 0 Check-Out 2015-09-15
## 1518 0 Check-Out 2015-09-03
## 1519 3 Canceled 2015-04-20
## 1520 0 Canceled 2015-09-01
## 1521 3 Canceled 2015-04-20
## 1522 0 Check-Out 2015-09-06
## 1523 0 Check-Out 2015-09-07
## 1524 0 Check-Out 2015-09-07
## 1525 0 Check-Out 2015-09-09
## 1526 0 Canceled 2015-09-01
## 1527 0 Canceled 2015-06-26
## 1528 0 Canceled 2015-04-10
## 1529 0 Check-Out 2015-09-05
## 1530 0 Check-Out 2015-09-06
## 1531 0 Check-Out 2015-09-06
## 1532 0 Check-Out 2015-09-06
## 1533 0 Check-Out 2015-09-04
## 1534 0 Check-Out 2015-09-06
## 1535 2 Check-Out 2015-09-06
## 1536 0 Check-Out 2015-09-06
## 1537 0 Check-Out 2015-09-06
## 1538 0 Check-Out 2015-09-06
## 1539 0 Check-Out 2015-09-06
## 1540 0 Canceled 2015-01-02
## 1541 1 Check-Out 2015-09-07
## 1542 2 Check-Out 2015-09-07
## 1543 0 Check-Out 2015-09-07
## 1544 2 Check-Out 2015-09-07
## 1545 2 Check-Out 2015-09-07
## 1546 0 Canceled 2014-11-18
## 1547 2 Check-Out 2015-09-12
## 1548 0 Check-Out 2015-09-12
## 1549 3 Check-Out 2015-09-12
## 1550 1 Check-Out 2015-09-13
## 1551 0 Check-Out 2015-09-13
## 1552 1 Check-Out 2015-09-10
## 1553 1 Check-Out 2015-09-10
## 1554 0 No-Show 2015-09-03
## 1555 1 Check-Out 2015-09-17
## 1556 0 Check-Out 2015-09-05
## 1557 0 Canceled 2015-09-04
## 1558 2 Check-Out 2015-09-05
## 1559 0 Check-Out 2015-09-05
## 1560 0 Check-Out 2015-09-06
## 1561 0 Check-Out 2015-09-06
## 1562 0 Canceled 2015-06-04
## 1563 1 Check-Out 2015-09-06
## 1564 0 Canceled 2015-06-29
## 1565 1 Check-Out 2015-09-06
## 1566 0 Canceled 2015-08-06
## 1567 0 Check-Out 2015-09-07
## 1568 0 Canceled 2015-08-14
## 1569 0 Check-Out 2015-09-07
## 1570 2 Check-Out 2015-09-07
## 1571 0 Canceled 2015-08-07
## 1572 0 Check-Out 2015-09-08
## 1573 2 Check-Out 2015-09-08
## 1574 1 Check-Out 2015-09-09
## 1575 1 Check-Out 2015-09-09
## 1576 1 Canceled 2015-08-06
## 1577 0 Check-Out 2015-09-13
## 1578 0 Check-Out 2015-09-14
## 1579 0 Check-Out 2015-09-14
## 1580 2 Check-Out 2015-09-10
## 1581 0 Check-Out 2015-09-11
## 1582 0 Canceled 2015-08-28
## 1583 0 Canceled 2015-08-21
## 1584 2 Check-Out 2015-09-11
## 1585 1 Check-Out 2015-09-11
## 1586 2 Check-Out 2015-09-11
## 1587 0 Canceled 2015-06-29
## 1588 0 Canceled 2015-01-02
## 1589 0 Check-Out 2015-09-12
## 1590 1 Check-Out 2015-09-07
## 1591 0 Check-Out 2015-09-09
## 1592 0 Canceled 2015-01-02
## 1593 2 Check-Out 2015-09-12
## 1594 0 Canceled 2015-06-26
## 1595 0 Check-Out 2015-09-12
## 1596 0 Check-Out 2015-09-12
## 1597 0 No-Show 2015-09-05
## 1598 2 Canceled 2015-07-14
## 1599 0 Check-Out 2015-09-12
## 1600 1 Check-Out 2015-09-12
## 1601 0 Canceled 2015-07-13
## 1602 0 Canceled 2015-09-04
## 1603 0 Canceled 2015-09-04
## 1604 2 Canceled 2015-04-07
## 1605 1 Canceled 2015-05-01
## 1606 1 Canceled 2015-05-01
## 1607 2 Check-Out 2015-09-15
## 1608 1 Check-Out 2015-09-19
## 1609 0 Check-Out 2015-09-19
## 1610 0 Check-Out 2015-09-06
## 1611 1 Check-Out 2015-09-08
## 1612 3 Canceled 2015-05-13
## 1613 1 Check-Out 2015-09-09
## 1614 1 Check-Out 2015-09-10
## 1615 0 Canceled 2015-08-06
## 1616 1 Canceled 2015-08-25
## 1617 1 Canceled 2015-08-31
## 1618 1 Canceled 2015-06-29
## 1619 2 Canceled 2015-08-11
## 1620 0 Canceled 2015-08-18
## 1621 0 Check-Out 2015-09-11
## 1622 0 Canceled 2015-07-31
## 1623 0 Check-Out 2015-09-12
## 1624 0 Canceled 2015-08-24
## 1625 3 Canceled 2015-08-25
## 1626 0 Check-Out 2015-09-12
## 1627 3 Check-Out 2015-09-12
## 1628 0 Check-Out 2015-09-12
## 1629 2 Check-Out 2015-09-13
## 1630 0 Check-Out 2015-09-13
## 1631 1 Check-Out 2015-09-13
## 1632 1 Canceled 2015-05-23
## 1633 0 Check-Out 2015-09-13
## 1634 3 Check-Out 2015-09-13
## 1635 0 Check-Out 2015-09-13
## 1636 0 Check-Out 2015-09-13
## 1637 0 Check-Out 2015-09-13
## 1638 1 Canceled 2015-08-01
## 1639 1 Check-Out 2015-09-16
## 1640 0 Canceled 2015-06-05
## 1641 0 Check-Out 2015-09-16
## 1642 0 Check-Out 2015-09-17
## 1643 1 Check-Out 2015-09-20
## 1644 0 Canceled 2015-01-18
## 1645 0 Check-Out 2015-09-11
## 1646 2 Check-Out 2015-09-11
## 1647 0 Check-Out 2015-09-12
## 1648 1 Canceled 2015-07-21
## 1649 0 Check-Out 2015-09-12
## 1650 2 Check-Out 2015-09-12
## 1651 0 Check-Out 2015-09-13
## 1652 0 Canceled 2015-09-05
## 1653 0 Canceled 2015-06-05
## 1654 2 Canceled 2015-08-04
## 1655 2 Canceled 2015-08-27
## 1656 1 Check-Out 2015-10-23
## 1657 0 No-Show 2015-09-07
## 1658 1 Check-Out 2015-09-07
## 1659 0 Check-Out 2015-09-10
## 1660 0 Canceled 2015-01-22
## 1661 0 Canceled 2015-01-22
## 1662 0 Canceled 2015-01-22
## 1663 0 Canceled 2015-07-27
## 1664 1 Canceled 2015-08-28
## 1665 2 Canceled 2015-08-10
## 1666 1 Check-Out 2015-09-12
## 1667 0 Check-Out 2015-09-15
## 1668 0 Check-Out 2015-09-15
## 1669 0 Check-Out 2015-09-15
## 1670 0 Check-Out 2015-09-16
## 1671 0 Canceled 2015-01-01
## 1672 0 Check-Out 2015-09-15
## 1673 0 Check-Out 2015-09-22
## 1674 2 Canceled 2015-09-09
## 1675 0 Check-Out 2015-09-10
## 1676 0 Check-Out 2015-09-10
## 1677 0 Check-Out 2015-09-10
## 1678 2 Canceled 2015-09-09
## 1679 0 Canceled 2015-08-22
## 1680 2 Check-Out 2015-09-11
## 1681 0 Check-Out 2015-09-12
## 1682 0 Check-Out 2015-09-10
## 1683 2 Check-Out 2015-09-12
## 1684 0 Canceled 2015-09-09
## 1685 2 Check-Out 2015-09-15
## 1686 2 Check-Out 2015-09-15
## 1687 1 Check-Out 2015-09-16
## 1688 0 Check-Out 2015-09-16
## 1689 2 Canceled 2015-04-29
## 1690 1 Canceled 2015-07-23
## 1691 1 Canceled 2015-04-29
## 1692 2 Check-Out 2015-09-14
## 1693 0 Check-Out 2015-09-14
## 1694 1 Check-Out 2015-09-13
## 1695 1 Canceled 2015-05-22
## 1696 0 Check-Out 2015-09-14
## 1697 1 Canceled 2015-08-14
## 1698 2 Check-Out 2015-09-14
## 1699 1 Canceled 2015-05-22
## 1700 0 Canceled 2015-05-21
## 1701 1 Check-Out 2015-09-15
## 1702 1 Check-Out 2015-09-15
## 1703 0 Check-Out 2015-09-17
## 1704 0 Canceled 2015-06-11
## 1705 2 Check-Out 2015-09-11
## 1706 0 Check-Out 2015-09-11
## 1707 1 Check-Out 2015-09-12
## 1708 2 Canceled 2015-05-11
## 1709 2 Check-Out 2015-09-12
## 1710 2 Canceled 2015-08-12
## 1711 1 Check-Out 2015-09-17
## 1712 0 Canceled 2015-08-25
## 1713 0 Check-Out 2015-09-17
## 1714 0 Check-Out 2015-09-17
## 1715 0 Check-Out 2015-09-17
## 1716 1 Check-Out 2015-09-17
## 1717 0 Check-Out 2015-09-19
## 1718 1 Canceled 2015-07-15
## 1719 1 Canceled 2015-05-22
## 1720 1 Check-Out 2015-09-20
## 1721 1 Check-Out 2015-09-20
## 1722 2 Check-Out 2015-09-24
## 1723 1 Check-Out 2015-09-12
## 1724 0 Check-Out 2015-09-12
## 1725 0 Check-Out 2015-09-12
## 1726 0 Check-Out 2015-09-12
## 1727 3 Check-Out 2015-09-12
## 1728 0 Check-Out 2015-09-12
## 1729 0 Check-Out 2015-09-13
## 1730 0 Check-Out 2015-09-13
## 1731 0 Check-Out 2015-09-13
## 1732 0 Check-Out 2015-09-13
## 1733 1 Check-Out 2015-09-14
## 1734 0 Check-Out 2015-09-14
## 1735 1 Check-Out 2015-09-14
## 1736 2 Check-Out 2015-09-16
## 1737 0 Check-Out 2015-09-18
## 1738 0 Canceled 2015-07-21
## 1739 0 Check-Out 2015-09-18
## 1740 0 Canceled 2015-06-25
## 1741 0 Check-Out 2015-09-21
## 1742 1 Canceled 2015-06-23
## 1743 1 Canceled 2015-06-23
## 1744 2 Check-Out 2015-09-16
## 1745 0 Canceled 2015-08-06
## 1746 1 Canceled 2015-05-09
## 1747 1 Check-Out 2015-09-18
## 1748 2 Canceled 2015-09-08
## 1749 2 Canceled 2015-08-26
## 1750 0 Check-Out 2015-09-19
## 1751 0 Check-Out 2015-09-19
## 1752 1 Check-Out 2015-09-19
## 1753 0 Canceled 2015-01-02
## 1754 0 Check-Out 2015-09-19
## 1755 0 Check-Out 2015-09-30
## 1756 0 Check-Out 2015-09-19
## 1757 0 Check-Out 2015-09-14
## 1758 0 Canceled 2015-05-20
## 1759 1 Canceled 2015-05-09
## 1760 1 Check-Out 2015-09-17
## 1761 0 Canceled 2015-09-09
## 1762 1 Canceled 2015-08-10
## 1763 1 Check-Out 2015-09-17
## 1764 1 Canceled 2015-08-10
## 1765 2 Check-Out 2015-09-18
## 1766 0 Check-Out 2015-09-18
## 1767 0 Canceled 2015-09-04
## 1768 2 Canceled 2015-07-31
## 1769 1 Canceled 2015-05-16
## 1770 1 Check-Out 2015-09-20
## 1771 0 Check-Out 2015-09-20
## 1772 1 Check-Out 2015-09-21
## 1773 2 Check-Out 2015-09-24
## 1774 1 Check-Out 2015-09-25
## 1775 0 Check-Out 2015-09-25
## 1776 0 Canceled 2015-06-19
## 1777 0 Check-Out 2015-09-27
## 1778 0 Check-Out 2015-09-16
## 1779 2 Check-Out 2015-09-17
## 1780 2 Canceled 2015-09-03
## 1781 1 Check-Out 2015-09-19
## 1782 2 Check-Out 2015-09-19
## 1783 2 Check-Out 2015-09-19
## 1784 0 Canceled 2015-08-20
## 1785 2 Check-Out 2015-09-19
## 1786 1 Check-Out 2015-09-20
## 1787 1 Check-Out 2015-09-20
## 1788 0 Canceled 2015-07-21
## 1789 1 Check-Out 2015-09-22
## 1790 0 Check-Out 2015-09-28
## 1791 0 Check-Out 2015-10-12
## 1792 0 Check-Out 2015-09-17
## 1793 0 Check-Out 2015-09-16
## 1794 0 Canceled 2015-09-02
## 1795 0 Canceled 2015-08-17
## 1796 0 Check-Out 2015-09-20
## 1797 1 Canceled 2015-07-14
## 1798 0 Check-Out 2015-09-21
## 1799 0 Canceled 2015-08-28
## 1800 0 Canceled 2015-06-13
## 1801 1 Canceled 2015-07-14
## 1802 1 Check-Out 2015-09-24
## 1803 0 Check-Out 2015-09-29
## 1804 0 Canceled 2015-05-27
## 1805 0 Check-Out 2015-09-29
## 1806 1 Check-Out 2015-09-17
## 1807 1 Check-Out 2015-09-17
## 1808 2 Check-Out 2015-09-17
## 1809 0 Check-Out 2015-09-17
## 1810 0 Check-Out 2015-09-17
## 1811 1 Check-Out 2015-09-17
## 1812 0 Check-Out 2015-09-17
## 1813 1 Check-Out 2015-09-17
## 1814 0 Check-Out 2015-09-18
## 1815 2 Check-Out 2015-09-18
## 1816 1 Check-Out 2015-09-19
## 1817 1 Canceled 2015-07-15
## 1818 2 Check-Out 2015-09-19
## 1819 1 Check-Out 2015-09-19
## 1820 0 Check-Out 2015-09-19
## 1821 0 Check-Out 2015-09-19
## 1822 1 Canceled 2015-08-17
## 1823 0 Canceled 2015-05-19
## 1824 0 Check-Out 2015-09-21
## 1825 0 Check-Out 2015-09-20
## 1826 2 Check-Out 2015-09-21
## 1827 0 Check-Out 2015-09-23
## 1828 1 Check-Out 2015-09-23
## 1829 1 Canceled 2015-07-20
## 1830 1 Check-Out 2015-09-23
## 1831 0 Canceled 2015-07-31
## 1832 1 Canceled 2015-09-10
## 1833 1 Canceled 2015-06-13
## 1834 0 Check-Out 2015-09-18
## 1835 2 Check-Out 2015-09-19
## 1836 2 Check-Out 2015-09-17
## 1837 2 Check-Out 2015-09-18
## 1838 0 Check-Out 2015-09-18
## 1839 0 Canceled 2015-09-15
## 1840 0 Check-Out 2015-09-21
## 1841 0 Check-Out 2015-09-21
## 1842 0 Check-Out 2015-09-21
## 1843 0 Check-Out 2015-09-21
## 1844 0 Check-Out 2015-09-21
## 1845 2 Check-Out 2015-09-22
## 1846 2 Canceled 2015-08-10
## 1847 0 Canceled 2015-07-31
## 1848 0 Check-Out 2015-09-21
## 1849 0 Check-Out 2015-09-21
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## 1851 0 Check-Out 2015-09-24
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## 1853 0 Check-Out 2015-09-24
## 1854 2 Check-Out 2015-09-24
## 1855 0 Check-Out 2015-09-24
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## 1857 1 Check-Out 2015-10-01
## 1858 1 Check-Out 2015-09-20
## 1859 1 Check-Out 2015-09-20
## 1860 1 Check-Out 2015-09-21
## 1861 0 Canceled 2015-08-18
## 1862 0 Check-Out 2015-09-21
## 1863 0 Check-Out 2015-09-21
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## 1871 0 Check-Out 2015-09-28
## 1872 0 Check-Out 2015-09-21
## 1873 2 Check-Out 2015-09-23
## 1874 2 Check-Out 2015-09-23
## 1875 1 Canceled 2015-08-17
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## 1881 0 Check-Out 2015-09-26
## 1882 0 Check-Out 2015-09-26
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## 1889 2 Check-Out 2015-09-29
## 1890 2 Check-Out 2015-09-29
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## 1898 0 Check-Out 2015-09-27
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## 1901 0 Canceled 2015-09-18
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## 1903 0 Check-Out 2015-10-01
## 1904 1 Check-Out 2015-10-01
## 1905 0 Canceled 2015-08-18
## 1906 0 Canceled 2015-09-09
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## 1910 0 Canceled 2015-08-18
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## 1914 0 Canceled 2015-08-18
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## 1916 1 Check-Out 2015-09-24
## 1917 1 Check-Out 2015-09-24
## 1918 0 Canceled 2015-01-02
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## 1922 1 Check-Out 2015-09-28
## 1923 0 Check-Out 2015-09-28
## 1924 1 Check-Out 2015-09-28
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## 1929 1 Check-Out 2015-10-01
## 1930 0 Check-Out 2015-10-01
## 1931 0 Check-Out 2015-10-02
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## 1937 0 Check-Out 2015-09-29
## 1938 3 Check-Out 2015-09-29
## 1939 0 Check-Out 2015-09-29
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## 1942 0 Canceled 2015-06-15
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## 1944 0 Check-Out 2015-09-24
## 1945 0 Check-Out 2015-09-24
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## 1949 1 Check-Out 2015-09-25
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## 1951 1 Canceled 2015-09-22
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## 1960 3 Check-Out 2015-09-26
## 1961 2 Check-Out 2015-09-27
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## 1965 0 Check-Out 2015-09-29
## 1966 1 Check-Out 2015-10-01
## 1967 0 Check-Out 2015-10-01
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## 1972 1 Check-Out 2015-09-26
## 1973 0 Check-Out 2015-09-26
## 1974 1 Check-Out 2015-09-26
## 1975 0 Check-Out 2015-09-26
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## 1980 1 Check-Out 2015-09-27
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## 1983 1 Check-Out 2015-09-30
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## 1988 1 Check-Out 2015-10-02
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## 2002 1 Check-Out 2015-10-01
## 2003 1 Check-Out 2015-10-02
## 2004 0 Canceled 2015-01-02
## 2005 0 Check-Out 2015-10-03
## 2006 0 Check-Out 2015-10-03
## 2007 0 Check-Out 2015-10-03
## 2008 1 Canceled 2015-09-16
## 2009 1 Check-Out 2015-10-01
## 2010 0 Check-Out 2015-09-28
## 2011 0 Check-Out 2015-09-28
## 2012 2 Canceled 2015-08-04
## 2013 2 Check-Out 2015-10-02
## 2014 0 Check-Out 2015-10-04
## 2015 0 Check-Out 2015-10-04
## 2016 0 Check-Out 2015-10-04
## 2017 1 Check-Out 2015-10-04
## 2018 0 Canceled 2015-07-17
## 2019 0 Check-Out 2015-10-04
## 2020 0 Canceled 2015-07-20
## 2021 0 Check-Out 2015-10-04
## 2022 2 Check-Out 2015-10-04
## 2023 0 Canceled 2015-09-21
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## 2025 1 Check-Out 2015-10-09
## 2026 0 Check-Out 2015-10-11
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## 2028 2 Check-Out 2015-09-30
## 2029 1 Canceled 2015-07-13
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## 2032 2 Canceled 2015-07-20
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## 2037 1 Canceled 2015-07-13
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## 2040 1 Check-Out 2015-10-05
## 2041 2 Check-Out 2015-10-05
## 2042 0 Check-Out 2015-10-05
## 2043 2 Check-Out 2015-10-06
## 2044 0 Canceled 2015-06-02
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## 2046 1 Canceled 2015-09-03
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## 2055 1 Check-Out 2015-10-06
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## 2061 1 Check-Out 2015-10-01
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## 2063 0 Check-Out 2015-10-01
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## 2069 0 Check-Out 2015-10-03
## 2070 0 Check-Out 2015-10-03
## 2071 0 Check-Out 2015-10-03
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## 2082 1 Check-Out 2015-10-07
## 2083 2 Check-Out 2015-10-07
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## 2092 2 Check-Out 2015-10-04
## 2093 2 Check-Out 2015-10-04
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## 2108 2 Check-Out 2015-10-08
## 2109 2 Check-Out 2015-10-08
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## 2131 2 Check-Out 2015-10-10
## 2132 3 Check-Out 2015-10-10
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## 2161 0 Check-Out 2015-10-10
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## 2208 2 Check-Out 2015-10-12
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## 2293 1 Check-Out 2015-10-11
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## 2308 1 Check-Out 2015-10-12
## 2309 2 Check-Out 2015-10-11
## 2310 2 Check-Out 2015-10-11
## 2311 1 Check-Out 2015-10-12
## 2312 1 Check-Out 2015-10-12
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## 2342 2 Check-Out 2015-10-13
## 2343 2 Check-Out 2015-10-13
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## 2354 2 Check-Out 2015-10-12
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## 2358 0 Check-Out 2015-10-12
## 2359 2 Check-Out 2015-10-12
## 2360 3 Check-Out 2015-10-12
## 2361 1 Check-Out 2015-10-12
## 2362 3 Check-Out 2015-10-12
## 2363 1 Check-Out 2015-10-12
## 2364 2 Check-Out 2015-10-12
## 2365 1 Check-Out 2015-10-12
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## 2386 1 Check-Out 2015-10-12
## 2387 1 Check-Out 2015-10-12
## 2388 1 Check-Out 2015-10-12
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## 2392 0 Check-Out 2015-10-12
## 2393 1 Check-Out 2015-10-13
## 2394 2 Check-Out 2015-10-13
## 2395 0 Check-Out 2015-10-13
## 2396 0 Check-Out 2015-10-13
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## 2407 0 Check-Out 2015-10-18
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## 2409 2 Check-Out 2015-10-12
## 2410 0 Check-Out 2015-10-12
## 2411 0 Check-Out 2015-10-13
## 2412 1 Check-Out 2015-10-13
## 2413 0 Check-Out 2015-10-13
## 2414 0 Check-Out 2015-10-14
## 2415 1 Check-Out 2015-10-14
## 2416 0 Check-Out 2015-10-14
## 2417 1 Check-Out 2015-10-18
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## 2419 0 Canceled 2015-01-02
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## 2423 1 Check-Out 2015-10-14
## 2424 0 Check-Out 2015-10-14
## 2425 0 Check-Out 2015-10-14
## 2426 1 Check-Out 2015-10-14
## 2427 0 Check-Out 2015-10-14
## 2428 1 Check-Out 2015-10-15
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## 2430 0 Check-Out 2015-10-20
## 2431 2 Check-Out 2015-10-21
## 2432 0 Check-Out 2015-10-15
## 2433 1 Check-Out 2015-10-15
## 2434 1 Check-Out 2015-10-15
## 2435 0 Check-Out 2015-10-15
## 2436 1 Check-Out 2015-10-15
## 2437 2 Check-Out 2015-10-15
## 2438 1 Check-Out 2015-10-15
## 2439 1 Check-Out 2015-10-22
## 2440 0 Check-Out 2015-10-15
## 2441 0 Check-Out 2015-10-18
## 2442 1 Check-Out 2015-10-19
## 2443 0 Check-Out 2015-10-21
## 2444 3 Check-Out 2015-10-16
## 2445 3 Check-Out 2015-10-16
## 2446 3 Check-Out 2015-10-16
## 2447 0 Check-Out 2015-10-17
## 2448 0 Check-Out 2015-10-17
## 2449 3 Check-Out 2015-10-17
## 2450 1 Check-Out 2015-10-18
## 2451 0 Check-Out 2015-10-18
## 2452 2 Check-Out 2015-10-19
## 2453 2 Check-Out 2015-10-19
## 2454 0 Check-Out 2015-10-20
## 2455 0 Check-Out 2015-10-23
## 2456 0 Check-Out 2015-10-18
## 2457 1 Canceled 2015-10-14
## 2458 0 Check-Out 2015-10-24
## 2459 2 Check-Out 2015-10-25
## 2460 1 Canceled 2015-09-22
## 2461 1 Check-Out 2015-10-22
## 2462 3 Canceled 2015-09-23
## 2463 3 Canceled 2015-09-23
## 2464 3 Canceled 2015-10-14
## 2465 0 Check-Out 2015-10-25
## 2466 0 Check-Out 2015-10-25
## 2467 0 Canceled 2015-07-22
## 2468 1 Check-Out 2015-10-25
## 2469 0 Check-Out 2015-10-25
## 2470 2 Canceled 2015-09-07
## 2471 2 Canceled 2015-10-08
## 2472 0 Check-Out 2015-10-25
## 2473 2 Check-Out 2015-10-28
## 2474 0 Check-Out 2015-10-27
## 2475 1 Canceled 2015-07-06
## 2476 1 Canceled 2015-07-06
## 2477 0 Check-Out 2015-10-20
## 2478 1 Check-Out 2015-10-21
## 2479 0 Check-Out 2015-10-21
## 2480 0 Check-Out 2015-10-21
## 2481 0 Check-Out 2015-10-20
## 2482 0 Check-Out 2015-10-21
## 2483 1 Check-Out 2015-10-22
## 2484 1 Check-Out 2015-10-22
## 2485 1 Check-Out 2015-10-22
## 2486 1 Check-Out 2015-10-23
## 2487 0 Check-Out 2015-10-24
## 2488 0 Check-Out 2015-10-24
## 2489 0 Check-Out 2015-10-24
## 2490 0 Check-Out 2015-10-24
## 2491 0 Check-Out 2015-10-24
## 2492 0 Check-Out 2015-10-24
## 2493 0 Check-Out 2015-10-24
## 2494 0 Check-Out 2015-10-24
## 2495 0 Check-Out 2015-10-24
## 2496 2 Canceled 2015-10-09
## 2497 0 Check-Out 2015-10-24
## 2498 0 Check-Out 2015-10-24
## 2499 0 Check-Out 2015-10-24
## 2500 0 Check-Out 2015-10-24
## 2501 0 Check-Out 2015-10-24
## 2502 0 Check-Out 2015-10-24
## 2503 0 Check-Out 2015-10-24
## 2504 0 Check-Out 2015-10-24
## 2505 0 Check-Out 2015-10-24
## 2506 0 Check-Out 2015-10-24
## 2507 0 Check-Out 2015-10-24
## 2508 0 Check-Out 2015-10-24
## 2509 0 Check-Out 2015-10-24
## 2510 0 Check-Out 2015-10-24
## 2511 0 Check-Out 2015-10-24
## 2512 0 Check-Out 2015-10-26
## 2513 0 Check-Out 2015-10-26
## 2514 1 Check-Out 2015-10-27
## 2515 1 Check-Out 2015-10-30
## 2516 0 Canceled 2015-06-23
## 2517 0 Check-Out 2015-11-05
## 2518 0 Check-Out 2015-10-21
## 2519 0 Check-Out 2015-10-21
## 2520 0 Check-Out 2015-10-21
## 2521 1 Check-Out 2015-10-22
## 2522 0 Check-Out 2015-10-22
## 2523 1 Check-Out 2015-10-25
## 2524 0 Check-Out 2015-10-25
## 2525 2 Canceled 2015-10-01
## 2526 1 Check-Out 2015-10-27
## 2527 1 Check-Out 2015-10-27
## 2528 0 Check-Out 2015-10-29
## 2529 1 Check-Out 2015-10-30
## 2530 2 Canceled 2015-04-10
## 2531 2 Check-Out 2015-10-21
## 2532 2 Check-Out 2015-10-21
## 2533 0 Canceled 2015-10-20
## 2534 0 Canceled 2015-10-02
## 2535 0 Canceled 2015-10-02
## 2536 0 Canceled 2015-10-19
## 2537 0 Canceled 2015-10-02
## 2538 0 Check-Out 2015-10-23
## 2539 0 Check-Out 2015-10-23
## 2540 0 Canceled 2015-10-02
## 2541 2 Check-Out 2015-10-24
## 2542 3 Check-Out 2015-10-24
## 2543 2 Check-Out 2015-10-24
## 2544 0 Check-Out 2015-10-25
## 2545 2 Check-Out 2015-10-25
## 2546 0 Canceled 2015-08-20
## 2547 1 Canceled 2015-06-25
## 2548 2 Canceled 2015-10-06
## 2549 1 Canceled 2015-07-10
## 2550 0 Check-Out 2015-10-28
## 2551 3 Check-Out 2015-10-28
## 2552 1 Check-Out 2015-10-28
## 2553 0 Check-Out 2015-10-28
## 2554 1 Check-Out 2015-10-28
## 2555 1 Canceled 2015-07-10
## 2556 2 Check-Out 2015-10-28
## 2557 0 Canceled 2015-10-05
## 2558 2 Check-Out 2015-10-26
## 2559 2 Check-Out 2015-10-26
## 2560 0 Check-Out 2015-10-26
## 2561 2 Check-Out 2015-10-27
## 2562 0 Check-Out 2015-10-29
## 2563 2 Check-Out 2015-10-29
## 2564 0 Check-Out 2015-10-29
## 2565 1 Check-Out 2015-10-29
## 2566 0 No-Show 2015-10-22
## 2567 1 Check-Out 2015-10-29
## 2568 2 Canceled 2015-10-20
## 2569 2 Check-Out 2015-10-26
## 2570 2 Check-Out 2015-10-26
## 2571 2 Canceled 2015-08-26
## 2572 0 Check-Out 2015-10-26
## 2573 2 Check-Out 2015-10-26
## 2574 2 Check-Out 2015-10-26
## 2575 2 Check-Out 2015-10-26
## 2576 2 Check-Out 2015-10-26
## 2577 1 Check-Out 2015-10-26
## 2578 1 Check-Out 2015-10-26
## 2579 2 Check-Out 2015-10-29
## 2580 0 Check-Out 2015-10-29
## 2581 0 Check-Out 2015-10-29
## 2582 0 Check-Out 2015-10-25
## 2583 2 Check-Out 2015-10-25
## 2584 2 Check-Out 2015-10-25
## 2585 2 Check-Out 2015-10-25
## 2586 0 Canceled 2015-10-08
## 2587 0 No-Show 2015-10-22
## 2588 2 Check-Out 2015-10-25
## 2589 0 Check-Out 2015-10-26
## 2590 1 Check-Out 2015-10-24
## 2591 2 Check-Out 2015-10-24
## 2592 1 Check-Out 2015-10-24
## 2593 1 Check-Out 2015-10-25
## 2594 0 Check-Out 2015-10-25
## 2595 2 Check-Out 2015-10-25
## 2596 1 Check-Out 2015-10-25
## 2597 2 Check-Out 2015-10-25
## 2598 0 Check-Out 2015-10-25
## 2599 1 Check-Out 2015-10-25
## 2600 1 Check-Out 2015-10-25
## 2601 0 Check-Out 2015-10-26
## 2602 1 Check-Out 2015-10-27
## 2603 0 Check-Out 2015-10-27
## 2604 1 Check-Out 2015-10-27
## 2605 1 Check-Out 2015-10-28
## 2606 1 Check-Out 2015-10-28
## 2607 1 Check-Out 2015-10-29
## 2608 0 Check-Out 2015-10-30
## 2609 2 Canceled 2015-05-18
## 2610 1 Canceled 2015-05-18
## 2611 0 Check-Out 2015-10-30
## 2612 2 Canceled 2015-05-18
## 2613 2 Canceled 2015-05-18
## 2614 2 Canceled 2015-09-02
## 2615 0 Check-Out 2015-10-30
## 2616 0 Check-Out 2015-11-03
## 2617 0 Check-Out 2015-11-07
## 2618 0 Check-Out 2015-10-25
## 2619 0 Check-Out 2015-10-25
## 2620 1 Check-Out 2015-10-26
## 2621 0 Check-Out 2015-10-26
## 2622 2 Canceled 2015-10-20
## 2623 1 Check-Out 2015-10-25
## 2624 1 Canceled 2015-07-20
## 2625 0 Check-Out 2015-10-25
## 2626 0 Canceled 2015-06-26
## 2627 0 Canceled 2015-06-26
## 2628 0 Canceled 2015-06-26
## 2629 0 Canceled 2015-06-26
## 2630 0 Canceled 2015-06-26
## 2631 0 Canceled 2015-06-26
## 2632 0 Canceled 2015-06-26
## 2633 0 Canceled 2015-06-26
## 2634 0 Canceled 2015-06-26
## 2635 0 Canceled 2015-06-26
## 2636 0 Canceled 2015-06-26
## 2637 0 Canceled 2015-06-26
## 2638 0 Canceled 2015-06-26
## 2639 0 Canceled 2015-06-26
## 2640 0 Canceled 2015-06-26
## 2641 0 Canceled 2015-06-26
## 2642 0 Canceled 2015-06-26
## 2643 0 Canceled 2015-06-26
## 2644 3 Canceled 2015-09-24
## 2645 0 Canceled 2015-06-26
## 2646 0 Canceled 2015-06-26
## 2647 0 Canceled 2015-06-26
## 2648 0 Canceled 2015-06-26
## 2649 0 Canceled 2015-06-26
## 2650 0 Canceled 2015-06-26
## 2651 3 Canceled 2015-09-24
## 2652 0 Canceled 2015-06-26
## 2653 0 Canceled 2015-06-26
## 2654 0 Canceled 2015-06-26
## 2655 0 Canceled 2015-06-26
## 2656 0 Canceled 2015-06-26
## 2657 0 Canceled 2015-06-26
## 2658 0 Canceled 2015-06-26
## 2659 0 Canceled 2015-06-26
## 2660 0 Canceled 2015-06-26
## 2661 0 Canceled 2015-06-26
## 2662 0 Canceled 2015-06-26
## 2663 2 Canceled 2015-08-26
## 2664 1 Check-Out 2015-10-26
## 2665 0 No-Show 2015-10-24
## 2666 1 Check-Out 2015-10-27
## 2667 0 Canceled 2015-10-20
## 2668 0 No-Show 2015-10-24
## 2669 0 Check-Out 2015-10-28
## 2670 0 Check-Out 2015-10-28
## 2671 0 Check-Out 2015-10-29
## 2672 1 Canceled 2015-07-07
## 2673 3 Check-Out 2015-10-30
## 2674 2 Canceled 2015-10-03
## 2675 2 Canceled 2015-10-03
## 2676 1 Check-Out 2015-10-31
## 2677 0 Check-Out 2015-11-03
## 2678 2 Check-Out 2015-11-04
## 2679 0 Check-Out 2015-10-25
## 2680 0 Canceled 2015-06-26
## 2681 0 Canceled 2015-06-26
## 2682 0 Canceled 2015-06-26
## 2683 0 Canceled 2015-06-26
## 2684 0 Canceled 2015-06-26
## 2685 3 Check-Out 2015-10-25
## 2686 0 Canceled 2015-10-10
## 2687 2 Check-Out 2015-10-31
## 2688 0 Check-Out 2015-10-31
## 2689 0 Check-Out 2015-11-01
## 2690 2 Check-Out 2015-11-01
## 2691 0 Check-Out 2015-11-02
## 2692 0 Check-Out 2015-10-26
## 2693 0 Check-Out 2015-10-27
## 2694 1 Canceled 2015-10-14
## 2695 1 Canceled 2015-10-14
## 2696 2 Check-Out 2015-10-31
## 2697 3 Canceled 2015-10-26
## 2698 0 Check-Out 2015-11-17
## 2699 0 Canceled 2015-10-10
## 2700 0 Canceled 2015-10-10
## 2701 0 Canceled 2015-10-10
## 2702 0 Canceled 2015-10-10
## 2703 0 Canceled 2015-10-10
## 2704 1 Check-Out 2015-10-28
## 2705 0 Check-Out 2015-10-28
## 2706 0 Check-Out 2015-10-28
## 2707 1 Check-Out 2015-10-28
## 2708 0 Check-Out 2015-10-28
## 2709 0 No-Show 2015-10-27
## 2710 1 Check-Out 2015-10-29
## 2711 2 Check-Out 2015-10-29
## 2712 1 Check-Out 2015-10-29
## 2713 2 Check-Out 2015-10-29
## 2714 2 Check-Out 2015-10-29
## 2715 1 Check-Out 2015-10-30
## 2716 1 Check-Out 2015-10-31
## 2717 2 Check-Out 2015-10-31
## 2718 3 Check-Out 2015-11-03
## 2719 1 Check-Out 2015-11-03
## 2720 0 Check-Out 2015-10-29
## 2721 0 Check-Out 2015-10-29
## 2722 0 Check-Out 2015-10-29
## 2723 0 Check-Out 2015-10-29
## 2724 1 Check-Out 2015-11-04
## 2725 1 Check-Out 2015-11-04
## 2726 1 Check-Out 2015-11-04
## 2727 1 Check-Out 2015-11-04
## 2728 0 Check-Out 2015-10-29
## 2729 0 Check-Out 2015-10-30
## 2730 0 Check-Out 2015-10-30
## 2731 0 Check-Out 2015-10-30
## 2732 1 Check-Out 2015-10-31
## 2733 1 Check-Out 2015-10-31
## 2734 1 Check-Out 2015-10-30
## 2735 0 Canceled 2015-10-26
## 2736 2 Check-Out 2015-11-01
## 2737 0 Check-Out 2015-11-01
## 2738 2 Check-Out 2015-11-01
## 2739 0 Check-Out 2015-11-01
## 2740 0 Check-Out 2015-11-02
## 2741 0 Canceled 2015-09-29
## 2742 0 Check-Out 2015-11-03
## 2743 1 Check-Out 2015-10-31
## 2744 2 Check-Out 2015-10-31
## 2745 0 Check-Out 2015-10-31
## 2746 0 Check-Out 2015-11-01
## 2747 0 Check-Out 2015-11-01
## 2748 0 Check-Out 2015-11-01
## 2749 0 Check-Out 2015-11-01
## 2750 1 Check-Out 2015-11-01
## 2751 0 Check-Out 2015-11-01
## 2752 3 Check-Out 2015-11-01
## 2753 0 Check-Out 2015-11-02
## 2754 0 Check-Out 2015-10-30
## 2755 1 Check-Out 2015-11-01
## 2756 1 Check-Out 2015-11-01
## 2757 1 Check-Out 2015-11-02
## 2758 1 Check-Out 2015-11-02
## 2759 1 Check-Out 2015-11-02
## 2760 0 Check-Out 2015-11-02
## 2761 0 Check-Out 2015-11-02
## 2762 1 Check-Out 2015-11-02
## 2763 1 Check-Out 2015-11-02
## 2764 0 Check-Out 2015-11-03
## 2765 1 Check-Out 2015-11-06
## 2766 0 Check-Out 2015-11-07
## 2767 0 Check-Out 2015-10-31
## 2768 1 Check-Out 2015-11-01
## 2769 0 Check-Out 2015-11-01
## 2770 0 Canceled 2015-10-26
## 2771 0 Canceled 2015-10-26
## 2772 0 Check-Out 2015-11-01
## 2773 0 Canceled 2015-10-26
## 2774 1 Check-Out 2015-11-01
## 2775 0 Canceled 2015-10-26
## 2776 0 Canceled 2015-10-29
## 2777 0 Check-Out 2015-11-01
## 2778 0 Check-Out 2015-11-01
## 2779 0 Check-Out 2015-11-01
## 2780 0 Check-Out 2015-11-01
## 2781 1 Check-Out 2015-11-01
## 2782 0 Check-Out 2015-11-01
## 2783 0 Canceled 2015-10-29
## 2784 0 Canceled 2015-10-26
## 2785 0 Canceled 2015-10-26
## 2786 0 Canceled 2015-10-26
## 2787 1 Check-Out 2015-11-01
## 2788 0 Canceled 2015-10-26
## 2789 0 Check-Out 2015-11-01
## 2790 0 Canceled 2015-10-26
## 2791 0 Canceled 2015-10-26
## 2792 0 Check-Out 2015-11-01
## 2793 0 Canceled 2015-10-29
## 2794 0 Check-Out 2015-11-01
## 2795 0 Canceled 2015-10-26
## 2796 0 Canceled 2015-10-26
## 2797 0 Check-Out 2015-11-01
## 2798 0 Check-Out 2015-11-01
## 2799 0 Check-Out 2015-11-01
## 2800 0 Canceled 2015-10-30
## 2801 1 Check-Out 2015-11-01
## 2802 0 Check-Out 2015-11-01
## 2803 0 Check-Out 2015-11-01
## 2804 0 Check-Out 2015-11-01
## 2805 0 Check-Out 2015-11-01
## 2806 0 Check-Out 2015-11-01
## 2807 0 Canceled 2015-10-29
## 2808 0 Check-Out 2015-11-01
## 2809 1 Check-Out 2015-11-01
## 2810 0 Check-Out 2015-11-01
## 2811 0 Check-Out 2015-11-01
## 2812 0 Canceled 2015-10-26
## 2813 0 Canceled 2015-10-26
## 2814 0 Canceled 2015-10-26
## 2815 0 Canceled 2015-10-26
## 2816 0 Canceled 2015-10-26
## 2817 0 Canceled 2015-10-31
## 2818 1 Check-Out 2015-11-01
## 2819 2 Canceled 2015-08-20
## 2820 1 Check-Out 2015-11-02
## 2821 1 Canceled 2015-10-20
## 2822 1 Check-Out 2015-11-02
## 2823 0 Check-Out 2015-11-02
## 2824 0 Check-Out 2015-11-02
## 2825 1 Check-Out 2015-11-02
## 2826 1 Check-Out 2015-11-03
## 2827 2 Canceled 2015-10-09
## 2828 2 Canceled 2015-10-02
## 2829 2 Canceled 2015-10-02
## 2830 2 Canceled 2015-09-21
## 2831 1 Check-Out 2015-11-06
## 2832 1 Canceled 2015-09-11
## 2833 0 Check-Out 2015-11-07
## 2834 0 Canceled 2015-09-04
## 2835 2 Check-Out 2015-11-07
## 2836 0 No-Show 2015-11-01
## 2837 1 No-Show 2015-11-01
## 2838 0 Check-Out 2015-11-02
## 2839 0 Check-Out 2015-11-02
## 2840 1 Check-Out 2015-11-02
## 2841 0 No-Show 2015-11-01
## 2842 0 Check-Out 2015-11-06
## 2843 0 Canceled 2015-10-15
## 2844 0 Check-Out 2015-11-10
## 2845 0 Check-Out 2015-11-07
## 2846 1 Check-Out 2015-11-07
## 2847 1 Check-Out 2015-11-07
## 2848 2 Check-Out 2015-11-05
## 2849 1 Check-Out 2015-11-08
## 2850 1 Check-Out 2015-11-09
## 2851 1 Check-Out 2015-11-09
## 2852 0 Check-Out 2015-11-09
## 2853 0 Canceled 2015-10-10
## 2854 0 Canceled 2015-10-10
## 2855 0 Canceled 2015-10-10
## 2856 0 Canceled 2015-10-10
## 2857 0 Canceled 2015-10-10
## 2858 0 Canceled 2015-10-10
## 2859 0 Canceled 2015-10-10
## 2860 1 Check-Out 2015-11-03
## 2861 0 Check-Out 2015-11-04
## 2862 0 Check-Out 2015-11-04
## 2863 1 Check-Out 2015-11-04
## 2864 0 Check-Out 2015-11-04
## 2865 1 Check-Out 2015-11-04
## 2866 1 Check-Out 2015-11-05
## 2867 2 Canceled 2015-11-03
## 2868 0 Check-Out 2015-11-06
## 2869 2 Check-Out 2015-11-06
## 2870 0 Check-Out 2015-11-07
## 2871 0 Check-Out 2015-11-07
## 2872 0 Canceled 2015-10-08
## 2873 0 Check-Out 2015-11-07
## 2874 0 Check-Out 2015-11-07
## 2875 0 Canceled 2015-10-08
## 2876 1 Check-Out 2015-11-10
## 2877 1 Check-Out 2015-11-05
## 2878 0 Check-Out 2015-11-15
## 2879 0 Check-Out 2015-11-16
## 2880 0 Check-Out 2015-11-16
## 2881 0 Check-Out 2015-11-16
## 2882 0 Check-Out 2015-11-16
## 2883 0 Check-Out 2015-11-16
## 2884 0 Check-Out 2015-11-16
## 2885 0 Check-Out 2015-11-16
## 2886 0 Check-Out 2015-11-05
## 2887 0 Check-Out 2015-11-05
## 2888 1 Check-Out 2015-11-06
## 2889 1 Check-Out 2015-11-06
## 2890 0 Canceled 2015-09-16
## 2891 0 Canceled 2015-10-22
## 2892 0 Canceled 2015-10-22
## 2893 0 Check-Out 2015-11-15
## 2894 0 Check-Out 2015-11-06
## 2895 0 Check-Out 2015-11-06
## 2896 0 Check-Out 2015-11-06
## 2897 2 Check-Out 2015-11-11
## 2898 2 Check-Out 2015-11-11
## 2899 0 Check-Out 2015-11-15
## 2900 0 Check-Out 2015-11-15
## 2901 0 Check-Out 2015-11-15
## 2902 1 Check-Out 2015-11-07
## 2903 1 Check-Out 2015-11-07
## 2904 0 Check-Out 2015-11-07
## 2905 0 Check-Out 2015-11-07
## 2906 0 Check-Out 2015-11-08
## 2907 1 Check-Out 2015-11-08
## 2908 1 Check-Out 2015-11-08
## 2909 0 Check-Out 2015-11-08
## 2910 2 Check-Out 2015-11-10
## 2911 0 Canceled 2015-09-28
## 2912 0 Canceled 2015-09-28
## 2913 0 Check-Out 2015-11-15
## 2914 0 Check-Out 2015-11-17
## 2915 0 Check-Out 2015-11-17
## 2916 0 Check-Out 2015-11-17
## 2917 0 Check-Out 2015-11-17
## 2918 0 Check-Out 2015-11-15
## 2919 0 Check-Out 2015-11-15
## 2920 3 Check-Out 2015-11-07
## 2921 1 Check-Out 2015-11-08
## 2922 1 Check-Out 2015-11-08
## 2923 1 Canceled 2015-10-20
## 2924 0 Canceled 2015-10-09
## 2925 0 Check-Out 2015-11-08
## 2926 1 Canceled 2015-11-04
## 2927 0 Canceled 2015-10-09
## 2928 1 Check-Out 2015-11-08
## 2929 1 Check-Out 2015-11-09
## 2930 3 Check-Out 2015-11-10
## 2931 0 Check-Out 2015-11-12
## 2932 0 Check-Out 2015-11-12
## 2933 2 Check-Out 2015-11-14
## 2934 0 Check-Out 2015-11-14
## 2935 0 Canceled 2015-10-10
## 2936 0 Canceled 2015-10-10
## 2937 0 Canceled 2015-10-10
## 2938 1 Canceled 2015-07-10
## 2939 0 Check-Out 2015-11-15
## 2940 1 Canceled 2015-10-01
## 2941 0 Check-Out 2015-11-15
## expected_prob Anomaly
## 1 94.95293 Anomaly
## 2 94.95293 Anomaly
## 3 94.95293 Anomaly
## 4 94.95293 Anomaly
## 5 94.95293 Anomaly
## 6 94.95293 Anomaly
## 7 94.95293 Anomaly
## 8 94.95293 Anomaly
## 9 94.95293 Anomaly
## 10 94.95293 Anomaly
## 11 94.95293 Anomaly
## 12 94.95293 Anomaly
## 13 94.95293 Anomaly
## 14 94.95293 Anomaly
## 15 94.95293 Anomaly
## 16 94.95293 Anomaly
## 17 94.95293 Anomaly
## 18 94.95293 Anomaly
## 19 94.95293 Anomaly
## 20 94.95293 Anomaly
## 21 94.95293 Anomaly
## 22 94.95293 Anomaly
## 23 94.95293 Anomaly
## 24 94.95293 Anomaly
## 25 94.95293 Anomaly
## 26 94.95293 Anomaly
## 27 94.95293 Anomaly
## 28 94.95293 Anomaly
## 29 94.95293 Anomaly
## 30 94.95293 Anomaly
## 31 94.95293 Anomaly
## 32 94.95293 Anomaly
## 33 94.95293 Anomaly
## 34 94.95293 Anomaly
## 35 94.95293 Anomaly
## 36 94.95293 Anomaly
## 37 94.95293 Anomaly
## 38 94.95293 Anomaly
## 39 94.95293 Anomaly
## 40 94.95293 Anomaly
## 41 94.95293 Anomaly
## 42 94.95293 Anomaly
## 43 94.95293 Anomaly
## 44 94.95293 Anomaly
## 45 94.95293 Anomaly
## 46 94.95293 Anomaly
## 47 94.95293 Anomaly
## 48 94.95293 Anomaly
## 49 94.95293 Anomaly
## 50 94.95293 Anomaly
## 51 94.95293 Anomaly
## 52 94.95293 Anomaly
## 53 94.95293 Anomaly
## 54 94.95293 Anomaly
## 55 94.95293 Anomaly
## 56 94.95293 Anomaly
## 57 94.95293 Anomaly
## 58 94.95293 Anomaly
## 59 94.95293 Anomaly
## 60 94.95293 Anomaly
## 61 94.95293 Anomaly
## 62 94.95293 Anomaly
## 63 94.95293 Anomaly
## 64 94.95293 Anomaly
## 65 94.95293 Anomaly
## 66 94.95293 Anomaly
## 67 94.95293 Anomaly
## 68 94.95293 Anomaly
## 69 94.95293 Anomaly
## 70 94.95293 Anomaly
## 71 94.95293 Anomaly
## 72 94.95293 Anomaly
## 73 94.95293 Anomaly
## 74 94.95293 Anomaly
## 75 94.95293 Anomaly
## 76 94.95293 Anomaly
## 77 94.95293 Anomaly
## 78 94.95293 Anomaly
## 79 94.95293 Anomaly
## 80 94.95293 Anomaly
## 81 94.95293 Anomaly
## 82 94.95293 Anomaly
## 83 94.95293 Anomaly
## 84 94.95293 Anomaly
## 85 94.95293 Anomaly
## 86 94.95293 Anomaly
## 87 94.95293 Anomaly
## 88 94.95293 Anomaly
## 89 94.95293 Anomaly
## 90 94.95293 Anomaly
## 91 94.95293 Anomaly
## 92 94.95293 Anomaly
## 93 94.95293 Anomaly
## 94 94.95293 Anomaly
## 95 94.95293 Anomaly
## 96 94.95293 Anomaly
## 97 94.95293 Anomaly
## 98 94.95293 Anomaly
## 99 94.95293 Anomaly
## 100 94.95293 Anomaly
## 101 94.95293 Anomaly
## 102 94.95293 Anomaly
## 103 94.95293 Anomaly
## 104 94.95293 Anomaly
## 105 94.95293 Anomaly
## 106 94.95293 Anomaly
## 107 94.95293 Anomaly
## 108 94.95293 Anomaly
## 109 94.95293 Anomaly
## 110 94.95293 Anomaly
## 111 94.95293 Anomaly
## 112 94.95293 Anomaly
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## 2941 94.95293 Anomaly
## [ reached 'max' / getOption("max.print") -- omitted 116449 rows ]Grouping by ‘customer_type’ and summarizing ‘adr’
adr_by_customer_type <- hotel_data %>%
group_by(customer_type) %>%
summarize(expected_prob = mean(adr))
adr_by_customer_type## # A tibble: 4 × 2
## customer_type expected_prob
## <chr> <dbl>
## 1 Contract 87.5
## 2 Group 83.5
## 3 Transient 107.
## 4 Transient-Party 86.1Calculating the 10th percentile threshold
percentile_threshold <- quantile(adr_by_customer_type$expected_prob, probs = 0.10)
cat("10th percentile threshold for ADR is: ", percentile_threshold)## 10th percentile threshold for ADR is: 84.26728Identifying anomalies based on ADR
adr_by_customer_type <- adr_by_customer_type %>%
mutate(Anomaly = ifelse(expected_prob < percentile_threshold, "Anomaly", "Not an anomaly"))
adr_by_customer_type## # A tibble: 4 × 3
## customer_type expected_prob Anomaly
## <chr> <dbl> <chr>
## 1 Contract 87.5 Not an anomaly
## 2 Group 83.5 Anomaly
## 3 Transient 107. Not an anomaly
## 4 Transient-Party 86.1 Not an anomalyCreating a new column ‘Anomaly’ based on the condition
df_with_anomalies <- df_with_anomalies %>%
left_join(adr_by_customer_type, by = "customer_type")
df_with_anomalies## hotel is_canceled lead_time arrival_date_year arrival_date_month
## 1 Resort Hotel 0 342 2015 July
## 2 Resort Hotel 0 737 2015 July
## 3 Resort Hotel 0 7 2015 July
## 4 Resort Hotel 0 13 2015 July
## 5 Resort Hotel 0 14 2015 July
## 6 Resort Hotel 0 14 2015 July
## 7 Resort Hotel 0 0 2015 July
## 8 Resort Hotel 0 9 2015 July
## 9 Resort Hotel 1 85 2015 July
## 10 Resort Hotel 1 75 2015 July
## 11 Resort Hotel 1 23 2015 July
## 12 Resort Hotel 0 35 2015 July
## 13 Resort Hotel 0 68 2015 July
## 14 Resort Hotel 0 18 2015 July
## 15 Resort Hotel 0 37 2015 July
## 16 Resort Hotel 0 68 2015 July
## 17 Resort Hotel 0 37 2015 July
## 18 Resort Hotel 0 12 2015 July
## 19 Resort Hotel 0 0 2015 July
## 20 Resort Hotel 0 7 2015 July
## 21 Resort Hotel 0 37 2015 July
## 22 Resort Hotel 0 72 2015 July
## 23 Resort Hotel 0 72 2015 July
## 24 Resort Hotel 0 72 2015 July
## 25 Resort Hotel 0 127 2015 July
## 26 Resort Hotel 0 78 2015 July
## 27 Resort Hotel 0 48 2015 July
## 28 Resort Hotel 1 60 2015 July
## 29 Resort Hotel 0 77 2015 July
## 30 Resort Hotel 0 99 2015 July
## 31 Resort Hotel 0 118 2015 July
## 32 Resort Hotel 0 95 2015 July
## 33 Resort Hotel 1 96 2015 July
## 34 Resort Hotel 0 69 2015 July
## 35 Resort Hotel 1 45 2015 July
## 36 Resort Hotel 1 40 2015 July
## 37 Resort Hotel 0 15 2015 July
## 38 Resort Hotel 0 36 2015 July
## 39 Resort Hotel 1 43 2015 July
## 40 Resort Hotel 0 70 2015 July
## 41 Resort Hotel 1 45 2015 July
## 42 Resort Hotel 0 45 2015 July
## 43 Resort Hotel 0 16 2015 July
## 44 Resort Hotel 0 70 2015 July
## 45 Resort Hotel 0 107 2015 July
## 46 Resort Hotel 1 47 2015 July
## 47 Resort Hotel 0 96 2015 July
## 48 Resort Hotel 0 113 2015 July
## 49 Resort Hotel 0 90 2015 July
## 50 Resort Hotel 0 50 2015 July
## 51 Resort Hotel 0 113 2015 July
## 52 Resort Hotel 0 93 2015 July
## 53 Resort Hotel 0 76 2015 July
## 54 Resort Hotel 0 3 2015 July
## 55 Resort Hotel 0 1 2015 July
## 56 Resort Hotel 0 1 2015 July
## 57 Resort Hotel 0 0 2015 July
## 58 Resort Hotel 0 0 2015 July
## 59 Resort Hotel 0 0 2015 July
## 60 Resort Hotel 0 14 2015 July
## 61 Resort Hotel 0 10 2015 July
## 62 Resort Hotel 0 5 2015 July
## 63 Resort Hotel 0 17 2015 July
## 64 Resort Hotel 0 93 2015 July
## 65 Resort Hotel 1 3 2015 July
## 66 Resort Hotel 0 10 2015 July
## 67 Resort Hotel 0 3 2015 July
## 68 Resort Hotel 0 51 2015 July
## 69 Resort Hotel 1 71 2015 July
## 70 Resort Hotel 1 63 2015 July
## 71 Resort Hotel 1 62 2015 July
## 72 Resort Hotel 1 101 2015 July
## 73 Resort Hotel 0 2 2015 July
## 74 Resort Hotel 0 15 2015 July
## 75 Resort Hotel 1 51 2015 July
## 76 Resort Hotel 0 3 2015 July
## 77 Resort Hotel 1 48 2015 July
## 78 Resort Hotel 0 2 2015 July
## 79 Resort Hotel 0 72 2015 July
## 80 Resort Hotel 0 81 2015 July
## 81 Resort Hotel 0 99 2015 July
## 82 Resort Hotel 1 368 2015 July
## 83 Resort Hotel 0 364 2015 July
## 84 Resort Hotel 1 81 2015 July
## 85 Resort Hotel 0 99 2015 July
## 86 Resort Hotel 0 324 2015 July
## 87 Resort Hotel 0 69 2015 July
## 88 Resort Hotel 1 79 2015 July
## 89 Resort Hotel 0 12 2015 July
## 90 Resort Hotel 0 9 2015 July
## 91 Resort Hotel 0 1 2015 July
## 92 Resort Hotel 0 21 2015 July
## 93 Resort Hotel 0 9 2015 July
## 94 Resort Hotel 0 109 2015 July
## 95 Resort Hotel 1 109 2015 July
## 96 Resort Hotel 1 72 2015 July
## 97 Resort Hotel 1 63 2015 July
## 98 Resort Hotel 0 63 2015 July
## 99 Resort Hotel 0 101 2015 July
## 100 Resort Hotel 0 102 2015 July
## 101 Resort Hotel 0 4 2015 July
## 102 Resort Hotel 0 98 2015 July
## 103 Resort Hotel 0 92 2015 July
## 104 Resort Hotel 0 95 2015 July
## 105 Resort Hotel 0 102 2015 July
## 106 Resort Hotel 1 26 2015 July
## 107 Resort Hotel 1 73 2015 July
## 108 Resort Hotel 1 102 2015 July
## 109 Resort Hotel 0 115 2015 July
## 110 Resort Hotel 0 102 2015 July
## 111 Resort Hotel 0 86 2015 July
## 112 Resort Hotel 0 78 2015 July
## 113 Resort Hotel 0 52 2015 July
## 114 Resort Hotel 0 29 2015 July
## 115 Resort Hotel 1 101 2015 July
## 116 Resort Hotel 0 109 2015 July
## 117 Resort Hotel 0 92 2015 July
## 118 Resort Hotel 0 92 2015 July
## 119 Resort Hotel 0 79 2015 July
## 120 Resort Hotel 0 2 2015 July
## 121 Resort Hotel 0 30 2015 July
## 122 Resort Hotel 1 51 2015 July
## 123 Resort Hotel 1 36 2015 July
## 124 Resort Hotel 1 73 2015 July
## 125 Resort Hotel 1 33 2015 July
## 126 Resort Hotel 0 32 2015 July
## 127 Resort Hotel 0 8 2015 July
## 128 Resort Hotel 0 100 2015 July
## 129 Resort Hotel 0 1 2015 July
## 130 Resort Hotel 0 100 2015 July
## 131 Resort Hotel 0 100 2015 July
## 132 Resort Hotel 0 9 2015 July
## 133 Resort Hotel 1 5 2015 July
## 134 Resort Hotel 0 0 2015 July
## 135 Resort Hotel 0 9 2015 July
## 136 Resort Hotel 0 2 2015 July
## 137 Resort Hotel 0 2 2015 July
## 138 Resort Hotel 0 9 2015 July
## 139 Resort Hotel 1 5 2015 July
## 140 Resort Hotel 0 2 2015 July
## 141 Resort Hotel 0 44 2015 July
## 142 Resort Hotel 0 80 2015 July
## 143 Resort Hotel 0 97 2015 July
## 144 Resort Hotel 0 109 2015 July
## 145 Resort Hotel 0 30 2015 July
## 146 Resort Hotel 0 64 2015 July
## 147 Resort Hotel 0 39 2015 July
## 148 Resort Hotel 0 90 2015 July
## 149 Resort Hotel 1 34 2015 July
## 150 Resort Hotel 1 93 2015 July
## 151 Resort Hotel 0 97 2015 July
## 152 Resort Hotel 0 29 2015 July
## 153 Resort Hotel 1 101 2015 July
## 154 Resort Hotel 0 27 2015 July
## 155 Resort Hotel 0 8 2015 July
## 156 Resort Hotel 0 82 2015 July
## 157 Resort Hotel 0 94 2015 July
## 158 Resort Hotel 0 110 2015 July
## 159 Resort Hotel 0 96 2015 July
## 160 Resort Hotel 0 79 2015 July
## 161 Resort Hotel 0 115 2015 July
## 162 Resort Hotel 0 111 2015 July
## 163 Resort Hotel 0 51 2015 July
## 164 Resort Hotel 0 94 2015 July
## 165 Resort Hotel 0 81 2015 July
## 166 Resort Hotel 0 84 2015 July
## 167 Resort Hotel 0 51 2015 July
## 168 Resort Hotel 0 111 2015 July
## 169 Resort Hotel 0 0 2015 July
## 170 Resort Hotel 0 2 2015 July
## 171 Resort Hotel 0 7 2015 July
## 172 Resort Hotel 0 98 2015 July
## 173 Resort Hotel 0 95 2015 July
## 174 Resort Hotel 1 48 2015 July
## 175 Resort Hotel 0 66 2015 July
## 176 Resort Hotel 0 104 2015 July
## 177 Resort Hotel 0 28 2015 July
## 178 Resort Hotel 0 34 2015 July
## 179 Resort Hotel 0 98 2015 July
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## 2463 Resort Hotel 1 37 2015 October
## 2464 Resort Hotel 1 73 2015 October
## 2465 Resort Hotel 0 17 2015 October
## 2466 Resort Hotel 0 74 2015 October
## 2467 Resort Hotel 1 92 2015 October
## 2468 Resort Hotel 0 47 2015 October
## 2469 Resort Hotel 0 41 2015 October
## 2470 Resort Hotel 1 72 2015 October
## 2471 Resort Hotel 1 82 2015 October
## 2472 Resort Hotel 0 86 2015 October
## 2473 Resort Hotel 0 68 2015 October
## 2474 Resort Hotel 0 80 2015 October
## 2475 Resort Hotel 1 119 2015 October
## 2476 Resort Hotel 1 119 2015 October
## 2477 Resort Hotel 0 5 2015 October
## 2478 Resort Hotel 0 0 2015 October
## 2479 Resort Hotel 0 7 2015 October
## 2480 Resort Hotel 0 7 2015 October
## 2481 Resort Hotel 0 0 2015 October
## 2482 Resort Hotel 0 7 2015 October
## 2483 Resort Hotel 0 10 2015 October
## 2484 Resort Hotel 0 34 2015 October
## 2485 Resort Hotel 0 10 2015 October
## 2486 Resort Hotel 0 73 2015 October
## 2487 Resort Hotel 0 47 2015 October
## 2488 Resort Hotel 0 47 2015 October
## 2489 Resort Hotel 0 47 2015 October
## 2490 Resort Hotel 0 5 2015 October
## 2491 Resort Hotel 0 47 2015 October
## 2492 Resort Hotel 0 47 2015 October
## 2493 Resort Hotel 0 47 2015 October
## 2494 Resort Hotel 0 47 2015 October
## 2495 Resort Hotel 0 47 2015 October
## 2496 Resort Hotel 1 33 2015 October
## 2497 Resort Hotel 0 47 2015 October
## 2498 Resort Hotel 0 47 2015 October
## 2499 Resort Hotel 0 47 2015 October
## 2500 Resort Hotel 0 47 2015 October
## 2501 Resort Hotel 0 47 2015 October
## 2502 Resort Hotel 0 47 2015 October
## 2503 Resort Hotel 0 47 2015 October
## 2504 Resort Hotel 0 47 2015 October
## 2505 Resort Hotel 0 47 2015 October
## 2506 Resort Hotel 0 124 2015 October
## 2507 Resort Hotel 0 47 2015 October
## 2508 Resort Hotel 0 47 2015 October
## 2509 Resort Hotel 0 47 2015 October
## 2510 Resort Hotel 0 3 2015 October
## 2511 Resort Hotel 0 47 2015 October
## 2512 Resort Hotel 0 86 2015 October
## 2513 Resort Hotel 0 69 2015 October
## 2514 Resort Hotel 0 75 2015 October
## 2515 Resort Hotel 0 118 2015 October
## 2516 Resort Hotel 1 125 2015 October
## 2517 Resort Hotel 0 60 2015 October
## 2518 Resort Hotel 0 0 2015 October
## 2519 Resort Hotel 0 0 2015 October
## 2520 Resort Hotel 0 0 2015 October
## 2521 Resort Hotel 0 99 2015 October
## 2522 Resort Hotel 0 12 2015 October
## 2523 Resort Hotel 0 75 2015 October
## 2524 Resort Hotel 0 22 2015 October
## 2525 Resort Hotel 1 106 2015 October
## 2526 Resort Hotel 0 40 2015 October
## 2527 Resort Hotel 0 108 2015 October
## 2528 Resort Hotel 0 75 2015 October
## 2529 Resort Hotel 0 75 2015 October
## 2530 Resort Hotel 1 197 2015 October
## 2531 Resort Hotel 0 0 2015 October
## 2532 Resort Hotel 0 121 2015 October
## 2533 Resort Hotel 1 1 2015 October
## 2534 Resort Hotel 1 19 2015 October
## 2535 Resort Hotel 1 28 2015 October
## 2536 Resort Hotel 1 92 2015 October
## 2537 Resort Hotel 1 28 2015 October
## 2538 Resort Hotel 0 19 2015 October
## 2539 Resort Hotel 0 28 2015 October
## 2540 Resort Hotel 1 19 2015 October
## 2541 Resort Hotel 0 83 2015 October
## 2542 Resort Hotel 0 40 2015 October
## 2543 Resort Hotel 0 83 2015 October
## 2544 Resort Hotel 0 54 2015 October
## 2545 Resort Hotel 0 86 2015 October
## 2546 Resort Hotel 1 145 2015 October
## 2547 Resort Hotel 1 120 2015 October
## 2548 Resort Hotel 1 118 2015 October
## 2549 Resort Hotel 1 107 2015 October
## 2550 Resort Hotel 0 34 2015 October
## 2551 Resort Hotel 0 48 2015 October
## 2552 Resort Hotel 0 92 2015 October
## 2553 Resort Hotel 0 160 2015 October
## 2554 Resort Hotel 0 21 2015 October
## 2555 Resort Hotel 1 107 2015 October
## 2556 Resort Hotel 0 21 2015 October
## 2557 Resort Hotel 1 30 2015 October
## 2558 Resort Hotel 0 92 2015 October
## 2559 Resort Hotel 0 24 2015 October
## 2560 Resort Hotel 0 36 2015 October
## 2561 Resort Hotel 0 24 2015 October
## 2562 Resort Hotel 0 47 2015 October
## 2563 Resort Hotel 0 21 2015 October
## 2564 Resort Hotel 0 21 2015 October
## 2565 Resort Hotel 0 0 2015 October
## 2566 Resort Hotel 1 3 2015 October
## 2567 Resort Hotel 0 133 2015 October
## 2568 Resort Hotel 1 122 2015 October
## 2569 Resort Hotel 0 122 2015 October
## 2570 Resort Hotel 0 92 2015 October
## 2571 Resort Hotel 1 64 2015 October
## 2572 Resort Hotel 0 120 2015 October
## 2573 Resort Hotel 0 122 2015 October
## 2574 Resort Hotel 0 122 2015 October
## 2575 Resort Hotel 0 122 2015 October
## 2576 Resort Hotel 0 122 2015 October
## 2577 Resort Hotel 0 19 2015 October
## 2578 Resort Hotel 0 24 2015 October
## 2579 Resort Hotel 0 21 2015 October
## 2580 Resort Hotel 0 21 2015 October
## 2581 Resort Hotel 0 52 2015 October
## 2582 Resort Hotel 0 61 2015 October
## 2583 Resort Hotel 0 24 2015 October
## 2584 Resort Hotel 0 24 2015 October
## 2585 Resort Hotel 0 24 2015 October
## 2586 Resort Hotel 1 29 2015 October
## 2587 Resort Hotel 1 22 2015 October
## 2588 Resort Hotel 0 24 2015 October
## 2589 Resort Hotel 0 29 2015 October
## 2590 Resort Hotel 0 4 2015 October
## 2591 Resort Hotel 0 10 2015 October
## 2592 Resort Hotel 0 0 2015 October
## 2593 Resort Hotel 0 1 2015 October
## 2594 Resort Hotel 0 30 2015 October
## 2595 Resort Hotel 0 29 2015 October
## 2596 Resort Hotel 0 11 2015 October
## 2597 Resort Hotel 0 29 2015 October
## 2598 Resort Hotel 0 0 2015 October
## 2599 Resort Hotel 0 3 2015 October
## 2600 Resort Hotel 0 29 2015 October
## 2601 Resort Hotel 0 0 2015 October
## 2602 Resort Hotel 0 93 2015 October
## 2603 Resort Hotel 0 39 2015 October
## 2604 Resort Hotel 0 93 2015 October
## 2605 Resort Hotel 0 119 2015 October
## 2606 Resort Hotel 0 119 2015 October
## 2607 Resort Hotel 0 73 2015 October
## 2608 Resort Hotel 0 51 2015 October
## 2609 Resort Hotel 1 165 2015 October
## 2610 Resort Hotel 1 165 2015 October
## 2611 Resort Hotel 0 27 2015 October
## 2612 Resort Hotel 1 165 2015 October
## 2613 Resort Hotel 1 165 2015 October
## 2614 Resort Hotel 1 52 2015 October
## 2615 Resort Hotel 0 22 2015 October
## 2616 Resort Hotel 0 72 2015 October
## 2617 Resort Hotel 0 23 2015 October
## 2618 Resort Hotel 0 13 2015 October
## 2619 Resort Hotel 0 39 2015 October
## 2620 Resort Hotel 0 163 2015 October
## 2621 Resort Hotel 0 30 2015 October
## 2622 Resort Hotel 1 7 2015 October
## 2623 Resort Hotel 0 11 2015 October
## 2624 Resort Hotel 1 111 2015 October
## 2625 Resort Hotel 0 0 2015 October
## 2626 Resort Hotel 1 148 2015 October
## 2627 Resort Hotel 1 148 2015 October
## 2628 Resort Hotel 1 148 2015 October
## 2629 Resort Hotel 1 148 2015 October
## 2630 Resort Hotel 1 148 2015 October
## 2631 Resort Hotel 1 148 2015 October
## 2632 Resort Hotel 1 148 2015 October
## 2633 Resort Hotel 1 148 2015 October
## 2634 Resort Hotel 1 148 2015 October
## 2635 Resort Hotel 1 148 2015 October
## 2636 Resort Hotel 1 148 2015 October
## 2637 Resort Hotel 1 148 2015 October
## 2638 Resort Hotel 1 148 2015 October
## 2639 Resort Hotel 1 148 2015 October
## 2640 Resort Hotel 1 148 2015 October
## 2641 Resort Hotel 1 148 2015 October
## 2642 Resort Hotel 1 148 2015 October
## 2643 Resort Hotel 1 148 2015 October
## 2644 Resort Hotel 1 53 2015 October
## 2645 Resort Hotel 1 148 2015 October
## 2646 Resort Hotel 1 148 2015 October
## 2647 Resort Hotel 1 148 2015 October
## 2648 Resort Hotel 1 148 2015 October
## 2649 Resort Hotel 1 148 2015 October
## 2650 Resort Hotel 1 148 2015 October
## 2651 Resort Hotel 1 53 2015 October
## 2652 Resort Hotel 1 148 2015 October
## 2653 Resort Hotel 1 148 2015 October
## 2654 Resort Hotel 1 148 2015 October
## 2655 Resort Hotel 1 148 2015 October
## 2656 Resort Hotel 1 148 2015 October
## 2657 Resort Hotel 1 148 2015 October
## 2658 Resort Hotel 1 148 2015 October
## 2659 Resort Hotel 1 148 2015 October
## 2660 Resort Hotel 1 148 2015 October
## 2661 Resort Hotel 1 148 2015 October
## 2662 Resort Hotel 1 148 2015 October
## 2663 Resort Hotel 1 99 2015 October
## 2664 Resort Hotel 0 3 2015 October
## 2665 Resort Hotel 1 4 2015 October
## 2666 Resort Hotel 0 9 2015 October
## 2667 Resort Hotel 1 9 2015 October
## 2668 Resort Hotel 1 4 2015 October
## 2669 Resort Hotel 0 50 2015 October
## 2670 Resort Hotel 0 5 2015 October
## 2671 Resort Hotel 0 98 2015 October
## 2672 Resort Hotel 1 110 2015 October
## 2673 Resort Hotel 0 96 2015 October
## 2674 Resort Hotel 1 40 2015 October
## 2675 Resort Hotel 1 40 2015 October
## 2676 Resort Hotel 0 50 2015 October
## 2677 Resort Hotel 0 120 2015 October
## 2678 Resort Hotel 0 9 2015 October
## 2679 Resort Hotel 0 28 2015 October
## 2680 Resort Hotel 1 148 2015 October
## 2681 Resort Hotel 1 148 2015 October
## 2682 Resort Hotel 1 148 2015 October
## 2683 Resort Hotel 1 148 2015 October
## 2684 Resort Hotel 1 148 2015 October
## 2685 Resort Hotel 0 1 2015 October
## 2686 Resort Hotel 1 16 2015 October
## 2687 Resort Hotel 0 115 2015 October
## 2688 Resort Hotel 0 62 2015 October
## 2689 Resort Hotel 0 68 2015 October
## 2690 Resort Hotel 0 62 2015 October
## 2691 Resort Hotel 0 9 2015 October
## 2692 Resort Hotel 0 35 2015 October
## 2693 Resort Hotel 0 1 2015 October
## 2694 Resort Hotel 1 51 2015 October
## 2695 Resort Hotel 1 25 2015 October
## 2696 Resort Hotel 0 60 2015 October
## 2697 Resort Hotel 1 27 2015 October
## 2698 Resort Hotel 0 24 2015 October
## 2699 Resort Hotel 1 114 2015 October
## 2700 Resort Hotel 1 114 2015 October
## 2701 Resort Hotel 1 114 2015 October
## 2702 Resort Hotel 1 114 2015 October
## 2703 Resort Hotel 1 114 2015 October
## 2704 Resort Hotel 0 3 2015 October
## 2705 Resort Hotel 0 0 2015 October
## 2706 Resort Hotel 0 0 2015 October
## 2707 Resort Hotel 0 0 2015 October
## 2708 Resort Hotel 0 0 2015 October
## 2709 Resort Hotel 1 0 2015 October
## 2710 Resort Hotel 0 3 2015 October
## 2711 Resort Hotel 0 10 2015 October
## 2712 Resort Hotel 0 0 2015 October
## 2713 Resort Hotel 0 0 2015 October
## 2714 Resort Hotel 0 10 2015 October
## 2715 Resort Hotel 0 1 2015 October
## 2716 Resort Hotel 0 34 2015 October
## 2717 Resort Hotel 0 42 2015 October
## 2718 Resort Hotel 0 3 2015 October
## 2719 Resort Hotel 0 61 2015 October
## 2720 Resort Hotel 0 0 2015 October
## 2721 Resort Hotel 0 2 2015 October
## 2722 Resort Hotel 0 19 2015 October
## 2723 Resort Hotel 0 0 2015 October
## 2724 Resort Hotel 0 49 2015 October
## 2725 Resort Hotel 0 49 2015 October
## 2726 Resort Hotel 0 49 2015 October
## 2727 Resort Hotel 0 49 2015 October
## 2728 Resort Hotel 0 0 2015 October
## 2729 Resort Hotel 0 2 2015 October
## 2730 Resort Hotel 0 1 2015 October
## 2731 Resort Hotel 0 1 2015 October
## 2732 Resort Hotel 0 2 2015 October
## 2733 Resort Hotel 0 2 2015 October
## 2734 Resort Hotel 0 3 2015 October
## 2735 Resort Hotel 1 7 2015 October
## 2736 Resort Hotel 0 3 2015 October
## 2737 Resort Hotel 0 2 2015 October
## 2738 Resort Hotel 0 3 2015 October
## 2739 Resort Hotel 0 153 2015 October
## 2740 Resort Hotel 0 153 2015 October
## 2741 Resort Hotel 1 63 2015 October
## 2742 Resort Hotel 0 153 2015 October
## 2743 Resort Hotel 0 1 2015 October
## 2744 Resort Hotel 0 2 2015 October
## 2745 Resort Hotel 0 16 2015 October
## 2746 Resort Hotel 0 1 2015 October
## 2747 Resort Hotel 0 154 2015 October
## 2748 Resort Hotel 0 154 2015 October
## 2749 Resort Hotel 0 25 2015 October
## 2750 Resort Hotel 0 3 2015 October
## 2751 Resort Hotel 0 154 2015 October
## 2752 Resort Hotel 0 13 2015 October
## 2753 Resort Hotel 0 6 2015 October
## 2754 Resort Hotel 0 1 2015 October
## 2755 Resort Hotel 0 3 2015 October
## 2756 Resort Hotel 0 3 2015 October
## 2757 Resort Hotel 0 4 2015 October
## 2758 Resort Hotel 0 11 2015 October
## 2759 Resort Hotel 0 11 2015 October
## 2760 Resort Hotel 0 154 2015 October
## 2761 Resort Hotel 0 4 2015 October
## 2762 Resort Hotel 0 45 2015 October
## 2763 Resort Hotel 0 11 2015 October
## 2764 Resort Hotel 0 7 2015 October
## 2765 Resort Hotel 0 85 2015 October
## 2766 Resort Hotel 0 4 2015 October
## 2767 Resort Hotel 0 10 2015 October
## 2768 Resort Hotel 0 12 2015 October
## 2769 Resort Hotel 0 5 2015 October
## 2770 Resort Hotel 1 155 2015 October
## 2771 Resort Hotel 1 155 2015 October
## 2772 Resort Hotel 0 155 2015 October
## 2773 Resort Hotel 1 155 2015 October
## 2774 Resort Hotel 0 155 2015 October
## 2775 Resort Hotel 1 155 2015 October
## 2776 Resort Hotel 1 155 2015 October
## 2777 Resort Hotel 0 4 2015 October
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## 2313 2 2 0 0 FB ESP Groups
## 2314 2 2 0 0 FB ESP Groups
## 2315 2 2 0 0 FB ESP Groups
## 2316 2 2 0 0 FB ESP Groups
## 2317 2 2 0 0 FB ESP Groups
## 2318 2 2 0 0 FB ESP Groups
## 2319 2 2 0 0 FB ESP Groups
## 2320 2 2 0 0 FB ESP Groups
## 2321 2 2 0 0 FB ESP Groups
## 2322 2 2 0 0 FB ESP Groups
## 2323 2 2 0 0 FB ESP Groups
## 2324 2 2 0 0 FB ESP Groups
## 2325 2 2 0 0 FB ESP Groups
## 2326 2 2 1 0 BB ESP Online TA
## 2327 2 2 0 0 BB ESP Direct
## 2328 2 2 0 0 BB DEU Online TA
## 2329 2 2 0 0 FB ESP Groups
## 2330 2 2 0 0 FB ESP Groups
## 2331 2 2 0 0 FB ESP Groups
## 2332 2 2 0 0 BB ESP Online TA
## 2333 2 2 0 0 HB ESP Offline TA/TO
## 2334 2 1 0 0 BB IRL Offline TA/TO
## 2335 2 2 0 0 BB ESP Offline TA/TO
## 2336 2 2 0 0 FB ESP Groups
## 2337 2 2 0 0 FB ESP Groups
## 2338 2 2 0 0 FB ESP Groups
## 2339 2 2 0 0 FB ESP Groups
## 2340 2 2 0 0 BB PRT Online TA
## 2341 2 2 0 0 BB ISR Direct
## 2342 2 2 0 0 BB PRT Online TA
## 2343 2 2 0 0 BB ESP Online TA
## 2344 3 2 0 0 BB GBR Online TA
## 2345 3 2 0 0 BB ESP Offline TA/TO
## 2346 5 2 0 0 HB LTU Offline TA/TO
## 2347 1 2 0 0 BB PRT Direct
## 2348 1 2 0 0 BB PRT Corporate
## 2349 1 2 0 0 BB PRT Corporate
## 2350 1 2 0 0 BB ESP Online TA
## 2351 1 2 1 0 BB PRT Corporate
## 2352 1 2 0 0 BB ESP Online TA
## 2353 1 2 0 0 HB ESP Direct
## 2354 1 2 0 0 HB ESP Online TA
## 2355 1 2 1 0 BB ESP Online TA
## 2356 1 2 0 0 BB PRT Offline TA/TO
## 2357 1 2 0 0 HB ESP Online TA
## 2358 1 2 2 0 BB CHL Online TA
## 2359 1 2 0 0 BB GBR Online TA
## 2360 1 2 2 0 BB ESP Online TA
## 2361 1 2 0 0 BB ESP Online TA
## 2362 1 2 1 0 BB ESP Direct
## 2363 1 2 0 0 HB ESP Direct
## 2364 1 2 0 0 HB ESP Online TA
## 2365 1 2 0 0 BB ESP Online TA
## 2366 1 2 0 0 BB ESP Online TA
## 2367 1 2 0 0 BB PRT Offline TA/TO
## 2368 1 2 0 0 BB ESP Direct
## 2369 5 2 0 0 BB PRT Groups
## 2370 5 2 0 0 BB PRT Groups
## 2371 5 2 0 0 BB PRT Groups
## 2372 5 2 0 0 BB PRT Groups
## 2373 5 2 0 0 BB PRT Groups
## 2374 5 2 0 0 BB PRT Groups
## 2375 5 2 0 0 BB PRT Groups
## 2376 5 2 0 0 BB PRT Groups
## 2377 5 2 0 0 BB PRT Groups
## 2378 5 2 0 0 BB PRT Groups
## 2379 5 1 0 0 BB PRT Offline TA/TO
## 2380 5 2 0 0 BB PRT Groups
## 2381 5 2 0 0 BB PRT Groups
## 2382 5 2 0 0 BB PRT Groups
## 2383 2 2 0 0 HB PRT Online TA
## 2384 6 2 0 0 BB GBR Direct
## 2385 15 2 0 0 HB BEL Direct
## 2386 0 2 0 0 BB ESP Online TA
## 2387 0 2 0 0 BB ESP Online TA
## 2388 0 2 0 0 BB ESP Online TA
## 2389 0 2 0 0 BB PRT Offline TA/TO
## 2390 0 2 0 0 BB PRT Online TA
## 2391 0 2 0 0 BB ESP Online TA
## 2392 0 2 0 0 BB PRT Direct
## 2393 0 2 0 0 BB PRT Online TA
## 2394 0 2 0 0 BB PRT Online TA
## 2395 0 1 0 0 BB PRT Offline TA/TO
## 2396 0 2 0 0 BB ESP Online TA
## 2397 0 2 0 0 BB PRT Offline TA/TO
## 2398 0 2 0 0 BB ESP Online TA
## 2399 2 1 0 0 BB PRT Online TA
## 2400 2 2 0 0 BB PRT Online TA
## 2401 2 2 0 0 BB GBR Online TA
## 2402 2 2 0 0 BB PRT Online TA
## 2403 2 1 0 0 BB PRT Online TA
## 2404 3 2 0 0 BB RUS Online TA
## 2405 3 2 0 0 BB GBR Offline TA/TO
## 2406 5 1 0 0 BB GBR Online TA
## 2407 5 2 0 0 HB PRT Online TA
## 2408 5 1 0 0 SC PRT Corporate
## 2409 0 2 0 0 BB PRT Online TA
## 2410 0 0 0 0 SC PRT Corporate
## 2411 0 2 0 0 BB PRT Corporate
## 2412 0 2 0 0 BB PRT Corporate
## 2413 0 2 0 0 BB PRT Corporate
## 2414 1 1 0 0 BB PRT Offline TA/TO
## 2415 1 2 0 0 BB ESP Online TA
## 2416 1 1 0 0 BB PRT Corporate
## 2417 5 2 0 0 BB GBR Online TA
## 2418 5 10 0 0 BB PRT Direct
## 2419 5 20 0 0 BB PRT Direct
## 2420 5 5 0 0 BB PRT Direct
## 2421 5 2 0 0 BB FRA Groups
## 2422 5 2 2 0 BB GBR Offline TA/TO
## 2423 1 1 0 0 BB PRT Online TA
## 2424 1 2 0 0 BB GBR Online TA
## 2425 1 1 0 0 BB PRT Direct
## 2426 1 2 0 0 BB ESP Online TA
## 2427 1 2 0 0 BB PRT Direct
## 2428 2 1 0 0 BB PRT Online TA
## 2429 3 2 2 0 BB PRT Online TA
## 2430 5 2 2 0 BB IRL Online TA
## 2431 6 2 0 0 BB GBR Direct
## 2432 1 2 0 0 HB FRA Direct
## 2433 1 1 0 0 BB PRT Offline TA/TO
## 2434 1 1 0 0 BB NLD Online TA
## 2435 1 2 0 0 BB PRT Online TA
## 2436 1 1 0 0 BB ESP Offline TA/TO
## 2437 1 2 0 0 BB ESP Online TA
## 2438 1 1 0 0 BB NLD Online TA
## 2439 6 2 0 0 BB GBR Online TA
## 2440 0 2 0 0 BB GBR Groups
## 2441 3 1 0 0 BB GBR Groups
## 2442 3 2 1 0 BB GBR Direct
## 2443 4 2 0 0 BB GBR Offline TA/TO
## 2444 0 2 0 0 BB PRT Online TA
## 2445 0 2 0 0 BB PRT Online TA
## 2446 0 2 0 0 BB PRT Online TA
## 2447 1 2 0 0 BB DEU Direct
## 2448 1 2 0 0 BB PRT Groups
## 2449 1 1 0 0 HB PRT Complementary
## 2450 2 2 0 0 BB GBR Groups
## 2451 2 2 0 0 BB USA Online TA
## 2452 2 1 0 0 BB GBR Online TA
## 2453 2 2 0 0 BB GBR Online TA
## 2454 2 2 0 0 BB PRT Online TA
## 2455 5 2 0 0 BB GBR Offline TA/TO
## 2456 1 2 0 0 BB PRT Direct
## 2457 1 2 0 0 BB PRT Online TA
## 2458 5 2 0 0 BB GBR Online TA
## 2459 6 2 0 0 BB PRT Online TA
## 2460 0 2 0 0 BB ESP Direct
## 2461 2 2 0 0 HB GBR Direct
## 2462 3 2 0 0 BB PRT Online TA
## 2463 3 2 0 0 BB PRT Online TA
## 2464 3 2 0 0 BB PRT Online TA
## 2465 5 2 0 0 BB GBR Offline TA/TO
## 2466 5 2 2 0 BB GBR Online TA
## 2467 5 2 0 0 HB PRT Offline TA/TO
## 2468 5 2 1 0 BB GBR Online TA
## 2469 5 2 0 0 BB GBR Offline TA/TO
## 2470 5 2 0 0 BB PRT Online TA
## 2471 5 2 0 0 BB PRT Online TA
## 2472 5 2 0 0 BB GBR Offline TA/TO
## 2473 6 2 0 0 BB IRL Online TA
## 2474 5 2 0 0 BB IRL Online TA
## 2475 0 2 0 0 BB PRT Online TA
## 2476 0 2 0 0 BB PRT Online TA
## 2477 0 1 0 0 BB PRT Corporate
## 2478 1 2 0 0 BB ESP Online TA
## 2479 1 2 0 0 BB PRT Offline TA/TO
## 2480 1 2 0 0 BB PRT Offline TA/TO
## 2481 0 2 0 0 BB PRT Direct
## 2482 1 1 0 0 BB PRT Offline TA/TO
## 2483 2 2 0 0 HB ESP Online TA
## 2484 2 2 0 0 BB ESP Online TA
## 2485 2 2 0 0 HB ESP Online TA
## 2486 3 2 0 0 BB GBR Online TA
## 2487 4 2 0 0 HB ESP Groups
## 2488 4 2 0 0 HB ESP Groups
## 2489 4 2 0 0 HB ESP Groups
## 2490 4 1 0 0 HB ESP Groups
## 2491 4 2 0 0 HB ESP Groups
## 2492 4 2 0 0 HB ESP Groups
## 2493 4 2 0 0 HB ESP Groups
## 2494 4 2 0 0 HB ESP Groups
## 2495 4 2 0 0 HB ESP Groups
## 2496 4 2 0 0 BB PRT Online TA
## 2497 4 2 0 0 HB ESP Groups
## 2498 4 2 0 0 HB ESP Groups
## 2499 4 2 0 0 HB ESP Groups
## 2500 4 2 0 0 HB ESP Groups
## 2501 4 2 0 0 HB ESP Groups
## 2502 4 2 0 0 HB ESP Groups
## 2503 4 2 0 0 HB ESP Groups
## 2504 4 2 0 0 HB ESP Groups
## 2505 4 2 0 0 HB ESP Groups
## 2506 4 2 0 0 BB IRL Online TA
## 2507 4 2 0 0 HB ESP Groups
## 2508 4 2 0 0 HB ESP Groups
## 2509 4 2 0 0 HB PRT Groups
## 2510 4 1 0 0 HB ESP Groups
## 2511 4 2 0 0 HB ESP Groups
## 2512 5 2 0 0 HB GBR Offline TA/TO
## 2513 5 2 0 0 BB GBR Offline TA/TO
## 2514 5 2 0 0 BB ESP Online TA
## 2515 8 2 0 0 HB GBR Offline TA/TO
## 2516 8 2 0 0 BB PRT Offline TA/TO
## 2517 12 2 0 0 HB GBR Offline TA/TO
## 2518 1 2 0 0 BB ESP Direct
## 2519 1 2 0 0 BB ESP Direct
## 2520 1 2 0 0 BB PRT Direct
## 2521 2 2 0 0 BB FRA Direct
## 2522 2 1 0 0 BB ESP Online TA
## 2523 5 3 0 0 BB GBR Offline TA/TO
## 2524 5 3 0 0 BB IRL Offline TA/TO
## 2525 5 2 2 0 BB PRT Direct
## 2526 5 3 0 0 HB GBR Offline TA/TO
## 2527 5 2 0 0 BB GBR Offline TA/TO
## 2528 7 2 0 0 BB GBR Offline TA/TO
## 2529 8 1 0 0 BB DEU Online TA
## 2530 9 1 0 0 BB PRT Online TA
## 2531 0 1 0 0 BB PRT Online TA
## 2532 0 1 0 0 BB PRT Online TA
## 2533 1 1 0 0 BB PRT Offline TA/TO
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## 2535 2 2 0 0 BB PRT Offline TA/TO
## 2536 2 2 2 0 BB PRT Online TA
## 2537 2 2 0 0 BB PRT Offline TA/TO
## 2538 2 2 0 0 HB FRA Offline TA/TO
## 2539 2 2 0 0 HB FRA Offline TA/TO
## 2540 2 1 0 0 HB PRT Offline TA/TO
## 2541 3 2 0 0 BB PRT Online TA
## 2542 3 2 0 0 BB IND Online TA
## 2543 3 2 0 0 BB PRT Online TA
## 2544 4 2 0 0 BB GBR Offline TA/TO
## 2545 4 2 0 0 BB ESP Online TA
## 2546 4 2 0 0 BB PRT Online TA
## 2547 4 2 1 0 BB PRT Online TA
## 2548 4 2 1 0 BB PRT Online TA
## 2549 5 2 0 0 BB PRT Online TA
## 2550 5 2 0 0 BB LUX Direct
## 2551 5 2 0 0 HB FRA Online TA
## 2552 5 2 0 0 BB GBR Online TA
## 2553 5 1 0 0 BB FIN Direct
## 2554 5 2 0 0 HB GBR Online TA
## 2555 5 2 0 0 BB PRT Online TA
## 2556 5 2 0 0 BB FRA Online TA
## 2557 4 2 0 0 BB PRT Online TA
## 2558 3 2 0 0 BB CYM Online TA
## 2559 3 2 0 0 BB GBR Online TA
## 2560 3 2 0 0 BB GBR Offline TA/TO
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## 2562 5 2 0 0 HB GBR Offline TA/TO
## 2563 5 2 0 0 BB GBR Offline TA/TO
## 2564 5 2 0 0 BB GBR Offline TA/TO
## 2565 5 2 0 0 BB GBR Offline TA/TO
## 2566 5 2 0 0 BB PRT Direct
## 2567 5 2 0 0 BB GBR Offline TA/TO
## 2568 3 1 0 0 BB PRT Online TA
## 2569 3 2 0 0 BB ESP Online TA
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## 2571 3 2 0 0 BB PRT Online TA
## 2572 3 2 0 0 BB GBR Online TA
## 2573 3 2 0 0 BB ESP Online TA
## 2574 3 1 0 0 BB ESP Online TA
## 2575 3 2 0 0 BB ESP Online TA
## 2576 3 2 0 0 BB ESP Online TA
## 2577 3 2 0 0 BB FRA Online TA
## 2578 3 1 0 0 BB BEL Online TA
## 2579 5 2 0 0 BB GBR Offline TA/TO
## 2580 5 2 0 0 BB GBR Offline TA/TO
## 2581 5 2 0 0 HB GBR Offline TA/TO
## 2582 3 2 2 0 BB ESP Online TA
## 2583 3 2 0 0 BB BEL Online TA
## 2584 3 2 0 0 BB BEL Online TA
## 2585 3 2 0 0 BB BEL Online TA
## 2586 3 2 0 0 BB PRT Direct
## 2587 3 1 0 0 BB PRT Online TA
## 2588 3 2 0 0 BB BEL Online TA
## 2589 3 2 0 0 BB PRT Direct
## 2590 1 2 0 0 BB PRT Online TA
## 2591 1 2 0 0 BB ESP Online TA
## 2592 1 2 0 0 BB PRT Direct
## 2593 2 2 0 0 BB PRT Online TA
## 2594 2 2 0 0 BB PRT Direct
## 2595 2 2 0 0 BB PRT Direct
## 2596 2 1 0 0 BB ESP Complementary
## 2597 2 2 0 0 BB ESP Direct
## 2598 2 2 0 0 BB PRT Direct
## 2599 2 2 0 0 BB PRT Online TA
## 2600 2 2 0 0 BB PRT Direct
## 2601 2 2 0 0 BB PRT Direct
## 2602 2 2 0 0 BB GBR Online TA
## 2603 2 2 0 0 BB IRL Online TA
## 2604 2 2 0 0 BB GBR Online TA
## 2605 3 2 0 0 BB GBR Offline TA/TO
## 2606 3 2 0 0 BB GBR Offline TA/TO
## 2607 4 2 0 0 BB IRL Online TA
## 2608 5 2 0 0 HB GBR Direct
## 2609 5 1 0 0 BB PRT Online TA
## 2610 5 2 0 0 BB PRT Online TA
## 2611 5 2 0 0 BB ESP Online TA
## 2612 5 2 0 0 BB PRT Online TA
## 2613 5 1 0 0 BB PRT Online TA
## 2614 5 2 0 0 HB PRT Online TA
## 2615 5 3 0 0 HB GBR Offline TA/TO
## 2616 7 2 0 0 BB GBR Offline TA/TO
## 2617 11 1 0 0 BB FIN Online TA
## 2618 2 2 0 0 BB PRT Online TA
## 2619 2 2 0 0 HB ESP Direct
## 2620 2 1 0 0 BB GBR Online TA
## 2621 2 2 0 0 BB PRT Direct
## 2622 2 2 1 0 BB PRT Direct
## 2623 2 2 0 0 BB ESP Online TA
## 2624 2 2 0 0 BB PRT Online TA
## 2625 1 1 0 0 BB PRT Direct
## 2626 1 2 0 0 BB PRT Groups
## 2627 1 2 0 0 BB PRT Groups
## 2628 1 1 0 0 BB PRT Groups
## 2629 1 1 0 0 BB PRT Groups
## 2630 1 1 0 0 BB PRT Groups
## 2631 1 2 0 0 BB PRT Groups
## 2632 1 2 0 0 BB PRT Groups
## 2633 1 2 0 0 BB PRT Groups
## 2634 1 1 0 0 BB PRT Groups
## 2635 1 1 0 0 BB PRT Groups
## 2636 1 2 0 0 BB PRT Groups
## 2637 1 2 0 0 BB PRT Groups
## 2638 1 1 0 0 BB PRT Groups
## 2639 1 1 0 0 BB PRT Groups
## 2640 1 2 0 0 BB PRT Groups
## 2641 1 2 0 0 BB PRT Groups
## 2642 1 1 0 0 BB PRT Groups
## 2643 1 1 0 0 BB PRT Groups
## 2644 1 2 0 0 BB PRT Online TA
## 2645 1 2 0 0 BB PRT Groups
## 2646 1 2 0 0 BB PRT Groups
## 2647 1 2 0 0 BB PRT Groups
## 2648 1 1 0 0 BB PRT Groups
## 2649 1 1 0 0 BB PRT Groups
## 2650 1 1 0 0 BB PRT Groups
## 2651 1 2 0 0 BB PRT Online TA
## 2652 1 2 0 0 BB PRT Groups
## 2653 1 2 0 0 BB PRT Groups
## 2654 1 2 0 0 BB PRT Groups
## 2655 1 1 0 0 BB PRT Groups
## 2656 1 1 0 0 BB PRT Groups
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## 2658 1 2 0 0 BB PRT Groups
## 2659 1 2 0 0 BB PRT Groups
## 2660 1 1 0 0 BB PRT Groups
## 2661 1 1 0 0 BB PRT Groups
## 2662 1 1 0 0 BB PRT Groups
## 2663 1 2 0 0 BB PRT Online TA
## 2664 1 2 0 0 BB GBR Online TA
## 2665 1 2 0 0 BB PRT Direct
## 2666 1 2 0 0 BB PRT Online TA
## 2667 1 2 0 0 BB PRT Offline TA/TO
## 2668 1 2 0 0 BB PRT Direct
## 2669 2 2 0 0 BB GBR Offline TA/TO
## 2670 2 2 0 0 BB GBR Offline TA/TO
## 2671 3 2 0 0 BB IRL Offline TA/TO
## 2672 1 2 0 0 BB PRT Online TA
## 2673 4 2 2 0 BB ZMB Online TA
## 2674 5 2 0 0 BB PRT Online TA
## 2675 5 2 0 0 BB PRT Online TA
## 2676 5 2 0 0 BB GBR Offline TA/TO
## 2677 6 2 0 0 BB IRL Offline TA/TO
## 2678 7 2 0 0 BB CHE Online TA
## 2679 1 2 0 0 BB PRT Direct
## 2680 1 2 0 0 BB PRT Groups
## 2681 1 2 0 0 BB PRT Groups
## 2682 1 1 0 0 BB PRT Groups
## 2683 1 1 0 0 BB PRT Groups
## 2684 1 1 0 0 BB PRT Groups
## 2685 1 2 0 0 BB PRT Online TA
## 2686 3 2 2 0 BB PRT Online TA
## 2687 4 2 0 0 BB IRL Offline TA/TO
## 2688 4 1 1 0 BB GBR Offline TA/TO
## 2689 5 2 0 0 HB GBR Offline TA/TO
## 2690 5 2 0 0 BB DEU Online TA
## 2691 5 2 1 0 BB IRL Online TA
## 2692 0 2 0 0 BB PRT Online TA
## 2693 0 2 0 0 BB PRT Online TA
## 2694 2 2 0 0 BB PRT Offline TA/TO
## 2695 2 2 0 0 BB PRT Offline TA/TO
## 2696 4 2 0 0 BB IRL Online TA
## 2697 14 1 0 0 BB PRT Corporate
## 2698 15 1 0 0 BB AUT Corporate
## 2699 16 1 0 0 BB PRT Groups
## 2700 16 1 0 0 BB PRT Groups
## 2701 16 1 0 0 BB PRT Groups
## 2702 16 1 0 0 BB PRT Groups
## 2703 16 1 0 0 BB PRT Groups
## 2704 1 2 0 0 BB PRT Online TA
## 2705 1 1 0 0 BB PRT Direct
## 2706 1 2 0 0 BB NLD Direct
## 2707 1 2 0 0 BB PRT Online TA
## 2708 1 1 0 0 BB PRT Direct
## 2709 1 2 0 0 BB PRT Groups
## 2710 2 2 0 0 BB AUT Online TA
## 2711 2 2 0 0 HB ESP Offline TA/TO
## 2712 2 2 0 0 BB AUS Online TA
## 2713 2 2 0 0 BB ESP Online TA
## 2714 2 2 0 0 HB ESP Offline TA/TO
## 2715 3 1 0 0 BB PRT Online TA
## 2716 4 2 0 0 BB IRL Online TA
## 2717 4 2 0 0 BB POL Online TA
## 2718 5 2 0 0 HB FIN Online TA
## 2719 5 2 1 0 BB PRT Offline TA/TO
## 2720 1 2 0 0 BB PRT Direct
## 2721 1 1 0 0 BB PRT Corporate
## 2722 1 2 0 0 HB PRT Online TA
## 2723 1 1 0 0 BB PRT Corporate
## 2724 5 1 0 0 HB CHE Direct
## 2725 5 1 0 0 HB FRA Direct
## 2726 5 1 0 0 HB CHE Direct
## 2727 5 1 0 0 HB CHE Direct
## 2728 1 1 0 0 BB DEU Corporate
## 2729 2 1 0 0 BB PRT Direct
## 2730 1 2 0 0 BB PRT Direct
## 2731 1 1 0 0 BB PRT Online TA
## 2732 2 1 0 0 BB USA Online TA
## 2733 2 2 0 0 BB PRT Online TA
## 2734 1 2 0 0 BB PRT Online TA
## 2735 1 1 0 0 BB PRT Corporate
## 2736 3 2 0 0 BB PRT Online TA
## 2737 3 2 0 0 BB PRT Groups
## 2738 3 2 0 0 BB PRT Online TA
## 2739 3 2 0 0 BB PRT Groups
## 2740 3 2 0 0 BB PRT Groups
## 2741 8 2 0 0 BB PRT Direct
## 2742 3 2 0 0 BB PRT Groups
## 2743 1 1 0 0 BB PRT Direct
## 2744 1 2 0 0 BB ESP Online TA
## 2745 1 2 0 0 BB PRT Direct
## 2746 2 2 0 0 BB PRT Direct
## 2747 2 2 0 0 BB PRT Groups
## 2748 2 2 0 0 BB PRT Groups
## 2749 2 2 0 0 BB USA Online TA
## 2750 2 2 0 0 BB PRT Groups
## 2751 2 2 0 0 BB PRT Groups
## 2752 2 2 0 1 BB PRT Online TA
## 2753 2 2 0 0 BB ESP Direct
## 2754 0 1 0 0 BB PRT Online TA
## 2755 2 2 0 0 BB PRT Groups
## 2756 2 2 0 0 BB PRT Direct
## 2757 2 2 0 0 BB ESP Online TA
## 2758 2 2 0 0 BB ESP Offline TA/TO
## 2759 2 2 0 0 BB ESP Offline TA/TO
## 2760 2 2 0 0 BB PRT Groups
## 2761 2 1 0 0 BB PRT Online TA
## 2762 2 2 0 0 BB CN Offline TA/TO
## 2763 2 2 0 0 BB ESP Offline TA/TO
## 2764 2 2 0 0 BB CPV Direct
## 2765 5 2 0 0 BB BEL Online TA
## 2766 6 2 0 0 BB GBR Online TA
## 2767 0 1 0 0 BB PRT Online TA
## 2768 1 2 0 0 BB PRT Online TA
## 2769 1 2 0 0 BB PRT Groups
## 2770 1 2 0 0 BB PRT Groups
## 2771 1 2 0 0 BB PRT Groups
## 2772 1 2 0 0 BB CHE Groups
## 2773 1 2 0 0 BB PRT Groups
## 2774 1 2 0 0 BB PRT Groups
## 2775 1 2 0 0 BB PRT Groups
## 2776 1 2 0 0 BB PRT Groups
## 2777 1 1 0 0 BB PRT Groups
## distribution_channel is_repeated_guest previous_cancellations
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## 2421 0 No Deposit 273 NULL 0
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## 2424 0 No Deposit 240 NULL 0
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## 2453 0 No Deposit 240 NULL 0
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## 2493 0 No Deposit NULL NULL 47
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## 2500 0 No Deposit NULL NULL 47
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## 2502 0 No Deposit NULL NULL 47
## 2503 0 No Deposit NULL NULL 47
## 2504 0 No Deposit NULL NULL 47
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## 2630 0 Non Refund NULL NULL 0
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## 2636 0 Non Refund NULL NULL 0
## 2637 0 Non Refund NULL NULL 0
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## customer_type adr required_car_parking_spaces
## 1 Transient 0.00 0
## 2 Transient 0.00 0
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## 2627 Transient 47.00 0
## 2628 Transient 39.00 0
## 2629 Transient 39.00 0
## 2630 Transient 39.00 0
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## 2632 Transient 47.00 0
## 2633 Transient 47.00 0
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## 2649 Transient 39.00 0
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## 2658 Transient 47.00 0
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## 2684 Transient 39.00 0
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## 2688 Contract 44.80 0
## 2689 Contract 69.93 0
## 2690 Transient 47.00 0
## 2691 Transient 75.00 0
## 2692 Transient 0.00 0
## 2693 Transient 54.00 1
## 2694 Contract 48.60 0
## 2695 Contract 48.60 0
## 2696 Transient 66.00 0
## 2697 Transient 36.00 0
## 2698 Transient-Party 52.20 0
## 2699 Contract 36.00 0
## 2700 Contract 36.00 0
## 2701 Contract 36.00 0
## 2702 Contract 36.00 0
## 2703 Transient 36.00 0
## 2704 Transient 43.20 0
## 2705 Transient 45.00 0
## 2706 Transient 66.00 1
## 2707 Transient 48.00 1
## 2708 Transient 45.00 0
## 2709 Transient 36.00 0
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## 2711 Transient-Party 72.50 0
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## 2713 Transient 58.00 0
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## 2716 Transient 56.00 0
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## 2718 Transient 70.20 0
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## 2721 Transient 48.00 0
## 2722 Transient 77.40 0
## 2723 Transient 48.00 0
## 2724 Transient 63.76 0
## 2725 Transient 69.76 1
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## 2728 Transient 48.00 0
## 2729 Transient 39.00 0
## 2730 Transient 48.00 1
## 2731 Transient 39.00 1
## 2732 Transient 35.10 0
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## 2735 Transient 48.00 0
## 2736 Transient 48.00 0
## 2737 Transient 42.00 1
## 2738 Transient 48.00 0
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## 2740 Transient 36.00 0
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## 2746 Transient 48.00 0
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## 2748 Transient 36.00 0
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## 2751 Transient 42.00 1
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## 2770 Transient 36.00 0
## 2771 Transient 36.00 0
## 2772 Transient 36.00 0
## 2773 Transient 36.00 0
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## total_of_special_requests reservation_status reservation_status_date
## 1 0 Check-Out 2015-07-01
## 2 0 Check-Out 2015-07-01
## 3 0 Check-Out 2015-07-02
## 4 0 Check-Out 2015-07-02
## 5 1 Check-Out 2015-07-03
## 6 1 Check-Out 2015-07-03
## 7 0 Check-Out 2015-07-03
## 8 1 Check-Out 2015-07-03
## 9 1 Canceled 2015-05-06
## 10 0 Canceled 2015-04-22
## 11 0 Canceled 2015-06-23
## 12 0 Check-Out 2015-07-05
## 13 3 Check-Out 2015-07-05
## 14 1 Check-Out 2015-07-05
## 15 0 Check-Out 2015-07-05
## 16 3 Check-Out 2015-07-05
## 17 0 Check-Out 2015-07-05
## 18 0 Check-Out 2015-07-02
## 19 0 Check-Out 2015-07-02
## 20 1 Check-Out 2015-07-05
## 21 1 Check-Out 2015-07-06
## 22 1 Check-Out 2015-07-07
## 23 1 Check-Out 2015-07-07
## 24 1 Check-Out 2015-07-07
## 25 1 Check-Out 2015-07-01
## 26 0 Check-Out 2015-07-08
## 27 0 Check-Out 2015-07-08
## 28 2 Canceled 2015-05-11
## 29 0 Check-Out 2015-07-08
## 30 1 Check-Out 2015-07-08
## 31 2 Check-Out 2015-07-15
## 32 0 Check-Out 2015-07-16
## 33 2 Canceled 2015-05-29
## 34 0 Check-Out 2015-07-08
## 35 1 Canceled 2015-05-19
## 36 1 Canceled 2015-06-19
## 37 0 Check-Out 2015-07-06
## 38 1 Check-Out 2015-07-06
## 39 0 Canceled 2015-05-23
## 40 1 Check-Out 2015-07-07
## 41 0 Canceled 2015-05-18
## 42 0 Check-Out 2015-07-07
## 43 0 Check-Out 2015-07-07
## 44 1 Check-Out 2015-07-07
## 45 2 Check-Out 2015-07-09
## 46 0 Canceled 2015-06-02
## 47 1 Check-Out 2015-07-09
## 48 2 Check-Out 2015-07-09
## 49 0 Check-Out 2015-07-09
## 50 1 Check-Out 2015-07-09
## 51 2 Check-Out 2015-07-09
## 52 0 Check-Out 2015-07-13
## 53 0 Check-Out 2015-07-16
## 54 0 Check-Out 2015-07-03
## 55 0 Check-Out 2015-07-03
## 56 2 Check-Out 2015-07-03
## 57 0 Check-Out 2015-07-03
## 58 2 Check-Out 2015-07-03
## 59 0 Check-Out 2015-07-03
## 60 1 Check-Out 2015-07-04
## 61 0 Check-Out 2015-07-04
## 62 2 Check-Out 2015-07-04
## 63 1 Check-Out 2015-07-05
## 64 0 Check-Out 2015-07-05
## 65 2 Canceled 2015-06-29
## 66 0 Check-Out 2015-07-05
## 67 0 Check-Out 2015-07-05
## 68 0 Check-Out 2015-07-05
## 69 2 Canceled 2015-06-16
## 70 2 Canceled 2015-06-18
## 71 1 Canceled 2015-07-03
## 72 1 Canceled 2015-06-12
## 73 0 Check-Out 2015-07-05
## 74 0 Check-Out 2015-07-05
## 75 0 Canceled 2015-06-09
## 76 0 Check-Out 2015-07-06
## 77 0 Canceled 2015-05-26
## 78 0 Check-Out 2015-07-07
## 79 0 Check-Out 2015-07-07
## 80 0 Check-Out 2015-07-11
## 81 0 Check-Out 2015-07-12
## 82 0 Canceled 2015-05-19
## 83 0 Check-Out 2015-07-13
## 84 1 Canceled 2015-06-09
## 85 0 Check-Out 2015-07-13
## 86 0 Check-Out 2015-07-17
## 87 1 Check-Out 2015-07-17
## 88 2 Canceled 2015-04-15
## 89 0 Check-Out 2015-07-04
## 90 2 Check-Out 2015-07-04
## 91 1 Check-Out 2015-07-04
## 92 0 Check-Out 2015-07-04
## 93 0 Check-Out 2015-07-04
## 94 2 Check-Out 2015-07-04
## 95 1 Canceled 2015-05-26
## 96 1 Canceled 2015-06-29
## 97 1 Canceled 2015-05-13
## 98 1 Check-Out 2015-07-10
## 99 2 Check-Out 2015-07-10
## 100 0 Check-Out 2015-07-10
## 101 1 Check-Out 2015-07-07
## 102 0 Check-Out 2015-07-07
## 103 2 Check-Out 2015-07-10
## 104 2 Check-Out 2015-07-10
## 105 1 Check-Out 2015-07-11
## 106 0 Canceled 2015-06-09
## 107 1 Canceled 2015-05-20
## 108 1 Canceled 2015-04-22
## 109 1 Check-Out 2015-07-11
## 110 2 Check-Out 2015-07-11
## 111 2 Check-Out 2015-07-11
## 112 2 Check-Out 2015-07-11
## 113 0 Check-Out 2015-07-11
## 114 1 Check-Out 2015-07-12
## 115 1 Canceled 2015-05-12
## 116 1 Check-Out 2015-07-12
## 117 1 Check-Out 2015-07-14
## 118 1 Check-Out 2015-07-14
## 119 1 Check-Out 2015-07-14
## 120 0 Check-Out 2015-07-05
## 121 0 Check-Out 2015-07-05
## 122 0 Canceled 2015-05-29
## 123 0 No-Show 2015-07-04
## 124 2 Canceled 2015-05-13
## 125 0 Canceled 2015-06-16
## 126 1 Check-Out 2015-07-05
## 127 0 Check-Out 2015-07-05
## 128 1 Check-Out 2015-07-06
## 129 0 Check-Out 2015-07-06
## 130 2 Check-Out 2015-07-06
## 131 1 Check-Out 2015-07-06
## 132 1 Check-Out 2015-07-06
## 133 0 Canceled 2015-07-01
## 134 0 Check-Out 2015-07-06
## 135 0 Check-Out 2015-07-06
## 136 0 Check-Out 2015-07-06
## 137 0 Check-Out 2015-07-06
## 138 0 Check-Out 2015-07-06
## 139 0 Canceled 2015-07-01
## 140 1 Check-Out 2015-07-06
## 141 0 Check-Out 2015-07-07
## 142 0 Check-Out 2015-07-07
## 143 2 Check-Out 2015-07-09
## 144 2 Check-Out 2015-07-10
## 145 0 Check-Out 2015-07-10
## 146 0 Check-Out 2015-07-10
## 147 0 Check-Out 2015-07-11
## 148 0 Check-Out 2015-07-11
## 149 0 Canceled 2015-06-17
## 150 0 Canceled 2015-05-01
## 151 1 Check-Out 2015-07-12
## 152 1 Check-Out 2015-07-12
## 153 1 Canceled 2015-03-30
## 154 0 Check-Out 2015-07-12
## 155 1 Check-Out 2015-07-14
## 156 2 Check-Out 2015-07-15
## 157 1 Check-Out 2015-07-15
## 158 0 Check-Out 2015-07-16
## 159 0 Check-Out 2015-07-19
## 160 0 Check-Out 2015-07-19
## 161 0 Check-Out 2015-07-11
## 162 2 Check-Out 2015-07-10
## 163 2 Check-Out 2015-07-10
## 164 1 Check-Out 2015-07-10
## 165 0 Check-Out 2015-07-10
## 166 2 Check-Out 2015-07-10
## 167 2 Check-Out 2015-07-10
## 168 2 Check-Out 2015-07-06
## 169 0 Check-Out 2015-07-06
## 170 0 Check-Out 2015-07-07
## 171 2 Check-Out 2015-07-08
## 172 1 Check-Out 2015-07-08
## 173 1 Check-Out 2015-07-09
## 174 0 Canceled 2015-06-03
## 175 0 Check-Out 2015-07-10
## 176 1 Check-Out 2015-07-10
## 177 0 Check-Out 2015-07-11
## 178 0 Check-Out 2015-07-11
## 179 1 Check-Out 2015-07-12
## 180 0 Check-Out 2015-07-12
## 181 0 Check-Out 2015-07-13
## 182 1 Canceled 2015-06-26
## 183 0 Check-Out 2015-07-13
## 184 1 Check-Out 2015-07-14
## 185 0 Canceled 2015-05-14
## 186 1 Check-Out 2015-07-16
## 187 1 Check-Out 2015-07-16
## 188 1 Check-Out 2015-07-16
## 189 2 Check-Out 2015-07-16
## 190 0 Check-Out 2015-07-17
## 191 0 Check-Out 2015-07-20
## 192 0 Check-Out 2015-07-20
## 193 0 Check-Out 2015-07-13
## 194 1 Canceled 2015-05-07
## 195 2 Check-Out 2015-07-10
## 196 1 Check-Out 2015-07-10
## 197 1 Check-Out 2015-07-07
## 198 1 Check-Out 2015-07-07
## 199 3 Check-Out 2015-07-08
## 200 0 Check-Out 2015-07-08
## 201 3 Check-Out 2015-07-08
## 202 1 Check-Out 2015-07-11
## 203 2 Check-Out 2015-07-11
## 204 1 Check-Out 2015-07-11
## 205 0 Check-Out 2015-07-11
## 206 0 Canceled 2015-05-28
## 207 2 Canceled 2015-04-13
## 208 0 Check-Out 2015-07-14
## 209 0 Canceled 2015-03-25
## 210 1 Check-Out 2015-07-21
## 211 1 Check-Out 2015-07-11
## 212 2 Check-Out 2015-07-12
## 213 1 Check-Out 2015-07-12
## 214 1 Canceled 2015-05-28
## 215 1 Check-Out 2015-07-12
## 216 1 Check-Out 2015-07-12
## 217 1 Canceled 2015-06-29
## 218 0 Check-Out 2015-07-09
## 219 1 Canceled 2015-07-08
## 220 1 Canceled 2015-07-08
## 221 1 Check-Out 2015-07-10
## 222 1 Canceled 2015-05-28
## 223 1 Check-Out 2015-07-14
## 224 1 Canceled 2015-04-15
## 225 1 Check-Out 2015-07-15
## 226 0 Check-Out 2015-07-15
## 227 0 Check-Out 2015-07-15
## 228 1 Check-Out 2015-07-16
## 229 3 Check-Out 2015-07-17
## 230 2 Check-Out 2015-07-17
## 231 3 Check-Out 2015-07-10
## 232 1 Check-Out 2015-07-11
## 233 0 Check-Out 2015-07-11
## 234 0 Canceled 2015-06-02
## 235 1 Canceled 2015-06-16
## 236 0 Canceled 2015-06-16
## 237 2 Check-Out 2015-07-12
## 238 0 Canceled 2015-06-23
## 239 0 Canceled 2015-06-27
## 240 1 Check-Out 2015-07-13
## 241 1 Check-Out 2015-07-14
## 242 0 Check-Out 2015-07-14
## 243 0 Check-Out 2015-07-16
## 244 0 Check-Out 2015-07-16
## 245 0 Check-Out 2015-07-16
## 246 0 Check-Out 2015-07-16
## 247 1 Check-Out 2015-07-16
## 248 2 Canceled 2015-05-13
## 249 0 Check-Out 2015-07-11
## 250 0 Check-Out 2015-07-12
## 251 1 Check-Out 2015-07-12
## 252 0 Check-Out 2015-07-12
## 253 1 Check-Out 2015-07-12
## 254 1 Check-Out 2015-07-12
## 255 1 Check-Out 2015-07-12
## 256 2 Check-Out 2015-07-12
## 257 1 Check-Out 2015-07-12
## 258 1 Check-Out 2015-07-13
## 259 1 Check-Out 2015-07-13
## 260 2 Check-Out 2015-07-13
## 261 1 Check-Out 2015-07-14
## 262 1 Check-Out 2015-07-14
## 263 0 Canceled 2015-06-29
## 264 2 Check-Out 2015-07-15
## 265 3 Check-Out 2015-07-15
## 266 0 Check-Out 2015-07-15
## 267 2 Check-Out 2015-07-17
## 268 1 Check-Out 2015-07-17
## 269 2 Check-Out 2015-07-17
## 270 2 Check-Out 2015-07-17
## 271 0 Check-Out 2015-07-17
## 272 3 Check-Out 2015-07-17
## 273 2 Check-Out 2015-07-17
## 274 0 Check-Out 2015-07-18
## 275 2 Check-Out 2015-07-19
## 276 0 Check-Out 2015-07-20
## 277 0 Check-Out 2015-07-21
## 278 0 Check-Out 2015-07-23
## 279 3 Check-Out 2015-07-17
## 280 1 Check-Out 2015-07-17
## 281 0 Canceled 2015-05-29
## 282 0 Check-Out 2015-07-16
## 283 1 Check-Out 2015-07-17
## 284 0 Canceled 2015-06-08
## 285 1 Check-Out 2015-07-17
## 286 2 Check-Out 2015-07-17
## 287 1 Check-Out 2015-07-18
## 288 1 Canceled 2015-04-22
## 289 1 Check-Out 2015-07-15
## 290 0 Check-Out 2015-07-15
## 291 0 Check-Out 2015-07-15
## 292 0 Check-Out 2015-07-12
## 293 1 Check-Out 2015-07-12
## 294 0 Check-Out 2015-07-12
## 295 1 Check-Out 2015-07-12
## 296 0 Check-Out 2015-07-13
## 297 0 Check-Out 2015-07-13
## 298 1 Check-Out 2015-07-13
## 299 0 Check-Out 2015-07-14
## 300 0 Check-Out 2015-07-14
## 301 0 Check-Out 2015-07-18
## 302 0 Check-Out 2015-07-18
## 303 2 Canceled 2015-05-19
## 304 0 Check-Out 2015-07-19
## 305 0 Check-Out 2015-07-21
## 306 1 Check-Out 2015-07-18
## 307 0 Check-Out 2015-07-18
## 308 0 Check-Out 2015-07-13
## 309 2 Check-Out 2015-07-13
## 310 2 Check-Out 2015-07-18
## 311 2 Canceled 2015-05-12
## 312 0 Check-Out 2015-07-19
## 313 1 Check-Out 2015-07-19
## 314 1 Check-Out 2015-07-12
## 315 1 Check-Out 2015-07-19
## 316 1 Canceled 2015-06-29
## 317 0 Check-Out 2015-07-19
## 318 2 Check-Out 2015-07-19
## 319 0 Check-Out 2015-07-19
## 320 0 Check-Out 2015-07-19
## 321 0 Canceled 2015-07-03
## 322 1 Check-Out 2015-07-19
## 323 2 Check-Out 2015-07-19
## 324 1 Canceled 2015-06-19
## 325 2 Check-Out 2015-07-21
## 326 1 Check-Out 2015-07-21
## 327 0 Check-Out 2015-07-23
## 328 1 Check-Out 2015-07-23
## 329 1 No-Show 2015-07-12
## 330 0 Check-Out 2015-07-19
## 331 0 Check-Out 2015-07-13
## 332 1 Check-Out 2015-07-14
## 333 0 Check-Out 2015-07-14
## 334 0 Check-Out 2015-07-14
## 335 1 Check-Out 2015-07-14
## 336 1 Check-Out 2015-07-14
## 337 0 Check-Out 2015-07-15
## 338 3 Check-Out 2015-07-15
## 339 0 Canceled 2015-06-22
## 340 0 Check-Out 2015-07-16
## 341 2 Check-Out 2015-07-16
## 342 1 Check-Out 2015-07-16
## 343 0 Check-Out 2015-07-17
## 344 0 No-Show 2015-07-12
## 345 1 Check-Out 2015-07-17
## 346 0 Check-Out 2015-07-17
## 347 0 Check-Out 2015-07-20
## 348 2 Check-Out 2015-07-20
## 349 1 Canceled 2015-05-13
## 350 0 Check-Out 2015-07-20
## 351 3 Check-Out 2015-07-15
## 352 1 Check-Out 2015-07-15
## 353 0 Check-Out 2015-07-15
## 354 3 Check-Out 2015-07-15
## 355 0 Check-Out 2015-07-15
## 356 2 Check-Out 2015-07-15
## 357 2 Check-Out 2015-07-15
## 358 0 Canceled 2015-06-18
## 359 0 Check-Out 2015-07-16
## 360 1 Check-Out 2015-07-16
## 361 0 Check-Out 2015-07-16
## 362 1 Check-Out 2015-07-16
## 363 1 Check-Out 2015-07-16
## 364 0 Check-Out 2015-07-17
## 365 0 Canceled 2015-06-24
## 366 1 Canceled 2015-03-05
## 367 2 Check-Out 2015-07-18
## 368 0 Canceled 2015-05-23
## 369 0 Check-Out 2015-07-18
## 370 1 Canceled 2015-06-22
## 371 0 Check-Out 2015-07-18
## 372 0 Canceled 2015-06-01
## 373 2 Check-Out 2015-07-18
## 374 1 Check-Out 2015-07-18
## 375 2 Canceled 2015-04-24
## 376 0 Canceled 2015-05-12
## 377 0 Check-Out 2015-07-19
## 378 2 Check-Out 2015-07-19
## 379 2 Check-Out 2015-07-20
## 380 1 Check-Out 2015-07-20
## 381 2 Check-Out 2015-07-20
## 382 1 Canceled 2015-04-15
## 383 3 Check-Out 2015-07-14
## 384 0 Check-Out 2015-07-17
## 385 0 Check-Out 2015-07-21
## 386 2 Check-Out 2015-07-22
## 387 0 Canceled 2015-07-03
## 388 0 Check-Out 2015-07-15
## 389 1 Check-Out 2015-07-15
## 390 1 Check-Out 2015-07-16
## 391 2 Canceled 2015-05-27
## 392 1 Check-Out 2015-07-18
## 393 2 Check-Out 2015-07-19
## 394 0 Check-Out 2015-07-19
## 395 1 Check-Out 2015-07-20
## 396 2 Check-Out 2015-07-20
## 397 2 Check-Out 2015-07-20
## 398 1 Canceled 2015-04-06
## 399 2 Check-Out 2015-07-21
## 400 1 Check-Out 2015-07-21
## 401 1 Canceled 2015-04-11
## 402 1 Canceled 2015-04-11
## 403 1 Check-Out 2015-07-23
## 404 0 Check-Out 2015-07-25
## 405 2 Check-Out 2015-07-28
## 406 2 Check-Out 2015-07-28
## 407 3 Check-Out 2015-07-29
## 408 0 Check-Out 2015-07-15
## 409 0 Canceled 2015-07-03
## 410 0 Canceled 2015-06-27
## 411 0 Check-Out 2015-07-21
## 412 0 Canceled 2015-06-25
## 413 0 Check-Out 2015-07-23
## 414 0 Check-Out 2015-07-17
## 415 0 Check-Out 2015-07-17
## 416 0 Check-Out 2015-07-17
## 417 0 Check-Out 2015-07-17
## 418 0 Check-Out 2015-07-17
## 419 1 Check-Out 2015-07-24
## 420 0 Check-Out 2015-07-17
## 421 0 Check-Out 2015-07-17
## 422 0 Canceled 2015-07-13
## 423 0 Check-Out 2015-07-17
## 424 0 Check-Out 2015-07-17
## 425 0 Check-Out 2015-07-17
## 426 0 Check-Out 2015-07-17
## 427 0 Check-Out 2015-07-17
## 428 0 Check-Out 2015-07-17
## 429 0 Check-Out 2015-07-17
## 430 0 Check-Out 2015-07-17
## 431 0 Check-Out 2015-07-17
## 432 0 Check-Out 2015-07-17
## 433 0 Check-Out 2015-07-17
## 434 0 Check-Out 2015-07-17
## 435 1 Canceled 2015-07-02
## 436 1 Check-Out 2015-07-18
## 437 0 Check-Out 2015-07-17
## 438 0 Canceled 2015-06-05
## 439 0 Canceled 2015-07-16
## 440 1 Check-Out 2015-07-17
## 441 0 Check-Out 2015-07-18
## 442 1 Canceled 2015-07-02
## 443 1 Check-Out 2015-07-18
## 444 1 Check-Out 2015-07-18
## 445 0 Check-Out 2015-07-19
## 446 0 Canceled 2015-07-13
## 447 0 Canceled 2015-06-19
## 448 0 Canceled 2015-06-30
## 449 1 Check-Out 2015-07-19
## 450 1 Check-Out 2015-07-21
## 451 0 Canceled 2015-07-07
## 452 1 Check-Out 2015-07-21
## 453 1 Check-Out 2015-07-20
## 454 0 Canceled 2015-06-13
## 455 1 Check-Out 2015-07-22
## 456 0 Canceled 2015-06-11
## 457 0 Check-Out 2015-07-23
## 458 0 Check-Out 2015-07-24
## 459 0 Check-Out 2015-07-30
## 460 1 Check-Out 2015-07-17
## 461 1 Check-Out 2015-07-19
## 462 2 Check-Out 2015-07-19
## 463 0 Check-Out 2015-07-19
## 464 0 Check-Out 2015-07-19
## 465 1 Canceled 2015-07-06
## 466 1 Canceled 2015-07-13
## 467 0 Check-Out 2015-07-19
## 468 1 No-Show 2015-07-17
## 469 0 Check-Out 2015-07-19
## 470 0 Check-Out 2015-07-19
## 471 0 Check-Out 2015-07-19
## 472 1 Check-Out 2015-07-19
## 473 0 No-Show 2015-07-17
## 474 1 Canceled 2015-07-04
## 475 0 Check-Out 2015-07-22
## 476 0 Check-Out 2015-07-22
## 477 0 Check-Out 2015-07-22
## 478 1 Check-Out 2015-07-22
## 479 0 Check-Out 2015-07-22
## 480 0 Check-Out 2015-07-22
## 481 1 Check-Out 2015-07-22
## 482 0 Check-Out 2015-07-22
## 483 1 Check-Out 2015-07-22
## 484 0 Check-Out 2015-07-23
## 485 0 Check-Out 2015-07-24
## 486 2 Check-Out 2015-07-24
## 487 0 Canceled 2015-06-24
## 488 3 Check-Out 2015-07-24
## 489 2 Check-Out 2015-07-24
## 490 0 Check-Out 2015-07-24
## 491 3 Check-Out 2015-07-24
## 492 2 Check-Out 2015-07-25
## 493 2 Check-Out 2015-07-25
## 494 1 Check-Out 2015-07-25
## 495 2 Check-Out 2015-07-27
## 496 3 Check-Out 2015-07-20
## 497 3 Check-Out 2015-07-20
## 498 1 Check-Out 2015-07-20
## 499 0 Check-Out 2015-07-20
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## 502 0 Canceled 2015-06-24
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## 738 2 Check-Out 2015-07-31
## 739 2 Check-Out 2015-07-31
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## 935 2 Check-Out 2015-08-07
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## 1085 1 Check-Out 2015-08-17
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## 1089 1 Check-Out 2015-08-18
## 1090 2 Check-Out 2015-08-18
## 1091 2 Check-Out 2015-08-18
## 1092 2 Canceled 2015-07-29
## 1093 2 Canceled 2015-08-11
## 1094 2 Check-Out 2015-08-14
## 1095 0 Check-Out 2015-08-15
## 1096 0 Check-Out 2015-08-15
## 1097 2 Check-Out 2015-08-15
## 1098 0 Check-Out 2015-08-15
## 1099 2 Check-Out 2015-08-15
## 1100 2 Check-Out 2015-08-16
## 1101 1 Check-Out 2015-08-16
## 1102 0 Canceled 2015-08-04
## 1103 1 Canceled 2015-06-26
## 1104 1 Check-Out 2015-08-16
## 1105 2 Check-Out 2015-08-17
## 1106 0 Canceled 2015-05-29
## 1107 0 Canceled 2015-07-31
## 1108 0 Check-Out 2015-08-18
## 1109 0 Canceled 2015-05-25
## 1110 0 Check-Out 2015-08-19
## 1111 1 Check-Out 2015-08-19
## 1112 1 Canceled 2015-06-15
## 1113 0 Check-Out 2015-08-21
## 1114 0 Canceled 2015-08-05
## 1115 1 Check-Out 2015-08-21
## 1116 0 Check-Out 2015-08-21
## 1117 2 Canceled 2015-08-05
## 1118 1 Check-Out 2015-08-17
## 1119 1 Check-Out 2015-08-19
## 1120 0 Check-Out 2015-08-19
## 1121 0 Check-Out 2015-08-19
## 1122 1 Check-Out 2015-08-19
## 1123 2 Canceled 2015-08-06
## 1124 3 Canceled 2015-06-08
## 1125 1 Canceled 2015-08-05
## 1126 1 Check-Out 2015-08-20
## 1127 1 Canceled 2015-08-05
## 1128 1 Check-Out 2015-08-20
## 1129 1 Canceled 2015-08-05
## 1130 1 Check-Out 2015-08-21
## 1131 0 Canceled 2015-06-04
## 1132 0 Check-Out 2015-08-21
## 1133 1 Check-Out 2015-08-21
## 1134 1 Check-Out 2015-08-22
## 1135 0 Canceled 2015-07-21
## 1136 0 Canceled 2015-07-08
## 1137 0 Check-Out 2015-08-22
## 1138 0 Canceled 2015-07-21
## 1139 0 Canceled 2015-06-11
## 1140 1 Check-Out 2015-08-22
## 1141 1 Canceled 2015-08-04
## 1142 0 Check-Out 2015-08-22
## 1143 0 Canceled 2015-07-25
## 1144 0 Canceled 2015-07-06
## 1145 0 Check-Out 2015-08-22
## 1146 0 Canceled 2015-06-11
## 1147 0 Canceled 2015-06-25
## 1148 0 Canceled 2015-07-03
## 1149 1 Check-Out 2015-08-29
## 1150 0 Canceled 2015-07-06
## 1151 0 Check-Out 2015-08-17
## 1152 0 Check-Out 2015-08-17
## 1153 0 Canceled 2015-08-13
## 1154 0 Check-Out 2015-08-17
## 1155 0 Check-Out 2015-08-17
## 1156 0 Canceled 2015-08-10
## 1157 0 Check-Out 2015-08-17
## 1158 0 Check-Out 2015-08-17
## 1159 0 Check-Out 2015-08-17
## 1160 1 Check-Out 2015-08-17
## 1161 0 Canceled 2015-08-10
## 1162 0 Canceled 2015-08-10
## 1163 0 Canceled 2015-08-11
## 1164 1 Canceled 2015-03-31
## 1165 1 Canceled 2015-07-27
## 1166 1 Canceled 2015-08-06
## 1167 2 Canceled 2015-08-12
## 1168 2 Canceled 2015-08-12
## 1169 1 Canceled 2015-06-15
## 1170 3 Canceled 2015-07-18
## 1171 1 Canceled 2015-06-15
## 1172 0 Canceled 2015-05-30
## 1173 0 Canceled 2015-06-15
## 1174 0 Check-Out 2015-08-25
## 1175 0 Canceled 2015-05-29
## 1176 0 Canceled 2015-07-20
## 1177 1 Canceled 2015-06-19
## 1178 2 Canceled 2015-05-01
## 1179 0 Check-Out 2015-08-22
## 1180 0 Canceled 2015-07-29
## 1181 0 Canceled 2015-04-14
## 1182 0 Canceled 2015-05-13
## 1183 3 Check-Out 2015-08-23
## 1184 2 Check-Out 2015-08-24
## 1185 0 Check-Out 2015-08-24
## 1186 1 Canceled 2015-06-19
## 1187 2 Canceled 2015-03-24
## 1188 0 Canceled 2015-05-22
## 1189 0 Check-Out 2015-08-24
## 1190 0 Check-Out 2015-08-24
## 1191 0 Canceled 2015-07-27
## 1192 1 Canceled 2015-05-12
## 1193 0 Check-Out 2015-08-24
## 1194 1 Canceled 2015-05-12
## 1195 2 Canceled 2015-08-03
## 1196 0 Canceled 2015-07-01
## 1197 1 Canceled 2015-08-07
## 1198 1 Canceled 2015-07-31
## 1199 0 Canceled 2015-08-18
## 1200 0 Check-Out 2015-08-19
## 1201 1 Check-Out 2015-08-21
## 1202 1 Canceled 2015-07-31
## 1203 0 Canceled 2015-08-01
## 1204 2 Canceled 2015-08-05
## 1205 1 Check-Out 2015-08-24
## 1206 0 Check-Out 2015-08-24
## 1207 3 Check-Out 2015-08-24
## 1208 1 Check-Out 2015-08-24
## 1209 1 Check-Out 2015-08-24
## 1210 1 Canceled 2015-05-21
## 1211 2 Check-Out 2015-08-25
## 1212 1 Check-Out 2015-08-25
## 1213 2 Check-Out 2015-08-25
## 1214 1 Check-Out 2015-08-28
## 1215 1 Check-Out 2015-08-28
## 1216 1 Check-Out 2015-08-19
## 1217 2 Check-Out 2015-08-20
## 1218 0 Check-Out 2015-08-23
## 1219 0 Canceled 2015-07-22
## 1220 2 Check-Out 2015-08-23
## 1221 0 Check-Out 2015-08-24
## 1222 2 Check-Out 2015-08-24
## 1223 0 Canceled 2015-08-03
## 1224 1 Canceled 2015-08-04
## 1225 2 Canceled 2015-08-01
## 1226 2 Canceled 2015-07-31
## 1227 1 Canceled 2015-08-04
## 1228 0 Check-Out 2015-08-28
## 1229 1 Check-Out 2015-08-28
## 1230 0 Canceled 2015-06-18
## 1231 2 Check-Out 2015-08-20
## 1232 0 Canceled 2015-08-10
## 1233 2 Check-Out 2015-08-20
## 1234 0 Check-Out 2015-08-21
## 1235 1 Check-Out 2015-08-23
## 1236 0 Check-Out 2015-08-26
## 1237 0 Canceled 2015-06-30
## 1238 0 Canceled 2015-07-15
## 1239 0 Canceled 2015-07-08
## 1240 2 Check-Out 2015-08-29
## 1241 1 Check-Out 2015-08-25
## 1242 1 Check-Out 2015-08-23
## 1243 1 Check-Out 2015-08-23
## 1244 2 Check-Out 2015-08-23
## 1245 2 Check-Out 2015-08-23
## 1246 2 Canceled 2015-08-06
## 1247 1 Canceled 2015-06-22
## 1248 1 Canceled 2015-07-17
## 1249 1 Check-Out 2015-08-25
## 1250 2 Check-Out 2015-08-26
## 1251 0 Check-Out 2015-08-26
## 1252 2 Check-Out 2015-08-26
## 1253 0 Check-Out 2015-08-26
## 1254 1 Check-Out 2015-08-27
## 1255 0 Check-Out 2015-08-27
## 1256 3 Canceled 2015-08-10
## 1257 2 Check-Out 2015-08-27
## 1258 1 Check-Out 2015-08-27
## 1259 0 Check-Out 2015-08-28
## 1260 0 Canceled 2015-07-27
## 1261 1 Check-Out 2015-08-28
## 1262 0 Check-Out 2015-08-28
## 1263 1 Check-Out 2015-08-28
## 1264 0 Canceled 2015-07-20
## 1265 3 Check-Out 2015-08-30
## 1266 1 Check-Out 2015-08-31
## 1267 0 Check-Out 2015-08-23
## 1268 0 Canceled 2015-08-19
## 1269 0 Canceled 2015-05-29
## 1270 0 Check-Out 2015-08-28
## 1271 2 Canceled 2015-03-24
## 1272 2 Check-Out 2015-08-29
## 1273 1 Check-Out 2015-08-29
## 1274 0 Canceled 2015-06-12
## 1275 1 Check-Out 2015-08-29
## 1276 0 Check-Out 2015-08-29
## 1277 0 Check-Out 2015-08-29
## 1278 0 Canceled 2015-07-09
## 1279 3 Check-Out 2015-08-29
## 1280 0 Check-Out 2015-08-29
## 1281 1 Check-Out 2015-08-29
## 1282 0 Canceled 2015-08-10
## 1283 2 Check-Out 2015-08-29
## 1284 2 Canceled 2015-06-02
## 1285 1 Check-Out 2015-08-29
## 1286 1 Check-Out 2015-08-30
## 1287 2 Canceled 2015-06-27
## 1288 0 Canceled 2015-06-12
## 1289 1 Check-Out 2015-08-26
## 1290 2 Canceled 2015-07-23
## 1291 1 Check-Out 2015-08-27
## 1292 2 Check-Out 2015-08-27
## 1293 1 Canceled 2015-08-13
## 1294 1 Check-Out 2015-08-28
## 1295 0 Check-Out 2015-08-28
## 1296 1 Check-Out 2015-08-26
## 1297 0 Check-Out 2015-08-27
## 1298 2 Canceled 2015-08-01
## 1299 0 Canceled 2015-08-23
## 1300 0 Canceled 2015-08-11
## 1301 0 Canceled 2015-07-02
## 1302 0 Check-Out 2015-08-28
## 1303 0 Canceled 2015-07-31
## 1304 0 Check-Out 2015-08-28
## 1305 1 Check-Out 2015-08-28
## 1306 0 Canceled 2015-07-23
## 1307 1 Canceled 2015-07-14
## 1308 0 Check-Out 2015-08-30
## 1309 2 Check-Out 2015-08-30
## 1310 2 Canceled 2015-07-27
## 1311 0 Check-Out 2015-08-30
## 1312 4 Canceled 2015-08-13
## 1313 1 Canceled 2015-07-21
## 1314 1 Canceled 2015-07-27
## 1315 1 Canceled 2015-07-21
## 1316 0 Canceled 2015-08-13
## 1317 2 Canceled 2015-08-18
## 1318 1 Check-Out 2015-09-06
## 1319 0 Check-Out 2015-08-25
## 1320 0 Check-Out 2015-08-25
## 1321 1 Check-Out 2015-08-25
## 1322 0 Check-Out 2015-08-25
## 1323 1 Canceled 2015-07-21
## 1324 1 Check-Out 2015-08-26
## 1325 1 Canceled 2015-08-11
## 1326 2 Check-Out 2015-08-26
## 1327 2 Canceled 2015-08-13
## 1328 2 Canceled 2015-08-22
## 1329 2 Canceled 2015-08-03
## 1330 1 Check-Out 2015-08-28
## 1331 1 Canceled 2015-06-03
## 1332 0 Check-Out 2015-08-29
## 1333 3 Check-Out 2015-08-29
## 1334 1 Canceled 2015-07-29
## 1335 2 Check-Out 2015-08-29
## 1336 1 Canceled 2015-06-30
## 1337 1 Canceled 2015-06-01
## 1338 1 Canceled 2015-06-01
## 1339 0 Check-Out 2015-09-03
## 1340 1 Canceled 2015-06-16
## 1341 1 Canceled 2015-07-29
## 1342 2 Check-Out 2015-08-28
## 1343 0 Canceled 2015-08-04
## 1344 2 Canceled 2015-07-17
## 1345 2 Canceled 2015-08-10
## 1346 0 Canceled 2015-08-10
## 1347 0 Canceled 2015-06-12
## 1348 0 Canceled 2015-05-01
## 1349 0 Canceled 2015-07-15
## 1350 0 Canceled 2015-07-20
## 1351 0 Canceled 2015-06-08
## 1352 0 Check-Out 2015-09-04
## 1353 1 Canceled 2015-06-15
## 1354 1 Canceled 2015-06-15
## 1355 0 Check-Out 2015-08-26
## 1356 0 Check-Out 2015-08-27
## 1357 1 Check-Out 2015-08-27
## 1358 0 Canceled 2015-08-25
## 1359 0 Check-Out 2015-08-27
## 1360 3 Check-Out 2015-08-30
## 1361 3 Canceled 2015-08-10
## 1362 3 Canceled 2015-08-10
## 1363 2 Canceled 2015-07-15
## 1364 0 Canceled 2015-07-10
## 1365 0 Canceled 2015-05-18
## 1366 0 Check-Out 2015-09-06
## 1367 1 Canceled 2015-08-11
## 1368 2 Check-Out 2015-08-28
## 1369 2 Check-Out 2015-08-29
## 1370 1 Check-Out 2015-08-30
## 1371 3 Canceled 2015-07-06
## 1372 1 Canceled 2015-07-02
## 1373 0 Canceled 2015-07-17
## 1374 1 Canceled 2015-08-17
## 1375 0 Check-Out 2015-08-31
## 1376 1 Canceled 2015-07-02
## 1377 2 Canceled 2015-08-03
## 1378 1 Canceled 2015-07-03
## 1379 0 Check-Out 2015-09-02
## 1380 1 Check-Out 2015-09-02
## 1381 2 Canceled 2015-05-13
## 1382 0 Check-Out 2015-09-03
## 1383 1 Canceled 2015-05-13
## 1384 2 Canceled 2015-08-14
## 1385 0 Check-Out 2015-09-03
## 1386 2 Check-Out 2015-09-03
## 1387 1 Canceled 2015-08-14
## 1388 3 Check-Out 2015-08-29
## 1389 0 Canceled 2015-08-13
## 1390 0 Canceled 2015-08-13
## 1391 0 Canceled 2015-08-13
## 1392 0 Check-Out 2015-08-30
## 1393 1 Canceled 2015-07-27
## 1394 1 Check-Out 2015-08-30
## 1395 3 Check-Out 2015-08-30
## 1396 0 Canceled 2015-07-01
## 1397 2 Check-Out 2015-08-30
## 1398 1 Check-Out 2015-08-30
## 1399 2 Check-Out 2015-08-30
## 1400 1 Check-Out 2015-08-31
## 1401 2 Canceled 2015-07-24
## 1402 0 Check-Out 2015-08-31
## 1403 0 Canceled 2015-08-24
## 1404 1 Check-Out 2015-08-31
## 1405 1 Check-Out 2015-08-31
## 1406 1 Check-Out 2015-08-31
## 1407 2 Check-Out 2015-08-31
## 1408 2 Check-Out 2015-08-31
## 1409 1 Check-Out 2015-08-29
## 1410 3 Check-Out 2015-08-30
## 1411 2 Canceled 2015-07-06
## 1412 2 Check-Out 2015-09-01
## 1413 1 Check-Out 2015-09-01
## 1414 2 Check-Out 2015-09-02
## 1415 1 Canceled 2015-08-28
## 1416 1 Canceled 2015-08-10
## 1417 1 Canceled 2015-08-13
## 1418 0 Check-Out 2015-09-03
## 1419 2 Canceled 2015-07-31
## 1420 1 Check-Out 2015-09-03
## 1421 0 Check-Out 2015-09-04
## 1422 0 Check-Out 2015-09-04
## 1423 0 Check-Out 2015-09-04
## 1424 1 Check-Out 2015-09-02
## 1425 0 Canceled 2015-08-01
## 1426 0 Check-Out 2015-09-04
## 1427 0 Canceled 2015-07-03
## 1428 0 Check-Out 2015-09-02
## 1429 2 Canceled 2015-07-06
## 1430 1 Check-Out 2015-08-31
## 1431 2 Check-Out 2015-08-31
## 1432 1 Check-Out 2015-09-01
## 1433 1 Check-Out 2015-09-01
## 1434 0 Check-Out 2015-08-30
## 1435 1 Check-Out 2015-09-02
## 1436 0 Check-Out 2015-09-02
## 1437 2 Canceled 2015-08-06
## 1438 0 Canceled 2015-08-06
## 1439 2 Check-Out 2015-09-03
## 1440 2 Check-Out 2015-09-03
## 1441 0 Check-Out 2015-09-04
## 1442 0 Canceled 2015-08-03
## 1443 0 Canceled 2015-07-31
## 1444 0 Canceled 2015-05-27
## 1445 2 Check-Out 2015-09-05
## 1446 0 Check-Out 2015-08-31
## 1447 4 Check-Out 2015-09-01
## 1448 3 Check-Out 2015-09-01
## 1449 1 Canceled 2015-08-24
## 1450 0 Check-Out 2015-09-02
## 1451 0 Check-Out 2015-09-02
## 1452 0 Check-Out 2015-09-03
## 1453 1 Check-Out 2015-09-03
## 1454 2 Check-Out 2015-09-04
## 1455 1 Check-Out 2015-09-05
## 1456 1 Check-Out 2015-09-05
## 1457 0 Canceled 2015-06-20
## 1458 2 Canceled 2015-06-16
## 1459 0 Canceled 2015-07-20
## 1460 1 Canceled 2015-08-06
## 1461 0 Check-Out 2015-09-06
## 1462 1 Check-Out 2015-09-06
## 1463 0 Canceled 2015-05-18
## 1464 0 Canceled 2015-08-14
## 1465 1 Check-Out 2015-09-01
## 1466 1 Check-Out 2015-09-02
## 1467 1 Check-Out 2015-09-02
## 1468 0 Check-Out 2015-09-02
## 1469 1 Check-Out 2015-09-03
## 1470 2 Check-Out 2015-09-03
## 1471 3 Canceled 2015-04-20
## 1472 1 Check-Out 2015-09-03
## 1473 1 No-Show 2015-08-31
## 1474 2 Canceled 2015-07-25
## 1475 1 Check-Out 2015-09-03
## 1476 2 Check-Out 2015-09-03
## 1477 0 Check-Out 2015-09-04
## 1478 0 Check-Out 2015-09-04
## 1479 2 Check-Out 2015-09-04
## 1480 0 Canceled 2015-06-17
## 1481 0 Canceled 2015-04-29
## 1482 1 Canceled 2015-07-03
## 1483 2 Check-Out 2015-09-07
## 1484 0 Check-Out 2015-09-10
## 1485 3 Check-Out 2015-09-11
## 1486 0 Canceled 2015-08-06
## 1487 1 Canceled 2015-07-22
## 1488 0 Check-Out 2015-09-04
## 1489 1 Check-Out 2015-09-04
## 1490 2 Check-Out 2015-09-04
## 1491 1 Canceled 2015-07-06
## 1492 0 Canceled 2015-07-31
## 1493 1 Canceled 2015-06-08
## 1494 0 Check-Out 2015-09-05
## 1495 2 Check-Out 2015-09-05
## 1496 2 Check-Out 2015-09-05
## 1497 0 Check-Out 2015-09-05
## 1498 0 Check-Out 2015-09-06
## 1499 0 Canceled 2015-08-21
## 1500 0 Check-Out 2015-09-03
## 1501 2 Canceled 2015-07-01
## 1502 0 Check-Out 2015-09-06
## 1503 2 Canceled 2015-07-01
## 1504 0 Check-Out 2015-09-07
## 1505 0 Check-Out 2015-09-08
## 1506 1 Canceled 2015-08-17
## 1507 1 Check-Out 2015-09-08
## 1508 2 Canceled 2015-08-10
## 1509 0 Canceled 2015-06-06
## 1510 0 Check-Out 2015-09-08
## 1511 0 Canceled 2015-07-25
## 1512 1 Check-Out 2015-09-09
## 1513 1 Check-Out 2015-09-09
## 1514 2 Canceled 2015-08-18
## 1515 0 Check-Out 2015-09-11
## 1516 2 Check-Out 2015-09-13
## 1517 0 Check-Out 2015-09-15
## 1518 0 Check-Out 2015-09-03
## 1519 3 Canceled 2015-04-20
## 1520 0 Canceled 2015-09-01
## 1521 3 Canceled 2015-04-20
## 1522 0 Check-Out 2015-09-06
## 1523 0 Check-Out 2015-09-07
## 1524 0 Check-Out 2015-09-07
## 1525 0 Check-Out 2015-09-09
## 1526 0 Canceled 2015-09-01
## 1527 0 Canceled 2015-06-26
## 1528 0 Canceled 2015-04-10
## 1529 0 Check-Out 2015-09-05
## 1530 0 Check-Out 2015-09-06
## 1531 0 Check-Out 2015-09-06
## 1532 0 Check-Out 2015-09-06
## 1533 0 Check-Out 2015-09-04
## 1534 0 Check-Out 2015-09-06
## 1535 2 Check-Out 2015-09-06
## 1536 0 Check-Out 2015-09-06
## 1537 0 Check-Out 2015-09-06
## 1538 0 Check-Out 2015-09-06
## 1539 0 Check-Out 2015-09-06
## 1540 0 Canceled 2015-01-02
## 1541 1 Check-Out 2015-09-07
## 1542 2 Check-Out 2015-09-07
## 1543 0 Check-Out 2015-09-07
## 1544 2 Check-Out 2015-09-07
## 1545 2 Check-Out 2015-09-07
## 1546 0 Canceled 2014-11-18
## 1547 2 Check-Out 2015-09-12
## 1548 0 Check-Out 2015-09-12
## 1549 3 Check-Out 2015-09-12
## 1550 1 Check-Out 2015-09-13
## 1551 0 Check-Out 2015-09-13
## 1552 1 Check-Out 2015-09-10
## 1553 1 Check-Out 2015-09-10
## 1554 0 No-Show 2015-09-03
## 1555 1 Check-Out 2015-09-17
## 1556 0 Check-Out 2015-09-05
## 1557 0 Canceled 2015-09-04
## 1558 2 Check-Out 2015-09-05
## 1559 0 Check-Out 2015-09-05
## 1560 0 Check-Out 2015-09-06
## 1561 0 Check-Out 2015-09-06
## 1562 0 Canceled 2015-06-04
## 1563 1 Check-Out 2015-09-06
## 1564 0 Canceled 2015-06-29
## 1565 1 Check-Out 2015-09-06
## 1566 0 Canceled 2015-08-06
## 1567 0 Check-Out 2015-09-07
## 1568 0 Canceled 2015-08-14
## 1569 0 Check-Out 2015-09-07
## 1570 2 Check-Out 2015-09-07
## 1571 0 Canceled 2015-08-07
## 1572 0 Check-Out 2015-09-08
## 1573 2 Check-Out 2015-09-08
## 1574 1 Check-Out 2015-09-09
## 1575 1 Check-Out 2015-09-09
## 1576 1 Canceled 2015-08-06
## 1577 0 Check-Out 2015-09-13
## 1578 0 Check-Out 2015-09-14
## 1579 0 Check-Out 2015-09-14
## 1580 2 Check-Out 2015-09-10
## 1581 0 Check-Out 2015-09-11
## 1582 0 Canceled 2015-08-28
## 1583 0 Canceled 2015-08-21
## 1584 2 Check-Out 2015-09-11
## 1585 1 Check-Out 2015-09-11
## 1586 2 Check-Out 2015-09-11
## 1587 0 Canceled 2015-06-29
## 1588 0 Canceled 2015-01-02
## 1589 0 Check-Out 2015-09-12
## 1590 1 Check-Out 2015-09-07
## 1591 0 Check-Out 2015-09-09
## 1592 0 Canceled 2015-01-02
## 1593 2 Check-Out 2015-09-12
## 1594 0 Canceled 2015-06-26
## 1595 0 Check-Out 2015-09-12
## 1596 0 Check-Out 2015-09-12
## 1597 0 No-Show 2015-09-05
## 1598 2 Canceled 2015-07-14
## 1599 0 Check-Out 2015-09-12
## 1600 1 Check-Out 2015-09-12
## 1601 0 Canceled 2015-07-13
## 1602 0 Canceled 2015-09-04
## 1603 0 Canceled 2015-09-04
## 1604 2 Canceled 2015-04-07
## 1605 1 Canceled 2015-05-01
## 1606 1 Canceled 2015-05-01
## 1607 2 Check-Out 2015-09-15
## 1608 1 Check-Out 2015-09-19
## 1609 0 Check-Out 2015-09-19
## 1610 0 Check-Out 2015-09-06
## 1611 1 Check-Out 2015-09-08
## 1612 3 Canceled 2015-05-13
## 1613 1 Check-Out 2015-09-09
## 1614 1 Check-Out 2015-09-10
## 1615 0 Canceled 2015-08-06
## 1616 1 Canceled 2015-08-25
## 1617 1 Canceled 2015-08-31
## 1618 1 Canceled 2015-06-29
## 1619 2 Canceled 2015-08-11
## 1620 0 Canceled 2015-08-18
## 1621 0 Check-Out 2015-09-11
## 1622 0 Canceled 2015-07-31
## 1623 0 Check-Out 2015-09-12
## 1624 0 Canceled 2015-08-24
## 1625 3 Canceled 2015-08-25
## 1626 0 Check-Out 2015-09-12
## 1627 3 Check-Out 2015-09-12
## 1628 0 Check-Out 2015-09-12
## 1629 2 Check-Out 2015-09-13
## 1630 0 Check-Out 2015-09-13
## 1631 1 Check-Out 2015-09-13
## 1632 1 Canceled 2015-05-23
## 1633 0 Check-Out 2015-09-13
## 1634 3 Check-Out 2015-09-13
## 1635 0 Check-Out 2015-09-13
## 1636 0 Check-Out 2015-09-13
## 1637 0 Check-Out 2015-09-13
## 1638 1 Canceled 2015-08-01
## 1639 1 Check-Out 2015-09-16
## 1640 0 Canceled 2015-06-05
## 1641 0 Check-Out 2015-09-16
## 1642 0 Check-Out 2015-09-17
## 1643 1 Check-Out 2015-09-20
## 1644 0 Canceled 2015-01-18
## 1645 0 Check-Out 2015-09-11
## 1646 2 Check-Out 2015-09-11
## 1647 0 Check-Out 2015-09-12
## 1648 1 Canceled 2015-07-21
## 1649 0 Check-Out 2015-09-12
## 1650 2 Check-Out 2015-09-12
## 1651 0 Check-Out 2015-09-13
## 1652 0 Canceled 2015-09-05
## 1653 0 Canceled 2015-06-05
## 1654 2 Canceled 2015-08-04
## 1655 2 Canceled 2015-08-27
## 1656 1 Check-Out 2015-10-23
## 1657 0 No-Show 2015-09-07
## 1658 1 Check-Out 2015-09-07
## 1659 0 Check-Out 2015-09-10
## 1660 0 Canceled 2015-01-22
## 1661 0 Canceled 2015-01-22
## 1662 0 Canceled 2015-01-22
## 1663 0 Canceled 2015-07-27
## 1664 1 Canceled 2015-08-28
## 1665 2 Canceled 2015-08-10
## 1666 1 Check-Out 2015-09-12
## 1667 0 Check-Out 2015-09-15
## 1668 0 Check-Out 2015-09-15
## 1669 0 Check-Out 2015-09-15
## 1670 0 Check-Out 2015-09-16
## 1671 0 Canceled 2015-01-01
## 1672 0 Check-Out 2015-09-15
## 1673 0 Check-Out 2015-09-22
## 1674 2 Canceled 2015-09-09
## 1675 0 Check-Out 2015-09-10
## 1676 0 Check-Out 2015-09-10
## 1677 0 Check-Out 2015-09-10
## 1678 2 Canceled 2015-09-09
## 1679 0 Canceled 2015-08-22
## 1680 2 Check-Out 2015-09-11
## 1681 0 Check-Out 2015-09-12
## 1682 0 Check-Out 2015-09-10
## 1683 2 Check-Out 2015-09-12
## 1684 0 Canceled 2015-09-09
## 1685 2 Check-Out 2015-09-15
## 1686 2 Check-Out 2015-09-15
## 1687 1 Check-Out 2015-09-16
## 1688 0 Check-Out 2015-09-16
## 1689 2 Canceled 2015-04-29
## 1690 1 Canceled 2015-07-23
## 1691 1 Canceled 2015-04-29
## 1692 2 Check-Out 2015-09-14
## 1693 0 Check-Out 2015-09-14
## 1694 1 Check-Out 2015-09-13
## 1695 1 Canceled 2015-05-22
## 1696 0 Check-Out 2015-09-14
## 1697 1 Canceled 2015-08-14
## 1698 2 Check-Out 2015-09-14
## 1699 1 Canceled 2015-05-22
## 1700 0 Canceled 2015-05-21
## 1701 1 Check-Out 2015-09-15
## 1702 1 Check-Out 2015-09-15
## 1703 0 Check-Out 2015-09-17
## 1704 0 Canceled 2015-06-11
## 1705 2 Check-Out 2015-09-11
## 1706 0 Check-Out 2015-09-11
## 1707 1 Check-Out 2015-09-12
## 1708 2 Canceled 2015-05-11
## 1709 2 Check-Out 2015-09-12
## 1710 2 Canceled 2015-08-12
## 1711 1 Check-Out 2015-09-17
## 1712 0 Canceled 2015-08-25
## 1713 0 Check-Out 2015-09-17
## 1714 0 Check-Out 2015-09-17
## 1715 0 Check-Out 2015-09-17
## 1716 1 Check-Out 2015-09-17
## 1717 0 Check-Out 2015-09-19
## 1718 1 Canceled 2015-07-15
## 1719 1 Canceled 2015-05-22
## 1720 1 Check-Out 2015-09-20
## 1721 1 Check-Out 2015-09-20
## 1722 2 Check-Out 2015-09-24
## 1723 1 Check-Out 2015-09-12
## 1724 0 Check-Out 2015-09-12
## 1725 0 Check-Out 2015-09-12
## 1726 0 Check-Out 2015-09-12
## 1727 3 Check-Out 2015-09-12
## 1728 0 Check-Out 2015-09-12
## 1729 0 Check-Out 2015-09-13
## 1730 0 Check-Out 2015-09-13
## 1731 0 Check-Out 2015-09-13
## 1732 0 Check-Out 2015-09-13
## 1733 1 Check-Out 2015-09-14
## 1734 0 Check-Out 2015-09-14
## 1735 1 Check-Out 2015-09-14
## 1736 2 Check-Out 2015-09-16
## 1737 0 Check-Out 2015-09-18
## 1738 0 Canceled 2015-07-21
## 1739 0 Check-Out 2015-09-18
## 1740 0 Canceled 2015-06-25
## 1741 0 Check-Out 2015-09-21
## 1742 1 Canceled 2015-06-23
## 1743 1 Canceled 2015-06-23
## 1744 2 Check-Out 2015-09-16
## 1745 0 Canceled 2015-08-06
## 1746 1 Canceled 2015-05-09
## 1747 1 Check-Out 2015-09-18
## 1748 2 Canceled 2015-09-08
## 1749 2 Canceled 2015-08-26
## 1750 0 Check-Out 2015-09-19
## 1751 0 Check-Out 2015-09-19
## 1752 1 Check-Out 2015-09-19
## 1753 0 Canceled 2015-01-02
## 1754 0 Check-Out 2015-09-19
## 1755 0 Check-Out 2015-09-30
## 1756 0 Check-Out 2015-09-19
## 1757 0 Check-Out 2015-09-14
## 1758 0 Canceled 2015-05-20
## 1759 1 Canceled 2015-05-09
## 1760 1 Check-Out 2015-09-17
## 1761 0 Canceled 2015-09-09
## 1762 1 Canceled 2015-08-10
## 1763 1 Check-Out 2015-09-17
## 1764 1 Canceled 2015-08-10
## 1765 2 Check-Out 2015-09-18
## 1766 0 Check-Out 2015-09-18
## 1767 0 Canceled 2015-09-04
## 1768 2 Canceled 2015-07-31
## 1769 1 Canceled 2015-05-16
## 1770 1 Check-Out 2015-09-20
## 1771 0 Check-Out 2015-09-20
## 1772 1 Check-Out 2015-09-21
## 1773 2 Check-Out 2015-09-24
## 1774 1 Check-Out 2015-09-25
## 1775 0 Check-Out 2015-09-25
## 1776 0 Canceled 2015-06-19
## 1777 0 Check-Out 2015-09-27
## 1778 0 Check-Out 2015-09-16
## 1779 2 Check-Out 2015-09-17
## 1780 2 Canceled 2015-09-03
## 1781 1 Check-Out 2015-09-19
## 1782 2 Check-Out 2015-09-19
## 1783 2 Check-Out 2015-09-19
## 1784 0 Canceled 2015-08-20
## 1785 2 Check-Out 2015-09-19
## 1786 1 Check-Out 2015-09-20
## 1787 1 Check-Out 2015-09-20
## 1788 0 Canceled 2015-07-21
## 1789 1 Check-Out 2015-09-22
## 1790 0 Check-Out 2015-09-28
## 1791 0 Check-Out 2015-10-12
## 1792 0 Check-Out 2015-09-17
## 1793 0 Check-Out 2015-09-16
## 1794 0 Canceled 2015-09-02
## 1795 0 Canceled 2015-08-17
## 1796 0 Check-Out 2015-09-20
## 1797 1 Canceled 2015-07-14
## 1798 0 Check-Out 2015-09-21
## 1799 0 Canceled 2015-08-28
## 1800 0 Canceled 2015-06-13
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## 1802 1 Check-Out 2015-09-24
## 1803 0 Check-Out 2015-09-29
## 1804 0 Canceled 2015-05-27
## 1805 0 Check-Out 2015-09-29
## 1806 1 Check-Out 2015-09-17
## 1807 1 Check-Out 2015-09-17
## 1808 2 Check-Out 2015-09-17
## 1809 0 Check-Out 2015-09-17
## 1810 0 Check-Out 2015-09-17
## 1811 1 Check-Out 2015-09-17
## 1812 0 Check-Out 2015-09-17
## 1813 1 Check-Out 2015-09-17
## 1814 0 Check-Out 2015-09-18
## 1815 2 Check-Out 2015-09-18
## 1816 1 Check-Out 2015-09-19
## 1817 1 Canceled 2015-07-15
## 1818 2 Check-Out 2015-09-19
## 1819 1 Check-Out 2015-09-19
## 1820 0 Check-Out 2015-09-19
## 1821 0 Check-Out 2015-09-19
## 1822 1 Canceled 2015-08-17
## 1823 0 Canceled 2015-05-19
## 1824 0 Check-Out 2015-09-21
## 1825 0 Check-Out 2015-09-20
## 1826 2 Check-Out 2015-09-21
## 1827 0 Check-Out 2015-09-23
## 1828 1 Check-Out 2015-09-23
## 1829 1 Canceled 2015-07-20
## 1830 1 Check-Out 2015-09-23
## 1831 0 Canceled 2015-07-31
## 1832 1 Canceled 2015-09-10
## 1833 1 Canceled 2015-06-13
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## 1835 2 Check-Out 2015-09-19
## 1836 2 Check-Out 2015-09-17
## 1837 2 Check-Out 2015-09-18
## 1838 0 Check-Out 2015-09-18
## 1839 0 Canceled 2015-09-15
## 1840 0 Check-Out 2015-09-21
## 1841 0 Check-Out 2015-09-21
## 1842 0 Check-Out 2015-09-21
## 1843 0 Check-Out 2015-09-21
## 1844 0 Check-Out 2015-09-21
## 1845 2 Check-Out 2015-09-22
## 1846 2 Canceled 2015-08-10
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## 1849 0 Check-Out 2015-09-21
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## 1852 0 Canceled 2015-08-13
## 1853 0 Check-Out 2015-09-24
## 1854 2 Check-Out 2015-09-24
## 1855 0 Check-Out 2015-09-24
## 1856 0 Check-Out 2015-10-01
## 1857 1 Check-Out 2015-10-01
## 1858 1 Check-Out 2015-09-20
## 1859 1 Check-Out 2015-09-20
## 1860 1 Check-Out 2015-09-21
## 1861 0 Canceled 2015-08-18
## 1862 0 Check-Out 2015-09-21
## 1863 0 Check-Out 2015-09-21
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## 1867 0 Canceled 2015-07-21
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## 1869 0 Check-Out 2015-09-25
## 1870 1 Canceled 2015-07-08
## 1871 0 Check-Out 2015-09-28
## 1872 0 Check-Out 2015-09-21
## 1873 2 Check-Out 2015-09-23
## 1874 2 Check-Out 2015-09-23
## 1875 1 Canceled 2015-08-17
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## 1878 0 Canceled 2015-07-24
## 1879 0 Check-Out 2015-09-24
## 1880 0 Check-Out 2015-09-26
## 1881 0 Check-Out 2015-09-26
## 1882 0 Check-Out 2015-09-26
## 1883 1 Check-Out 2015-09-26
## 1884 2 Check-Out 2015-09-26
## 1885 0 Canceled 2015-01-02
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## 1889 2 Check-Out 2015-09-29
## 1890 2 Check-Out 2015-09-29
## 1891 0 Canceled 2015-06-29
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## 1898 0 Check-Out 2015-09-27
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## 1901 0 Canceled 2015-09-18
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## 1903 0 Check-Out 2015-10-01
## 1904 1 Check-Out 2015-10-01
## 1905 0 Canceled 2015-08-18
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## 1910 0 Canceled 2015-08-18
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## 1914 0 Canceled 2015-08-18
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## 1916 1 Check-Out 2015-09-24
## 1917 1 Check-Out 2015-09-24
## 1918 0 Canceled 2015-01-02
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## 1922 1 Check-Out 2015-09-28
## 1923 0 Check-Out 2015-09-28
## 1924 1 Check-Out 2015-09-28
## 1925 0 Check-Out 2015-09-28
## 1926 0 Check-Out 2015-09-28
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## 1929 1 Check-Out 2015-10-01
## 1930 0 Check-Out 2015-10-01
## 1931 0 Check-Out 2015-10-02
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## 1937 0 Check-Out 2015-09-29
## 1938 3 Check-Out 2015-09-29
## 1939 0 Check-Out 2015-09-29
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## 1942 0 Canceled 2015-06-15
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## 1944 0 Check-Out 2015-09-24
## 1945 0 Check-Out 2015-09-24
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## 1949 1 Check-Out 2015-09-25
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## 1951 1 Canceled 2015-09-22
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## 1956 1 Check-Out 2015-10-01
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## 1959 0 Check-Out 2015-09-26
## 1960 3 Check-Out 2015-09-26
## 1961 2 Check-Out 2015-09-27
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## 1965 0 Check-Out 2015-09-29
## 1966 1 Check-Out 2015-10-01
## 1967 0 Check-Out 2015-10-01
## 1968 1 Check-Out 2015-10-04
## 1969 0 Check-Out 2015-10-08
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## 1972 1 Check-Out 2015-09-26
## 1973 0 Check-Out 2015-09-26
## 1974 1 Check-Out 2015-09-26
## 1975 0 Check-Out 2015-09-26
## 1976 1 Check-Out 2015-09-27
## 1977 1 Check-Out 2015-09-27
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## 1980 1 Check-Out 2015-09-27
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## 1983 1 Check-Out 2015-09-30
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## 1987 1 Check-Out 2015-10-02
## 1988 1 Check-Out 2015-10-02
## 1989 1 Check-Out 2015-10-03
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## 2002 1 Check-Out 2015-10-01
## 2003 1 Check-Out 2015-10-02
## 2004 0 Canceled 2015-01-02
## 2005 0 Check-Out 2015-10-03
## 2006 0 Check-Out 2015-10-03
## 2007 0 Check-Out 2015-10-03
## 2008 1 Canceled 2015-09-16
## 2009 1 Check-Out 2015-10-01
## 2010 0 Check-Out 2015-09-28
## 2011 0 Check-Out 2015-09-28
## 2012 2 Canceled 2015-08-04
## 2013 2 Check-Out 2015-10-02
## 2014 0 Check-Out 2015-10-04
## 2015 0 Check-Out 2015-10-04
## 2016 0 Check-Out 2015-10-04
## 2017 1 Check-Out 2015-10-04
## 2018 0 Canceled 2015-07-17
## 2019 0 Check-Out 2015-10-04
## 2020 0 Canceled 2015-07-20
## 2021 0 Check-Out 2015-10-04
## 2022 2 Check-Out 2015-10-04
## 2023 0 Canceled 2015-09-21
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## 2025 1 Check-Out 2015-10-09
## 2026 0 Check-Out 2015-10-11
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## 2028 2 Check-Out 2015-09-30
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## 2036 1 Canceled 2015-07-13
## 2037 1 Canceled 2015-07-13
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## 2041 2 Check-Out 2015-10-05
## 2042 0 Check-Out 2015-10-05
## 2043 2 Check-Out 2015-10-06
## 2044 0 Canceled 2015-06-02
## 2045 0 Check-Out 2015-10-10
## 2046 1 Canceled 2015-09-03
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## 2050 2 Check-Out 2015-10-06
## 2051 0 Check-Out 2015-10-03
## 2052 0 No-Show 2015-09-29
## 2053 0 Check-Out 2015-10-06
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## 2055 1 Check-Out 2015-10-06
## 2056 1 Canceled 2015-09-01
## 2057 3 Check-Out 2015-10-07
## 2058 1 Canceled 2015-09-01
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## 2060 2 Check-Out 2015-10-11
## 2061 1 Check-Out 2015-10-01
## 2062 0 Check-Out 2015-10-01
## 2063 0 Check-Out 2015-10-01
## 2064 1 Check-Out 2015-10-02
## 2065 0 Check-Out 2015-10-03
## 2066 0 Check-Out 2015-10-03
## 2067 0 Check-Out 2015-10-03
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## 2069 0 Check-Out 2015-10-03
## 2070 0 Check-Out 2015-10-03
## 2071 0 Check-Out 2015-10-03
## 2072 0 Check-Out 2015-10-03
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## 2074 0 Canceled 2015-09-28
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## 2076 1 Canceled 2015-06-15
## 2077 2 Check-Out 2015-10-06
## 2078 0 Check-Out 2015-10-07
## 2079 0 Check-Out 2015-10-07
## 2080 0 Check-Out 2015-10-07
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## 2082 1 Check-Out 2015-10-07
## 2083 2 Check-Out 2015-10-07
## 2084 0 Check-Out 2015-10-07
## 2085 1 Check-Out 2015-10-07
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## 2087 0 Check-Out 2015-10-14
## 2088 2 Check-Out 2015-10-02
## 2089 2 Canceled 2015-09-08
## 2090 2 Check-Out 2015-10-04
## 2091 1 Check-Out 2015-10-04
## 2092 2 Check-Out 2015-10-04
## 2093 2 Check-Out 2015-10-04
## 2094 1 Check-Out 2015-10-05
## 2095 3 Check-Out 2015-10-05
## 2096 1 Check-Out 2015-10-05
## 2097 0 Check-Out 2015-10-06
## 2098 1 Check-Out 2015-10-06
## 2099 0 Check-Out 2015-10-06
## 2100 0 Check-Out 2015-10-08
## 2101 1 Check-Out 2015-10-08
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## 2104 1 Check-Out 2015-10-08
## 2105 0 Check-Out 2015-10-08
## 2106 2 Check-Out 2015-10-08
## 2107 1 Check-Out 2015-10-08
## 2108 2 Check-Out 2015-10-08
## 2109 2 Check-Out 2015-10-08
## 2110 0 Canceled 2015-06-22
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## 2112 0 Check-Out 2015-10-04
## 2113 0 Check-Out 2015-10-04
## 2114 0 Check-Out 2015-10-04
## 2115 2 Check-Out 2015-10-04
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## 2120 1 Check-Out 2015-10-07
## 2121 1 Check-Out 2015-10-09
## 2122 0 Check-Out 2015-10-09
## 2123 2 Check-Out 2015-10-09
## 2124 0 Check-Out 2015-10-09
## 2125 1 Check-Out 2015-10-09
## 2126 0 Check-Out 2015-10-09
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## 2129 0 Check-Out 2015-10-09
## 2130 3 Check-Out 2015-10-10
## 2131 2 Check-Out 2015-10-10
## 2132 3 Check-Out 2015-10-10
## 2133 0 Check-Out 2015-10-04
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## 2135 0 Canceled 2015-08-12
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## 2139 0 Check-Out 2015-10-04
## 2140 0 Check-Out 2015-10-04
## 2141 0 Check-Out 2015-10-04
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## 2143 0 Canceled 2015-08-12
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## 2147 0 Check-Out 2015-10-07
## 2148 0 Check-Out 2015-10-07
## 2149 0 Check-Out 2015-10-07
## 2150 1 Check-Out 2015-10-07
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## 2152 0 Check-Out 2015-10-07
## 2153 1 Check-Out 2015-10-07
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## 2155 1 Check-Out 2015-10-10
## 2156 1 Check-Out 2015-10-06
## 2157 1 Check-Out 2015-10-06
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## 2159 0 Check-Out 2015-10-10
## 2160 0 Check-Out 2015-10-10
## 2161 0 Check-Out 2015-10-10
## 2162 0 Check-Out 2015-10-10
## 2163 2 Check-Out 2015-10-10
## 2164 0 Check-Out 2015-10-10
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## 2166 1 Check-Out 2015-10-10
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## 2168 2 Check-Out 2015-10-10
## 2169 0 Check-Out 2015-10-10
## 2170 1 Check-Out 2015-10-10
## 2171 0 Check-Out 2015-10-05
## 2172 0 Check-Out 2015-10-05
## 2173 0 Check-Out 2015-10-06
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## 2179 1 Check-Out 2015-10-11
## 2180 1 Check-Out 2015-10-14
## 2181 0 Check-Out 2015-10-15
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## 2183 0 Canceled 2015-07-17
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## 2199 1 Check-Out 2015-10-10
## 2200 1 Check-Out 2015-10-06
## 2201 1 Check-Out 2015-10-07
## 2202 1 Check-Out 2015-10-07
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## 2205 0 Check-Out 2015-10-09
## 2206 2 Check-Out 2015-10-09
## 2207 0 Check-Out 2015-10-12
## 2208 2 Check-Out 2015-10-12
## 2209 1 Check-Out 2015-10-12
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## 2211 2 Canceled 2015-08-11
## 2212 2 Canceled 2015-08-11
## 2213 2 Canceled 2015-08-11
## 2214 0 Check-Out 2015-10-15
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## 2216 0 Canceled 2015-10-05
## 2217 0 Canceled 2015-10-05
## 2218 0 Canceled 2015-10-05
## 2219 0 Check-Out 2015-10-06
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## 2222 0 Check-Out 2015-10-08
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## 2233 1 Check-Out 2015-10-13
## 2234 1 Check-Out 2015-10-13
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## 2238 3 Canceled 2015-10-05
## 2239 3 Canceled 2015-10-05
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## 2241 2 Check-Out 2015-10-09
## 2242 1 Check-Out 2015-10-09
## 2243 0 Check-Out 2015-10-08
## 2244 1 Check-Out 2015-10-08
## 2245 0 Check-Out 2015-10-08
## 2246 0 Check-Out 2015-10-11
## 2247 1 Check-Out 2015-10-09
## 2248 0 Check-Out 2015-10-14
## 2249 1 Check-Out 2015-10-14
## 2250 0 Check-Out 2015-10-14
## 2251 1 Check-Out 2015-10-14
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## 2253 1 Check-Out 2015-10-14
## 2254 1 Check-Out 2015-10-14
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## 2257 1 Check-Out 2015-10-09
## 2258 1 Check-Out 2015-10-09
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## 2260 1 Check-Out 2015-10-09
## 2261 0 Check-Out 2015-10-11
## 2262 0 Check-Out 2015-10-11
## 2263 0 Check-Out 2015-10-11
## 2264 1 Check-Out 2015-10-11
## 2265 2 Check-Out 2015-10-11
## 2266 0 Check-Out 2015-10-11
## 2267 1 Check-Out 2015-10-11
## 2268 1 Check-Out 2015-10-11
## 2269 0 Check-Out 2015-10-11
## 2270 0 Check-Out 2015-10-11
## 2271 0 Check-Out 2015-10-11
## 2272 2 Check-Out 2015-10-11
## 2273 0 Check-Out 2015-10-11
## 2274 0 Check-Out 2015-10-11
## 2275 2 No-Show 2015-10-08
## 2276 0 Check-Out 2015-10-11
## 2277 2 Check-Out 2015-10-11
## 2278 1 Check-Out 2015-10-12
## 2279 1 Check-Out 2015-10-15
## 2280 0 Canceled 2015-01-02
## 2281 1 Check-Out 2015-10-15
## 2282 0 Check-Out 2015-10-12
## 2283 1 Check-Out 2015-10-15
## 2284 0 Check-Out 2015-10-15
## 2285 1 Canceled 2015-07-07
## 2286 0 Check-Out 2015-10-20
## 2287 0 Check-Out 2015-10-10
## 2288 0 Check-Out 2015-10-10
## 2289 1 Check-Out 2015-10-10
## 2290 0 Canceled 2015-08-29
## 2291 2 Check-Out 2015-10-11
## 2292 1 Check-Out 2015-10-11
## 2293 1 Check-Out 2015-10-11
## 2294 2 Check-Out 2015-10-11
## 2295 0 Canceled 2015-07-23
## 2296 1 Canceled 2015-10-08
## 2297 1 Check-Out 2015-10-11
## 2298 0 Canceled 2015-08-14
## 2299 0 Canceled 2015-08-14
## 2300 0 Canceled 2015-08-14
## 2301 0 Canceled 2015-08-14
## 2302 0 Canceled 2015-08-14
## 2303 0 Canceled 2015-08-14
## 2304 2 Check-Out 2015-10-12
## 2305 0 Canceled 2015-08-14
## 2306 0 Canceled 2015-08-14
## 2307 1 Check-Out 2015-10-12
## 2308 1 Check-Out 2015-10-12
## 2309 2 Check-Out 2015-10-11
## 2310 2 Check-Out 2015-10-11
## 2311 1 Check-Out 2015-10-12
## 2312 1 Check-Out 2015-10-12
## 2313 0 Canceled 2015-08-14
## 2314 0 Canceled 2015-08-14
## 2315 0 Canceled 2015-08-14
## 2316 0 Canceled 2015-08-14
## 2317 0 Canceled 2015-08-14
## 2318 0 Canceled 2015-08-14
## 2319 0 Canceled 2015-08-14
## 2320 0 Canceled 2015-08-14
## 2321 0 Canceled 2015-08-14
## 2322 0 Canceled 2015-08-14
## 2323 0 Canceled 2015-08-14
## 2324 0 Canceled 2015-08-14
## 2325 0 Canceled 2015-08-14
## 2326 3 Check-Out 2015-10-12
## 2327 1 Check-Out 2015-10-12
## 2328 2 Check-Out 2015-10-12
## 2329 0 Canceled 2015-08-14
## 2330 0 Canceled 2015-08-14
## 2331 0 Canceled 2015-08-14
## 2332 2 Check-Out 2015-10-12
## 2333 0 Check-Out 2015-10-12
## 2334 0 Check-Out 2015-10-12
## 2335 0 Check-Out 2015-10-12
## 2336 0 Canceled 2015-08-14
## 2337 0 Canceled 2015-08-14
## 2338 0 Canceled 2015-08-14
## 2339 0 Canceled 2015-08-14
## 2340 2 Check-Out 2015-10-13
## 2341 0 Check-Out 2015-10-13
## 2342 2 Check-Out 2015-10-13
## 2343 2 Check-Out 2015-10-13
## 2344 1 Check-Out 2015-10-14
## 2345 0 Check-Out 2015-10-14
## 2346 0 Check-Out 2015-10-09
## 2347 0 Canceled 2015-10-09
## 2348 0 Check-Out 2015-10-11
## 2349 0 Check-Out 2015-10-11
## 2350 1 Check-Out 2015-10-11
## 2351 0 No-Show 2015-10-10
## 2352 0 Check-Out 2015-10-12
## 2353 1 Check-Out 2015-10-12
## 2354 2 Check-Out 2015-10-12
## 2355 2 Check-Out 2015-10-12
## 2356 1 Canceled 2015-09-28
## 2357 0 Check-Out 2015-10-12
## 2358 0 Check-Out 2015-10-12
## 2359 2 Check-Out 2015-10-12
## 2360 3 Check-Out 2015-10-12
## 2361 1 Check-Out 2015-10-12
## 2362 3 Check-Out 2015-10-12
## 2363 1 Check-Out 2015-10-12
## 2364 2 Check-Out 2015-10-12
## 2365 1 Check-Out 2015-10-12
## 2366 2 Check-Out 2015-10-12
## 2367 1 Canceled 2015-09-28
## 2368 1 Check-Out 2015-10-12
## 2369 0 Canceled 2015-07-08
## 2370 0 Canceled 2015-07-08
## 2371 0 Canceled 2015-07-08
## 2372 0 Canceled 2015-07-08
## 2373 0 Canceled 2015-07-08
## 2374 0 Canceled 2015-07-08
## 2375 0 Canceled 2015-07-08
## 2376 0 Canceled 2015-07-08
## 2377 0 Canceled 2015-07-08
## 2378 0 Canceled 2015-07-08
## 2379 0 Canceled 2015-05-20
## 2380 0 Canceled 2015-07-08
## 2381 0 Canceled 2015-07-08
## 2382 0 Canceled 2015-07-08
## 2383 0 Canceled 2015-05-20
## 2384 1 Check-Out 2015-10-19
## 2385 1 Check-Out 2015-10-31
## 2386 1 Check-Out 2015-10-12
## 2387 1 Check-Out 2015-10-12
## 2388 1 Check-Out 2015-10-12
## 2389 0 Check-Out 2015-10-12
## 2390 0 Canceled 2015-09-21
## 2391 1 Check-Out 2015-10-12
## 2392 0 Check-Out 2015-10-12
## 2393 1 Check-Out 2015-10-13
## 2394 2 Check-Out 2015-10-13
## 2395 0 Check-Out 2015-10-13
## 2396 0 Check-Out 2015-10-13
## 2397 0 Canceled 2015-09-28
## 2398 0 Check-Out 2015-10-12
## 2399 0 Canceled 2015-09-11
## 2400 2 Canceled 2015-09-30
## 2401 1 Check-Out 2015-10-15
## 2402 0 Canceled 2015-07-31
## 2403 0 Canceled 2015-09-11
## 2404 2 Check-Out 2015-10-16
## 2405 0 Check-Out 2015-10-16
## 2406 1 Check-Out 2015-10-18
## 2407 0 Check-Out 2015-10-18
## 2408 0 Check-Out 2015-10-11
## 2409 2 Check-Out 2015-10-12
## 2410 0 Check-Out 2015-10-12
## 2411 0 Check-Out 2015-10-13
## 2412 1 Check-Out 2015-10-13
## 2413 0 Check-Out 2015-10-13
## 2414 0 Check-Out 2015-10-14
## 2415 1 Check-Out 2015-10-14
## 2416 0 Check-Out 2015-10-14
## 2417 1 Check-Out 2015-10-18
## 2418 0 Canceled 2015-01-02
## 2419 0 Canceled 2015-01-02
## 2420 0 Canceled 2015-01-02
## 2421 0 Check-Out 2015-10-12
## 2422 0 Check-Out 2015-10-20
## 2423 1 Check-Out 2015-10-14
## 2424 0 Check-Out 2015-10-14
## 2425 0 Check-Out 2015-10-14
## 2426 1 Check-Out 2015-10-14
## 2427 0 Check-Out 2015-10-14
## 2428 1 Check-Out 2015-10-15
## 2429 0 Canceled 2015-09-30
## 2430 0 Check-Out 2015-10-20
## 2431 2 Check-Out 2015-10-21
## 2432 0 Check-Out 2015-10-15
## 2433 1 Check-Out 2015-10-15
## 2434 1 Check-Out 2015-10-15
## 2435 0 Check-Out 2015-10-15
## 2436 1 Check-Out 2015-10-15
## 2437 2 Check-Out 2015-10-15
## 2438 1 Check-Out 2015-10-15
## 2439 1 Check-Out 2015-10-22
## 2440 0 Check-Out 2015-10-15
## 2441 0 Check-Out 2015-10-18
## 2442 1 Check-Out 2015-10-19
## 2443 0 Check-Out 2015-10-21
## 2444 3 Check-Out 2015-10-16
## 2445 3 Check-Out 2015-10-16
## 2446 3 Check-Out 2015-10-16
## 2447 0 Check-Out 2015-10-17
## 2448 0 Check-Out 2015-10-17
## 2449 3 Check-Out 2015-10-17
## 2450 1 Check-Out 2015-10-18
## 2451 0 Check-Out 2015-10-18
## 2452 2 Check-Out 2015-10-19
## 2453 2 Check-Out 2015-10-19
## 2454 0 Check-Out 2015-10-20
## 2455 0 Check-Out 2015-10-23
## 2456 0 Check-Out 2015-10-18
## 2457 1 Canceled 2015-10-14
## 2458 0 Check-Out 2015-10-24
## 2459 2 Check-Out 2015-10-25
## 2460 1 Canceled 2015-09-22
## 2461 1 Check-Out 2015-10-22
## 2462 3 Canceled 2015-09-23
## 2463 3 Canceled 2015-09-23
## 2464 3 Canceled 2015-10-14
## 2465 0 Check-Out 2015-10-25
## 2466 0 Check-Out 2015-10-25
## 2467 0 Canceled 2015-07-22
## 2468 1 Check-Out 2015-10-25
## 2469 0 Check-Out 2015-10-25
## 2470 2 Canceled 2015-09-07
## 2471 2 Canceled 2015-10-08
## 2472 0 Check-Out 2015-10-25
## 2473 2 Check-Out 2015-10-28
## 2474 0 Check-Out 2015-10-27
## 2475 1 Canceled 2015-07-06
## 2476 1 Canceled 2015-07-06
## 2477 0 Check-Out 2015-10-20
## 2478 1 Check-Out 2015-10-21
## 2479 0 Check-Out 2015-10-21
## 2480 0 Check-Out 2015-10-21
## 2481 0 Check-Out 2015-10-20
## 2482 0 Check-Out 2015-10-21
## 2483 1 Check-Out 2015-10-22
## 2484 1 Check-Out 2015-10-22
## 2485 1 Check-Out 2015-10-22
## 2486 1 Check-Out 2015-10-23
## 2487 0 Check-Out 2015-10-24
## 2488 0 Check-Out 2015-10-24
## 2489 0 Check-Out 2015-10-24
## 2490 0 Check-Out 2015-10-24
## 2491 0 Check-Out 2015-10-24
## 2492 0 Check-Out 2015-10-24
## 2493 0 Check-Out 2015-10-24
## 2494 0 Check-Out 2015-10-24
## 2495 0 Check-Out 2015-10-24
## 2496 2 Canceled 2015-10-09
## 2497 0 Check-Out 2015-10-24
## 2498 0 Check-Out 2015-10-24
## 2499 0 Check-Out 2015-10-24
## 2500 0 Check-Out 2015-10-24
## 2501 0 Check-Out 2015-10-24
## 2502 0 Check-Out 2015-10-24
## 2503 0 Check-Out 2015-10-24
## 2504 0 Check-Out 2015-10-24
## 2505 0 Check-Out 2015-10-24
## 2506 0 Check-Out 2015-10-24
## 2507 0 Check-Out 2015-10-24
## 2508 0 Check-Out 2015-10-24
## 2509 0 Check-Out 2015-10-24
## 2510 0 Check-Out 2015-10-24
## 2511 0 Check-Out 2015-10-24
## 2512 0 Check-Out 2015-10-26
## 2513 0 Check-Out 2015-10-26
## 2514 1 Check-Out 2015-10-27
## 2515 1 Check-Out 2015-10-30
## 2516 0 Canceled 2015-06-23
## 2517 0 Check-Out 2015-11-05
## 2518 0 Check-Out 2015-10-21
## 2519 0 Check-Out 2015-10-21
## 2520 0 Check-Out 2015-10-21
## 2521 1 Check-Out 2015-10-22
## 2522 0 Check-Out 2015-10-22
## 2523 1 Check-Out 2015-10-25
## 2524 0 Check-Out 2015-10-25
## 2525 2 Canceled 2015-10-01
## 2526 1 Check-Out 2015-10-27
## 2527 1 Check-Out 2015-10-27
## 2528 0 Check-Out 2015-10-29
## 2529 1 Check-Out 2015-10-30
## 2530 2 Canceled 2015-04-10
## 2531 2 Check-Out 2015-10-21
## 2532 2 Check-Out 2015-10-21
## 2533 0 Canceled 2015-10-20
## 2534 0 Canceled 2015-10-02
## 2535 0 Canceled 2015-10-02
## 2536 0 Canceled 2015-10-19
## 2537 0 Canceled 2015-10-02
## 2538 0 Check-Out 2015-10-23
## 2539 0 Check-Out 2015-10-23
## 2540 0 Canceled 2015-10-02
## 2541 2 Check-Out 2015-10-24
## 2542 3 Check-Out 2015-10-24
## 2543 2 Check-Out 2015-10-24
## 2544 0 Check-Out 2015-10-25
## 2545 2 Check-Out 2015-10-25
## 2546 0 Canceled 2015-08-20
## 2547 1 Canceled 2015-06-25
## 2548 2 Canceled 2015-10-06
## 2549 1 Canceled 2015-07-10
## 2550 0 Check-Out 2015-10-28
## 2551 3 Check-Out 2015-10-28
## 2552 1 Check-Out 2015-10-28
## 2553 0 Check-Out 2015-10-28
## 2554 1 Check-Out 2015-10-28
## 2555 1 Canceled 2015-07-10
## 2556 2 Check-Out 2015-10-28
## 2557 0 Canceled 2015-10-05
## 2558 2 Check-Out 2015-10-26
## 2559 2 Check-Out 2015-10-26
## 2560 0 Check-Out 2015-10-26
## 2561 2 Check-Out 2015-10-27
## 2562 0 Check-Out 2015-10-29
## 2563 2 Check-Out 2015-10-29
## 2564 0 Check-Out 2015-10-29
## 2565 1 Check-Out 2015-10-29
## 2566 0 No-Show 2015-10-22
## 2567 1 Check-Out 2015-10-29
## 2568 2 Canceled 2015-10-20
## 2569 2 Check-Out 2015-10-26
## 2570 2 Check-Out 2015-10-26
## 2571 2 Canceled 2015-08-26
## 2572 0 Check-Out 2015-10-26
## 2573 2 Check-Out 2015-10-26
## 2574 2 Check-Out 2015-10-26
## 2575 2 Check-Out 2015-10-26
## 2576 2 Check-Out 2015-10-26
## 2577 1 Check-Out 2015-10-26
## 2578 1 Check-Out 2015-10-26
## 2579 2 Check-Out 2015-10-29
## 2580 0 Check-Out 2015-10-29
## 2581 0 Check-Out 2015-10-29
## 2582 0 Check-Out 2015-10-25
## 2583 2 Check-Out 2015-10-25
## 2584 2 Check-Out 2015-10-25
## 2585 2 Check-Out 2015-10-25
## 2586 0 Canceled 2015-10-08
## 2587 0 No-Show 2015-10-22
## 2588 2 Check-Out 2015-10-25
## 2589 0 Check-Out 2015-10-26
## 2590 1 Check-Out 2015-10-24
## 2591 2 Check-Out 2015-10-24
## 2592 1 Check-Out 2015-10-24
## 2593 1 Check-Out 2015-10-25
## 2594 0 Check-Out 2015-10-25
## 2595 2 Check-Out 2015-10-25
## 2596 1 Check-Out 2015-10-25
## 2597 2 Check-Out 2015-10-25
## 2598 0 Check-Out 2015-10-25
## 2599 1 Check-Out 2015-10-25
## 2600 1 Check-Out 2015-10-25
## 2601 0 Check-Out 2015-10-26
## 2602 1 Check-Out 2015-10-27
## 2603 0 Check-Out 2015-10-27
## 2604 1 Check-Out 2015-10-27
## 2605 1 Check-Out 2015-10-28
## 2606 1 Check-Out 2015-10-28
## 2607 1 Check-Out 2015-10-29
## 2608 0 Check-Out 2015-10-30
## 2609 2 Canceled 2015-05-18
## 2610 1 Canceled 2015-05-18
## 2611 0 Check-Out 2015-10-30
## 2612 2 Canceled 2015-05-18
## 2613 2 Canceled 2015-05-18
## 2614 2 Canceled 2015-09-02
## 2615 0 Check-Out 2015-10-30
## 2616 0 Check-Out 2015-11-03
## 2617 0 Check-Out 2015-11-07
## 2618 0 Check-Out 2015-10-25
## 2619 0 Check-Out 2015-10-25
## 2620 1 Check-Out 2015-10-26
## 2621 0 Check-Out 2015-10-26
## 2622 2 Canceled 2015-10-20
## 2623 1 Check-Out 2015-10-25
## 2624 1 Canceled 2015-07-20
## 2625 0 Check-Out 2015-10-25
## 2626 0 Canceled 2015-06-26
## 2627 0 Canceled 2015-06-26
## 2628 0 Canceled 2015-06-26
## 2629 0 Canceled 2015-06-26
## 2630 0 Canceled 2015-06-26
## 2631 0 Canceled 2015-06-26
## 2632 0 Canceled 2015-06-26
## 2633 0 Canceled 2015-06-26
## 2634 0 Canceled 2015-06-26
## 2635 0 Canceled 2015-06-26
## 2636 0 Canceled 2015-06-26
## 2637 0 Canceled 2015-06-26
## 2638 0 Canceled 2015-06-26
## 2639 0 Canceled 2015-06-26
## 2640 0 Canceled 2015-06-26
## 2641 0 Canceled 2015-06-26
## 2642 0 Canceled 2015-06-26
## 2643 0 Canceled 2015-06-26
## 2644 3 Canceled 2015-09-24
## 2645 0 Canceled 2015-06-26
## 2646 0 Canceled 2015-06-26
## 2647 0 Canceled 2015-06-26
## 2648 0 Canceled 2015-06-26
## 2649 0 Canceled 2015-06-26
## 2650 0 Canceled 2015-06-26
## 2651 3 Canceled 2015-09-24
## 2652 0 Canceled 2015-06-26
## 2653 0 Canceled 2015-06-26
## 2654 0 Canceled 2015-06-26
## 2655 0 Canceled 2015-06-26
## 2656 0 Canceled 2015-06-26
## 2657 0 Canceled 2015-06-26
## 2658 0 Canceled 2015-06-26
## 2659 0 Canceled 2015-06-26
## 2660 0 Canceled 2015-06-26
## 2661 0 Canceled 2015-06-26
## 2662 0 Canceled 2015-06-26
## 2663 2 Canceled 2015-08-26
## 2664 1 Check-Out 2015-10-26
## 2665 0 No-Show 2015-10-24
## 2666 1 Check-Out 2015-10-27
## 2667 0 Canceled 2015-10-20
## 2668 0 No-Show 2015-10-24
## 2669 0 Check-Out 2015-10-28
## 2670 0 Check-Out 2015-10-28
## 2671 0 Check-Out 2015-10-29
## 2672 1 Canceled 2015-07-07
## 2673 3 Check-Out 2015-10-30
## 2674 2 Canceled 2015-10-03
## 2675 2 Canceled 2015-10-03
## 2676 1 Check-Out 2015-10-31
## 2677 0 Check-Out 2015-11-03
## 2678 2 Check-Out 2015-11-04
## 2679 0 Check-Out 2015-10-25
## 2680 0 Canceled 2015-06-26
## 2681 0 Canceled 2015-06-26
## 2682 0 Canceled 2015-06-26
## 2683 0 Canceled 2015-06-26
## 2684 0 Canceled 2015-06-26
## 2685 3 Check-Out 2015-10-25
## 2686 0 Canceled 2015-10-10
## 2687 2 Check-Out 2015-10-31
## 2688 0 Check-Out 2015-10-31
## 2689 0 Check-Out 2015-11-01
## 2690 2 Check-Out 2015-11-01
## 2691 0 Check-Out 2015-11-02
## 2692 0 Check-Out 2015-10-26
## 2693 0 Check-Out 2015-10-27
## 2694 1 Canceled 2015-10-14
## 2695 1 Canceled 2015-10-14
## 2696 2 Check-Out 2015-10-31
## 2697 3 Canceled 2015-10-26
## 2698 0 Check-Out 2015-11-17
## 2699 0 Canceled 2015-10-10
## 2700 0 Canceled 2015-10-10
## 2701 0 Canceled 2015-10-10
## 2702 0 Canceled 2015-10-10
## 2703 0 Canceled 2015-10-10
## 2704 1 Check-Out 2015-10-28
## 2705 0 Check-Out 2015-10-28
## 2706 0 Check-Out 2015-10-28
## 2707 1 Check-Out 2015-10-28
## 2708 0 Check-Out 2015-10-28
## 2709 0 No-Show 2015-10-27
## 2710 1 Check-Out 2015-10-29
## 2711 2 Check-Out 2015-10-29
## 2712 1 Check-Out 2015-10-29
## 2713 2 Check-Out 2015-10-29
## 2714 2 Check-Out 2015-10-29
## 2715 1 Check-Out 2015-10-30
## 2716 1 Check-Out 2015-10-31
## 2717 2 Check-Out 2015-10-31
## 2718 3 Check-Out 2015-11-03
## 2719 1 Check-Out 2015-11-03
## 2720 0 Check-Out 2015-10-29
## 2721 0 Check-Out 2015-10-29
## 2722 0 Check-Out 2015-10-29
## 2723 0 Check-Out 2015-10-29
## 2724 1 Check-Out 2015-11-04
## 2725 1 Check-Out 2015-11-04
## 2726 1 Check-Out 2015-11-04
## 2727 1 Check-Out 2015-11-04
## 2728 0 Check-Out 2015-10-29
## 2729 0 Check-Out 2015-10-30
## 2730 0 Check-Out 2015-10-30
## 2731 0 Check-Out 2015-10-30
## 2732 1 Check-Out 2015-10-31
## 2733 1 Check-Out 2015-10-31
## 2734 1 Check-Out 2015-10-30
## 2735 0 Canceled 2015-10-26
## 2736 2 Check-Out 2015-11-01
## 2737 0 Check-Out 2015-11-01
## 2738 2 Check-Out 2015-11-01
## 2739 0 Check-Out 2015-11-01
## 2740 0 Check-Out 2015-11-02
## 2741 0 Canceled 2015-09-29
## 2742 0 Check-Out 2015-11-03
## 2743 1 Check-Out 2015-10-31
## 2744 2 Check-Out 2015-10-31
## 2745 0 Check-Out 2015-10-31
## 2746 0 Check-Out 2015-11-01
## 2747 0 Check-Out 2015-11-01
## 2748 0 Check-Out 2015-11-01
## 2749 0 Check-Out 2015-11-01
## 2750 1 Check-Out 2015-11-01
## 2751 0 Check-Out 2015-11-01
## 2752 3 Check-Out 2015-11-01
## 2753 0 Check-Out 2015-11-02
## 2754 0 Check-Out 2015-10-30
## 2755 1 Check-Out 2015-11-01
## 2756 1 Check-Out 2015-11-01
## 2757 1 Check-Out 2015-11-02
## 2758 1 Check-Out 2015-11-02
## 2759 1 Check-Out 2015-11-02
## 2760 0 Check-Out 2015-11-02
## 2761 0 Check-Out 2015-11-02
## 2762 1 Check-Out 2015-11-02
## 2763 1 Check-Out 2015-11-02
## 2764 0 Check-Out 2015-11-03
## 2765 1 Check-Out 2015-11-06
## 2766 0 Check-Out 2015-11-07
## 2767 0 Check-Out 2015-10-31
## 2768 1 Check-Out 2015-11-01
## 2769 0 Check-Out 2015-11-01
## 2770 0 Canceled 2015-10-26
## 2771 0 Canceled 2015-10-26
## 2772 0 Check-Out 2015-11-01
## 2773 0 Canceled 2015-10-26
## 2774 1 Check-Out 2015-11-01
## 2775 0 Canceled 2015-10-26
## 2776 0 Canceled 2015-10-29
## 2777 0 Check-Out 2015-11-01
## expected_prob.x Anomaly.x expected_prob.y Anomaly.y
## 1 94.95293 Anomaly 107.01362 Not an anomaly
## 2 94.95293 Anomaly 107.01362 Not an anomaly
## 3 94.95293 Anomaly 107.01362 Not an anomaly
## 4 94.95293 Anomaly 107.01362 Not an anomaly
## 5 94.95293 Anomaly 107.01362 Not an anomaly
## 6 94.95293 Anomaly 107.01362 Not an anomaly
## 7 94.95293 Anomaly 107.01362 Not an anomaly
## 8 94.95293 Anomaly 107.01362 Not an anomaly
## 9 94.95293 Anomaly 107.01362 Not an anomaly
## 10 94.95293 Anomaly 107.01362 Not an anomaly
## 11 94.95293 Anomaly 107.01362 Not an anomaly
## 12 94.95293 Anomaly 107.01362 Not an anomaly
## 13 94.95293 Anomaly 107.01362 Not an anomaly
## 14 94.95293 Anomaly 107.01362 Not an anomaly
## 15 94.95293 Anomaly 107.01362 Not an anomaly
## 16 94.95293 Anomaly 107.01362 Not an anomaly
## 17 94.95293 Anomaly 87.54964 Not an anomaly
## 18 94.95293 Anomaly 107.01362 Not an anomaly
## 19 94.95293 Anomaly 107.01362 Not an anomaly
## 20 94.95293 Anomaly 107.01362 Not an anomaly
## 21 94.95293 Anomaly 107.01362 Not an anomaly
## 22 94.95293 Anomaly 107.01362 Not an anomaly
## 23 94.95293 Anomaly 107.01362 Not an anomaly
## 24 94.95293 Anomaly 107.01362 Not an anomaly
## 25 94.95293 Anomaly 87.54964 Not an anomaly
## 26 94.95293 Anomaly 107.01362 Not an anomaly
## 27 94.95293 Anomaly 87.54964 Not an anomaly
## 28 94.95293 Anomaly 107.01362 Not an anomaly
## 29 94.95293 Anomaly 107.01362 Not an anomaly
## 30 94.95293 Anomaly 107.01362 Not an anomaly
## 31 94.95293 Anomaly 107.01362 Not an anomaly
## 32 94.95293 Anomaly 107.01362 Not an anomaly
## 33 94.95293 Anomaly 107.01362 Not an anomaly
## 34 94.95293 Anomaly 107.01362 Not an anomaly
## 35 94.95293 Anomaly 107.01362 Not an anomaly
## 36 94.95293 Anomaly 107.01362 Not an anomaly
## 37 94.95293 Anomaly 107.01362 Not an anomaly
## 38 94.95293 Anomaly 107.01362 Not an anomaly
## 39 94.95293 Anomaly 107.01362 Not an anomaly
## 40 94.95293 Anomaly 107.01362 Not an anomaly
## 41 94.95293 Anomaly 107.01362 Not an anomaly
## 42 94.95293 Anomaly 87.54964 Not an anomaly
## 43 94.95293 Anomaly 107.01362 Not an anomaly
## 44 94.95293 Anomaly 107.01362 Not an anomaly
## 45 94.95293 Anomaly 107.01362 Not an anomaly
## 46 94.95293 Anomaly 107.01362 Not an anomaly
## 47 94.95293 Anomaly 107.01362 Not an anomaly
## 48 94.95293 Anomaly 86.08425 Not an anomaly
## 49 94.95293 Anomaly 87.54964 Not an anomaly
## 50 94.95293 Anomaly 107.01362 Not an anomaly
## 51 94.95293 Anomaly 86.08425 Not an anomaly
## 52 94.95293 Anomaly 87.54964 Not an anomaly
## 53 94.95293 Anomaly 87.54964 Not an anomaly
## 54 94.95293 Anomaly 107.01362 Not an anomaly
## 55 94.95293 Anomaly 107.01362 Not an anomaly
## 56 94.95293 Anomaly 107.01362 Not an anomaly
## 57 94.95293 Anomaly 107.01362 Not an anomaly
## 58 94.95293 Anomaly 107.01362 Not an anomaly
## 59 94.95293 Anomaly 107.01362 Not an anomaly
## 60 94.95293 Anomaly 107.01362 Not an anomaly
## 61 94.95293 Anomaly 107.01362 Not an anomaly
## 62 94.95293 Anomaly 107.01362 Not an anomaly
## 63 94.95293 Anomaly 107.01362 Not an anomaly
## 64 94.95293 Anomaly 87.54964 Not an anomaly
## 65 94.95293 Anomaly 107.01362 Not an anomaly
## 66 94.95293 Anomaly 107.01362 Not an anomaly
## 67 94.95293 Anomaly 107.01362 Not an anomaly
## 68 94.95293 Anomaly 107.01362 Not an anomaly
## 69 94.95293 Anomaly 107.01362 Not an anomaly
## 70 94.95293 Anomaly 107.01362 Not an anomaly
## 71 94.95293 Anomaly 107.01362 Not an anomaly
## 72 94.95293 Anomaly 107.01362 Not an anomaly
## 73 94.95293 Anomaly 107.01362 Not an anomaly
## 74 94.95293 Anomaly 107.01362 Not an anomaly
## 75 94.95293 Anomaly 107.01362 Not an anomaly
## 76 94.95293 Anomaly 107.01362 Not an anomaly
## 77 94.95293 Anomaly 107.01362 Not an anomaly
## 78 94.95293 Anomaly 107.01362 Not an anomaly
## 79 94.95293 Anomaly 107.01362 Not an anomaly
## 80 94.95293 Anomaly 107.01362 Not an anomaly
## 81 94.95293 Anomaly 87.54964 Not an anomaly
## 82 94.95293 Anomaly 87.54964 Not an anomaly
## 83 94.95293 Anomaly 87.54964 Not an anomaly
## 84 94.95293 Anomaly 107.01362 Not an anomaly
## 85 94.95293 Anomaly 87.54964 Not an anomaly
## 86 94.95293 Anomaly 87.54964 Not an anomaly
## 87 94.95293 Anomaly 107.01362 Not an anomaly
## 88 94.95293 Anomaly 107.01362 Not an anomaly
## 89 94.95293 Anomaly 107.01362 Not an anomaly
## 90 94.95293 Anomaly 107.01362 Not an anomaly
## 91 94.95293 Anomaly 107.01362 Not an anomaly
## 92 94.95293 Anomaly 107.01362 Not an anomaly
## 93 94.95293 Anomaly 107.01362 Not an anomaly
## 94 94.95293 Anomaly 107.01362 Not an anomaly
## 95 94.95293 Anomaly 107.01362 Not an anomaly
## 96 94.95293 Anomaly 107.01362 Not an anomaly
## 97 94.95293 Anomaly 107.01362 Not an anomaly
## 98 94.95293 Anomaly 107.01362 Not an anomaly
## 99 94.95293 Anomaly 107.01362 Not an anomaly
## 100 94.95293 Anomaly 107.01362 Not an anomaly
## 101 94.95293 Anomaly 107.01362 Not an anomaly
## 102 94.95293 Anomaly 107.01362 Not an anomaly
## 103 94.95293 Anomaly 107.01362 Not an anomaly
## 104 94.95293 Anomaly 107.01362 Not an anomaly
## 105 94.95293 Anomaly 107.01362 Not an anomaly
## 106 94.95293 Anomaly 107.01362 Not an anomaly
## 107 94.95293 Anomaly 107.01362 Not an anomaly
## 108 94.95293 Anomaly 107.01362 Not an anomaly
## 109 94.95293 Anomaly 107.01362 Not an anomaly
## 110 94.95293 Anomaly 107.01362 Not an anomaly
## 111 94.95293 Anomaly 107.01362 Not an anomaly
## 112 94.95293 Anomaly 107.01362 Not an anomaly
## 113 94.95293 Anomaly 107.01362 Not an anomaly
## 114 94.95293 Anomaly 107.01362 Not an anomaly
## 115 94.95293 Anomaly 107.01362 Not an anomaly
## 116 94.95293 Anomaly 107.01362 Not an anomaly
## 117 94.95293 Anomaly 87.54964 Not an anomaly
## 118 94.95293 Anomaly 87.54964 Not an anomaly
## 119 94.95293 Anomaly 107.01362 Not an anomaly
## 120 94.95293 Anomaly 107.01362 Not an anomaly
## 121 94.95293 Anomaly 87.54964 Not an anomaly
## 122 94.95293 Anomaly 107.01362 Not an anomaly
## 123 94.95293 Anomaly 107.01362 Not an anomaly
## 124 94.95293 Anomaly 107.01362 Not an anomaly
## 125 94.95293 Anomaly 107.01362 Not an anomaly
## 126 94.95293 Anomaly 107.01362 Not an anomaly
## 127 94.95293 Anomaly 107.01362 Not an anomaly
## 128 94.95293 Anomaly 86.08425 Not an anomaly
## 129 94.95293 Anomaly 107.01362 Not an anomaly
## 130 94.95293 Anomaly 86.08425 Not an anomaly
## 131 94.95293 Anomaly 86.08425 Not an anomaly
## 132 94.95293 Anomaly 107.01362 Not an anomaly
## 133 94.95293 Anomaly 107.01362 Not an anomaly
## 134 94.95293 Anomaly 107.01362 Not an anomaly
## 135 94.95293 Anomaly 107.01362 Not an anomaly
## 136 94.95293 Anomaly 107.01362 Not an anomaly
## 137 94.95293 Anomaly 107.01362 Not an anomaly
## 138 94.95293 Anomaly 107.01362 Not an anomaly
## 139 94.95293 Anomaly 107.01362 Not an anomaly
## 140 94.95293 Anomaly 107.01362 Not an anomaly
## 141 94.95293 Anomaly 107.01362 Not an anomaly
## 142 94.95293 Anomaly 107.01362 Not an anomaly
## 143 94.95293 Anomaly 107.01362 Not an anomaly
## 144 94.95293 Anomaly 107.01362 Not an anomaly
## 145 94.95293 Anomaly 107.01362 Not an anomaly
## 146 94.95293 Anomaly 107.01362 Not an anomaly
## 147 94.95293 Anomaly 107.01362 Not an anomaly
## 148 94.95293 Anomaly 107.01362 Not an anomaly
## 149 94.95293 Anomaly 107.01362 Not an anomaly
## 150 94.95293 Anomaly 107.01362 Not an anomaly
## 151 94.95293 Anomaly 107.01362 Not an anomaly
## 152 94.95293 Anomaly 107.01362 Not an anomaly
## 153 94.95293 Anomaly 107.01362 Not an anomaly
## 154 94.95293 Anomaly 107.01362 Not an anomaly
## 155 94.95293 Anomaly 107.01362 Not an anomaly
## 156 94.95293 Anomaly 107.01362 Not an anomaly
## 157 94.95293 Anomaly 107.01362 Not an anomaly
## 158 94.95293 Anomaly 87.54964 Not an anomaly
## 159 94.95293 Anomaly 87.54964 Not an anomaly
## 160 94.95293 Anomaly 87.54964 Not an anomaly
## 161 94.95293 Anomaly 107.01362 Not an anomaly
## 162 94.95293 Anomaly 107.01362 Not an anomaly
## 163 94.95293 Anomaly 107.01362 Not an anomaly
## 164 94.95293 Anomaly 107.01362 Not an anomaly
## 165 94.95293 Anomaly 107.01362 Not an anomaly
## 166 94.95293 Anomaly 107.01362 Not an anomaly
## 167 94.95293 Anomaly 107.01362 Not an anomaly
## 168 94.95293 Anomaly 107.01362 Not an anomaly
## 169 94.95293 Anomaly 107.01362 Not an anomaly
## 170 94.95293 Anomaly 107.01362 Not an anomaly
## 171 94.95293 Anomaly 107.01362 Not an anomaly
## 172 94.95293 Anomaly 107.01362 Not an anomaly
## 173 94.95293 Anomaly 107.01362 Not an anomaly
## 174 94.95293 Anomaly 107.01362 Not an anomaly
## 175 94.95293 Anomaly 107.01362 Not an anomaly
## 176 94.95293 Anomaly 107.01362 Not an anomaly
## 177 94.95293 Anomaly 107.01362 Not an anomaly
## 178 94.95293 Anomaly 107.01362 Not an anomaly
## 179 94.95293 Anomaly 107.01362 Not an anomaly
## 180 94.95293 Anomaly 107.01362 Not an anomaly
## 181 94.95293 Anomaly 107.01362 Not an anomaly
## 182 94.95293 Anomaly 107.01362 Not an anomaly
## 183 94.95293 Anomaly 87.54964 Not an anomaly
## 184 94.95293 Anomaly 107.01362 Not an anomaly
## 185 94.95293 Anomaly 107.01362 Not an anomaly
## 186 94.95293 Anomaly 107.01362 Not an anomaly
## 187 94.95293 Anomaly 107.01362 Not an anomaly
## 188 94.95293 Anomaly 107.01362 Not an anomaly
## 189 94.95293 Anomaly 87.54964 Not an anomaly
## 190 94.95293 Anomaly 107.01362 Not an anomaly
## 191 94.95293 Anomaly 87.54964 Not an anomaly
## 192 94.95293 Anomaly 87.54964 Not an anomaly
## 193 94.95293 Anomaly 107.01362 Not an anomaly
## 194 94.95293 Anomaly 107.01362 Not an anomaly
## 195 94.95293 Anomaly 107.01362 Not an anomaly
## 196 94.95293 Anomaly 107.01362 Not an anomaly
## 197 94.95293 Anomaly 107.01362 Not an anomaly
## 198 94.95293 Anomaly 107.01362 Not an anomaly
## 199 94.95293 Anomaly 107.01362 Not an anomaly
## 200 94.95293 Anomaly 107.01362 Not an anomaly
## 201 94.95293 Anomaly 107.01362 Not an anomaly
## 202 94.95293 Anomaly 107.01362 Not an anomaly
## 203 94.95293 Anomaly 107.01362 Not an anomaly
## 204 94.95293 Anomaly 107.01362 Not an anomaly
## 205 94.95293 Anomaly 107.01362 Not an anomaly
## 206 94.95293 Anomaly 107.01362 Not an anomaly
## 207 94.95293 Anomaly 107.01362 Not an anomaly
## 208 94.95293 Anomaly 107.01362 Not an anomaly
## 209 94.95293 Anomaly 87.54964 Not an anomaly
## 210 94.95293 Anomaly 87.54964 Not an anomaly
## 211 94.95293 Anomaly 107.01362 Not an anomaly
## 212 94.95293 Anomaly 107.01362 Not an anomaly
## 213 94.95293 Anomaly 107.01362 Not an anomaly
## 214 94.95293 Anomaly 107.01362 Not an anomaly
## 215 94.95293 Anomaly 107.01362 Not an anomaly
## 216 94.95293 Anomaly 107.01362 Not an anomaly
## 217 94.95293 Anomaly 107.01362 Not an anomaly
## 218 94.95293 Anomaly 107.01362 Not an anomaly
## 219 94.95293 Anomaly 107.01362 Not an anomaly
## 220 94.95293 Anomaly 107.01362 Not an anomaly
## 221 94.95293 Anomaly 107.01362 Not an anomaly
## 222 94.95293 Anomaly 107.01362 Not an anomaly
## 223 94.95293 Anomaly 107.01362 Not an anomaly
## 224 94.95293 Anomaly 87.54964 Not an anomaly
## 225 94.95293 Anomaly 107.01362 Not an anomaly
## 226 94.95293 Anomaly 87.54964 Not an anomaly
## 227 94.95293 Anomaly 107.01362 Not an anomaly
## 228 94.95293 Anomaly 107.01362 Not an anomaly
## 229 94.95293 Anomaly 86.08425 Not an anomaly
## 230 94.95293 Anomaly 86.08425 Not an anomaly
## 231 94.95293 Anomaly 107.01362 Not an anomaly
## 232 94.95293 Anomaly 107.01362 Not an anomaly
## 233 94.95293 Anomaly 107.01362 Not an anomaly
## 234 94.95293 Anomaly 107.01362 Not an anomaly
## 235 94.95293 Anomaly 107.01362 Not an anomaly
## 236 94.95293 Anomaly 107.01362 Not an anomaly
## 237 94.95293 Anomaly 107.01362 Not an anomaly
## 238 94.95293 Anomaly 107.01362 Not an anomaly
## 239 94.95293 Anomaly 107.01362 Not an anomaly
## 240 94.95293 Anomaly 107.01362 Not an anomaly
## 241 94.95293 Anomaly 107.01362 Not an anomaly
## 242 94.95293 Anomaly 107.01362 Not an anomaly
## 243 94.95293 Anomaly 107.01362 Not an anomaly
## 244 94.95293 Anomaly 87.54964 Not an anomaly
## 245 94.95293 Anomaly 87.54964 Not an anomaly
## 246 94.95293 Anomaly 87.54964 Not an anomaly
## 247 94.95293 Anomaly 107.01362 Not an anomaly
## 248 94.95293 Anomaly 107.01362 Not an anomaly
## 249 94.95293 Anomaly 107.01362 Not an anomaly
## 250 94.95293 Anomaly 107.01362 Not an anomaly
## 251 94.95293 Anomaly 107.01362 Not an anomaly
## 252 94.95293 Anomaly 107.01362 Not an anomaly
## 253 94.95293 Anomaly 107.01362 Not an anomaly
## 254 94.95293 Anomaly 107.01362 Not an anomaly
## 255 94.95293 Anomaly 107.01362 Not an anomaly
## 256 94.95293 Anomaly 107.01362 Not an anomaly
## 257 94.95293 Anomaly 107.01362 Not an anomaly
## 258 94.95293 Anomaly 107.01362 Not an anomaly
## 259 94.95293 Anomaly 107.01362 Not an anomaly
## 260 94.95293 Anomaly 107.01362 Not an anomaly
## 261 94.95293 Anomaly 86.08425 Not an anomaly
## 262 94.95293 Anomaly 86.08425 Not an anomaly
## 263 94.95293 Anomaly 107.01362 Not an anomaly
## 264 94.95293 Anomaly 107.01362 Not an anomaly
## 265 94.95293 Anomaly 107.01362 Not an anomaly
## 266 94.95293 Anomaly 107.01362 Not an anomaly
## 267 94.95293 Anomaly 107.01362 Not an anomaly
## 268 94.95293 Anomaly 107.01362 Not an anomaly
## 269 94.95293 Anomaly 107.01362 Not an anomaly
## 270 94.95293 Anomaly 107.01362 Not an anomaly
## 271 94.95293 Anomaly 107.01362 Not an anomaly
## 272 94.95293 Anomaly 107.01362 Not an anomaly
## 273 94.95293 Anomaly 107.01362 Not an anomaly
## 274 94.95293 Anomaly 107.01362 Not an anomaly
## 275 94.95293 Anomaly 107.01362 Not an anomaly
## 276 94.95293 Anomaly 107.01362 Not an anomaly
## 277 94.95293 Anomaly 107.01362 Not an anomaly
## 278 94.95293 Anomaly 107.01362 Not an anomaly
## 279 94.95293 Anomaly 107.01362 Not an anomaly
## 280 94.95293 Anomaly 107.01362 Not an anomaly
## 281 94.95293 Anomaly 107.01362 Not an anomaly
## 282 94.95293 Anomaly 107.01362 Not an anomaly
## 283 94.95293 Anomaly 107.01362 Not an anomaly
## 284 94.95293 Anomaly 107.01362 Not an anomaly
## 285 94.95293 Anomaly 107.01362 Not an anomaly
## 286 94.95293 Anomaly 107.01362 Not an anomaly
## 287 94.95293 Anomaly 107.01362 Not an anomaly
## 288 94.95293 Anomaly 107.01362 Not an anomaly
## 289 94.95293 Anomaly 107.01362 Not an anomaly
## 290 94.95293 Anomaly 107.01362 Not an anomaly
## 291 94.95293 Anomaly 107.01362 Not an anomaly
## 292 94.95293 Anomaly 107.01362 Not an anomaly
## 293 94.95293 Anomaly 107.01362 Not an anomaly
## 294 94.95293 Anomaly 107.01362 Not an anomaly
## 295 94.95293 Anomaly 107.01362 Not an anomaly
## 296 94.95293 Anomaly 107.01362 Not an anomaly
## 297 94.95293 Anomaly 107.01362 Not an anomaly
## 298 94.95293 Anomaly 107.01362 Not an anomaly
## 299 94.95293 Anomaly 107.01362 Not an anomaly
## 300 94.95293 Anomaly 107.01362 Not an anomaly
## 301 94.95293 Anomaly 107.01362 Not an anomaly
## 302 94.95293 Anomaly 107.01362 Not an anomaly
## 303 94.95293 Anomaly 107.01362 Not an anomaly
## 304 94.95293 Anomaly 107.01362 Not an anomaly
## 305 94.95293 Anomaly 107.01362 Not an anomaly
## 306 94.95293 Anomaly 107.01362 Not an anomaly
## 307 94.95293 Anomaly 107.01362 Not an anomaly
## 308 94.95293 Anomaly 107.01362 Not an anomaly
## 309 94.95293 Anomaly 107.01362 Not an anomaly
## 310 94.95293 Anomaly 107.01362 Not an anomaly
## 311 94.95293 Anomaly 107.01362 Not an anomaly
## 312 94.95293 Anomaly 107.01362 Not an anomaly
## 313 94.95293 Anomaly 107.01362 Not an anomaly
## 314 94.95293 Anomaly 86.08425 Not an anomaly
## 315 94.95293 Anomaly 107.01362 Not an anomaly
## 316 94.95293 Anomaly 107.01362 Not an anomaly
## 317 94.95293 Anomaly 87.54964 Not an anomaly
## 318 94.95293 Anomaly 86.08425 Not an anomaly
## 319 94.95293 Anomaly 87.54964 Not an anomaly
## 320 94.95293 Anomaly 107.01362 Not an anomaly
## 321 94.95293 Anomaly 107.01362 Not an anomaly
## 322 94.95293 Anomaly 107.01362 Not an anomaly
## 323 94.95293 Anomaly 107.01362 Not an anomaly
## 324 94.95293 Anomaly 107.01362 Not an anomaly
## 325 94.95293 Anomaly 107.01362 Not an anomaly
## 326 94.95293 Anomaly 107.01362 Not an anomaly
## 327 94.95293 Anomaly 107.01362 Not an anomaly
## 328 94.95293 Anomaly 87.54964 Not an anomaly
## 329 94.95293 Anomaly 87.54964 Not an anomaly
## 330 94.95293 Anomaly 107.01362 Not an anomaly
## 331 94.95293 Anomaly 107.01362 Not an anomaly
## 332 94.95293 Anomaly 107.01362 Not an anomaly
## 333 94.95293 Anomaly 107.01362 Not an anomaly
## 334 94.95293 Anomaly 107.01362 Not an anomaly
## 335 94.95293 Anomaly 107.01362 Not an anomaly
## 336 94.95293 Anomaly 107.01362 Not an anomaly
## 337 94.95293 Anomaly 87.54964 Not an anomaly
## 338 94.95293 Anomaly 107.01362 Not an anomaly
## 339 94.95293 Anomaly 107.01362 Not an anomaly
## 340 94.95293 Anomaly 107.01362 Not an anomaly
## 341 94.95293 Anomaly 107.01362 Not an anomaly
## 342 94.95293 Anomaly 107.01362 Not an anomaly
## 343 94.95293 Anomaly 87.54964 Not an anomaly
## 344 94.95293 Anomaly 107.01362 Not an anomaly
## 345 94.95293 Anomaly 107.01362 Not an anomaly
## 346 94.95293 Anomaly 107.01362 Not an anomaly
## 347 94.95293 Anomaly 107.01362 Not an anomaly
## 348 94.95293 Anomaly 86.08425 Not an anomaly
## 349 94.95293 Anomaly 107.01362 Not an anomaly
## 350 94.95293 Anomaly 107.01362 Not an anomaly
## 351 94.95293 Anomaly 86.08425 Not an anomaly
## 352 94.95293 Anomaly 107.01362 Not an anomaly
## 353 94.95293 Anomaly 107.01362 Not an anomaly
## 354 94.95293 Anomaly 86.08425 Not an anomaly
## 355 94.95293 Anomaly 107.01362 Not an anomaly
## 356 94.95293 Anomaly 107.01362 Not an anomaly
## 357 94.95293 Anomaly 107.01362 Not an anomaly
## 358 94.95293 Anomaly 107.01362 Not an anomaly
## 359 94.95293 Anomaly 107.01362 Not an anomaly
## 360 94.95293 Anomaly 107.01362 Not an anomaly
## 361 94.95293 Anomaly 107.01362 Not an anomaly
## 362 94.95293 Anomaly 107.01362 Not an anomaly
## 363 94.95293 Anomaly 107.01362 Not an anomaly
## 364 94.95293 Anomaly 107.01362 Not an anomaly
## 365 94.95293 Anomaly 107.01362 Not an anomaly
## 366 94.95293 Anomaly 107.01362 Not an anomaly
## 367 94.95293 Anomaly 107.01362 Not an anomaly
## 368 94.95293 Anomaly 87.54964 Not an anomaly
## 369 94.95293 Anomaly 107.01362 Not an anomaly
## 370 94.95293 Anomaly 107.01362 Not an anomaly
## 371 94.95293 Anomaly 107.01362 Not an anomaly
## 372 94.95293 Anomaly 107.01362 Not an anomaly
## 373 94.95293 Anomaly 107.01362 Not an anomaly
## 374 94.95293 Anomaly 107.01362 Not an anomaly
## 375 94.95293 Anomaly 107.01362 Not an anomaly
## 376 94.95293 Anomaly 107.01362 Not an anomaly
## 377 94.95293 Anomaly 107.01362 Not an anomaly
## 378 94.95293 Anomaly 107.01362 Not an anomaly
## 379 94.95293 Anomaly 86.08425 Not an anomaly
## 380 94.95293 Anomaly 107.01362 Not an anomaly
## 381 94.95293 Anomaly 107.01362 Not an anomaly
## 382 94.95293 Anomaly 107.01362 Not an anomaly
## 383 94.95293 Anomaly 107.01362 Not an anomaly
## 384 94.95293 Anomaly 107.01362 Not an anomaly
## 385 94.95293 Anomaly 87.54964 Not an anomaly
## 386 94.95293 Anomaly 107.01362 Not an anomaly
## 387 94.95293 Anomaly 107.01362 Not an anomaly
## 388 94.95293 Anomaly 107.01362 Not an anomaly
## 389 94.95293 Anomaly 107.01362 Not an anomaly
## 390 94.95293 Anomaly 107.01362 Not an anomaly
## 391 94.95293 Anomaly 107.01362 Not an anomaly
## 392 94.95293 Anomaly 107.01362 Not an anomaly
## 393 94.95293 Anomaly 107.01362 Not an anomaly
## 394 94.95293 Anomaly 107.01362 Not an anomaly
## 395 94.95293 Anomaly 86.08425 Not an anomaly
## 396 94.95293 Anomaly 86.08425 Not an anomaly
## 397 94.95293 Anomaly 107.01362 Not an anomaly
## 398 94.95293 Anomaly 107.01362 Not an anomaly
## 399 94.95293 Anomaly 107.01362 Not an anomaly
## 400 94.95293 Anomaly 107.01362 Not an anomaly
## 401 94.95293 Anomaly 107.01362 Not an anomaly
## 402 94.95293 Anomaly 107.01362 Not an anomaly
## 403 94.95293 Anomaly 107.01362 Not an anomaly
## 404 94.95293 Anomaly 107.01362 Not an anomaly
## 405 94.95293 Anomaly 107.01362 Not an anomaly
## 406 94.95293 Anomaly 107.01362 Not an anomaly
## 407 94.95293 Anomaly 107.01362 Not an anomaly
## 408 94.95293 Anomaly 107.01362 Not an anomaly
## 409 94.95293 Anomaly 107.01362 Not an anomaly
## 410 94.95293 Anomaly 107.01362 Not an anomaly
## 411 94.95293 Anomaly 107.01362 Not an anomaly
## 412 94.95293 Anomaly 107.01362 Not an anomaly
## 413 94.95293 Anomaly 107.01362 Not an anomaly
## 414 94.95293 Anomaly 86.08425 Not an anomaly
## 415 94.95293 Anomaly 86.08425 Not an anomaly
## 416 94.95293 Anomaly 86.08425 Not an anomaly
## 417 94.95293 Anomaly 86.08425 Not an anomaly
## 418 94.95293 Anomaly 107.01362 Not an anomaly
## 419 94.95293 Anomaly 107.01362 Not an anomaly
## 420 94.95293 Anomaly 107.01362 Not an anomaly
## 421 94.95293 Anomaly 86.08425 Not an anomaly
## 422 94.95293 Anomaly 86.08425 Not an anomaly
## 423 94.95293 Anomaly 86.08425 Not an anomaly
## 424 94.95293 Anomaly 86.08425 Not an anomaly
## 425 94.95293 Anomaly 86.08425 Not an anomaly
## 426 94.95293 Anomaly 107.01362 Not an anomaly
## 427 94.95293 Anomaly 107.01362 Not an anomaly
## 428 94.95293 Anomaly 86.08425 Not an anomaly
## 429 94.95293 Anomaly 86.08425 Not an anomaly
## 430 94.95293 Anomaly 86.08425 Not an anomaly
## 431 94.95293 Anomaly 107.01362 Not an anomaly
## 432 94.95293 Anomaly 107.01362 Not an anomaly
## 433 94.95293 Anomaly 86.08425 Not an anomaly
## 434 94.95293 Anomaly 86.08425 Not an anomaly
## 435 94.95293 Anomaly 107.01362 Not an anomaly
## 436 94.95293 Anomaly 107.01362 Not an anomaly
## 437 94.95293 Anomaly 107.01362 Not an anomaly
## 438 94.95293 Anomaly 107.01362 Not an anomaly
## 439 94.95293 Anomaly 107.01362 Not an anomaly
## 440 94.95293 Anomaly 107.01362 Not an anomaly
## 441 94.95293 Anomaly 107.01362 Not an anomaly
## 442 94.95293 Anomaly 107.01362 Not an anomaly
## 443 94.95293 Anomaly 107.01362 Not an anomaly
## 444 94.95293 Anomaly 107.01362 Not an anomaly
## 445 94.95293 Anomaly 107.01362 Not an anomaly
## 446 94.95293 Anomaly 107.01362 Not an anomaly
## 447 94.95293 Anomaly 107.01362 Not an anomaly
## 448 94.95293 Anomaly 107.01362 Not an anomaly
## 449 94.95293 Anomaly 107.01362 Not an anomaly
## 450 94.95293 Anomaly 86.08425 Not an anomaly
## 451 94.95293 Anomaly 107.01362 Not an anomaly
## 452 94.95293 Anomaly 86.08425 Not an anomaly
## 453 94.95293 Anomaly 107.01362 Not an anomaly
## 454 94.95293 Anomaly 107.01362 Not an anomaly
## 455 94.95293 Anomaly 107.01362 Not an anomaly
## 456 94.95293 Anomaly 107.01362 Not an anomaly
## 457 94.95293 Anomaly 87.54964 Not an anomaly
## 458 94.95293 Anomaly 107.01362 Not an anomaly
## 459 94.95293 Anomaly 107.01362 Not an anomaly
## 460 94.95293 Anomaly 107.01362 Not an anomaly
## 461 94.95293 Anomaly 107.01362 Not an anomaly
## 462 94.95293 Anomaly 107.01362 Not an anomaly
## 463 94.95293 Anomaly 107.01362 Not an anomaly
## 464 94.95293 Anomaly 107.01362 Not an anomaly
## 465 94.95293 Anomaly 107.01362 Not an anomaly
## 466 94.95293 Anomaly 107.01362 Not an anomaly
## 467 94.95293 Anomaly 107.01362 Not an anomaly
## 468 94.95293 Anomaly 107.01362 Not an anomaly
## 469 94.95293 Anomaly 107.01362 Not an anomaly
## 470 94.95293 Anomaly 107.01362 Not an anomaly
## 471 94.95293 Anomaly 107.01362 Not an anomaly
## 472 94.95293 Anomaly 107.01362 Not an anomaly
## 473 94.95293 Anomaly 107.01362 Not an anomaly
## 474 94.95293 Anomaly 107.01362 Not an anomaly
## 475 94.95293 Anomaly 86.08425 Not an anomaly
## 476 94.95293 Anomaly 86.08425 Not an anomaly
## 477 94.95293 Anomaly 107.01362 Not an anomaly
## 478 94.95293 Anomaly 86.08425 Not an anomaly
## 479 94.95293 Anomaly 86.08425 Not an anomaly
## 480 94.95293 Anomaly 86.08425 Not an anomaly
## 481 94.95293 Anomaly 86.08425 Not an anomaly
## 482 94.95293 Anomaly 86.08425 Not an anomaly
## 483 94.95293 Anomaly 107.01362 Not an anomaly
## 484 94.95293 Anomaly 107.01362 Not an anomaly
## 485 94.95293 Anomaly 107.01362 Not an anomaly
## 486 94.95293 Anomaly 107.01362 Not an anomaly
## 487 94.95293 Anomaly 107.01362 Not an anomaly
## 488 94.95293 Anomaly 107.01362 Not an anomaly
## 489 94.95293 Anomaly 107.01362 Not an anomaly
## 490 94.95293 Anomaly 107.01362 Not an anomaly
## 491 94.95293 Anomaly 107.01362 Not an anomaly
## 492 94.95293 Anomaly 107.01362 Not an anomaly
## 493 94.95293 Anomaly 107.01362 Not an anomaly
## 494 94.95293 Anomaly 107.01362 Not an anomaly
## 495 94.95293 Anomaly 107.01362 Not an anomaly
## 496 94.95293 Anomaly 107.01362 Not an anomaly
## 497 94.95293 Anomaly 107.01362 Not an anomaly
## 498 94.95293 Anomaly 107.01362 Not an anomaly
## 499 94.95293 Anomaly 87.54964 Not an anomaly
## 500 94.95293 Anomaly 107.01362 Not an anomaly
## 501 94.95293 Anomaly 107.01362 Not an anomaly
## 502 94.95293 Anomaly 107.01362 Not an anomaly
## 503 94.95293 Anomaly 107.01362 Not an anomaly
## 504 94.95293 Anomaly 107.01362 Not an anomaly
## 505 94.95293 Anomaly 107.01362 Not an anomaly
## 506 94.95293 Anomaly 107.01362 Not an anomaly
## 507 94.95293 Anomaly 107.01362 Not an anomaly
## 508 94.95293 Anomaly 107.01362 Not an anomaly
## 509 94.95293 Anomaly 107.01362 Not an anomaly
## 510 94.95293 Anomaly 107.01362 Not an anomaly
## 511 94.95293 Anomaly 107.01362 Not an anomaly
## 512 94.95293 Anomaly 107.01362 Not an anomaly
## 513 94.95293 Anomaly 107.01362 Not an anomaly
## 514 94.95293 Anomaly 107.01362 Not an anomaly
## 515 94.95293 Anomaly 107.01362 Not an anomaly
## 516 94.95293 Anomaly 107.01362 Not an anomaly
## 517 94.95293 Anomaly 107.01362 Not an anomaly
## 518 94.95293 Anomaly 107.01362 Not an anomaly
## 519 94.95293 Anomaly 107.01362 Not an anomaly
## 520 94.95293 Anomaly 87.54964 Not an anomaly
## 521 94.95293 Anomaly 107.01362 Not an anomaly
## 522 94.95293 Anomaly 107.01362 Not an anomaly
## 523 94.95293 Anomaly 107.01362 Not an anomaly
## 524 94.95293 Anomaly 107.01362 Not an anomaly
## 525 94.95293 Anomaly 107.01362 Not an anomaly
## 526 94.95293 Anomaly 107.01362 Not an anomaly
## 527 94.95293 Anomaly 107.01362 Not an anomaly
## 528 94.95293 Anomaly 107.01362 Not an anomaly
## 529 94.95293 Anomaly 107.01362 Not an anomaly
## 530 94.95293 Anomaly 107.01362 Not an anomaly
## 531 94.95293 Anomaly 107.01362 Not an anomaly
## 532 94.95293 Anomaly 107.01362 Not an anomaly
## 533 94.95293 Anomaly 107.01362 Not an anomaly
## 534 94.95293 Anomaly 107.01362 Not an anomaly
## 535 94.95293 Anomaly 107.01362 Not an anomaly
## 536 94.95293 Anomaly 107.01362 Not an anomaly
## 537 94.95293 Anomaly 107.01362 Not an anomaly
## 538 94.95293 Anomaly 107.01362 Not an anomaly
## 539 94.95293 Anomaly 107.01362 Not an anomaly
## 540 94.95293 Anomaly 83.48858 Anomaly
## 541 94.95293 Anomaly 107.01362 Not an anomaly
## 542 94.95293 Anomaly 83.48858 Anomaly
## 543 94.95293 Anomaly 107.01362 Not an anomaly
## 544 94.95293 Anomaly 107.01362 Not an anomaly
## 545 94.95293 Anomaly 107.01362 Not an anomaly
## 546 94.95293 Anomaly 107.01362 Not an anomaly
## 547 94.95293 Anomaly 107.01362 Not an anomaly
## 548 94.95293 Anomaly 107.01362 Not an anomaly
## 549 94.95293 Anomaly 107.01362 Not an anomaly
## 550 94.95293 Anomaly 107.01362 Not an anomaly
## 551 94.95293 Anomaly 107.01362 Not an anomaly
## 552 94.95293 Anomaly 107.01362 Not an anomaly
## 553 94.95293 Anomaly 87.54964 Not an anomaly
## 554 94.95293 Anomaly 107.01362 Not an anomaly
## 555 94.95293 Anomaly 107.01362 Not an anomaly
## 556 94.95293 Anomaly 107.01362 Not an anomaly
## 557 94.95293 Anomaly 107.01362 Not an anomaly
## 558 94.95293 Anomaly 107.01362 Not an anomaly
## 559 94.95293 Anomaly 107.01362 Not an anomaly
## 560 94.95293 Anomaly 107.01362 Not an anomaly
## 561 94.95293 Anomaly 87.54964 Not an anomaly
## 562 94.95293 Anomaly 107.01362 Not an anomaly
## 563 94.95293 Anomaly 107.01362 Not an anomaly
## 564 94.95293 Anomaly 87.54964 Not an anomaly
## 565 94.95293 Anomaly 107.01362 Not an anomaly
## 566 94.95293 Anomaly 107.01362 Not an anomaly
## 567 94.95293 Anomaly 107.01362 Not an anomaly
## 568 94.95293 Anomaly 107.01362 Not an anomaly
## 569 94.95293 Anomaly 107.01362 Not an anomaly
## 570 94.95293 Anomaly 107.01362 Not an anomaly
## 571 94.95293 Anomaly 107.01362 Not an anomaly
## 572 94.95293 Anomaly 107.01362 Not an anomaly
## 573 94.95293 Anomaly 107.01362 Not an anomaly
## 574 94.95293 Anomaly 107.01362 Not an anomaly
## 575 94.95293 Anomaly 107.01362 Not an anomaly
## 576 94.95293 Anomaly 107.01362 Not an anomaly
## 577 94.95293 Anomaly 107.01362 Not an anomaly
## 578 94.95293 Anomaly 107.01362 Not an anomaly
## 579 94.95293 Anomaly 107.01362 Not an anomaly
## 580 94.95293 Anomaly 107.01362 Not an anomaly
## 581 94.95293 Anomaly 107.01362 Not an anomaly
## 582 94.95293 Anomaly 107.01362 Not an anomaly
## 583 94.95293 Anomaly 107.01362 Not an anomaly
## 584 94.95293 Anomaly 107.01362 Not an anomaly
## 585 94.95293 Anomaly 107.01362 Not an anomaly
## 586 94.95293 Anomaly 107.01362 Not an anomaly
## 587 94.95293 Anomaly 107.01362 Not an anomaly
## 588 94.95293 Anomaly 107.01362 Not an anomaly
## 589 94.95293 Anomaly 107.01362 Not an anomaly
## 590 94.95293 Anomaly 107.01362 Not an anomaly
## 591 94.95293 Anomaly 107.01362 Not an anomaly
## 592 94.95293 Anomaly 107.01362 Not an anomaly
## 593 94.95293 Anomaly 107.01362 Not an anomaly
## 594 94.95293 Anomaly 107.01362 Not an anomaly
## 595 94.95293 Anomaly 107.01362 Not an anomaly
## 596 94.95293 Anomaly 107.01362 Not an anomaly
## 597 94.95293 Anomaly 107.01362 Not an anomaly
## 598 94.95293 Anomaly 107.01362 Not an anomaly
## 599 94.95293 Anomaly 107.01362 Not an anomaly
## 600 94.95293 Anomaly 107.01362 Not an anomaly
## 601 94.95293 Anomaly 107.01362 Not an anomaly
## 602 94.95293 Anomaly 107.01362 Not an anomaly
## 603 94.95293 Anomaly 107.01362 Not an anomaly
## 604 94.95293 Anomaly 107.01362 Not an anomaly
## 605 94.95293 Anomaly 107.01362 Not an anomaly
## 606 94.95293 Anomaly 107.01362 Not an anomaly
## 607 94.95293 Anomaly 107.01362 Not an anomaly
## 608 94.95293 Anomaly 107.01362 Not an anomaly
## 609 94.95293 Anomaly 107.01362 Not an anomaly
## 610 94.95293 Anomaly 107.01362 Not an anomaly
## 611 94.95293 Anomaly 107.01362 Not an anomaly
## 612 94.95293 Anomaly 107.01362 Not an anomaly
## 613 94.95293 Anomaly 107.01362 Not an anomaly
## 614 94.95293 Anomaly 107.01362 Not an anomaly
## 615 94.95293 Anomaly 107.01362 Not an anomaly
## 616 94.95293 Anomaly 107.01362 Not an anomaly
## 617 94.95293 Anomaly 107.01362 Not an anomaly
## 618 94.95293 Anomaly 107.01362 Not an anomaly
## 619 94.95293 Anomaly 107.01362 Not an anomaly
## 620 94.95293 Anomaly 107.01362 Not an anomaly
## 621 94.95293 Anomaly 107.01362 Not an anomaly
## 622 94.95293 Anomaly 107.01362 Not an anomaly
## 623 94.95293 Anomaly 107.01362 Not an anomaly
## 624 94.95293 Anomaly 86.08425 Not an anomaly
## 625 94.95293 Anomaly 107.01362 Not an anomaly
## 626 94.95293 Anomaly 107.01362 Not an anomaly
## 627 94.95293 Anomaly 107.01362 Not an anomaly
## 628 94.95293 Anomaly 107.01362 Not an anomaly
## 629 94.95293 Anomaly 107.01362 Not an anomaly
## 630 94.95293 Anomaly 107.01362 Not an anomaly
## 631 94.95293 Anomaly 107.01362 Not an anomaly
## 632 94.95293 Anomaly 107.01362 Not an anomaly
## 633 94.95293 Anomaly 107.01362 Not an anomaly
## 634 94.95293 Anomaly 86.08425 Not an anomaly
## 635 94.95293 Anomaly 86.08425 Not an anomaly
## 636 94.95293 Anomaly 107.01362 Not an anomaly
## 637 94.95293 Anomaly 86.08425 Not an anomaly
## 638 94.95293 Anomaly 86.08425 Not an anomaly
## 639 94.95293 Anomaly 86.08425 Not an anomaly
## 640 94.95293 Anomaly 107.01362 Not an anomaly
## 641 94.95293 Anomaly 86.08425 Not an anomaly
## 642 94.95293 Anomaly 107.01362 Not an anomaly
## 643 94.95293 Anomaly 107.01362 Not an anomaly
## 644 94.95293 Anomaly 86.08425 Not an anomaly
## 645 94.95293 Anomaly 107.01362 Not an anomaly
## 646 94.95293 Anomaly 107.01362 Not an anomaly
## 647 94.95293 Anomaly 107.01362 Not an anomaly
## 648 94.95293 Anomaly 107.01362 Not an anomaly
## 649 94.95293 Anomaly 107.01362 Not an anomaly
## 650 94.95293 Anomaly 107.01362 Not an anomaly
## 651 94.95293 Anomaly 107.01362 Not an anomaly
## 652 94.95293 Anomaly 107.01362 Not an anomaly
## 653 94.95293 Anomaly 107.01362 Not an anomaly
## 654 94.95293 Anomaly 107.01362 Not an anomaly
## 655 94.95293 Anomaly 86.08425 Not an anomaly
## 656 94.95293 Anomaly 86.08425 Not an anomaly
## 657 94.95293 Anomaly 107.01362 Not an anomaly
## 658 94.95293 Anomaly 107.01362 Not an anomaly
## 659 94.95293 Anomaly 107.01362 Not an anomaly
## 660 94.95293 Anomaly 107.01362 Not an anomaly
## 661 94.95293 Anomaly 107.01362 Not an anomaly
## 662 94.95293 Anomaly 107.01362 Not an anomaly
## 663 94.95293 Anomaly 107.01362 Not an anomaly
## 664 94.95293 Anomaly 107.01362 Not an anomaly
## 665 94.95293 Anomaly 87.54964 Not an anomaly
## 666 94.95293 Anomaly 107.01362 Not an anomaly
## 667 94.95293 Anomaly 107.01362 Not an anomaly
## 668 94.95293 Anomaly 107.01362 Not an anomaly
## 669 94.95293 Anomaly 107.01362 Not an anomaly
## 670 94.95293 Anomaly 107.01362 Not an anomaly
## 671 94.95293 Anomaly 107.01362 Not an anomaly
## 672 94.95293 Anomaly 107.01362 Not an anomaly
## 673 94.95293 Anomaly 107.01362 Not an anomaly
## 674 94.95293 Anomaly 107.01362 Not an anomaly
## 675 94.95293 Anomaly 107.01362 Not an anomaly
## 676 94.95293 Anomaly 107.01362 Not an anomaly
## 677 94.95293 Anomaly 107.01362 Not an anomaly
## 678 94.95293 Anomaly 107.01362 Not an anomaly
## 679 94.95293 Anomaly 107.01362 Not an anomaly
## 680 94.95293 Anomaly 107.01362 Not an anomaly
## 681 94.95293 Anomaly 107.01362 Not an anomaly
## 682 94.95293 Anomaly 107.01362 Not an anomaly
## 683 94.95293 Anomaly 107.01362 Not an anomaly
## 684 94.95293 Anomaly 107.01362 Not an anomaly
## 685 94.95293 Anomaly 107.01362 Not an anomaly
## 686 94.95293 Anomaly 107.01362 Not an anomaly
## 687 94.95293 Anomaly 107.01362 Not an anomaly
## 688 94.95293 Anomaly 107.01362 Not an anomaly
## 689 94.95293 Anomaly 107.01362 Not an anomaly
## 690 94.95293 Anomaly 107.01362 Not an anomaly
## 691 94.95293 Anomaly 107.01362 Not an anomaly
## 692 94.95293 Anomaly 107.01362 Not an anomaly
## 693 94.95293 Anomaly 107.01362 Not an anomaly
## 694 94.95293 Anomaly 107.01362 Not an anomaly
## 695 94.95293 Anomaly 107.01362 Not an anomaly
## 696 94.95293 Anomaly 107.01362 Not an anomaly
## 697 94.95293 Anomaly 107.01362 Not an anomaly
## 698 94.95293 Anomaly 107.01362 Not an anomaly
## 699 94.95293 Anomaly 107.01362 Not an anomaly
## 700 94.95293 Anomaly 107.01362 Not an anomaly
## 701 94.95293 Anomaly 107.01362 Not an anomaly
## 702 94.95293 Anomaly 87.54964 Not an anomaly
## 703 94.95293 Anomaly 87.54964 Not an anomaly
## 704 94.95293 Anomaly 107.01362 Not an anomaly
## 705 94.95293 Anomaly 107.01362 Not an anomaly
## 706 94.95293 Anomaly 107.01362 Not an anomaly
## 707 94.95293 Anomaly 107.01362 Not an anomaly
## 708 94.95293 Anomaly 107.01362 Not an anomaly
## 709 94.95293 Anomaly 107.01362 Not an anomaly
## 710 94.95293 Anomaly 107.01362 Not an anomaly
## 711 94.95293 Anomaly 86.08425 Not an anomaly
## 712 94.95293 Anomaly 107.01362 Not an anomaly
## 713 94.95293 Anomaly 107.01362 Not an anomaly
## 714 94.95293 Anomaly 107.01362 Not an anomaly
## 715 94.95293 Anomaly 107.01362 Not an anomaly
## 716 94.95293 Anomaly 107.01362 Not an anomaly
## 717 94.95293 Anomaly 107.01362 Not an anomaly
## 718 94.95293 Anomaly 107.01362 Not an anomaly
## 719 94.95293 Anomaly 107.01362 Not an anomaly
## 720 94.95293 Anomaly 107.01362 Not an anomaly
## 721 94.95293 Anomaly 107.01362 Not an anomaly
## 722 94.95293 Anomaly 107.01362 Not an anomaly
## 723 94.95293 Anomaly 107.01362 Not an anomaly
## 724 94.95293 Anomaly 107.01362 Not an anomaly
## 725 94.95293 Anomaly 107.01362 Not an anomaly
## 726 94.95293 Anomaly 107.01362 Not an anomaly
## 727 94.95293 Anomaly 107.01362 Not an anomaly
## 728 94.95293 Anomaly 107.01362 Not an anomaly
## 729 94.95293 Anomaly 107.01362 Not an anomaly
## 730 94.95293 Anomaly 107.01362 Not an anomaly
## 731 94.95293 Anomaly 107.01362 Not an anomaly
## 732 94.95293 Anomaly 107.01362 Not an anomaly
## 733 94.95293 Anomaly 107.01362 Not an anomaly
## 734 94.95293 Anomaly 107.01362 Not an anomaly
## 735 94.95293 Anomaly 107.01362 Not an anomaly
## 736 94.95293 Anomaly 107.01362 Not an anomaly
## 737 94.95293 Anomaly 107.01362 Not an anomaly
## 738 94.95293 Anomaly 107.01362 Not an anomaly
## 739 94.95293 Anomaly 107.01362 Not an anomaly
## 740 94.95293 Anomaly 107.01362 Not an anomaly
## 741 94.95293 Anomaly 107.01362 Not an anomaly
## 742 94.95293 Anomaly 107.01362 Not an anomaly
## 743 94.95293 Anomaly 107.01362 Not an anomaly
## 744 94.95293 Anomaly 107.01362 Not an anomaly
## 745 94.95293 Anomaly 107.01362 Not an anomaly
## 746 94.95293 Anomaly 107.01362 Not an anomaly
## 747 94.95293 Anomaly 107.01362 Not an anomaly
## 748 94.95293 Anomaly 107.01362 Not an anomaly
## 749 94.95293 Anomaly 107.01362 Not an anomaly
## 750 94.95293 Anomaly 107.01362 Not an anomaly
## 751 94.95293 Anomaly 107.01362 Not an anomaly
## 752 94.95293 Anomaly 107.01362 Not an anomaly
## 753 94.95293 Anomaly 107.01362 Not an anomaly
## 754 94.95293 Anomaly 107.01362 Not an anomaly
## 755 94.95293 Anomaly 107.01362 Not an anomaly
## 756 94.95293 Anomaly 107.01362 Not an anomaly
## 757 94.95293 Anomaly 107.01362 Not an anomaly
## 758 94.95293 Anomaly 107.01362 Not an anomaly
## 759 94.95293 Anomaly 107.01362 Not an anomaly
## 760 94.95293 Anomaly 107.01362 Not an anomaly
## 761 94.95293 Anomaly 107.01362 Not an anomaly
## 762 94.95293 Anomaly 107.01362 Not an anomaly
## 763 94.95293 Anomaly 107.01362 Not an anomaly
## 764 94.95293 Anomaly 107.01362 Not an anomaly
## 765 94.95293 Anomaly 107.01362 Not an anomaly
## 766 94.95293 Anomaly 107.01362 Not an anomaly
## 767 94.95293 Anomaly 107.01362 Not an anomaly
## 768 94.95293 Anomaly 107.01362 Not an anomaly
## 769 94.95293 Anomaly 107.01362 Not an anomaly
## 770 94.95293 Anomaly 107.01362 Not an anomaly
## 771 94.95293 Anomaly 107.01362 Not an anomaly
## 772 94.95293 Anomaly 107.01362 Not an anomaly
## 773 94.95293 Anomaly 87.54964 Not an anomaly
## 774 94.95293 Anomaly 107.01362 Not an anomaly
## 775 94.95293 Anomaly 87.54964 Not an anomaly
## 776 94.95293 Anomaly 107.01362 Not an anomaly
## 777 94.95293 Anomaly 107.01362 Not an anomaly
## 778 94.95293 Anomaly 107.01362 Not an anomaly
## 779 94.95293 Anomaly 107.01362 Not an anomaly
## 780 94.95293 Anomaly 107.01362 Not an anomaly
## 781 94.95293 Anomaly 107.01362 Not an anomaly
## 782 94.95293 Anomaly 107.01362 Not an anomaly
## 783 94.95293 Anomaly 107.01362 Not an anomaly
## 784 94.95293 Anomaly 107.01362 Not an anomaly
## 785 94.95293 Anomaly 107.01362 Not an anomaly
## 786 94.95293 Anomaly 107.01362 Not an anomaly
## 787 94.95293 Anomaly 107.01362 Not an anomaly
## 788 94.95293 Anomaly 107.01362 Not an anomaly
## 789 94.95293 Anomaly 107.01362 Not an anomaly
## 790 94.95293 Anomaly 107.01362 Not an anomaly
## 791 94.95293 Anomaly 107.01362 Not an anomaly
## 792 94.95293 Anomaly 107.01362 Not an anomaly
## 793 94.95293 Anomaly 107.01362 Not an anomaly
## 794 94.95293 Anomaly 107.01362 Not an anomaly
## 795 94.95293 Anomaly 107.01362 Not an anomaly
## 796 94.95293 Anomaly 107.01362 Not an anomaly
## 797 94.95293 Anomaly 107.01362 Not an anomaly
## 798 94.95293 Anomaly 107.01362 Not an anomaly
## 799 94.95293 Anomaly 107.01362 Not an anomaly
## 800 94.95293 Anomaly 107.01362 Not an anomaly
## 801 94.95293 Anomaly 107.01362 Not an anomaly
## 802 94.95293 Anomaly 107.01362 Not an anomaly
## 803 94.95293 Anomaly 107.01362 Not an anomaly
## 804 94.95293 Anomaly 107.01362 Not an anomaly
## 805 94.95293 Anomaly 107.01362 Not an anomaly
## 806 94.95293 Anomaly 107.01362 Not an anomaly
## 807 94.95293 Anomaly 107.01362 Not an anomaly
## 808 94.95293 Anomaly 107.01362 Not an anomaly
## 809 94.95293 Anomaly 107.01362 Not an anomaly
## 810 94.95293 Anomaly 107.01362 Not an anomaly
## 811 94.95293 Anomaly 107.01362 Not an anomaly
## 812 94.95293 Anomaly 86.08425 Not an anomaly
## 813 94.95293 Anomaly 86.08425 Not an anomaly
## 814 94.95293 Anomaly 107.01362 Not an anomaly
## 815 94.95293 Anomaly 87.54964 Not an anomaly
## 816 94.95293 Anomaly 107.01362 Not an anomaly
## 817 94.95293 Anomaly 107.01362 Not an anomaly
## 818 94.95293 Anomaly 107.01362 Not an anomaly
## 819 94.95293 Anomaly 107.01362 Not an anomaly
## 820 94.95293 Anomaly 107.01362 Not an anomaly
## 821 94.95293 Anomaly 86.08425 Not an anomaly
## 822 94.95293 Anomaly 107.01362 Not an anomaly
## 823 94.95293 Anomaly 86.08425 Not an anomaly
## 824 94.95293 Anomaly 107.01362 Not an anomaly
## 825 94.95293 Anomaly 107.01362 Not an anomaly
## 826 94.95293 Anomaly 86.08425 Not an anomaly
## 827 94.95293 Anomaly 107.01362 Not an anomaly
## 828 94.95293 Anomaly 107.01362 Not an anomaly
## 829 94.95293 Anomaly 107.01362 Not an anomaly
## 830 94.95293 Anomaly 107.01362 Not an anomaly
## 831 94.95293 Anomaly 107.01362 Not an anomaly
## 832 94.95293 Anomaly 107.01362 Not an anomaly
## 833 94.95293 Anomaly 107.01362 Not an anomaly
## 834 94.95293 Anomaly 107.01362 Not an anomaly
## 835 94.95293 Anomaly 107.01362 Not an anomaly
## 836 94.95293 Anomaly 107.01362 Not an anomaly
## 837 94.95293 Anomaly 107.01362 Not an anomaly
## 838 94.95293 Anomaly 107.01362 Not an anomaly
## 839 94.95293 Anomaly 107.01362 Not an anomaly
## 840 94.95293 Anomaly 107.01362 Not an anomaly
## 841 94.95293 Anomaly 107.01362 Not an anomaly
## 842 94.95293 Anomaly 87.54964 Not an anomaly
## 843 94.95293 Anomaly 107.01362 Not an anomaly
## 844 94.95293 Anomaly 86.08425 Not an anomaly
## 845 94.95293 Anomaly 86.08425 Not an anomaly
## 846 94.95293 Anomaly 107.01362 Not an anomaly
## 847 94.95293 Anomaly 86.08425 Not an anomaly
## 848 94.95293 Anomaly 107.01362 Not an anomaly
## 849 94.95293 Anomaly 86.08425 Not an anomaly
## 850 94.95293 Anomaly 86.08425 Not an anomaly
## 851 94.95293 Anomaly 107.01362 Not an anomaly
## 852 94.95293 Anomaly 107.01362 Not an anomaly
## 853 94.95293 Anomaly 107.01362 Not an anomaly
## 854 94.95293 Anomaly 107.01362 Not an anomaly
## 855 94.95293 Anomaly 107.01362 Not an anomaly
## 856 94.95293 Anomaly 107.01362 Not an anomaly
## 857 94.95293 Anomaly 107.01362 Not an anomaly
## 858 94.95293 Anomaly 107.01362 Not an anomaly
## 859 94.95293 Anomaly 107.01362 Not an anomaly
## 860 94.95293 Anomaly 107.01362 Not an anomaly
## 861 94.95293 Anomaly 107.01362 Not an anomaly
## 862 94.95293 Anomaly 107.01362 Not an anomaly
## 863 94.95293 Anomaly 107.01362 Not an anomaly
## 864 94.95293 Anomaly 107.01362 Not an anomaly
## 865 94.95293 Anomaly 107.01362 Not an anomaly
## 866 94.95293 Anomaly 107.01362 Not an anomaly
## 867 94.95293 Anomaly 107.01362 Not an anomaly
## 868 94.95293 Anomaly 107.01362 Not an anomaly
## 869 94.95293 Anomaly 107.01362 Not an anomaly
## 870 94.95293 Anomaly 107.01362 Not an anomaly
## 871 94.95293 Anomaly 107.01362 Not an anomaly
## 872 94.95293 Anomaly 107.01362 Not an anomaly
## 873 94.95293 Anomaly 107.01362 Not an anomaly
## 874 94.95293 Anomaly 107.01362 Not an anomaly
## 875 94.95293 Anomaly 107.01362 Not an anomaly
## 876 94.95293 Anomaly 107.01362 Not an anomaly
## 877 94.95293 Anomaly 107.01362 Not an anomaly
## 878 94.95293 Anomaly 107.01362 Not an anomaly
## 879 94.95293 Anomaly 107.01362 Not an anomaly
## 880 94.95293 Anomaly 107.01362 Not an anomaly
## 881 94.95293 Anomaly 107.01362 Not an anomaly
## 882 94.95293 Anomaly 87.54964 Not an anomaly
## 883 94.95293 Anomaly 107.01362 Not an anomaly
## 884 94.95293 Anomaly 107.01362 Not an anomaly
## 885 94.95293 Anomaly 107.01362 Not an anomaly
## 886 94.95293 Anomaly 87.54964 Not an anomaly
## 887 94.95293 Anomaly 107.01362 Not an anomaly
## 888 94.95293 Anomaly 87.54964 Not an anomaly
## 889 94.95293 Anomaly 107.01362 Not an anomaly
## 890 94.95293 Anomaly 107.01362 Not an anomaly
## 891 94.95293 Anomaly 87.54964 Not an anomaly
## 892 94.95293 Anomaly 107.01362 Not an anomaly
## 893 94.95293 Anomaly 107.01362 Not an anomaly
## 894 94.95293 Anomaly 107.01362 Not an anomaly
## 895 94.95293 Anomaly 107.01362 Not an anomaly
## 896 94.95293 Anomaly 107.01362 Not an anomaly
## 897 94.95293 Anomaly 107.01362 Not an anomaly
## 898 94.95293 Anomaly 107.01362 Not an anomaly
## 899 94.95293 Anomaly 86.08425 Not an anomaly
## 900 94.95293 Anomaly 86.08425 Not an anomaly
## 901 94.95293 Anomaly 107.01362 Not an anomaly
## 902 94.95293 Anomaly 107.01362 Not an anomaly
## 903 94.95293 Anomaly 107.01362 Not an anomaly
## 904 94.95293 Anomaly 86.08425 Not an anomaly
## 905 94.95293 Anomaly 107.01362 Not an anomaly
## 906 94.95293 Anomaly 86.08425 Not an anomaly
## 907 94.95293 Anomaly 107.01362 Not an anomaly
## 908 94.95293 Anomaly 107.01362 Not an anomaly
## 909 94.95293 Anomaly 107.01362 Not an anomaly
## 910 94.95293 Anomaly 107.01362 Not an anomaly
## 911 94.95293 Anomaly 107.01362 Not an anomaly
## 912 94.95293 Anomaly 107.01362 Not an anomaly
## 913 94.95293 Anomaly 107.01362 Not an anomaly
## 914 94.95293 Anomaly 107.01362 Not an anomaly
## 915 94.95293 Anomaly 107.01362 Not an anomaly
## 916 94.95293 Anomaly 107.01362 Not an anomaly
## 917 94.95293 Anomaly 107.01362 Not an anomaly
## 918 94.95293 Anomaly 107.01362 Not an anomaly
## 919 94.95293 Anomaly 107.01362 Not an anomaly
## 920 94.95293 Anomaly 107.01362 Not an anomaly
## 921 94.95293 Anomaly 107.01362 Not an anomaly
## 922 94.95293 Anomaly 107.01362 Not an anomaly
## 923 94.95293 Anomaly 107.01362 Not an anomaly
## 924 94.95293 Anomaly 107.01362 Not an anomaly
## 925 94.95293 Anomaly 86.08425 Not an anomaly
## 926 94.95293 Anomaly 107.01362 Not an anomaly
## 927 94.95293 Anomaly 107.01362 Not an anomaly
## 928 94.95293 Anomaly 107.01362 Not an anomaly
## 929 94.95293 Anomaly 107.01362 Not an anomaly
## 930 94.95293 Anomaly 107.01362 Not an anomaly
## 931 94.95293 Anomaly 107.01362 Not an anomaly
## 932 94.95293 Anomaly 107.01362 Not an anomaly
## 933 94.95293 Anomaly 107.01362 Not an anomaly
## 934 94.95293 Anomaly 107.01362 Not an anomaly
## 935 94.95293 Anomaly 107.01362 Not an anomaly
## 936 94.95293 Anomaly 107.01362 Not an anomaly
## 937 94.95293 Anomaly 107.01362 Not an anomaly
## 938 94.95293 Anomaly 107.01362 Not an anomaly
## 939 94.95293 Anomaly 107.01362 Not an anomaly
## 940 94.95293 Anomaly 107.01362 Not an anomaly
## 941 94.95293 Anomaly 107.01362 Not an anomaly
## 942 94.95293 Anomaly 107.01362 Not an anomaly
## 943 94.95293 Anomaly 107.01362 Not an anomaly
## 944 94.95293 Anomaly 107.01362 Not an anomaly
## 945 94.95293 Anomaly 107.01362 Not an anomaly
## 946 94.95293 Anomaly 107.01362 Not an anomaly
## 947 94.95293 Anomaly 107.01362 Not an anomaly
## 948 94.95293 Anomaly 86.08425 Not an anomaly
## 949 94.95293 Anomaly 107.01362 Not an anomaly
## 950 94.95293 Anomaly 107.01362 Not an anomaly
## 951 94.95293 Anomaly 107.01362 Not an anomaly
## 952 94.95293 Anomaly 107.01362 Not an anomaly
## 953 94.95293 Anomaly 86.08425 Not an anomaly
## 954 94.95293 Anomaly 86.08425 Not an anomaly
## 955 94.95293 Anomaly 107.01362 Not an anomaly
## 956 94.95293 Anomaly 107.01362 Not an anomaly
## 957 94.95293 Anomaly 107.01362 Not an anomaly
## 958 94.95293 Anomaly 107.01362 Not an anomaly
## 959 94.95293 Anomaly 107.01362 Not an anomaly
## 960 94.95293 Anomaly 107.01362 Not an anomaly
## 961 94.95293 Anomaly 107.01362 Not an anomaly
## 962 94.95293 Anomaly 107.01362 Not an anomaly
## 963 94.95293 Anomaly 107.01362 Not an anomaly
## 964 94.95293 Anomaly 107.01362 Not an anomaly
## 965 94.95293 Anomaly 107.01362 Not an anomaly
## 966 94.95293 Anomaly 107.01362 Not an anomaly
## 967 94.95293 Anomaly 107.01362 Not an anomaly
## 968 94.95293 Anomaly 107.01362 Not an anomaly
## 969 94.95293 Anomaly 107.01362 Not an anomaly
## 970 94.95293 Anomaly 107.01362 Not an anomaly
## 971 94.95293 Anomaly 107.01362 Not an anomaly
## 972 94.95293 Anomaly 107.01362 Not an anomaly
## 973 94.95293 Anomaly 107.01362 Not an anomaly
## 974 94.95293 Anomaly 107.01362 Not an anomaly
## 975 94.95293 Anomaly 107.01362 Not an anomaly
## 976 94.95293 Anomaly 107.01362 Not an anomaly
## 977 94.95293 Anomaly 107.01362 Not an anomaly
## 978 94.95293 Anomaly 107.01362 Not an anomaly
## 979 94.95293 Anomaly 107.01362 Not an anomaly
## 980 94.95293 Anomaly 87.54964 Not an anomaly
## 981 94.95293 Anomaly 107.01362 Not an anomaly
## 982 94.95293 Anomaly 107.01362 Not an anomaly
## 983 94.95293 Anomaly 107.01362 Not an anomaly
## 984 94.95293 Anomaly 107.01362 Not an anomaly
## 985 94.95293 Anomaly 107.01362 Not an anomaly
## 986 94.95293 Anomaly 107.01362 Not an anomaly
## 987 94.95293 Anomaly 107.01362 Not an anomaly
## 988 94.95293 Anomaly 107.01362 Not an anomaly
## 989 94.95293 Anomaly 107.01362 Not an anomaly
## 990 94.95293 Anomaly 107.01362 Not an anomaly
## 991 94.95293 Anomaly 107.01362 Not an anomaly
## 992 94.95293 Anomaly 107.01362 Not an anomaly
## 993 94.95293 Anomaly 107.01362 Not an anomaly
## 994 94.95293 Anomaly 107.01362 Not an anomaly
## 995 94.95293 Anomaly 107.01362 Not an anomaly
## 996 94.95293 Anomaly 107.01362 Not an anomaly
## 997 94.95293 Anomaly 107.01362 Not an anomaly
## 998 94.95293 Anomaly 107.01362 Not an anomaly
## 999 94.95293 Anomaly 107.01362 Not an anomaly
## 1000 94.95293 Anomaly 107.01362 Not an anomaly
## 1001 94.95293 Anomaly 107.01362 Not an anomaly
## 1002 94.95293 Anomaly 107.01362 Not an anomaly
## 1003 94.95293 Anomaly 107.01362 Not an anomaly
## 1004 94.95293 Anomaly 107.01362 Not an anomaly
## 1005 94.95293 Anomaly 107.01362 Not an anomaly
## 1006 94.95293 Anomaly 86.08425 Not an anomaly
## 1007 94.95293 Anomaly 86.08425 Not an anomaly
## 1008 94.95293 Anomaly 107.01362 Not an anomaly
## 1009 94.95293 Anomaly 107.01362 Not an anomaly
## 1010 94.95293 Anomaly 107.01362 Not an anomaly
## 1011 94.95293 Anomaly 107.01362 Not an anomaly
## 1012 94.95293 Anomaly 107.01362 Not an anomaly
## 1013 94.95293 Anomaly 107.01362 Not an anomaly
## 1014 94.95293 Anomaly 107.01362 Not an anomaly
## 1015 94.95293 Anomaly 107.01362 Not an anomaly
## 1016 94.95293 Anomaly 107.01362 Not an anomaly
## 1017 94.95293 Anomaly 107.01362 Not an anomaly
## 1018 94.95293 Anomaly 107.01362 Not an anomaly
## 1019 94.95293 Anomaly 107.01362 Not an anomaly
## 1020 94.95293 Anomaly 107.01362 Not an anomaly
## 1021 94.95293 Anomaly 107.01362 Not an anomaly
## 1022 94.95293 Anomaly 107.01362 Not an anomaly
## 1023 94.95293 Anomaly 107.01362 Not an anomaly
## 1024 94.95293 Anomaly 107.01362 Not an anomaly
## 1025 94.95293 Anomaly 107.01362 Not an anomaly
## 1026 94.95293 Anomaly 107.01362 Not an anomaly
## 1027 94.95293 Anomaly 107.01362 Not an anomaly
## 1028 94.95293 Anomaly 107.01362 Not an anomaly
## 1029 94.95293 Anomaly 107.01362 Not an anomaly
## 1030 94.95293 Anomaly 107.01362 Not an anomaly
## 1031 94.95293 Anomaly 107.01362 Not an anomaly
## 1032 94.95293 Anomaly 107.01362 Not an anomaly
## 1033 94.95293 Anomaly 107.01362 Not an anomaly
## 1034 94.95293 Anomaly 107.01362 Not an anomaly
## 1035 94.95293 Anomaly 107.01362 Not an anomaly
## 1036 94.95293 Anomaly 107.01362 Not an anomaly
## 1037 94.95293 Anomaly 107.01362 Not an anomaly
## 1038 94.95293 Anomaly 107.01362 Not an anomaly
## 1039 94.95293 Anomaly 107.01362 Not an anomaly
## 1040 94.95293 Anomaly 107.01362 Not an anomaly
## 1041 94.95293 Anomaly 107.01362 Not an anomaly
## 1042 94.95293 Anomaly 107.01362 Not an anomaly
## 1043 94.95293 Anomaly 86.08425 Not an anomaly
## 1044 94.95293 Anomaly 107.01362 Not an anomaly
## 1045 94.95293 Anomaly 107.01362 Not an anomaly
## 1046 94.95293 Anomaly 86.08425 Not an anomaly
## 1047 94.95293 Anomaly 107.01362 Not an anomaly
## 1048 94.95293 Anomaly 107.01362 Not an anomaly
## 1049 94.95293 Anomaly 107.01362 Not an anomaly
## 1050 94.95293 Anomaly 107.01362 Not an anomaly
## 1051 94.95293 Anomaly 107.01362 Not an anomaly
## 1052 94.95293 Anomaly 107.01362 Not an anomaly
## 1053 94.95293 Anomaly 107.01362 Not an anomaly
## 1054 94.95293 Anomaly 107.01362 Not an anomaly
## 1055 94.95293 Anomaly 107.01362 Not an anomaly
## 1056 94.95293 Anomaly 107.01362 Not an anomaly
## 1057 94.95293 Anomaly 107.01362 Not an anomaly
## 1058 94.95293 Anomaly 107.01362 Not an anomaly
## 1059 94.95293 Anomaly 107.01362 Not an anomaly
## 1060 94.95293 Anomaly 86.08425 Not an anomaly
## 1061 94.95293 Anomaly 107.01362 Not an anomaly
## 1062 94.95293 Anomaly 86.08425 Not an anomaly
## 1063 94.95293 Anomaly 107.01362 Not an anomaly
## 1064 94.95293 Anomaly 107.01362 Not an anomaly
## 1065 94.95293 Anomaly 107.01362 Not an anomaly
## 1066 94.95293 Anomaly 107.01362 Not an anomaly
## 1067 94.95293 Anomaly 107.01362 Not an anomaly
## 1068 94.95293 Anomaly 107.01362 Not an anomaly
## 1069 94.95293 Anomaly 86.08425 Not an anomaly
## 1070 94.95293 Anomaly 86.08425 Not an anomaly
## 1071 94.95293 Anomaly 86.08425 Not an anomaly
## 1072 94.95293 Anomaly 107.01362 Not an anomaly
## 1073 94.95293 Anomaly 107.01362 Not an anomaly
## 1074 94.95293 Anomaly 107.01362 Not an anomaly
## 1075 94.95293 Anomaly 107.01362 Not an anomaly
## 1076 94.95293 Anomaly 107.01362 Not an anomaly
## 1077 94.95293 Anomaly 107.01362 Not an anomaly
## 1078 94.95293 Anomaly 107.01362 Not an anomaly
## 1079 94.95293 Anomaly 107.01362 Not an anomaly
## 1080 94.95293 Anomaly 87.54964 Not an anomaly
## 1081 94.95293 Anomaly 107.01362 Not an anomaly
## 1082 94.95293 Anomaly 107.01362 Not an anomaly
## 1083 94.95293 Anomaly 107.01362 Not an anomaly
## 1084 94.95293 Anomaly 107.01362 Not an anomaly
## 1085 94.95293 Anomaly 107.01362 Not an anomaly
## 1086 94.95293 Anomaly 107.01362 Not an anomaly
## 1087 94.95293 Anomaly 107.01362 Not an anomaly
## 1088 94.95293 Anomaly 107.01362 Not an anomaly
## 1089 94.95293 Anomaly 107.01362 Not an anomaly
## 1090 94.95293 Anomaly 86.08425 Not an anomaly
## 1091 94.95293 Anomaly 107.01362 Not an anomaly
## 1092 94.95293 Anomaly 107.01362 Not an anomaly
## 1093 94.95293 Anomaly 87.54964 Not an anomaly
## 1094 94.95293 Anomaly 107.01362 Not an anomaly
## 1095 94.95293 Anomaly 107.01362 Not an anomaly
## 1096 94.95293 Anomaly 107.01362 Not an anomaly
## 1097 94.95293 Anomaly 86.08425 Not an anomaly
## 1098 94.95293 Anomaly 107.01362 Not an anomaly
## 1099 94.95293 Anomaly 86.08425 Not an anomaly
## 1100 94.95293 Anomaly 107.01362 Not an anomaly
## 1101 94.95293 Anomaly 107.01362 Not an anomaly
## 1102 94.95293 Anomaly 107.01362 Not an anomaly
## 1103 94.95293 Anomaly 107.01362 Not an anomaly
## 1104 94.95293 Anomaly 107.01362 Not an anomaly
## 1105 94.95293 Anomaly 107.01362 Not an anomaly
## 1106 94.95293 Anomaly 107.01362 Not an anomaly
## 1107 94.95293 Anomaly 107.01362 Not an anomaly
## 1108 94.95293 Anomaly 107.01362 Not an anomaly
## 1109 94.95293 Anomaly 107.01362 Not an anomaly
## 1110 94.95293 Anomaly 107.01362 Not an anomaly
## 1111 94.95293 Anomaly 107.01362 Not an anomaly
## 1112 94.95293 Anomaly 86.08425 Not an anomaly
## 1113 94.95293 Anomaly 107.01362 Not an anomaly
## 1114 94.95293 Anomaly 107.01362 Not an anomaly
## 1115 94.95293 Anomaly 107.01362 Not an anomaly
## 1116 94.95293 Anomaly 107.01362 Not an anomaly
## 1117 94.95293 Anomaly 107.01362 Not an anomaly
## 1118 94.95293 Anomaly 107.01362 Not an anomaly
## 1119 94.95293 Anomaly 107.01362 Not an anomaly
## 1120 94.95293 Anomaly 107.01362 Not an anomaly
## 1121 94.95293 Anomaly 107.01362 Not an anomaly
## 1122 94.95293 Anomaly 107.01362 Not an anomaly
## 1123 94.95293 Anomaly 107.01362 Not an anomaly
## 1124 94.95293 Anomaly 107.01362 Not an anomaly
## 1125 94.95293 Anomaly 107.01362 Not an anomaly
## 1126 94.95293 Anomaly 107.01362 Not an anomaly
## 1127 94.95293 Anomaly 107.01362 Not an anomaly
## 1128 94.95293 Anomaly 86.08425 Not an anomaly
## 1129 94.95293 Anomaly 107.01362 Not an anomaly
## 1130 94.95293 Anomaly 86.08425 Not an anomaly
## 1131 94.95293 Anomaly 107.01362 Not an anomaly
## 1132 94.95293 Anomaly 107.01362 Not an anomaly
## 1133 94.95293 Anomaly 86.08425 Not an anomaly
## 1134 94.95293 Anomaly 107.01362 Not an anomaly
## 1135 94.95293 Anomaly 107.01362 Not an anomaly
## 1136 94.95293 Anomaly 107.01362 Not an anomaly
## 1137 94.95293 Anomaly 107.01362 Not an anomaly
## 1138 94.95293 Anomaly 107.01362 Not an anomaly
## 1139 94.95293 Anomaly 107.01362 Not an anomaly
## 1140 94.95293 Anomaly 107.01362 Not an anomaly
## 1141 94.95293 Anomaly 107.01362 Not an anomaly
## 1142 94.95293 Anomaly 107.01362 Not an anomaly
## 1143 94.95293 Anomaly 107.01362 Not an anomaly
## 1144 94.95293 Anomaly 107.01362 Not an anomaly
## 1145 94.95293 Anomaly 107.01362 Not an anomaly
## 1146 94.95293 Anomaly 107.01362 Not an anomaly
## 1147 94.95293 Anomaly 107.01362 Not an anomaly
## 1148 94.95293 Anomaly 107.01362 Not an anomaly
## 1149 94.95293 Anomaly 107.01362 Not an anomaly
## 1150 94.95293 Anomaly 107.01362 Not an anomaly
## 1151 94.95293 Anomaly 86.08425 Not an anomaly
## 1152 94.95293 Anomaly 107.01362 Not an anomaly
## 1153 94.95293 Anomaly 107.01362 Not an anomaly
## 1154 94.95293 Anomaly 86.08425 Not an anomaly
## 1155 94.95293 Anomaly 86.08425 Not an anomaly
## 1156 94.95293 Anomaly 107.01362 Not an anomaly
## 1157 94.95293 Anomaly 83.48858 Anomaly
## 1158 94.95293 Anomaly 86.08425 Not an anomaly
## 1159 94.95293 Anomaly 86.08425 Not an anomaly
## 1160 94.95293 Anomaly 107.01362 Not an anomaly
## 1161 94.95293 Anomaly 107.01362 Not an anomaly
## 1162 94.95293 Anomaly 107.01362 Not an anomaly
## 1163 94.95293 Anomaly 107.01362 Not an anomaly
## 1164 94.95293 Anomaly 107.01362 Not an anomaly
## 1165 94.95293 Anomaly 107.01362 Not an anomaly
## 1166 94.95293 Anomaly 107.01362 Not an anomaly
## 1167 94.95293 Anomaly 107.01362 Not an anomaly
## 1168 94.95293 Anomaly 107.01362 Not an anomaly
## 1169 94.95293 Anomaly 107.01362 Not an anomaly
## 1170 94.95293 Anomaly 107.01362 Not an anomaly
## 1171 94.95293 Anomaly 107.01362 Not an anomaly
## 1172 94.95293 Anomaly 107.01362 Not an anomaly
## 1173 94.95293 Anomaly 107.01362 Not an anomaly
## 1174 94.95293 Anomaly 107.01362 Not an anomaly
## 1175 94.95293 Anomaly 107.01362 Not an anomaly
## 1176 94.95293 Anomaly 107.01362 Not an anomaly
## 1177 94.95293 Anomaly 107.01362 Not an anomaly
## 1178 94.95293 Anomaly 107.01362 Not an anomaly
## 1179 94.95293 Anomaly 86.08425 Not an anomaly
## 1180 94.95293 Anomaly 107.01362 Not an anomaly
## 1181 94.95293 Anomaly 107.01362 Not an anomaly
## 1182 94.95293 Anomaly 107.01362 Not an anomaly
## 1183 94.95293 Anomaly 86.08425 Not an anomaly
## 1184 94.95293 Anomaly 107.01362 Not an anomaly
## 1185 94.95293 Anomaly 107.01362 Not an anomaly
## 1186 94.95293 Anomaly 107.01362 Not an anomaly
## 1187 94.95293 Anomaly 107.01362 Not an anomaly
## 1188 94.95293 Anomaly 107.01362 Not an anomaly
## 1189 94.95293 Anomaly 107.01362 Not an anomaly
## 1190 94.95293 Anomaly 107.01362 Not an anomaly
## 1191 94.95293 Anomaly 107.01362 Not an anomaly
## 1192 94.95293 Anomaly 86.08425 Not an anomaly
## 1193 94.95293 Anomaly 107.01362 Not an anomaly
## 1194 94.95293 Anomaly 86.08425 Not an anomaly
## 1195 94.95293 Anomaly 107.01362 Not an anomaly
## 1196 94.95293 Anomaly 107.01362 Not an anomaly
## 1197 94.95293 Anomaly 107.01362 Not an anomaly
## 1198 94.95293 Anomaly 107.01362 Not an anomaly
## 1199 94.95293 Anomaly 107.01362 Not an anomaly
## 1200 94.95293 Anomaly 107.01362 Not an anomaly
## 1201 94.95293 Anomaly 107.01362 Not an anomaly
## 1202 94.95293 Anomaly 107.01362 Not an anomaly
## 1203 94.95293 Anomaly 107.01362 Not an anomaly
## 1204 94.95293 Anomaly 107.01362 Not an anomaly
## 1205 94.95293 Anomaly 107.01362 Not an anomaly
## 1206 94.95293 Anomaly 107.01362 Not an anomaly
## 1207 94.95293 Anomaly 107.01362 Not an anomaly
## 1208 94.95293 Anomaly 86.08425 Not an anomaly
## 1209 94.95293 Anomaly 86.08425 Not an anomaly
## 1210 94.95293 Anomaly 107.01362 Not an anomaly
## 1211 94.95293 Anomaly 107.01362 Not an anomaly
## 1212 94.95293 Anomaly 107.01362 Not an anomaly
## 1213 94.95293 Anomaly 107.01362 Not an anomaly
## 1214 94.95293 Anomaly 107.01362 Not an anomaly
## 1215 94.95293 Anomaly 107.01362 Not an anomaly
## 1216 94.95293 Anomaly 107.01362 Not an anomaly
## 1217 94.95293 Anomaly 107.01362 Not an anomaly
## 1218 94.95293 Anomaly 107.01362 Not an anomaly
## 1219 94.95293 Anomaly 107.01362 Not an anomaly
## 1220 94.95293 Anomaly 107.01362 Not an anomaly
## 1221 94.95293 Anomaly 107.01362 Not an anomaly
## 1222 94.95293 Anomaly 107.01362 Not an anomaly
## 1223 94.95293 Anomaly 107.01362 Not an anomaly
## 1224 94.95293 Anomaly 107.01362 Not an anomaly
## 1225 94.95293 Anomaly 107.01362 Not an anomaly
## 1226 94.95293 Anomaly 107.01362 Not an anomaly
## 1227 94.95293 Anomaly 107.01362 Not an anomaly
## 1228 94.95293 Anomaly 107.01362 Not an anomaly
## 1229 94.95293 Anomaly 107.01362 Not an anomaly
## 1230 94.95293 Anomaly 107.01362 Not an anomaly
## 1231 94.95293 Anomaly 107.01362 Not an anomaly
## 1232 94.95293 Anomaly 107.01362 Not an anomaly
## 1233 94.95293 Anomaly 107.01362 Not an anomaly
## 1234 94.95293 Anomaly 107.01362 Not an anomaly
## 1235 94.95293 Anomaly 107.01362 Not an anomaly
## 1236 94.95293 Anomaly 107.01362 Not an anomaly
## 1237 94.95293 Anomaly 107.01362 Not an anomaly
## 1238 94.95293 Anomaly 107.01362 Not an anomaly
## 1239 94.95293 Anomaly 107.01362 Not an anomaly
## 1240 94.95293 Anomaly 107.01362 Not an anomaly
## 1241 94.95293 Anomaly 107.01362 Not an anomaly
## 1242 94.95293 Anomaly 107.01362 Not an anomaly
## 1243 94.95293 Anomaly 107.01362 Not an anomaly
## 1244 94.95293 Anomaly 107.01362 Not an anomaly
## 1245 94.95293 Anomaly 107.01362 Not an anomaly
## 1246 94.95293 Anomaly 107.01362 Not an anomaly
## 1247 94.95293 Anomaly 107.01362 Not an anomaly
## 1248 94.95293 Anomaly 107.01362 Not an anomaly
## 1249 94.95293 Anomaly 107.01362 Not an anomaly
## 1250 94.95293 Anomaly 107.01362 Not an anomaly
## 1251 94.95293 Anomaly 107.01362 Not an anomaly
## 1252 94.95293 Anomaly 107.01362 Not an anomaly
## 1253 94.95293 Anomaly 107.01362 Not an anomaly
## 1254 94.95293 Anomaly 107.01362 Not an anomaly
## 1255 94.95293 Anomaly 107.01362 Not an anomaly
## 1256 94.95293 Anomaly 107.01362 Not an anomaly
## 1257 94.95293 Anomaly 107.01362 Not an anomaly
## 1258 94.95293 Anomaly 107.01362 Not an anomaly
## 1259 94.95293 Anomaly 107.01362 Not an anomaly
## 1260 94.95293 Anomaly 107.01362 Not an anomaly
## 1261 94.95293 Anomaly 107.01362 Not an anomaly
## 1262 94.95293 Anomaly 107.01362 Not an anomaly
## 1263 94.95293 Anomaly 107.01362 Not an anomaly
## 1264 94.95293 Anomaly 107.01362 Not an anomaly
## 1265 94.95293 Anomaly 107.01362 Not an anomaly
## 1266 94.95293 Anomaly 107.01362 Not an anomaly
## 1267 94.95293 Anomaly 107.01362 Not an anomaly
## 1268 94.95293 Anomaly 107.01362 Not an anomaly
## 1269 94.95293 Anomaly 107.01362 Not an anomaly
## 1270 94.95293 Anomaly 107.01362 Not an anomaly
## 1271 94.95293 Anomaly 107.01362 Not an anomaly
## 1272 94.95293 Anomaly 107.01362 Not an anomaly
## 1273 94.95293 Anomaly 107.01362 Not an anomaly
## 1274 94.95293 Anomaly 107.01362 Not an anomaly
## 1275 94.95293 Anomaly 107.01362 Not an anomaly
## 1276 94.95293 Anomaly 87.54964 Not an anomaly
## 1277 94.95293 Anomaly 107.01362 Not an anomaly
## 1278 94.95293 Anomaly 107.01362 Not an anomaly
## 1279 94.95293 Anomaly 107.01362 Not an anomaly
## 1280 94.95293 Anomaly 107.01362 Not an anomaly
## 1281 94.95293 Anomaly 86.08425 Not an anomaly
## 1282 94.95293 Anomaly 107.01362 Not an anomaly
## 1283 94.95293 Anomaly 107.01362 Not an anomaly
## 1284 94.95293 Anomaly 107.01362 Not an anomaly
## 1285 94.95293 Anomaly 107.01362 Not an anomaly
## 1286 94.95293 Anomaly 107.01362 Not an anomaly
## 1287 94.95293 Anomaly 107.01362 Not an anomaly
## 1288 94.95293 Anomaly 107.01362 Not an anomaly
## 1289 94.95293 Anomaly 86.08425 Not an anomaly
## 1290 94.95293 Anomaly 107.01362 Not an anomaly
## 1291 94.95293 Anomaly 86.08425 Not an anomaly
## 1292 94.95293 Anomaly 107.01362 Not an anomaly
## 1293 94.95293 Anomaly 107.01362 Not an anomaly
## 1294 94.95293 Anomaly 107.01362 Not an anomaly
## 1295 94.95293 Anomaly 107.01362 Not an anomaly
## 1296 94.95293 Anomaly 107.01362 Not an anomaly
## 1297 94.95293 Anomaly 107.01362 Not an anomaly
## 1298 94.95293 Anomaly 107.01362 Not an anomaly
## 1299 94.95293 Anomaly 107.01362 Not an anomaly
## 1300 94.95293 Anomaly 107.01362 Not an anomaly
## 1301 94.95293 Anomaly 107.01362 Not an anomaly
## 1302 94.95293 Anomaly 107.01362 Not an anomaly
## 1303 94.95293 Anomaly 107.01362 Not an anomaly
## 1304 94.95293 Anomaly 107.01362 Not an anomaly
## 1305 94.95293 Anomaly 107.01362 Not an anomaly
## 1306 94.95293 Anomaly 107.01362 Not an anomaly
## 1307 94.95293 Anomaly 107.01362 Not an anomaly
## 1308 94.95293 Anomaly 87.54964 Not an anomaly
## 1309 94.95293 Anomaly 107.01362 Not an anomaly
## 1310 94.95293 Anomaly 107.01362 Not an anomaly
## 1311 94.95293 Anomaly 107.01362 Not an anomaly
## 1312 94.95293 Anomaly 107.01362 Not an anomaly
## 1313 94.95293 Anomaly 107.01362 Not an anomaly
## 1314 94.95293 Anomaly 107.01362 Not an anomaly
## 1315 94.95293 Anomaly 107.01362 Not an anomaly
## 1316 94.95293 Anomaly 107.01362 Not an anomaly
## 1317 94.95293 Anomaly 107.01362 Not an anomaly
## 1318 94.95293 Anomaly 107.01362 Not an anomaly
## 1319 94.95293 Anomaly 107.01362 Not an anomaly
## 1320 94.95293 Anomaly 107.01362 Not an anomaly
## 1321 94.95293 Anomaly 107.01362 Not an anomaly
## 1322 94.95293 Anomaly 107.01362 Not an anomaly
## 1323 94.95293 Anomaly 107.01362 Not an anomaly
## 1324 94.95293 Anomaly 107.01362 Not an anomaly
## 1325 94.95293 Anomaly 107.01362 Not an anomaly
## 1326 94.95293 Anomaly 107.01362 Not an anomaly
## 1327 94.95293 Anomaly 107.01362 Not an anomaly
## 1328 94.95293 Anomaly 107.01362 Not an anomaly
## 1329 94.95293 Anomaly 107.01362 Not an anomaly
## 1330 94.95293 Anomaly 107.01362 Not an anomaly
## 1331 94.95293 Anomaly 107.01362 Not an anomaly
## 1332 94.95293 Anomaly 107.01362 Not an anomaly
## 1333 94.95293 Anomaly 107.01362 Not an anomaly
## 1334 94.95293 Anomaly 107.01362 Not an anomaly
## 1335 94.95293 Anomaly 107.01362 Not an anomaly
## 1336 94.95293 Anomaly 107.01362 Not an anomaly
## 1337 94.95293 Anomaly 107.01362 Not an anomaly
## 1338 94.95293 Anomaly 107.01362 Not an anomaly
## 1339 94.95293 Anomaly 107.01362 Not an anomaly
## 1340 94.95293 Anomaly 107.01362 Not an anomaly
## 1341 94.95293 Anomaly 107.01362 Not an anomaly
## 1342 94.95293 Anomaly 107.01362 Not an anomaly
## 1343 94.95293 Anomaly 107.01362 Not an anomaly
## 1344 94.95293 Anomaly 107.01362 Not an anomaly
## 1345 94.95293 Anomaly 107.01362 Not an anomaly
## 1346 94.95293 Anomaly 107.01362 Not an anomaly
## 1347 94.95293 Anomaly 107.01362 Not an anomaly
## 1348 94.95293 Anomaly 107.01362 Not an anomaly
## 1349 94.95293 Anomaly 107.01362 Not an anomaly
## 1350 94.95293 Anomaly 107.01362 Not an anomaly
## 1351 94.95293 Anomaly 107.01362 Not an anomaly
## 1352 94.95293 Anomaly 107.01362 Not an anomaly
## 1353 94.95293 Anomaly 107.01362 Not an anomaly
## 1354 94.95293 Anomaly 107.01362 Not an anomaly
## 1355 94.95293 Anomaly 107.01362 Not an anomaly
## 1356 94.95293 Anomaly 107.01362 Not an anomaly
## 1357 94.95293 Anomaly 86.08425 Not an anomaly
## 1358 94.95293 Anomaly 107.01362 Not an anomaly
## 1359 94.95293 Anomaly 107.01362 Not an anomaly
## 1360 94.95293 Anomaly 107.01362 Not an anomaly
## 1361 94.95293 Anomaly 107.01362 Not an anomaly
## 1362 94.95293 Anomaly 107.01362 Not an anomaly
## 1363 94.95293 Anomaly 107.01362 Not an anomaly
## 1364 94.95293 Anomaly 107.01362 Not an anomaly
## 1365 94.95293 Anomaly 107.01362 Not an anomaly
## 1366 94.95293 Anomaly 107.01362 Not an anomaly
## 1367 94.95293 Anomaly 107.01362 Not an anomaly
## 1368 94.95293 Anomaly 107.01362 Not an anomaly
## 1369 94.95293 Anomaly 107.01362 Not an anomaly
## 1370 94.95293 Anomaly 107.01362 Not an anomaly
## 1371 94.95293 Anomaly 107.01362 Not an anomaly
## 1372 94.95293 Anomaly 107.01362 Not an anomaly
## 1373 94.95293 Anomaly 107.01362 Not an anomaly
## 1374 94.95293 Anomaly 107.01362 Not an anomaly
## 1375 94.95293 Anomaly 107.01362 Not an anomaly
## 1376 94.95293 Anomaly 107.01362 Not an anomaly
## 1377 94.95293 Anomaly 107.01362 Not an anomaly
## 1378 94.95293 Anomaly 107.01362 Not an anomaly
## 1379 94.95293 Anomaly 87.54964 Not an anomaly
## 1380 94.95293 Anomaly 107.01362 Not an anomaly
## 1381 94.95293 Anomaly 107.01362 Not an anomaly
## 1382 94.95293 Anomaly 87.54964 Not an anomaly
## 1383 94.95293 Anomaly 107.01362 Not an anomaly
## 1384 94.95293 Anomaly 107.01362 Not an anomaly
## 1385 94.95293 Anomaly 87.54964 Not an anomaly
## 1386 94.95293 Anomaly 107.01362 Not an anomaly
## 1387 94.95293 Anomaly 107.01362 Not an anomaly
## 1388 94.95293 Anomaly 107.01362 Not an anomaly
## 1389 94.95293 Anomaly 86.08425 Not an anomaly
## 1390 94.95293 Anomaly 86.08425 Not an anomaly
## 1391 94.95293 Anomaly 107.01362 Not an anomaly
## 1392 94.95293 Anomaly 107.01362 Not an anomaly
## 1393 94.95293 Anomaly 107.01362 Not an anomaly
## 1394 94.95293 Anomaly 107.01362 Not an anomaly
## 1395 94.95293 Anomaly 107.01362 Not an anomaly
## 1396 94.95293 Anomaly 107.01362 Not an anomaly
## 1397 94.95293 Anomaly 107.01362 Not an anomaly
## 1398 94.95293 Anomaly 107.01362 Not an anomaly
## 1399 94.95293 Anomaly 107.01362 Not an anomaly
## 1400 94.95293 Anomaly 107.01362 Not an anomaly
## 1401 94.95293 Anomaly 107.01362 Not an anomaly
## 1402 94.95293 Anomaly 107.01362 Not an anomaly
## 1403 94.95293 Anomaly 107.01362 Not an anomaly
## 1404 94.95293 Anomaly 86.08425 Not an anomaly
## 1405 94.95293 Anomaly 86.08425 Not an anomaly
## 1406 94.95293 Anomaly 107.01362 Not an anomaly
## 1407 94.95293 Anomaly 107.01362 Not an anomaly
## 1408 94.95293 Anomaly 107.01362 Not an anomaly
## 1409 94.95293 Anomaly 107.01362 Not an anomaly
## 1410 94.95293 Anomaly 107.01362 Not an anomaly
## 1411 94.95293 Anomaly 107.01362 Not an anomaly
## 1412 94.95293 Anomaly 107.01362 Not an anomaly
## 1413 94.95293 Anomaly 107.01362 Not an anomaly
## 1414 94.95293 Anomaly 107.01362 Not an anomaly
## 1415 94.95293 Anomaly 107.01362 Not an anomaly
## 1416 94.95293 Anomaly 107.01362 Not an anomaly
## 1417 94.95293 Anomaly 107.01362 Not an anomaly
## 1418 94.95293 Anomaly 107.01362 Not an anomaly
## 1419 94.95293 Anomaly 107.01362 Not an anomaly
## 1420 94.95293 Anomaly 107.01362 Not an anomaly
## 1421 94.95293 Anomaly 87.54964 Not an anomaly
## 1422 94.95293 Anomaly 107.01362 Not an anomaly
## 1423 94.95293 Anomaly 107.01362 Not an anomaly
## 1424 94.95293 Anomaly 107.01362 Not an anomaly
## 1425 94.95293 Anomaly 107.01362 Not an anomaly
## 1426 94.95293 Anomaly 107.01362 Not an anomaly
## 1427 94.95293 Anomaly 107.01362 Not an anomaly
## 1428 94.95293 Anomaly 107.01362 Not an anomaly
## 1429 94.95293 Anomaly 107.01362 Not an anomaly
## 1430 94.95293 Anomaly 107.01362 Not an anomaly
## 1431 94.95293 Anomaly 107.01362 Not an anomaly
## 1432 94.95293 Anomaly 107.01362 Not an anomaly
## 1433 94.95293 Anomaly 107.01362 Not an anomaly
## 1434 94.95293 Anomaly 107.01362 Not an anomaly
## 1435 94.95293 Anomaly 86.08425 Not an anomaly
## 1436 94.95293 Anomaly 107.01362 Not an anomaly
## 1437 94.95293 Anomaly 107.01362 Not an anomaly
## 1438 94.95293 Anomaly 107.01362 Not an anomaly
## 1439 94.95293 Anomaly 107.01362 Not an anomaly
## 1440 94.95293 Anomaly 107.01362 Not an anomaly
## 1441 94.95293 Anomaly 107.01362 Not an anomaly
## 1442 94.95293 Anomaly 107.01362 Not an anomaly
## 1443 94.95293 Anomaly 107.01362 Not an anomaly
## 1444 94.95293 Anomaly 107.01362 Not an anomaly
## 1445 94.95293 Anomaly 107.01362 Not an anomaly
## 1446 94.95293 Anomaly 107.01362 Not an anomaly
## 1447 94.95293 Anomaly 107.01362 Not an anomaly
## 1448 94.95293 Anomaly 107.01362 Not an anomaly
## 1449 94.95293 Anomaly 107.01362 Not an anomaly
## 1450 94.95293 Anomaly 107.01362 Not an anomaly
## 1451 94.95293 Anomaly 107.01362 Not an anomaly
## 1452 94.95293 Anomaly 87.54964 Not an anomaly
## 1453 94.95293 Anomaly 107.01362 Not an anomaly
## 1454 94.95293 Anomaly 107.01362 Not an anomaly
## 1455 94.95293 Anomaly 107.01362 Not an anomaly
## 1456 94.95293 Anomaly 107.01362 Not an anomaly
## 1457 94.95293 Anomaly 107.01362 Not an anomaly
## 1458 94.95293 Anomaly 107.01362 Not an anomaly
## 1459 94.95293 Anomaly 107.01362 Not an anomaly
## 1460 94.95293 Anomaly 107.01362 Not an anomaly
## 1461 94.95293 Anomaly 107.01362 Not an anomaly
## 1462 94.95293 Anomaly 107.01362 Not an anomaly
## 1463 94.95293 Anomaly 107.01362 Not an anomaly
## 1464 94.95293 Anomaly 107.01362 Not an anomaly
## 1465 94.95293 Anomaly 107.01362 Not an anomaly
## 1466 94.95293 Anomaly 107.01362 Not an anomaly
## 1467 94.95293 Anomaly 107.01362 Not an anomaly
## 1468 94.95293 Anomaly 107.01362 Not an anomaly
## 1469 94.95293 Anomaly 107.01362 Not an anomaly
## 1470 94.95293 Anomaly 107.01362 Not an anomaly
## 1471 94.95293 Anomaly 107.01362 Not an anomaly
## 1472 94.95293 Anomaly 107.01362 Not an anomaly
## 1473 94.95293 Anomaly 107.01362 Not an anomaly
## 1474 94.95293 Anomaly 107.01362 Not an anomaly
## 1475 94.95293 Anomaly 107.01362 Not an anomaly
## 1476 94.95293 Anomaly 107.01362 Not an anomaly
## 1477 94.95293 Anomaly 107.01362 Not an anomaly
## 1478 94.95293 Anomaly 87.54964 Not an anomaly
## 1479 94.95293 Anomaly 107.01362 Not an anomaly
## 1480 94.95293 Anomaly 107.01362 Not an anomaly
## 1481 94.95293 Anomaly 107.01362 Not an anomaly
## 1482 94.95293 Anomaly 107.01362 Not an anomaly
## 1483 94.95293 Anomaly 107.01362 Not an anomaly
## 1484 94.95293 Anomaly 107.01362 Not an anomaly
## 1485 94.95293 Anomaly 107.01362 Not an anomaly
## 1486 94.95293 Anomaly 107.01362 Not an anomaly
## 1487 94.95293 Anomaly 107.01362 Not an anomaly
## 1488 94.95293 Anomaly 107.01362 Not an anomaly
## 1489 94.95293 Anomaly 107.01362 Not an anomaly
## 1490 94.95293 Anomaly 107.01362 Not an anomaly
## 1491 94.95293 Anomaly 107.01362 Not an anomaly
## 1492 94.95293 Anomaly 107.01362 Not an anomaly
## 1493 94.95293 Anomaly 107.01362 Not an anomaly
## 1494 94.95293 Anomaly 107.01362 Not an anomaly
## 1495 94.95293 Anomaly 107.01362 Not an anomaly
## 1496 94.95293 Anomaly 107.01362 Not an anomaly
## 1497 94.95293 Anomaly 107.01362 Not an anomaly
## 1498 94.95293 Anomaly 107.01362 Not an anomaly
## 1499 94.95293 Anomaly 107.01362 Not an anomaly
## 1500 94.95293 Anomaly 107.01362 Not an anomaly
## 1501 94.95293 Anomaly 107.01362 Not an anomaly
## 1502 94.95293 Anomaly 107.01362 Not an anomaly
## 1503 94.95293 Anomaly 107.01362 Not an anomaly
## 1504 94.95293 Anomaly 107.01362 Not an anomaly
## 1505 94.95293 Anomaly 87.54964 Not an anomaly
## 1506 94.95293 Anomaly 107.01362 Not an anomaly
## 1507 94.95293 Anomaly 107.01362 Not an anomaly
## 1508 94.95293 Anomaly 107.01362 Not an anomaly
## 1509 94.95293 Anomaly 107.01362 Not an anomaly
## 1510 94.95293 Anomaly 107.01362 Not an anomaly
## 1511 94.95293 Anomaly 107.01362 Not an anomaly
## 1512 94.95293 Anomaly 86.08425 Not an anomaly
## 1513 94.95293 Anomaly 86.08425 Not an anomaly
## 1514 94.95293 Anomaly 107.01362 Not an anomaly
## 1515 94.95293 Anomaly 107.01362 Not an anomaly
## 1516 94.95293 Anomaly 107.01362 Not an anomaly
## 1517 94.95293 Anomaly 87.54964 Not an anomaly
## 1518 94.95293 Anomaly 107.01362 Not an anomaly
## 1519 94.95293 Anomaly 86.08425 Not an anomaly
## 1520 94.95293 Anomaly 107.01362 Not an anomaly
## 1521 94.95293 Anomaly 86.08425 Not an anomaly
## 1522 94.95293 Anomaly 107.01362 Not an anomaly
## 1523 94.95293 Anomaly 107.01362 Not an anomaly
## 1524 94.95293 Anomaly 107.01362 Not an anomaly
## 1525 94.95293 Anomaly 107.01362 Not an anomaly
## 1526 94.95293 Anomaly 86.08425 Not an anomaly
## 1527 94.95293 Anomaly 107.01362 Not an anomaly
## 1528 94.95293 Anomaly 107.01362 Not an anomaly
## 1529 94.95293 Anomaly 107.01362 Not an anomaly
## 1530 94.95293 Anomaly 107.01362 Not an anomaly
## 1531 94.95293 Anomaly 86.08425 Not an anomaly
## 1532 94.95293 Anomaly 86.08425 Not an anomaly
## 1533 94.95293 Anomaly 107.01362 Not an anomaly
## 1534 94.95293 Anomaly 86.08425 Not an anomaly
## 1535 94.95293 Anomaly 107.01362 Not an anomaly
## 1536 94.95293 Anomaly 86.08425 Not an anomaly
## 1537 94.95293 Anomaly 86.08425 Not an anomaly
## 1538 94.95293 Anomaly 107.01362 Not an anomaly
## 1539 94.95293 Anomaly 86.08425 Not an anomaly
## 1540 94.95293 Anomaly 83.48858 Anomaly
## 1541 94.95293 Anomaly 87.54964 Not an anomaly
## 1542 94.95293 Anomaly 107.01362 Not an anomaly
## 1543 94.95293 Anomaly 87.54964 Not an anomaly
## 1544 94.95293 Anomaly 87.54964 Not an anomaly
## 1545 94.95293 Anomaly 86.08425 Not an anomaly
## 1546 94.95293 Anomaly 107.01362 Not an anomaly
## 1547 94.95293 Anomaly 86.08425 Not an anomaly
## 1548 94.95293 Anomaly 107.01362 Not an anomaly
## 1549 94.95293 Anomaly 86.08425 Not an anomaly
## 1550 94.95293 Anomaly 87.54964 Not an anomaly
## 1551 94.95293 Anomaly 107.01362 Not an anomaly
## 1552 94.95293 Anomaly 87.54964 Not an anomaly
## 1553 94.95293 Anomaly 107.01362 Not an anomaly
## 1554 94.95293 Anomaly 107.01362 Not an anomaly
## 1555 94.95293 Anomaly 87.54964 Not an anomaly
## 1556 94.95293 Anomaly 107.01362 Not an anomaly
## 1557 94.95293 Anomaly 107.01362 Not an anomaly
## 1558 94.95293 Anomaly 107.01362 Not an anomaly
## 1559 94.95293 Anomaly 107.01362 Not an anomaly
## 1560 94.95293 Anomaly 86.08425 Not an anomaly
## 1561 94.95293 Anomaly 107.01362 Not an anomaly
## 1562 94.95293 Anomaly 107.01362 Not an anomaly
## 1563 94.95293 Anomaly 107.01362 Not an anomaly
## 1564 94.95293 Anomaly 107.01362 Not an anomaly
## 1565 94.95293 Anomaly 107.01362 Not an anomaly
## 1566 94.95293 Anomaly 87.54964 Not an anomaly
## 1567 94.95293 Anomaly 87.54964 Not an anomaly
## 1568 94.95293 Anomaly 107.01362 Not an anomaly
## 1569 94.95293 Anomaly 87.54964 Not an anomaly
## 1570 94.95293 Anomaly 107.01362 Not an anomaly
## 1571 94.95293 Anomaly 87.54964 Not an anomaly
## 1572 94.95293 Anomaly 107.01362 Not an anomaly
## 1573 94.95293 Anomaly 107.01362 Not an anomaly
## 1574 94.95293 Anomaly 107.01362 Not an anomaly
## 1575 94.95293 Anomaly 107.01362 Not an anomaly
## 1576 94.95293 Anomaly 107.01362 Not an anomaly
## 1577 94.95293 Anomaly 107.01362 Not an anomaly
## 1578 94.95293 Anomaly 87.54964 Not an anomaly
## 1579 94.95293 Anomaly 107.01362 Not an anomaly
## 1580 94.95293 Anomaly 107.01362 Not an anomaly
## 1581 94.95293 Anomaly 107.01362 Not an anomaly
## 1582 94.95293 Anomaly 107.01362 Not an anomaly
## 1583 94.95293 Anomaly 107.01362 Not an anomaly
## 1584 94.95293 Anomaly 107.01362 Not an anomaly
## 1585 94.95293 Anomaly 107.01362 Not an anomaly
## 1586 94.95293 Anomaly 107.01362 Not an anomaly
## 1587 94.95293 Anomaly 107.01362 Not an anomaly
## 1588 94.95293 Anomaly 83.48858 Anomaly
## 1589 94.95293 Anomaly 107.01362 Not an anomaly
## 1590 94.95293 Anomaly 107.01362 Not an anomaly
## 1591 94.95293 Anomaly 107.01362 Not an anomaly
## 1592 94.95293 Anomaly 107.01362 Not an anomaly
## 1593 94.95293 Anomaly 107.01362 Not an anomaly
## 1594 94.95293 Anomaly 107.01362 Not an anomaly
## 1595 94.95293 Anomaly 107.01362 Not an anomaly
## 1596 94.95293 Anomaly 87.54964 Not an anomaly
## 1597 94.95293 Anomaly 107.01362 Not an anomaly
## 1598 94.95293 Anomaly 107.01362 Not an anomaly
## 1599 94.95293 Anomaly 107.01362 Not an anomaly
## 1600 94.95293 Anomaly 107.01362 Not an anomaly
## 1601 94.95293 Anomaly 107.01362 Not an anomaly
## 1602 94.95293 Anomaly 107.01362 Not an anomaly
## 1603 94.95293 Anomaly 107.01362 Not an anomaly
## 1604 94.95293 Anomaly 107.01362 Not an anomaly
## 1605 94.95293 Anomaly 86.08425 Not an anomaly
## 1606 94.95293 Anomaly 86.08425 Not an anomaly
## 1607 94.95293 Anomaly 107.01362 Not an anomaly
## 1608 94.95293 Anomaly 107.01362 Not an anomaly
## 1609 94.95293 Anomaly 87.54964 Not an anomaly
## 1610 94.95293 Anomaly 107.01362 Not an anomaly
## 1611 94.95293 Anomaly 107.01362 Not an anomaly
## 1612 94.95293 Anomaly 107.01362 Not an anomaly
## 1613 94.95293 Anomaly 107.01362 Not an anomaly
## 1614 94.95293 Anomaly 107.01362 Not an anomaly
## 1615 94.95293 Anomaly 107.01362 Not an anomaly
## 1616 94.95293 Anomaly 107.01362 Not an anomaly
## 1617 94.95293 Anomaly 107.01362 Not an anomaly
## 1618 94.95293 Anomaly 107.01362 Not an anomaly
## 1619 94.95293 Anomaly 107.01362 Not an anomaly
## 1620 94.95293 Anomaly 87.54964 Not an anomaly
## 1621 94.95293 Anomaly 107.01362 Not an anomaly
## 1622 94.95293 Anomaly 107.01362 Not an anomaly
## 1623 94.95293 Anomaly 107.01362 Not an anomaly
## 1624 94.95293 Anomaly 107.01362 Not an anomaly
## 1625 94.95293 Anomaly 107.01362 Not an anomaly
## 1626 94.95293 Anomaly 107.01362 Not an anomaly
## 1627 94.95293 Anomaly 107.01362 Not an anomaly
## 1628 94.95293 Anomaly 87.54964 Not an anomaly
## 1629 94.95293 Anomaly 107.01362 Not an anomaly
## 1630 94.95293 Anomaly 107.01362 Not an anomaly
## 1631 94.95293 Anomaly 107.01362 Not an anomaly
## 1632 94.95293 Anomaly 107.01362 Not an anomaly
## 1633 94.95293 Anomaly 107.01362 Not an anomaly
## 1634 94.95293 Anomaly 107.01362 Not an anomaly
## 1635 94.95293 Anomaly 107.01362 Not an anomaly
## 1636 94.95293 Anomaly 87.54964 Not an anomaly
## 1637 94.95293 Anomaly 107.01362 Not an anomaly
## 1638 94.95293 Anomaly 107.01362 Not an anomaly
## 1639 94.95293 Anomaly 107.01362 Not an anomaly
## 1640 94.95293 Anomaly 87.54964 Not an anomaly
## 1641 94.95293 Anomaly 87.54964 Not an anomaly
## 1642 94.95293 Anomaly 107.01362 Not an anomaly
## 1643 94.95293 Anomaly 107.01362 Not an anomaly
## 1644 94.95293 Anomaly 83.48858 Anomaly
## 1645 94.95293 Anomaly 107.01362 Not an anomaly
## 1646 94.95293 Anomaly 107.01362 Not an anomaly
## 1647 94.95293 Anomaly 107.01362 Not an anomaly
## 1648 94.95293 Anomaly 107.01362 Not an anomaly
## 1649 94.95293 Anomaly 107.01362 Not an anomaly
## 1650 94.95293 Anomaly 107.01362 Not an anomaly
## 1651 94.95293 Anomaly 107.01362 Not an anomaly
## 1652 94.95293 Anomaly 107.01362 Not an anomaly
## 1653 94.95293 Anomaly 107.01362 Not an anomaly
## 1654 94.95293 Anomaly 107.01362 Not an anomaly
## 1655 94.95293 Anomaly 107.01362 Not an anomaly
## 1656 94.95293 Anomaly 107.01362 Not an anomaly
## 1657 94.95293 Anomaly 107.01362 Not an anomaly
## 1658 94.95293 Anomaly 107.01362 Not an anomaly
## 1659 94.95293 Anomaly 107.01362 Not an anomaly
## 1660 94.95293 Anomaly 107.01362 Not an anomaly
## 1661 94.95293 Anomaly 107.01362 Not an anomaly
## 1662 94.95293 Anomaly 107.01362 Not an anomaly
## 1663 94.95293 Anomaly 107.01362 Not an anomaly
## 1664 94.95293 Anomaly 107.01362 Not an anomaly
## 1665 94.95293 Anomaly 107.01362 Not an anomaly
## 1666 94.95293 Anomaly 107.01362 Not an anomaly
## 1667 94.95293 Anomaly 87.54964 Not an anomaly
## 1668 94.95293 Anomaly 87.54964 Not an anomaly
## 1669 94.95293 Anomaly 107.01362 Not an anomaly
## 1670 94.95293 Anomaly 107.01362 Not an anomaly
## 1671 94.95293 Anomaly 107.01362 Not an anomaly
## 1672 94.95293 Anomaly 107.01362 Not an anomaly
## 1673 94.95293 Anomaly 87.54964 Not an anomaly
## 1674 94.95293 Anomaly 107.01362 Not an anomaly
## 1675 94.95293 Anomaly 107.01362 Not an anomaly
## 1676 94.95293 Anomaly 107.01362 Not an anomaly
## 1677 94.95293 Anomaly 107.01362 Not an anomaly
## 1678 94.95293 Anomaly 107.01362 Not an anomaly
## 1679 94.95293 Anomaly 87.54964 Not an anomaly
## 1680 94.95293 Anomaly 107.01362 Not an anomaly
## 1681 94.95293 Anomaly 107.01362 Not an anomaly
## 1682 94.95293 Anomaly 107.01362 Not an anomaly
## 1683 94.95293 Anomaly 107.01362 Not an anomaly
## 1684 94.95293 Anomaly 107.01362 Not an anomaly
## 1685 94.95293 Anomaly 107.01362 Not an anomaly
## 1686 94.95293 Anomaly 107.01362 Not an anomaly
## 1687 94.95293 Anomaly 87.54964 Not an anomaly
## 1688 94.95293 Anomaly 107.01362 Not an anomaly
## 1689 94.95293 Anomaly 86.08425 Not an anomaly
## 1690 94.95293 Anomaly 107.01362 Not an anomaly
## 1691 94.95293 Anomaly 86.08425 Not an anomaly
## 1692 94.95293 Anomaly 107.01362 Not an anomaly
## 1693 94.95293 Anomaly 107.01362 Not an anomaly
## 1694 94.95293 Anomaly 107.01362 Not an anomaly
## 1695 94.95293 Anomaly 107.01362 Not an anomaly
## 1696 94.95293 Anomaly 87.54964 Not an anomaly
## 1697 94.95293 Anomaly 107.01362 Not an anomaly
## 1698 94.95293 Anomaly 107.01362 Not an anomaly
## 1699 94.95293 Anomaly 107.01362 Not an anomaly
## 1700 94.95293 Anomaly 107.01362 Not an anomaly
## 1701 94.95293 Anomaly 107.01362 Not an anomaly
## 1702 94.95293 Anomaly 107.01362 Not an anomaly
## 1703 94.95293 Anomaly 107.01362 Not an anomaly
## 1704 94.95293 Anomaly 107.01362 Not an anomaly
## 1705 94.95293 Anomaly 107.01362 Not an anomaly
## 1706 94.95293 Anomaly 107.01362 Not an anomaly
## 1707 94.95293 Anomaly 107.01362 Not an anomaly
## 1708 94.95293 Anomaly 83.48858 Anomaly
## 1709 94.95293 Anomaly 107.01362 Not an anomaly
## 1710 94.95293 Anomaly 107.01362 Not an anomaly
## 1711 94.95293 Anomaly 107.01362 Not an anomaly
## 1712 94.95293 Anomaly 87.54964 Not an anomaly
## 1713 94.95293 Anomaly 107.01362 Not an anomaly
## 1714 94.95293 Anomaly 107.01362 Not an anomaly
## 1715 94.95293 Anomaly 87.54964 Not an anomaly
## 1716 94.95293 Anomaly 107.01362 Not an anomaly
## 1717 94.95293 Anomaly 87.54964 Not an anomaly
## 1718 94.95293 Anomaly 107.01362 Not an anomaly
## 1719 94.95293 Anomaly 107.01362 Not an anomaly
## 1720 94.95293 Anomaly 107.01362 Not an anomaly
## 1721 94.95293 Anomaly 87.54964 Not an anomaly
## 1722 94.95293 Anomaly 87.54964 Not an anomaly
## 1723 94.95293 Anomaly 107.01362 Not an anomaly
## 1724 94.95293 Anomaly 107.01362 Not an anomaly
## 1725 94.95293 Anomaly 107.01362 Not an anomaly
## 1726 94.95293 Anomaly 107.01362 Not an anomaly
## 1727 94.95293 Anomaly 107.01362 Not an anomaly
## 1728 94.95293 Anomaly 107.01362 Not an anomaly
## 1729 94.95293 Anomaly 107.01362 Not an anomaly
## 1730 94.95293 Anomaly 107.01362 Not an anomaly
## 1731 94.95293 Anomaly 107.01362 Not an anomaly
## 1732 94.95293 Anomaly 107.01362 Not an anomaly
## 1733 94.95293 Anomaly 107.01362 Not an anomaly
## 1734 94.95293 Anomaly 83.48858 Anomaly
## 1735 94.95293 Anomaly 107.01362 Not an anomaly
## 1736 94.95293 Anomaly 107.01362 Not an anomaly
## 1737 94.95293 Anomaly 87.54964 Not an anomaly
## 1738 94.95293 Anomaly 87.54964 Not an anomaly
## 1739 94.95293 Anomaly 107.01362 Not an anomaly
## 1740 94.95293 Anomaly 87.54964 Not an anomaly
## 1741 94.95293 Anomaly 87.54964 Not an anomaly
## 1742 94.95293 Anomaly 107.01362 Not an anomaly
## 1743 94.95293 Anomaly 107.01362 Not an anomaly
## 1744 94.95293 Anomaly 107.01362 Not an anomaly
## 1745 94.95293 Anomaly 86.08425 Not an anomaly
## 1746 94.95293 Anomaly 107.01362 Not an anomaly
## 1747 94.95293 Anomaly 107.01362 Not an anomaly
## 1748 94.95293 Anomaly 107.01362 Not an anomaly
## 1749 94.95293 Anomaly 107.01362 Not an anomaly
## 1750 94.95293 Anomaly 107.01362 Not an anomaly
## 1751 94.95293 Anomaly 107.01362 Not an anomaly
## 1752 94.95293 Anomaly 107.01362 Not an anomaly
## 1753 94.95293 Anomaly 83.48858 Anomaly
## 1754 94.95293 Anomaly 107.01362 Not an anomaly
## 1755 94.95293 Anomaly 87.54964 Not an anomaly
## 1756 94.95293 Anomaly 107.01362 Not an anomaly
## 1757 94.95293 Anomaly 107.01362 Not an anomaly
## 1758 94.95293 Anomaly 107.01362 Not an anomaly
## 1759 94.95293 Anomaly 107.01362 Not an anomaly
## 1760 94.95293 Anomaly 107.01362 Not an anomaly
## 1761 94.95293 Anomaly 107.01362 Not an anomaly
## 1762 94.95293 Anomaly 86.08425 Not an anomaly
## 1763 94.95293 Anomaly 107.01362 Not an anomaly
## 1764 94.95293 Anomaly 86.08425 Not an anomaly
## 1765 94.95293 Anomaly 107.01362 Not an anomaly
## 1766 94.95293 Anomaly 107.01362 Not an anomaly
## 1767 94.95293 Anomaly 107.01362 Not an anomaly
## 1768 94.95293 Anomaly 107.01362 Not an anomaly
## 1769 94.95293 Anomaly 107.01362 Not an anomaly
## 1770 94.95293 Anomaly 87.54964 Not an anomaly
## 1771 94.95293 Anomaly 107.01362 Not an anomaly
## 1772 94.95293 Anomaly 87.54964 Not an anomaly
## 1773 94.95293 Anomaly 83.48858 Anomaly
## 1774 94.95293 Anomaly 107.01362 Not an anomaly
## 1775 94.95293 Anomaly 87.54964 Not an anomaly
## 1776 94.95293 Anomaly 107.01362 Not an anomaly
## 1777 94.95293 Anomaly 87.54964 Not an anomaly
## 1778 94.95293 Anomaly 107.01362 Not an anomaly
## 1779 94.95293 Anomaly 107.01362 Not an anomaly
## 1780 94.95293 Anomaly 107.01362 Not an anomaly
## 1781 94.95293 Anomaly 107.01362 Not an anomaly
## 1782 94.95293 Anomaly 107.01362 Not an anomaly
## 1783 94.95293 Anomaly 107.01362 Not an anomaly
## 1784 94.95293 Anomaly 107.01362 Not an anomaly
## 1785 94.95293 Anomaly 107.01362 Not an anomaly
## 1786 94.95293 Anomaly 107.01362 Not an anomaly
## 1787 94.95293 Anomaly 107.01362 Not an anomaly
## 1788 94.95293 Anomaly 107.01362 Not an anomaly
## 1789 94.95293 Anomaly 107.01362 Not an anomaly
## 1790 94.95293 Anomaly 107.01362 Not an anomaly
## 1791 94.95293 Anomaly 87.54964 Not an anomaly
## 1792 94.95293 Anomaly 107.01362 Not an anomaly
## 1793 94.95293 Anomaly 107.01362 Not an anomaly
## 1794 94.95293 Anomaly 86.08425 Not an anomaly
## 1795 94.95293 Anomaly 107.01362 Not an anomaly
## 1796 94.95293 Anomaly 107.01362 Not an anomaly
## 1797 94.95293 Anomaly 107.01362 Not an anomaly
## 1798 94.95293 Anomaly 107.01362 Not an anomaly
## 1799 94.95293 Anomaly 107.01362 Not an anomaly
## 1800 94.95293 Anomaly 107.01362 Not an anomaly
## 1801 94.95293 Anomaly 107.01362 Not an anomaly
## 1802 94.95293 Anomaly 107.01362 Not an anomaly
## 1803 94.95293 Anomaly 87.54964 Not an anomaly
## 1804 94.95293 Anomaly 107.01362 Not an anomaly
## 1805 94.95293 Anomaly 107.01362 Not an anomaly
## 1806 94.95293 Anomaly 107.01362 Not an anomaly
## 1807 94.95293 Anomaly 107.01362 Not an anomaly
## 1808 94.95293 Anomaly 107.01362 Not an anomaly
## 1809 94.95293 Anomaly 107.01362 Not an anomaly
## 1810 94.95293 Anomaly 107.01362 Not an anomaly
## 1811 94.95293 Anomaly 107.01362 Not an anomaly
## 1812 94.95293 Anomaly 107.01362 Not an anomaly
## 1813 94.95293 Anomaly 107.01362 Not an anomaly
## 1814 94.95293 Anomaly 107.01362 Not an anomaly
## 1815 94.95293 Anomaly 107.01362 Not an anomaly
## 1816 94.95293 Anomaly 107.01362 Not an anomaly
## 1817 94.95293 Anomaly 107.01362 Not an anomaly
## 1818 94.95293 Anomaly 107.01362 Not an anomaly
## 1819 94.95293 Anomaly 107.01362 Not an anomaly
## 1820 94.95293 Anomaly 107.01362 Not an anomaly
## 1821 94.95293 Anomaly 107.01362 Not an anomaly
## 1822 94.95293 Anomaly 107.01362 Not an anomaly
## 1823 94.95293 Anomaly 107.01362 Not an anomaly
## 1824 94.95293 Anomaly 107.01362 Not an anomaly
## 1825 94.95293 Anomaly 107.01362 Not an anomaly
## 1826 94.95293 Anomaly 107.01362 Not an anomaly
## 1827 94.95293 Anomaly 87.54964 Not an anomaly
## 1828 94.95293 Anomaly 107.01362 Not an anomaly
## 1829 94.95293 Anomaly 107.01362 Not an anomaly
## 1830 94.95293 Anomaly 107.01362 Not an anomaly
## 1831 94.95293 Anomaly 107.01362 Not an anomaly
## 1832 94.95293 Anomaly 107.01362 Not an anomaly
## 1833 94.95293 Anomaly 107.01362 Not an anomaly
## 1834 94.95293 Anomaly 87.54964 Not an anomaly
## 1835 94.95293 Anomaly 107.01362 Not an anomaly
## 1836 94.95293 Anomaly 107.01362 Not an anomaly
## 1837 94.95293 Anomaly 107.01362 Not an anomaly
## 1838 94.95293 Anomaly 107.01362 Not an anomaly
## 1839 94.95293 Anomaly 107.01362 Not an anomaly
## 1840 94.95293 Anomaly 86.08425 Not an anomaly
## 1841 94.95293 Anomaly 86.08425 Not an anomaly
## 1842 94.95293 Anomaly 86.08425 Not an anomaly
## 1843 94.95293 Anomaly 86.08425 Not an anomaly
## 1844 94.95293 Anomaly 86.08425 Not an anomaly
## 1845 94.95293 Anomaly 107.01362 Not an anomaly
## 1846 94.95293 Anomaly 107.01362 Not an anomaly
## 1847 94.95293 Anomaly 107.01362 Not an anomaly
## 1848 94.95293 Anomaly 86.08425 Not an anomaly
## 1849 94.95293 Anomaly 86.08425 Not an anomaly
## 1850 94.95293 Anomaly 107.01362 Not an anomaly
## 1851 94.95293 Anomaly 107.01362 Not an anomaly
## 1852 94.95293 Anomaly 107.01362 Not an anomaly
## 1853 94.95293 Anomaly 87.54964 Not an anomaly
## 1854 94.95293 Anomaly 107.01362 Not an anomaly
## 1855 94.95293 Anomaly 107.01362 Not an anomaly
## 1856 94.95293 Anomaly 87.54964 Not an anomaly
## 1857 94.95293 Anomaly 87.54964 Not an anomaly
## 1858 94.95293 Anomaly 107.01362 Not an anomaly
## 1859 94.95293 Anomaly 107.01362 Not an anomaly
## 1860 94.95293 Anomaly 107.01362 Not an anomaly
## 1861 94.95293 Anomaly 107.01362 Not an anomaly
## 1862 94.95293 Anomaly 107.01362 Not an anomaly
## 1863 94.95293 Anomaly 107.01362 Not an anomaly
## 1864 94.95293 Anomaly 107.01362 Not an anomaly
## 1865 94.95293 Anomaly 107.01362 Not an anomaly
## 1866 94.95293 Anomaly 107.01362 Not an anomaly
## 1867 94.95293 Anomaly 107.01362 Not an anomaly
## 1868 94.95293 Anomaly 87.54964 Not an anomaly
## 1869 94.95293 Anomaly 107.01362 Not an anomaly
## 1870 94.95293 Anomaly 107.01362 Not an anomaly
## 1871 94.95293 Anomaly 107.01362 Not an anomaly
## 1872 94.95293 Anomaly 86.08425 Not an anomaly
## 1873 94.95293 Anomaly 107.01362 Not an anomaly
## 1874 94.95293 Anomaly 107.01362 Not an anomaly
## 1875 94.95293 Anomaly 107.01362 Not an anomaly
## 1876 94.95293 Anomaly 107.01362 Not an anomaly
## 1877 94.95293 Anomaly 107.01362 Not an anomaly
## 1878 94.95293 Anomaly 107.01362 Not an anomaly
## 1879 94.95293 Anomaly 107.01362 Not an anomaly
## 1880 94.95293 Anomaly 107.01362 Not an anomaly
## 1881 94.95293 Anomaly 107.01362 Not an anomaly
## 1882 94.95293 Anomaly 107.01362 Not an anomaly
## 1883 94.95293 Anomaly 107.01362 Not an anomaly
## 1884 94.95293 Anomaly 107.01362 Not an anomaly
## 1885 94.95293 Anomaly 83.48858 Anomaly
## 1886 94.95293 Anomaly 107.01362 Not an anomaly
## 1887 94.95293 Anomaly 107.01362 Not an anomaly
## 1888 94.95293 Anomaly 86.08425 Not an anomaly
## 1889 94.95293 Anomaly 107.01362 Not an anomaly
## 1890 94.95293 Anomaly 86.08425 Not an anomaly
## 1891 94.95293 Anomaly 107.01362 Not an anomaly
## 1892 94.95293 Anomaly 107.01362 Not an anomaly
## 1893 94.95293 Anomaly 107.01362 Not an anomaly
## 1894 94.95293 Anomaly 107.01362 Not an anomaly
## 1895 94.95293 Anomaly 107.01362 Not an anomaly
## 1896 94.95293 Anomaly 107.01362 Not an anomaly
## 1897 94.95293 Anomaly 107.01362 Not an anomaly
## 1898 94.95293 Anomaly 107.01362 Not an anomaly
## 1899 94.95293 Anomaly 107.01362 Not an anomaly
## 1900 94.95293 Anomaly 87.54964 Not an anomaly
## 1901 94.95293 Anomaly 107.01362 Not an anomaly
## 1902 94.95293 Anomaly 107.01362 Not an anomaly
## 1903 94.95293 Anomaly 87.54964 Not an anomaly
## 1904 94.95293 Anomaly 107.01362 Not an anomaly
## 1905 94.95293 Anomaly 86.08425 Not an anomaly
## 1906 94.95293 Anomaly 86.08425 Not an anomaly
## 1907 94.95293 Anomaly 86.08425 Not an anomaly
## 1908 94.95293 Anomaly 107.01362 Not an anomaly
## 1909 94.95293 Anomaly 86.08425 Not an anomaly
## 1910 94.95293 Anomaly 86.08425 Not an anomaly
## 1911 94.95293 Anomaly 86.08425 Not an anomaly
## 1912 94.95293 Anomaly 86.08425 Not an anomaly
## 1913 94.95293 Anomaly 107.01362 Not an anomaly
## 1914 94.95293 Anomaly 86.08425 Not an anomaly
## 1915 94.95293 Anomaly 86.08425 Not an anomaly
## 1916 94.95293 Anomaly 107.01362 Not an anomaly
## 1917 94.95293 Anomaly 107.01362 Not an anomaly
## 1918 94.95293 Anomaly 83.48858 Anomaly
## 1919 94.95293 Anomaly 107.01362 Not an anomaly
## 1920 94.95293 Anomaly 107.01362 Not an anomaly
## 1921 94.95293 Anomaly 107.01362 Not an anomaly
## 1922 94.95293 Anomaly 107.01362 Not an anomaly
## 1923 94.95293 Anomaly 87.54964 Not an anomaly
## 1924 94.95293 Anomaly 107.01362 Not an anomaly
## 1925 94.95293 Anomaly 107.01362 Not an anomaly
## 1926 94.95293 Anomaly 107.01362 Not an anomaly
## 1927 94.95293 Anomaly 107.01362 Not an anomaly
## 1928 94.95293 Anomaly 107.01362 Not an anomaly
## 1929 94.95293 Anomaly 107.01362 Not an anomaly
## 1930 94.95293 Anomaly 107.01362 Not an anomaly
## 1931 94.95293 Anomaly 87.54964 Not an anomaly
## 1932 94.95293 Anomaly 107.01362 Not an anomaly
## 1933 94.95293 Anomaly 107.01362 Not an anomaly
## 1934 94.95293 Anomaly 107.01362 Not an anomaly
## 1935 94.95293 Anomaly 107.01362 Not an anomaly
## 1936 94.95293 Anomaly 107.01362 Not an anomaly
## 1937 94.95293 Anomaly 107.01362 Not an anomaly
## 1938 94.95293 Anomaly 107.01362 Not an anomaly
## 1939 94.95293 Anomaly 107.01362 Not an anomaly
## 1940 94.95293 Anomaly 107.01362 Not an anomaly
## 1941 94.95293 Anomaly 107.01362 Not an anomaly
## 1942 94.95293 Anomaly 107.01362 Not an anomaly
## 1943 94.95293 Anomaly 86.08425 Not an anomaly
## 1944 94.95293 Anomaly 86.08425 Not an anomaly
## 1945 94.95293 Anomaly 86.08425 Not an anomaly
## 1946 94.95293 Anomaly 107.01362 Not an anomaly
## 1947 94.95293 Anomaly 86.08425 Not an anomaly
## 1948 94.95293 Anomaly 107.01362 Not an anomaly
## 1949 94.95293 Anomaly 107.01362 Not an anomaly
## 1950 94.95293 Anomaly 107.01362 Not an anomaly
## 1951 94.95293 Anomaly 107.01362 Not an anomaly
## 1952 94.95293 Anomaly 107.01362 Not an anomaly
## 1953 94.95293 Anomaly 107.01362 Not an anomaly
## 1954 94.95293 Anomaly 107.01362 Not an anomaly
## 1955 94.95293 Anomaly 107.01362 Not an anomaly
## 1956 94.95293 Anomaly 107.01362 Not an anomaly
## 1957 94.95293 Anomaly 87.54964 Not an anomaly
## 1958 94.95293 Anomaly 107.01362 Not an anomaly
## 1959 94.95293 Anomaly 87.54964 Not an anomaly
## 1960 94.95293 Anomaly 107.01362 Not an anomaly
## 1961 94.95293 Anomaly 107.01362 Not an anomaly
## 1962 94.95293 Anomaly 107.01362 Not an anomaly
## 1963 94.95293 Anomaly 83.48858 Anomaly
## 1964 94.95293 Anomaly 107.01362 Not an anomaly
## 1965 94.95293 Anomaly 107.01362 Not an anomaly
## 1966 94.95293 Anomaly 87.54964 Not an anomaly
## 1967 94.95293 Anomaly 107.01362 Not an anomaly
## 1968 94.95293 Anomaly 87.54964 Not an anomaly
## 1969 94.95293 Anomaly 87.54964 Not an anomaly
## 1970 94.95293 Anomaly 107.01362 Not an anomaly
## 1971 94.95293 Anomaly 83.48858 Anomaly
## 1972 94.95293 Anomaly 86.08425 Not an anomaly
## 1973 94.95293 Anomaly 107.01362 Not an anomaly
## 1974 94.95293 Anomaly 86.08425 Not an anomaly
## 1975 94.95293 Anomaly 107.01362 Not an anomaly
## 1976 94.95293 Anomaly 107.01362 Not an anomaly
## 1977 94.95293 Anomaly 107.01362 Not an anomaly
## 1978 94.95293 Anomaly 107.01362 Not an anomaly
## 1979 94.95293 Anomaly 107.01362 Not an anomaly
## 1980 94.95293 Anomaly 107.01362 Not an anomaly
## 1981 94.95293 Anomaly 107.01362 Not an anomaly
## 1982 94.95293 Anomaly 107.01362 Not an anomaly
## 1983 94.95293 Anomaly 107.01362 Not an anomaly
## 1984 94.95293 Anomaly 107.01362 Not an anomaly
## 1985 94.95293 Anomaly 107.01362 Not an anomaly
## 1986 94.95293 Anomaly 107.01362 Not an anomaly
## 1987 94.95293 Anomaly 107.01362 Not an anomaly
## 1988 94.95293 Anomaly 107.01362 Not an anomaly
## 1989 94.95293 Anomaly 107.01362 Not an anomaly
## 1990 94.95293 Anomaly 107.01362 Not an anomaly
## 1991 94.95293 Anomaly 107.01362 Not an anomaly
## 1992 94.95293 Anomaly 107.01362 Not an anomaly
## 1993 94.95293 Anomaly 107.01362 Not an anomaly
## 1994 94.95293 Anomaly 107.01362 Not an anomaly
## 1995 94.95293 Anomaly 86.08425 Not an anomaly
## 1996 94.95293 Anomaly 107.01362 Not an anomaly
## 1997 94.95293 Anomaly 107.01362 Not an anomaly
## 1998 94.95293 Anomaly 107.01362 Not an anomaly
## 1999 94.95293 Anomaly 107.01362 Not an anomaly
## 2000 94.95293 Anomaly 107.01362 Not an anomaly
## 2001 94.95293 Anomaly 107.01362 Not an anomaly
## 2002 94.95293 Anomaly 107.01362 Not an anomaly
## 2003 94.95293 Anomaly 107.01362 Not an anomaly
## 2004 94.95293 Anomaly 83.48858 Anomaly
## 2005 94.95293 Anomaly 107.01362 Not an anomaly
## 2006 94.95293 Anomaly 107.01362 Not an anomaly
## 2007 94.95293 Anomaly 107.01362 Not an anomaly
## 2008 94.95293 Anomaly 107.01362 Not an anomaly
## 2009 94.95293 Anomaly 107.01362 Not an anomaly
## 2010 94.95293 Anomaly 86.08425 Not an anomaly
## 2011 94.95293 Anomaly 107.01362 Not an anomaly
## 2012 94.95293 Anomaly 107.01362 Not an anomaly
## 2013 94.95293 Anomaly 107.01362 Not an anomaly
## 2014 94.95293 Anomaly 107.01362 Not an anomaly
## 2015 94.95293 Anomaly 87.54964 Not an anomaly
## 2016 94.95293 Anomaly 87.54964 Not an anomaly
## 2017 94.95293 Anomaly 87.54964 Not an anomaly
## 2018 94.95293 Anomaly 107.01362 Not an anomaly
## 2019 94.95293 Anomaly 87.54964 Not an anomaly
## 2020 94.95293 Anomaly 107.01362 Not an anomaly
## 2021 94.95293 Anomaly 87.54964 Not an anomaly
## 2022 94.95293 Anomaly 107.01362 Not an anomaly
## 2023 94.95293 Anomaly 107.01362 Not an anomaly
## 2024 94.95293 Anomaly 107.01362 Not an anomaly
## 2025 94.95293 Anomaly 107.01362 Not an anomaly
## 2026 94.95293 Anomaly 87.54964 Not an anomaly
## 2027 94.95293 Anomaly 107.01362 Not an anomaly
## 2028 94.95293 Anomaly 107.01362 Not an anomaly
## 2029 94.95293 Anomaly 107.01362 Not an anomaly
## 2030 94.95293 Anomaly 107.01362 Not an anomaly
## 2031 94.95293 Anomaly 107.01362 Not an anomaly
## 2032 94.95293 Anomaly 107.01362 Not an anomaly
## 2033 94.95293 Anomaly 107.01362 Not an anomaly
## 2034 94.95293 Anomaly 107.01362 Not an anomaly
## 2035 94.95293 Anomaly 107.01362 Not an anomaly
## 2036 94.95293 Anomaly 107.01362 Not an anomaly
## 2037 94.95293 Anomaly 107.01362 Not an anomaly
## 2038 94.95293 Anomaly 107.01362 Not an anomaly
## 2039 94.95293 Anomaly 107.01362 Not an anomaly
## 2040 94.95293 Anomaly 87.54964 Not an anomaly
## 2041 94.95293 Anomaly 107.01362 Not an anomaly
## 2042 94.95293 Anomaly 87.54964 Not an anomaly
## 2043 94.95293 Anomaly 107.01362 Not an anomaly
## 2044 94.95293 Anomaly 107.01362 Not an anomaly
## 2045 94.95293 Anomaly 107.01362 Not an anomaly
## 2046 94.95293 Anomaly 107.01362 Not an anomaly
## 2047 94.95293 Anomaly 107.01362 Not an anomaly
## 2048 94.95293 Anomaly 87.54964 Not an anomaly
## 2049 94.95293 Anomaly 107.01362 Not an anomaly
## 2050 94.95293 Anomaly 87.54964 Not an anomaly
## 2051 94.95293 Anomaly 107.01362 Not an anomaly
## 2052 94.95293 Anomaly 107.01362 Not an anomaly
## 2053 94.95293 Anomaly 107.01362 Not an anomaly
## 2054 94.95293 Anomaly 87.54964 Not an anomaly
## 2055 94.95293 Anomaly 87.54964 Not an anomaly
## 2056 94.95293 Anomaly 107.01362 Not an anomaly
## 2057 94.95293 Anomaly 107.01362 Not an anomaly
## 2058 94.95293 Anomaly 107.01362 Not an anomaly
## 2059 94.95293 Anomaly 107.01362 Not an anomaly
## 2060 94.95293 Anomaly 107.01362 Not an anomaly
## 2061 94.95293 Anomaly 107.01362 Not an anomaly
## 2062 94.95293 Anomaly 107.01362 Not an anomaly
## 2063 94.95293 Anomaly 107.01362 Not an anomaly
## 2064 94.95293 Anomaly 107.01362 Not an anomaly
## 2065 94.95293 Anomaly 86.08425 Not an anomaly
## 2066 94.95293 Anomaly 86.08425 Not an anomaly
## 2067 94.95293 Anomaly 86.08425 Not an anomaly
## 2068 94.95293 Anomaly 107.01362 Not an anomaly
## 2069 94.95293 Anomaly 86.08425 Not an anomaly
## 2070 94.95293 Anomaly 86.08425 Not an anomaly
## 2071 94.95293 Anomaly 86.08425 Not an anomaly
## 2072 94.95293 Anomaly 86.08425 Not an anomaly
## 2073 94.95293 Anomaly 86.08425 Not an anomaly
## 2074 94.95293 Anomaly 86.08425 Not an anomaly
## 2075 94.95293 Anomaly 107.01362 Not an anomaly
## 2076 94.95293 Anomaly 107.01362 Not an anomaly
## 2077 94.95293 Anomaly 107.01362 Not an anomaly
## 2078 94.95293 Anomaly 107.01362 Not an anomaly
## 2079 94.95293 Anomaly 107.01362 Not an anomaly
## 2080 94.95293 Anomaly 107.01362 Not an anomaly
## 2081 94.95293 Anomaly 107.01362 Not an anomaly
## 2082 94.95293 Anomaly 107.01362 Not an anomaly
## 2083 94.95293 Anomaly 107.01362 Not an anomaly
## 2084 94.95293 Anomaly 107.01362 Not an anomaly
## 2085 94.95293 Anomaly 107.01362 Not an anomaly
## 2086 94.95293 Anomaly 107.01362 Not an anomaly
## 2087 94.95293 Anomaly 87.54964 Not an anomaly
## 2088 94.95293 Anomaly 86.08425 Not an anomaly
## 2089 94.95293 Anomaly 107.01362 Not an anomaly
## 2090 94.95293 Anomaly 107.01362 Not an anomaly
## 2091 94.95293 Anomaly 107.01362 Not an anomaly
## 2092 94.95293 Anomaly 107.01362 Not an anomaly
## 2093 94.95293 Anomaly 107.01362 Not an anomaly
## 2094 94.95293 Anomaly 107.01362 Not an anomaly
## 2095 94.95293 Anomaly 107.01362 Not an anomaly
## 2096 94.95293 Anomaly 107.01362 Not an anomaly
## 2097 94.95293 Anomaly 87.54964 Not an anomaly
## 2098 94.95293 Anomaly 107.01362 Not an anomaly
## 2099 94.95293 Anomaly 107.01362 Not an anomaly
## 2100 94.95293 Anomaly 87.54964 Not an anomaly
## 2101 94.95293 Anomaly 107.01362 Not an anomaly
## 2102 94.95293 Anomaly 87.54964 Not an anomaly
## 2103 94.95293 Anomaly 107.01362 Not an anomaly
## 2104 94.95293 Anomaly 87.54964 Not an anomaly
## 2105 94.95293 Anomaly 87.54964 Not an anomaly
## 2106 94.95293 Anomaly 107.01362 Not an anomaly
## 2107 94.95293 Anomaly 107.01362 Not an anomaly
## 2108 94.95293 Anomaly 107.01362 Not an anomaly
## 2109 94.95293 Anomaly 107.01362 Not an anomaly
## 2110 94.95293 Anomaly 107.01362 Not an anomaly
## 2111 94.95293 Anomaly 87.54964 Not an anomaly
## 2112 94.95293 Anomaly 107.01362 Not an anomaly
## 2113 94.95293 Anomaly 107.01362 Not an anomaly
## 2114 94.95293 Anomaly 107.01362 Not an anomaly
## 2115 94.95293 Anomaly 107.01362 Not an anomaly
## 2116 94.95293 Anomaly 107.01362 Not an anomaly
## 2117 94.95293 Anomaly 107.01362 Not an anomaly
## 2118 94.95293 Anomaly 107.01362 Not an anomaly
## 2119 94.95293 Anomaly 107.01362 Not an anomaly
## 2120 94.95293 Anomaly 107.01362 Not an anomaly
## 2121 94.95293 Anomaly 86.08425 Not an anomaly
## 2122 94.95293 Anomaly 87.54964 Not an anomaly
## 2123 94.95293 Anomaly 107.01362 Not an anomaly
## 2124 94.95293 Anomaly 107.01362 Not an anomaly
## 2125 94.95293 Anomaly 107.01362 Not an anomaly
## 2126 94.95293 Anomaly 107.01362 Not an anomaly
## 2127 94.95293 Anomaly 107.01362 Not an anomaly
## 2128 94.95293 Anomaly 87.54964 Not an anomaly
## 2129 94.95293 Anomaly 107.01362 Not an anomaly
## 2130 94.95293 Anomaly 107.01362 Not an anomaly
## 2131 94.95293 Anomaly 107.01362 Not an anomaly
## 2132 94.95293 Anomaly 107.01362 Not an anomaly
## 2133 94.95293 Anomaly 107.01362 Not an anomaly
## 2134 94.95293 Anomaly 107.01362 Not an anomaly
## 2135 94.95293 Anomaly 107.01362 Not an anomaly
## 2136 94.95293 Anomaly 107.01362 Not an anomaly
## 2137 94.95293 Anomaly 107.01362 Not an anomaly
## 2138 94.95293 Anomaly 86.08425 Not an anomaly
## 2139 94.95293 Anomaly 107.01362 Not an anomaly
## 2140 94.95293 Anomaly 107.01362 Not an anomaly
## 2141 94.95293 Anomaly 107.01362 Not an anomaly
## 2142 94.95293 Anomaly 107.01362 Not an anomaly
## 2143 94.95293 Anomaly 107.01362 Not an anomaly
## 2144 94.95293 Anomaly 107.01362 Not an anomaly
## 2145 94.95293 Anomaly 107.01362 Not an anomaly
## 2146 94.95293 Anomaly 86.08425 Not an anomaly
## 2147 94.95293 Anomaly 86.08425 Not an anomaly
## 2148 94.95293 Anomaly 86.08425 Not an anomaly
## 2149 94.95293 Anomaly 87.54964 Not an anomaly
## 2150 94.95293 Anomaly 107.01362 Not an anomaly
## 2151 94.95293 Anomaly 107.01362 Not an anomaly
## 2152 94.95293 Anomaly 86.08425 Not an anomaly
## 2153 94.95293 Anomaly 107.01362 Not an anomaly
## 2154 94.95293 Anomaly 107.01362 Not an anomaly
## 2155 94.95293 Anomaly 107.01362 Not an anomaly
## 2156 94.95293 Anomaly 107.01362 Not an anomaly
## 2157 94.95293 Anomaly 107.01362 Not an anomaly
## 2158 94.95293 Anomaly 107.01362 Not an anomaly
## 2159 94.95293 Anomaly 107.01362 Not an anomaly
## 2160 94.95293 Anomaly 107.01362 Not an anomaly
## 2161 94.95293 Anomaly 107.01362 Not an anomaly
## 2162 94.95293 Anomaly 87.54964 Not an anomaly
## 2163 94.95293 Anomaly 107.01362 Not an anomaly
## 2164 94.95293 Anomaly 107.01362 Not an anomaly
## 2165 94.95293 Anomaly 83.48858 Anomaly
## 2166 94.95293 Anomaly 107.01362 Not an anomaly
## 2167 94.95293 Anomaly 107.01362 Not an anomaly
## 2168 94.95293 Anomaly 107.01362 Not an anomaly
## 2169 94.95293 Anomaly 107.01362 Not an anomaly
## 2170 94.95293 Anomaly 107.01362 Not an anomaly
## 2171 94.95293 Anomaly 107.01362 Not an anomaly
## 2172 94.95293 Anomaly 107.01362 Not an anomaly
## 2173 94.95293 Anomaly 86.08425 Not an anomaly
## 2174 94.95293 Anomaly 83.48858 Anomaly
## 2175 94.95293 Anomaly 86.08425 Not an anomaly
## 2176 94.95293 Anomaly 107.01362 Not an anomaly
## 2177 94.95293 Anomaly 107.01362 Not an anomaly
## 2178 94.95293 Anomaly 107.01362 Not an anomaly
## 2179 94.95293 Anomaly 107.01362 Not an anomaly
## 2180 94.95293 Anomaly 107.01362 Not an anomaly
## 2181 94.95293 Anomaly 87.54964 Not an anomaly
## 2182 94.95293 Anomaly 107.01362 Not an anomaly
## 2183 94.95293 Anomaly 107.01362 Not an anomaly
## 2184 94.95293 Anomaly 107.01362 Not an anomaly
## 2185 94.95293 Anomaly 107.01362 Not an anomaly
## 2186 94.95293 Anomaly 107.01362 Not an anomaly
## 2187 94.95293 Anomaly 107.01362 Not an anomaly
## 2188 94.95293 Anomaly 107.01362 Not an anomaly
## 2189 94.95293 Anomaly 107.01362 Not an anomaly
## 2190 94.95293 Anomaly 107.01362 Not an anomaly
## 2191 94.95293 Anomaly 107.01362 Not an anomaly
## 2192 94.95293 Anomaly 107.01362 Not an anomaly
## 2193 94.95293 Anomaly 107.01362 Not an anomaly
## 2194 94.95293 Anomaly 107.01362 Not an anomaly
## 2195 94.95293 Anomaly 107.01362 Not an anomaly
## 2196 94.95293 Anomaly 107.01362 Not an anomaly
## 2197 94.95293 Anomaly 107.01362 Not an anomaly
## 2198 94.95293 Anomaly 107.01362 Not an anomaly
## 2199 94.95293 Anomaly 107.01362 Not an anomaly
## 2200 94.95293 Anomaly 107.01362 Not an anomaly
## 2201 94.95293 Anomaly 83.48858 Anomaly
## 2202 94.95293 Anomaly 107.01362 Not an anomaly
## 2203 94.95293 Anomaly 107.01362 Not an anomaly
## 2204 94.95293 Anomaly 107.01362 Not an anomaly
## 2205 94.95293 Anomaly 87.54964 Not an anomaly
## 2206 94.95293 Anomaly 107.01362 Not an anomaly
## 2207 94.95293 Anomaly 107.01362 Not an anomaly
## 2208 94.95293 Anomaly 107.01362 Not an anomaly
## 2209 94.95293 Anomaly 107.01362 Not an anomaly
## 2210 94.95293 Anomaly 107.01362 Not an anomaly
## 2211 94.95293 Anomaly 107.01362 Not an anomaly
## 2212 94.95293 Anomaly 107.01362 Not an anomaly
## 2213 94.95293 Anomaly 107.01362 Not an anomaly
## 2214 94.95293 Anomaly 107.01362 Not an anomaly
## 2215 94.95293 Anomaly 107.01362 Not an anomaly
## 2216 94.95293 Anomaly 107.01362 Not an anomaly
## 2217 94.95293 Anomaly 107.01362 Not an anomaly
## 2218 94.95293 Anomaly 107.01362 Not an anomaly
## 2219 94.95293 Anomaly 107.01362 Not an anomaly
## 2220 94.95293 Anomaly 107.01362 Not an anomaly
## 2221 94.95293 Anomaly 107.01362 Not an anomaly
## 2222 94.95293 Anomaly 107.01362 Not an anomaly
## 2223 94.95293 Anomaly 107.01362 Not an anomaly
## 2224 94.95293 Anomaly 107.01362 Not an anomaly
## 2225 94.95293 Anomaly 86.08425 Not an anomaly
## 2226 94.95293 Anomaly 107.01362 Not an anomaly
## 2227 94.95293 Anomaly 107.01362 Not an anomaly
## 2228 94.95293 Anomaly 107.01362 Not an anomaly
## 2229 94.95293 Anomaly 83.48858 Anomaly
## 2230 94.95293 Anomaly 83.48858 Anomaly
## 2231 94.95293 Anomaly 107.01362 Not an anomaly
## 2232 94.95293 Anomaly 83.48858 Anomaly
## 2233 94.95293 Anomaly 107.01362 Not an anomaly
## 2234 94.95293 Anomaly 107.01362 Not an anomaly
## 2235 94.95293 Anomaly 107.01362 Not an anomaly
## 2236 94.95293 Anomaly 107.01362 Not an anomaly
## 2237 94.95293 Anomaly 107.01362 Not an anomaly
## 2238 94.95293 Anomaly 107.01362 Not an anomaly
## 2239 94.95293 Anomaly 107.01362 Not an anomaly
## 2240 94.95293 Anomaly 107.01362 Not an anomaly
## 2241 94.95293 Anomaly 107.01362 Not an anomaly
## 2242 94.95293 Anomaly 107.01362 Not an anomaly
## 2243 94.95293 Anomaly 107.01362 Not an anomaly
## 2244 94.95293 Anomaly 107.01362 Not an anomaly
## 2245 94.95293 Anomaly 107.01362 Not an anomaly
## 2246 94.95293 Anomaly 107.01362 Not an anomaly
## 2247 94.95293 Anomaly 107.01362 Not an anomaly
## 2248 94.95293 Anomaly 107.01362 Not an anomaly
## 2249 94.95293 Anomaly 86.08425 Not an anomaly
## 2250 94.95293 Anomaly 107.01362 Not an anomaly
## 2251 94.95293 Anomaly 86.08425 Not an anomaly
## 2252 94.95293 Anomaly 107.01362 Not an anomaly
## 2253 94.95293 Anomaly 86.08425 Not an anomaly
## 2254 94.95293 Anomaly 86.08425 Not an anomaly
## 2255 94.95293 Anomaly 107.01362 Not an anomaly
## 2256 94.95293 Anomaly 107.01362 Not an anomaly
## 2257 94.95293 Anomaly 107.01362 Not an anomaly
## 2258 94.95293 Anomaly 107.01362 Not an anomaly
## 2259 94.95293 Anomaly 107.01362 Not an anomaly
## 2260 94.95293 Anomaly 107.01362 Not an anomaly
## 2261 94.95293 Anomaly 86.08425 Not an anomaly
## 2262 94.95293 Anomaly 107.01362 Not an anomaly
## 2263 94.95293 Anomaly 87.54964 Not an anomaly
## 2264 94.95293 Anomaly 87.54964 Not an anomaly
## 2265 94.95293 Anomaly 107.01362 Not an anomaly
## 2266 94.95293 Anomaly 87.54964 Not an anomaly
## 2267 94.95293 Anomaly 87.54964 Not an anomaly
## 2268 94.95293 Anomaly 87.54964 Not an anomaly
## 2269 94.95293 Anomaly 87.54964 Not an anomaly
## 2270 94.95293 Anomaly 86.08425 Not an anomaly
## 2271 94.95293 Anomaly 107.01362 Not an anomaly
## 2272 94.95293 Anomaly 87.54964 Not an anomaly
## 2273 94.95293 Anomaly 87.54964 Not an anomaly
## 2274 94.95293 Anomaly 87.54964 Not an anomaly
## 2275 94.95293 Anomaly 107.01362 Not an anomaly
## 2276 94.95293 Anomaly 87.54964 Not an anomaly
## 2277 94.95293 Anomaly 87.54964 Not an anomaly
## 2278 94.95293 Anomaly 107.01362 Not an anomaly
## 2279 94.95293 Anomaly 86.08425 Not an anomaly
## 2280 94.95293 Anomaly 107.01362 Not an anomaly
## 2281 94.95293 Anomaly 107.01362 Not an anomaly
## 2282 94.95293 Anomaly 87.54964 Not an anomaly
## 2283 94.95293 Anomaly 86.08425 Not an anomaly
## 2284 94.95293 Anomaly 107.01362 Not an anomaly
## 2285 94.95293 Anomaly 107.01362 Not an anomaly
## 2286 94.95293 Anomaly 107.01362 Not an anomaly
## 2287 94.95293 Anomaly 107.01362 Not an anomaly
## 2288 94.95293 Anomaly 86.08425 Not an anomaly
## 2289 94.95293 Anomaly 107.01362 Not an anomaly
## 2290 94.95293 Anomaly 107.01362 Not an anomaly
## 2291 94.95293 Anomaly 87.54964 Not an anomaly
## 2292 94.95293 Anomaly 87.54964 Not an anomaly
## 2293 94.95293 Anomaly 107.01362 Not an anomaly
## 2294 94.95293 Anomaly 107.01362 Not an anomaly
## 2295 94.95293 Anomaly 87.54964 Not an anomaly
## 2296 94.95293 Anomaly 87.54964 Not an anomaly
## 2297 94.95293 Anomaly 87.54964 Not an anomaly
## 2298 94.95293 Anomaly 107.01362 Not an anomaly
## 2299 94.95293 Anomaly 107.01362 Not an anomaly
## 2300 94.95293 Anomaly 107.01362 Not an anomaly
## 2301 94.95293 Anomaly 107.01362 Not an anomaly
## 2302 94.95293 Anomaly 107.01362 Not an anomaly
## 2303 94.95293 Anomaly 107.01362 Not an anomaly
## 2304 94.95293 Anomaly 107.01362 Not an anomaly
## 2305 94.95293 Anomaly 107.01362 Not an anomaly
## 2306 94.95293 Anomaly 107.01362 Not an anomaly
## 2307 94.95293 Anomaly 107.01362 Not an anomaly
## 2308 94.95293 Anomaly 107.01362 Not an anomaly
## 2309 94.95293 Anomaly 87.54964 Not an anomaly
## 2310 94.95293 Anomaly 87.54964 Not an anomaly
## 2311 94.95293 Anomaly 107.01362 Not an anomaly
## 2312 94.95293 Anomaly 107.01362 Not an anomaly
## 2313 94.95293 Anomaly 107.01362 Not an anomaly
## 2314 94.95293 Anomaly 107.01362 Not an anomaly
## 2315 94.95293 Anomaly 107.01362 Not an anomaly
## 2316 94.95293 Anomaly 107.01362 Not an anomaly
## 2317 94.95293 Anomaly 107.01362 Not an anomaly
## 2318 94.95293 Anomaly 107.01362 Not an anomaly
## 2319 94.95293 Anomaly 107.01362 Not an anomaly
## 2320 94.95293 Anomaly 107.01362 Not an anomaly
## 2321 94.95293 Anomaly 107.01362 Not an anomaly
## 2322 94.95293 Anomaly 107.01362 Not an anomaly
## 2323 94.95293 Anomaly 107.01362 Not an anomaly
## 2324 94.95293 Anomaly 107.01362 Not an anomaly
## 2325 94.95293 Anomaly 107.01362 Not an anomaly
## 2326 94.95293 Anomaly 107.01362 Not an anomaly
## 2327 94.95293 Anomaly 107.01362 Not an anomaly
## 2328 94.95293 Anomaly 107.01362 Not an anomaly
## 2329 94.95293 Anomaly 107.01362 Not an anomaly
## 2330 94.95293 Anomaly 107.01362 Not an anomaly
## 2331 94.95293 Anomaly 107.01362 Not an anomaly
## 2332 94.95293 Anomaly 107.01362 Not an anomaly
## 2333 94.95293 Anomaly 107.01362 Not an anomaly
## 2334 94.95293 Anomaly 107.01362 Not an anomaly
## 2335 94.95293 Anomaly 107.01362 Not an anomaly
## 2336 94.95293 Anomaly 107.01362 Not an anomaly
## 2337 94.95293 Anomaly 107.01362 Not an anomaly
## 2338 94.95293 Anomaly 107.01362 Not an anomaly
## 2339 94.95293 Anomaly 107.01362 Not an anomaly
## 2340 94.95293 Anomaly 107.01362 Not an anomaly
## 2341 94.95293 Anomaly 107.01362 Not an anomaly
## 2342 94.95293 Anomaly 107.01362 Not an anomaly
## 2343 94.95293 Anomaly 107.01362 Not an anomaly
## 2344 94.95293 Anomaly 107.01362 Not an anomaly
## 2345 94.95293 Anomaly 107.01362 Not an anomaly
## 2346 94.95293 Anomaly 107.01362 Not an anomaly
## 2347 94.95293 Anomaly 107.01362 Not an anomaly
## 2348 94.95293 Anomaly 87.54964 Not an anomaly
## 2349 94.95293 Anomaly 87.54964 Not an anomaly
## 2350 94.95293 Anomaly 107.01362 Not an anomaly
## 2351 94.95293 Anomaly 107.01362 Not an anomaly
## 2352 94.95293 Anomaly 107.01362 Not an anomaly
## 2353 94.95293 Anomaly 107.01362 Not an anomaly
## 2354 94.95293 Anomaly 107.01362 Not an anomaly
## 2355 94.95293 Anomaly 107.01362 Not an anomaly
## 2356 94.95293 Anomaly 86.08425 Not an anomaly
## 2357 94.95293 Anomaly 107.01362 Not an anomaly
## 2358 94.95293 Anomaly 107.01362 Not an anomaly
## 2359 94.95293 Anomaly 107.01362 Not an anomaly
## 2360 94.95293 Anomaly 107.01362 Not an anomaly
## 2361 94.95293 Anomaly 107.01362 Not an anomaly
## 2362 94.95293 Anomaly 107.01362 Not an anomaly
## 2363 94.95293 Anomaly 107.01362 Not an anomaly
## 2364 94.95293 Anomaly 107.01362 Not an anomaly
## 2365 94.95293 Anomaly 107.01362 Not an anomaly
## 2366 94.95293 Anomaly 107.01362 Not an anomaly
## 2367 94.95293 Anomaly 86.08425 Not an anomaly
## 2368 94.95293 Anomaly 107.01362 Not an anomaly
## 2369 94.95293 Anomaly 107.01362 Not an anomaly
## 2370 94.95293 Anomaly 107.01362 Not an anomaly
## 2371 94.95293 Anomaly 107.01362 Not an anomaly
## 2372 94.95293 Anomaly 107.01362 Not an anomaly
## 2373 94.95293 Anomaly 107.01362 Not an anomaly
## 2374 94.95293 Anomaly 107.01362 Not an anomaly
## 2375 94.95293 Anomaly 107.01362 Not an anomaly
## 2376 94.95293 Anomaly 107.01362 Not an anomaly
## 2377 94.95293 Anomaly 107.01362 Not an anomaly
## 2378 94.95293 Anomaly 107.01362 Not an anomaly
## 2379 94.95293 Anomaly 107.01362 Not an anomaly
## 2380 94.95293 Anomaly 107.01362 Not an anomaly
## 2381 94.95293 Anomaly 107.01362 Not an anomaly
## 2382 94.95293 Anomaly 107.01362 Not an anomaly
## 2383 94.95293 Anomaly 107.01362 Not an anomaly
## 2384 94.95293 Anomaly 107.01362 Not an anomaly
## 2385 94.95293 Anomaly 107.01362 Not an anomaly
## 2386 94.95293 Anomaly 107.01362 Not an anomaly
## 2387 94.95293 Anomaly 107.01362 Not an anomaly
## 2388 94.95293 Anomaly 107.01362 Not an anomaly
## 2389 94.95293 Anomaly 107.01362 Not an anomaly
## 2390 94.95293 Anomaly 107.01362 Not an anomaly
## 2391 94.95293 Anomaly 107.01362 Not an anomaly
## 2392 94.95293 Anomaly 107.01362 Not an anomaly
## 2393 94.95293 Anomaly 107.01362 Not an anomaly
## 2394 94.95293 Anomaly 107.01362 Not an anomaly
## 2395 94.95293 Anomaly 107.01362 Not an anomaly
## 2396 94.95293 Anomaly 107.01362 Not an anomaly
## 2397 94.95293 Anomaly 107.01362 Not an anomaly
## 2398 94.95293 Anomaly 107.01362 Not an anomaly
## 2399 94.95293 Anomaly 107.01362 Not an anomaly
## 2400 94.95293 Anomaly 107.01362 Not an anomaly
## 2401 94.95293 Anomaly 107.01362 Not an anomaly
## 2402 94.95293 Anomaly 107.01362 Not an anomaly
## 2403 94.95293 Anomaly 107.01362 Not an anomaly
## 2404 94.95293 Anomaly 107.01362 Not an anomaly
## 2405 94.95293 Anomaly 107.01362 Not an anomaly
## 2406 94.95293 Anomaly 107.01362 Not an anomaly
## 2407 94.95293 Anomaly 107.01362 Not an anomaly
## 2408 94.95293 Anomaly 86.08425 Not an anomaly
## 2409 94.95293 Anomaly 107.01362 Not an anomaly
## 2410 94.95293 Anomaly 107.01362 Not an anomaly
## 2411 94.95293 Anomaly 107.01362 Not an anomaly
## 2412 94.95293 Anomaly 107.01362 Not an anomaly
## 2413 94.95293 Anomaly 107.01362 Not an anomaly
## 2414 94.95293 Anomaly 107.01362 Not an anomaly
## 2415 94.95293 Anomaly 107.01362 Not an anomaly
## 2416 94.95293 Anomaly 107.01362 Not an anomaly
## 2417 94.95293 Anomaly 107.01362 Not an anomaly
## 2418 94.95293 Anomaly 83.48858 Anomaly
## 2419 94.95293 Anomaly 83.48858 Anomaly
## 2420 94.95293 Anomaly 83.48858 Anomaly
## 2421 94.95293 Anomaly 86.08425 Not an anomaly
## 2422 94.95293 Anomaly 107.01362 Not an anomaly
## 2423 94.95293 Anomaly 107.01362 Not an anomaly
## 2424 94.95293 Anomaly 107.01362 Not an anomaly
## 2425 94.95293 Anomaly 107.01362 Not an anomaly
## 2426 94.95293 Anomaly 107.01362 Not an anomaly
## 2427 94.95293 Anomaly 107.01362 Not an anomaly
## 2428 94.95293 Anomaly 107.01362 Not an anomaly
## 2429 94.95293 Anomaly 107.01362 Not an anomaly
## 2430 94.95293 Anomaly 107.01362 Not an anomaly
## 2431 94.95293 Anomaly 107.01362 Not an anomaly
## 2432 94.95293 Anomaly 107.01362 Not an anomaly
## 2433 94.95293 Anomaly 86.08425 Not an anomaly
## 2434 94.95293 Anomaly 86.08425 Not an anomaly
## 2435 94.95293 Anomaly 107.01362 Not an anomaly
## 2436 94.95293 Anomaly 86.08425 Not an anomaly
## 2437 94.95293 Anomaly 107.01362 Not an anomaly
## 2438 94.95293 Anomaly 86.08425 Not an anomaly
## 2439 94.95293 Anomaly 107.01362 Not an anomaly
## 2440 94.95293 Anomaly 86.08425 Not an anomaly
## 2441 94.95293 Anomaly 86.08425 Not an anomaly
## 2442 94.95293 Anomaly 107.01362 Not an anomaly
## 2443 94.95293 Anomaly 87.54964 Not an anomaly
## 2444 94.95293 Anomaly 86.08425 Not an anomaly
## 2445 94.95293 Anomaly 86.08425 Not an anomaly
## 2446 94.95293 Anomaly 86.08425 Not an anomaly
## 2447 94.95293 Anomaly 107.01362 Not an anomaly
## 2448 94.95293 Anomaly 86.08425 Not an anomaly
## 2449 94.95293 Anomaly 107.01362 Not an anomaly
## 2450 94.95293 Anomaly 86.08425 Not an anomaly
## 2451 94.95293 Anomaly 107.01362 Not an anomaly
## 2452 94.95293 Anomaly 107.01362 Not an anomaly
## 2453 94.95293 Anomaly 107.01362 Not an anomaly
## 2454 94.95293 Anomaly 107.01362 Not an anomaly
## 2455 94.95293 Anomaly 107.01362 Not an anomaly
## 2456 94.95293 Anomaly 107.01362 Not an anomaly
## 2457 94.95293 Anomaly 107.01362 Not an anomaly
## 2458 94.95293 Anomaly 107.01362 Not an anomaly
## 2459 94.95293 Anomaly 107.01362 Not an anomaly
## 2460 94.95293 Anomaly 107.01362 Not an anomaly
## 2461 94.95293 Anomaly 107.01362 Not an anomaly
## 2462 94.95293 Anomaly 107.01362 Not an anomaly
## 2463 94.95293 Anomaly 107.01362 Not an anomaly
## 2464 94.95293 Anomaly 107.01362 Not an anomaly
## 2465 94.95293 Anomaly 107.01362 Not an anomaly
## 2466 94.95293 Anomaly 107.01362 Not an anomaly
## 2467 94.95293 Anomaly 87.54964 Not an anomaly
## 2468 94.95293 Anomaly 107.01362 Not an anomaly
## 2469 94.95293 Anomaly 87.54964 Not an anomaly
## 2470 94.95293 Anomaly 107.01362 Not an anomaly
## 2471 94.95293 Anomaly 107.01362 Not an anomaly
## 2472 94.95293 Anomaly 107.01362 Not an anomaly
## 2473 94.95293 Anomaly 107.01362 Not an anomaly
## 2474 94.95293 Anomaly 107.01362 Not an anomaly
## 2475 94.95293 Anomaly 107.01362 Not an anomaly
## 2476 94.95293 Anomaly 107.01362 Not an anomaly
## 2477 94.95293 Anomaly 107.01362 Not an anomaly
## 2478 94.95293 Anomaly 107.01362 Not an anomaly
## 2479 94.95293 Anomaly 86.08425 Not an anomaly
## 2480 94.95293 Anomaly 86.08425 Not an anomaly
## 2481 94.95293 Anomaly 107.01362 Not an anomaly
## 2482 94.95293 Anomaly 107.01362 Not an anomaly
## 2483 94.95293 Anomaly 107.01362 Not an anomaly
## 2484 94.95293 Anomaly 107.01362 Not an anomaly
## 2485 94.95293 Anomaly 107.01362 Not an anomaly
## 2486 94.95293 Anomaly 107.01362 Not an anomaly
## 2487 94.95293 Anomaly 86.08425 Not an anomaly
## 2488 94.95293 Anomaly 86.08425 Not an anomaly
## 2489 94.95293 Anomaly 86.08425 Not an anomaly
## 2490 94.95293 Anomaly 86.08425 Not an anomaly
## 2491 94.95293 Anomaly 86.08425 Not an anomaly
## 2492 94.95293 Anomaly 86.08425 Not an anomaly
## 2493 94.95293 Anomaly 86.08425 Not an anomaly
## 2494 94.95293 Anomaly 86.08425 Not an anomaly
## 2495 94.95293 Anomaly 86.08425 Not an anomaly
## 2496 94.95293 Anomaly 107.01362 Not an anomaly
## 2497 94.95293 Anomaly 86.08425 Not an anomaly
## 2498 94.95293 Anomaly 86.08425 Not an anomaly
## 2499 94.95293 Anomaly 86.08425 Not an anomaly
## 2500 94.95293 Anomaly 86.08425 Not an anomaly
## 2501 94.95293 Anomaly 86.08425 Not an anomaly
## 2502 94.95293 Anomaly 86.08425 Not an anomaly
## 2503 94.95293 Anomaly 86.08425 Not an anomaly
## 2504 94.95293 Anomaly 86.08425 Not an anomaly
## 2505 94.95293 Anomaly 86.08425 Not an anomaly
## 2506 94.95293 Anomaly 107.01362 Not an anomaly
## 2507 94.95293 Anomaly 86.08425 Not an anomaly
## 2508 94.95293 Anomaly 86.08425 Not an anomaly
## 2509 94.95293 Anomaly 86.08425 Not an anomaly
## 2510 94.95293 Anomaly 107.01362 Not an anomaly
## 2511 94.95293 Anomaly 86.08425 Not an anomaly
## 2512 94.95293 Anomaly 87.54964 Not an anomaly
## 2513 94.95293 Anomaly 87.54964 Not an anomaly
## 2514 94.95293 Anomaly 107.01362 Not an anomaly
## 2515 94.95293 Anomaly 107.01362 Not an anomaly
## 2516 94.95293 Anomaly 107.01362 Not an anomaly
## 2517 94.95293 Anomaly 107.01362 Not an anomaly
## 2518 94.95293 Anomaly 107.01362 Not an anomaly
## 2519 94.95293 Anomaly 107.01362 Not an anomaly
## 2520 94.95293 Anomaly 107.01362 Not an anomaly
## 2521 94.95293 Anomaly 107.01362 Not an anomaly
## 2522 94.95293 Anomaly 107.01362 Not an anomaly
## 2523 94.95293 Anomaly 87.54964 Not an anomaly
## 2524 94.95293 Anomaly 107.01362 Not an anomaly
## 2525 94.95293 Anomaly 107.01362 Not an anomaly
## 2526 94.95293 Anomaly 87.54964 Not an anomaly
## 2527 94.95293 Anomaly 87.54964 Not an anomaly
## 2528 94.95293 Anomaly 87.54964 Not an anomaly
## 2529 94.95293 Anomaly 107.01362 Not an anomaly
## 2530 94.95293 Anomaly 107.01362 Not an anomaly
## 2531 94.95293 Anomaly 107.01362 Not an anomaly
## 2532 94.95293 Anomaly 107.01362 Not an anomaly
## 2533 94.95293 Anomaly 107.01362 Not an anomaly
## 2534 94.95293 Anomaly 86.08425 Not an anomaly
## 2535 94.95293 Anomaly 86.08425 Not an anomaly
## 2536 94.95293 Anomaly 107.01362 Not an anomaly
## 2537 94.95293 Anomaly 86.08425 Not an anomaly
## 2538 94.95293 Anomaly 86.08425 Not an anomaly
## 2539 94.95293 Anomaly 86.08425 Not an anomaly
## 2540 94.95293 Anomaly 86.08425 Not an anomaly
## 2541 94.95293 Anomaly 107.01362 Not an anomaly
## 2542 94.95293 Anomaly 107.01362 Not an anomaly
## 2543 94.95293 Anomaly 107.01362 Not an anomaly
## 2544 94.95293 Anomaly 107.01362 Not an anomaly
## 2545 94.95293 Anomaly 107.01362 Not an anomaly
## 2546 94.95293 Anomaly 107.01362 Not an anomaly
## 2547 94.95293 Anomaly 107.01362 Not an anomaly
## 2548 94.95293 Anomaly 107.01362 Not an anomaly
## 2549 94.95293 Anomaly 107.01362 Not an anomaly
## 2550 94.95293 Anomaly 107.01362 Not an anomaly
## 2551 94.95293 Anomaly 107.01362 Not an anomaly
## 2552 94.95293 Anomaly 107.01362 Not an anomaly
## 2553 94.95293 Anomaly 107.01362 Not an anomaly
## 2554 94.95293 Anomaly 107.01362 Not an anomaly
## 2555 94.95293 Anomaly 107.01362 Not an anomaly
## 2556 94.95293 Anomaly 107.01362 Not an anomaly
## 2557 94.95293 Anomaly 107.01362 Not an anomaly
## 2558 94.95293 Anomaly 86.08425 Not an anomaly
## 2559 94.95293 Anomaly 107.01362 Not an anomaly
## 2560 94.95293 Anomaly 87.54964 Not an anomaly
## 2561 94.95293 Anomaly 86.08425 Not an anomaly
## 2562 94.95293 Anomaly 107.01362 Not an anomaly
## 2563 94.95293 Anomaly 86.08425 Not an anomaly
## 2564 94.95293 Anomaly 107.01362 Not an anomaly
## 2565 94.95293 Anomaly 107.01362 Not an anomaly
## 2566 94.95293 Anomaly 107.01362 Not an anomaly
## 2567 94.95293 Anomaly 107.01362 Not an anomaly
## 2568 94.95293 Anomaly 107.01362 Not an anomaly
## 2569 94.95293 Anomaly 107.01362 Not an anomaly
## 2570 94.95293 Anomaly 86.08425 Not an anomaly
## 2571 94.95293 Anomaly 107.01362 Not an anomaly
## 2572 94.95293 Anomaly 107.01362 Not an anomaly
## 2573 94.95293 Anomaly 107.01362 Not an anomaly
## 2574 94.95293 Anomaly 107.01362 Not an anomaly
## 2575 94.95293 Anomaly 107.01362 Not an anomaly
## 2576 94.95293 Anomaly 107.01362 Not an anomaly
## 2577 94.95293 Anomaly 107.01362 Not an anomaly
## 2578 94.95293 Anomaly 107.01362 Not an anomaly
## 2579 94.95293 Anomaly 86.08425 Not an anomaly
## 2580 94.95293 Anomaly 107.01362 Not an anomaly
## 2581 94.95293 Anomaly 87.54964 Not an anomaly
## 2582 94.95293 Anomaly 107.01362 Not an anomaly
## 2583 94.95293 Anomaly 86.08425 Not an anomaly
## 2584 94.95293 Anomaly 86.08425 Not an anomaly
## 2585 94.95293 Anomaly 86.08425 Not an anomaly
## 2586 94.95293 Anomaly 107.01362 Not an anomaly
## 2587 94.95293 Anomaly 107.01362 Not an anomaly
## 2588 94.95293 Anomaly 86.08425 Not an anomaly
## 2589 94.95293 Anomaly 86.08425 Not an anomaly
## 2590 94.95293 Anomaly 107.01362 Not an anomaly
## 2591 94.95293 Anomaly 107.01362 Not an anomaly
## 2592 94.95293 Anomaly 107.01362 Not an anomaly
## 2593 94.95293 Anomaly 107.01362 Not an anomaly
## 2594 94.95293 Anomaly 86.08425 Not an anomaly
## 2595 94.95293 Anomaly 86.08425 Not an anomaly
## 2596 94.95293 Anomaly 107.01362 Not an anomaly
## 2597 94.95293 Anomaly 86.08425 Not an anomaly
## 2598 94.95293 Anomaly 107.01362 Not an anomaly
## 2599 94.95293 Anomaly 107.01362 Not an anomaly
## 2600 94.95293 Anomaly 86.08425 Not an anomaly
## 2601 94.95293 Anomaly 107.01362 Not an anomaly
## 2602 94.95293 Anomaly 107.01362 Not an anomaly
## 2603 94.95293 Anomaly 107.01362 Not an anomaly
## 2604 94.95293 Anomaly 107.01362 Not an anomaly
## 2605 94.95293 Anomaly 87.54964 Not an anomaly
## 2606 94.95293 Anomaly 87.54964 Not an anomaly
## 2607 94.95293 Anomaly 107.01362 Not an anomaly
## 2608 94.95293 Anomaly 107.01362 Not an anomaly
## 2609 94.95293 Anomaly 107.01362 Not an anomaly
## 2610 94.95293 Anomaly 107.01362 Not an anomaly
## 2611 94.95293 Anomaly 107.01362 Not an anomaly
## 2612 94.95293 Anomaly 107.01362 Not an anomaly
## 2613 94.95293 Anomaly 107.01362 Not an anomaly
## 2614 94.95293 Anomaly 107.01362 Not an anomaly
## 2615 94.95293 Anomaly 107.01362 Not an anomaly
## 2616 94.95293 Anomaly 107.01362 Not an anomaly
## 2617 94.95293 Anomaly 107.01362 Not an anomaly
## 2618 94.95293 Anomaly 107.01362 Not an anomaly
## 2619 94.95293 Anomaly 107.01362 Not an anomaly
## 2620 94.95293 Anomaly 86.08425 Not an anomaly
## 2621 94.95293 Anomaly 86.08425 Not an anomaly
## 2622 94.95293 Anomaly 107.01362 Not an anomaly
## 2623 94.95293 Anomaly 107.01362 Not an anomaly
## 2624 94.95293 Anomaly 107.01362 Not an anomaly
## 2625 94.95293 Anomaly 107.01362 Not an anomaly
## 2626 94.95293 Anomaly 107.01362 Not an anomaly
## 2627 94.95293 Anomaly 107.01362 Not an anomaly
## 2628 94.95293 Anomaly 107.01362 Not an anomaly
## 2629 94.95293 Anomaly 107.01362 Not an anomaly
## 2630 94.95293 Anomaly 107.01362 Not an anomaly
## 2631 94.95293 Anomaly 107.01362 Not an anomaly
## 2632 94.95293 Anomaly 107.01362 Not an anomaly
## 2633 94.95293 Anomaly 107.01362 Not an anomaly
## 2634 94.95293 Anomaly 107.01362 Not an anomaly
## 2635 94.95293 Anomaly 107.01362 Not an anomaly
## 2636 94.95293 Anomaly 107.01362 Not an anomaly
## 2637 94.95293 Anomaly 107.01362 Not an anomaly
## 2638 94.95293 Anomaly 107.01362 Not an anomaly
## 2639 94.95293 Anomaly 107.01362 Not an anomaly
## 2640 94.95293 Anomaly 107.01362 Not an anomaly
## 2641 94.95293 Anomaly 107.01362 Not an anomaly
## 2642 94.95293 Anomaly 107.01362 Not an anomaly
## 2643 94.95293 Anomaly 107.01362 Not an anomaly
## 2644 94.95293 Anomaly 107.01362 Not an anomaly
## 2645 94.95293 Anomaly 107.01362 Not an anomaly
## 2646 94.95293 Anomaly 107.01362 Not an anomaly
## 2647 94.95293 Anomaly 107.01362 Not an anomaly
## 2648 94.95293 Anomaly 107.01362 Not an anomaly
## 2649 94.95293 Anomaly 107.01362 Not an anomaly
## 2650 94.95293 Anomaly 107.01362 Not an anomaly
## 2651 94.95293 Anomaly 107.01362 Not an anomaly
## 2652 94.95293 Anomaly 107.01362 Not an anomaly
## 2653 94.95293 Anomaly 107.01362 Not an anomaly
## 2654 94.95293 Anomaly 107.01362 Not an anomaly
## 2655 94.95293 Anomaly 107.01362 Not an anomaly
## 2656 94.95293 Anomaly 107.01362 Not an anomaly
## 2657 94.95293 Anomaly 107.01362 Not an anomaly
## 2658 94.95293 Anomaly 107.01362 Not an anomaly
## 2659 94.95293 Anomaly 107.01362 Not an anomaly
## 2660 94.95293 Anomaly 107.01362 Not an anomaly
## 2661 94.95293 Anomaly 107.01362 Not an anomaly
## 2662 94.95293 Anomaly 107.01362 Not an anomaly
## 2663 94.95293 Anomaly 107.01362 Not an anomaly
## 2664 94.95293 Anomaly 107.01362 Not an anomaly
## 2665 94.95293 Anomaly 107.01362 Not an anomaly
## 2666 94.95293 Anomaly 107.01362 Not an anomaly
## 2667 94.95293 Anomaly 107.01362 Not an anomaly
## 2668 94.95293 Anomaly 107.01362 Not an anomaly
## 2669 94.95293 Anomaly 107.01362 Not an anomaly
## 2670 94.95293 Anomaly 107.01362 Not an anomaly
## 2671 94.95293 Anomaly 107.01362 Not an anomaly
## 2672 94.95293 Anomaly 107.01362 Not an anomaly
## 2673 94.95293 Anomaly 107.01362 Not an anomaly
## 2674 94.95293 Anomaly 107.01362 Not an anomaly
## 2675 94.95293 Anomaly 107.01362 Not an anomaly
## 2676 94.95293 Anomaly 87.54964 Not an anomaly
## 2677 94.95293 Anomaly 107.01362 Not an anomaly
## 2678 94.95293 Anomaly 107.01362 Not an anomaly
## 2679 94.95293 Anomaly 107.01362 Not an anomaly
## 2680 94.95293 Anomaly 107.01362 Not an anomaly
## 2681 94.95293 Anomaly 107.01362 Not an anomaly
## 2682 94.95293 Anomaly 107.01362 Not an anomaly
## 2683 94.95293 Anomaly 107.01362 Not an anomaly
## 2684 94.95293 Anomaly 107.01362 Not an anomaly
## 2685 94.95293 Anomaly 107.01362 Not an anomaly
## 2686 94.95293 Anomaly 107.01362 Not an anomaly
## 2687 94.95293 Anomaly 87.54964 Not an anomaly
## 2688 94.95293 Anomaly 87.54964 Not an anomaly
## 2689 94.95293 Anomaly 87.54964 Not an anomaly
## 2690 94.95293 Anomaly 107.01362 Not an anomaly
## 2691 94.95293 Anomaly 107.01362 Not an anomaly
## 2692 94.95293 Anomaly 107.01362 Not an anomaly
## 2693 94.95293 Anomaly 107.01362 Not an anomaly
## 2694 94.95293 Anomaly 87.54964 Not an anomaly
## 2695 94.95293 Anomaly 87.54964 Not an anomaly
## 2696 94.95293 Anomaly 107.01362 Not an anomaly
## 2697 94.95293 Anomaly 107.01362 Not an anomaly
## 2698 94.95293 Anomaly 86.08425 Not an anomaly
## 2699 94.95293 Anomaly 87.54964 Not an anomaly
## 2700 94.95293 Anomaly 87.54964 Not an anomaly
## 2701 94.95293 Anomaly 87.54964 Not an anomaly
## 2702 94.95293 Anomaly 87.54964 Not an anomaly
## 2703 94.95293 Anomaly 107.01362 Not an anomaly
## 2704 94.95293 Anomaly 107.01362 Not an anomaly
## 2705 94.95293 Anomaly 107.01362 Not an anomaly
## 2706 94.95293 Anomaly 107.01362 Not an anomaly
## 2707 94.95293 Anomaly 107.01362 Not an anomaly
## 2708 94.95293 Anomaly 107.01362 Not an anomaly
## 2709 94.95293 Anomaly 107.01362 Not an anomaly
## 2710 94.95293 Anomaly 107.01362 Not an anomaly
## 2711 94.95293 Anomaly 86.08425 Not an anomaly
## 2712 94.95293 Anomaly 107.01362 Not an anomaly
## 2713 94.95293 Anomaly 107.01362 Not an anomaly
## 2714 94.95293 Anomaly 86.08425 Not an anomaly
## 2715 94.95293 Anomaly 107.01362 Not an anomaly
## 2716 94.95293 Anomaly 107.01362 Not an anomaly
## 2717 94.95293 Anomaly 107.01362 Not an anomaly
## 2718 94.95293 Anomaly 107.01362 Not an anomaly
## 2719 94.95293 Anomaly 107.01362 Not an anomaly
## 2720 94.95293 Anomaly 107.01362 Not an anomaly
## 2721 94.95293 Anomaly 107.01362 Not an anomaly
## 2722 94.95293 Anomaly 107.01362 Not an anomaly
## 2723 94.95293 Anomaly 107.01362 Not an anomaly
## 2724 94.95293 Anomaly 107.01362 Not an anomaly
## 2725 94.95293 Anomaly 107.01362 Not an anomaly
## 2726 94.95293 Anomaly 107.01362 Not an anomaly
## 2727 94.95293 Anomaly 107.01362 Not an anomaly
## 2728 94.95293 Anomaly 107.01362 Not an anomaly
## 2729 94.95293 Anomaly 107.01362 Not an anomaly
## 2730 94.95293 Anomaly 107.01362 Not an anomaly
## 2731 94.95293 Anomaly 107.01362 Not an anomaly
## 2732 94.95293 Anomaly 107.01362 Not an anomaly
## 2733 94.95293 Anomaly 107.01362 Not an anomaly
## 2734 94.95293 Anomaly 107.01362 Not an anomaly
## 2735 94.95293 Anomaly 107.01362 Not an anomaly
## 2736 94.95293 Anomaly 107.01362 Not an anomaly
## 2737 94.95293 Anomaly 107.01362 Not an anomaly
## 2738 94.95293 Anomaly 107.01362 Not an anomaly
## 2739 94.95293 Anomaly 107.01362 Not an anomaly
## 2740 94.95293 Anomaly 107.01362 Not an anomaly
## 2741 94.95293 Anomaly 107.01362 Not an anomaly
## 2742 94.95293 Anomaly 86.08425 Not an anomaly
## 2743 94.95293 Anomaly 107.01362 Not an anomaly
## 2744 94.95293 Anomaly 107.01362 Not an anomaly
## 2745 94.95293 Anomaly 107.01362 Not an anomaly
## 2746 94.95293 Anomaly 107.01362 Not an anomaly
## 2747 94.95293 Anomaly 107.01362 Not an anomaly
## 2748 94.95293 Anomaly 107.01362 Not an anomaly
## 2749 94.95293 Anomaly 107.01362 Not an anomaly
## 2750 94.95293 Anomaly 107.01362 Not an anomaly
## 2751 94.95293 Anomaly 107.01362 Not an anomaly
## 2752 94.95293 Anomaly 107.01362 Not an anomaly
## 2753 94.95293 Anomaly 107.01362 Not an anomaly
## 2754 94.95293 Anomaly 107.01362 Not an anomaly
## 2755 94.95293 Anomaly 107.01362 Not an anomaly
## 2756 94.95293 Anomaly 107.01362 Not an anomaly
## 2757 94.95293 Anomaly 107.01362 Not an anomaly
## 2758 94.95293 Anomaly 86.08425 Not an anomaly
## 2759 94.95293 Anomaly 86.08425 Not an anomaly
## 2760 94.95293 Anomaly 107.01362 Not an anomaly
## 2761 94.95293 Anomaly 107.01362 Not an anomaly
## 2762 94.95293 Anomaly 107.01362 Not an anomaly
## 2763 94.95293 Anomaly 107.01362 Not an anomaly
## 2764 94.95293 Anomaly 107.01362 Not an anomaly
## 2765 94.95293 Anomaly 107.01362 Not an anomaly
## 2766 94.95293 Anomaly 107.01362 Not an anomaly
## 2767 94.95293 Anomaly 107.01362 Not an anomaly
## 2768 94.95293 Anomaly 107.01362 Not an anomaly
## 2769 94.95293 Anomaly 107.01362 Not an anomaly
## 2770 94.95293 Anomaly 107.01362 Not an anomaly
## 2771 94.95293 Anomaly 107.01362 Not an anomaly
## 2772 94.95293 Anomaly 107.01362 Not an anomaly
## 2773 94.95293 Anomaly 107.01362 Not an anomaly
## 2774 94.95293 Anomaly 107.01362 Not an anomaly
## 2775 94.95293 Anomaly 107.01362 Not an anomaly
## 2776 94.95293 Anomaly 107.01362 Not an anomaly
## 2777 94.95293 Anomaly 107.01362 Not an anomaly
## [ reached 'max' / getOption("max.print") -- omitted 116613 rows ]Group by ‘hotel’ and calculate average lead time
grouped_by_hotel <- hotel_data %>%
group_by(hotel) %>%
summarize(avg_lead_time = mean(lead_time))
grouped_by_hotel## # A tibble: 2 × 2
## hotel avg_lead_time
## <chr> <dbl>
## 1 City Hotel 110.
## 2 Resort Hotel 92.7Calculate the 10th percentile threshold for lead time
percentile_threshold <- quantile(grouped_by_hotel$avg_lead_time, probs = 0.10)
percentile_threshold## 10%
## 94.38169Identify anomalies based on lead time
grouped_by_hotel <- grouped_by_hotel %>%
mutate(anomaly = ifelse(avg_lead_time < percentile_threshold, "Anomaly", "Not Anomaly"))
grouped_by_hotel## # A tibble: 2 × 3
## hotel avg_lead_time anomaly
## <chr> <dbl> <chr>
## 1 City Hotel 110. Not Anomaly
## 2 Resort Hotel 92.7 AnomalyMerge the anomalies back to the original dataset
hotel_data <- left_join(hotel_data, grouped_by_hotel, by = "hotel")
hotel_data## hotel is_canceled lead_time arrival_date_year arrival_date_month
## 1 Resort Hotel 0 342 2015 July
## 2 Resort Hotel 0 737 2015 July
## 3 Resort Hotel 0 7 2015 July
## 4 Resort Hotel 0 13 2015 July
## 5 Resort Hotel 0 14 2015 July
## 6 Resort Hotel 0 14 2015 July
## 7 Resort Hotel 0 0 2015 July
## 8 Resort Hotel 0 9 2015 July
## 9 Resort Hotel 1 85 2015 July
## 10 Resort Hotel 1 75 2015 July
## 11 Resort Hotel 1 23 2015 July
## 12 Resort Hotel 0 35 2015 July
## 13 Resort Hotel 0 68 2015 July
## 14 Resort Hotel 0 18 2015 July
## 15 Resort Hotel 0 37 2015 July
## 16 Resort Hotel 0 68 2015 July
## 17 Resort Hotel 0 37 2015 July
## 18 Resort Hotel 0 12 2015 July
## 19 Resort Hotel 0 0 2015 July
## 20 Resort Hotel 0 7 2015 July
## 21 Resort Hotel 0 37 2015 July
## 22 Resort Hotel 0 72 2015 July
## 23 Resort Hotel 0 72 2015 July
## 24 Resort Hotel 0 72 2015 July
## 25 Resort Hotel 0 127 2015 July
## 26 Resort Hotel 0 78 2015 July
## 27 Resort Hotel 0 48 2015 July
## 28 Resort Hotel 1 60 2015 July
## 29 Resort Hotel 0 77 2015 July
## 30 Resort Hotel 0 99 2015 July
## 31 Resort Hotel 0 118 2015 July
## 32 Resort Hotel 0 95 2015 July
## 33 Resort Hotel 1 96 2015 July
## 34 Resort Hotel 0 69 2015 July
## 35 Resort Hotel 1 45 2015 July
## 36 Resort Hotel 1 40 2015 July
## 37 Resort Hotel 0 15 2015 July
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## 2335 Resort Hotel 0 25 2015 October
## 2336 Resort Hotel 1 78 2015 October
## 2337 Resort Hotel 1 78 2015 October
## 2338 Resort Hotel 1 78 2015 October
## 2339 Resort Hotel 1 78 2015 October
## 2340 Resort Hotel 0 22 2015 October
## 2341 Resort Hotel 0 0 2015 October
## 2342 Resort Hotel 0 22 2015 October
## 2343 Resort Hotel 0 10 2015 October
## 2344 Resort Hotel 0 4 2015 October
## 2345 Resort Hotel 0 7 2015 October
## 2346 Resort Hotel 0 350 2015 October
## 2347 Resort Hotel 1 2 2015 October
## 2348 Resort Hotel 0 11 2015 October
## 2349 Resort Hotel 0 11 2015 October
## 2350 Resort Hotel 0 5 2015 October
## 2351 Resort Hotel 1 35 2015 October
## 2352 Resort Hotel 0 12 2015 October
## 2353 Resort Hotel 0 4 2015 October
## 2354 Resort Hotel 0 5 2015 October
## 2355 Resort Hotel 0 12 2015 October
## 2356 Resort Hotel 1 21 2015 October
## 2357 Resort Hotel 0 11 2015 October
## 2358 Resort Hotel 0 4 2015 October
## 2359 Resort Hotel 0 5 2015 October
## 2360 Resort Hotel 0 19 2015 October
## 2361 Resort Hotel 0 5 2015 October
## 2362 Resort Hotel 0 4 2015 October
## 2363 Resort Hotel 0 4 2015 October
## 2364 Resort Hotel 0 5 2015 October
## 2365 Resort Hotel 0 12 2015 October
## 2366 Resort Hotel 0 16 2015 October
## 2367 Resort Hotel 1 21 2015 October
## 2368 Resort Hotel 0 0 2015 October
## 2369 Resort Hotel 1 143 2015 October
## 2370 Resort Hotel 1 143 2015 October
## 2371 Resort Hotel 1 143 2015 October
## 2372 Resort Hotel 1 143 2015 October
## 2373 Resort Hotel 1 143 2015 October
## 2374 Resort Hotel 1 143 2015 October
## 2375 Resort Hotel 1 143 2015 October
## 2376 Resort Hotel 1 143 2015 October
## 2377 Resort Hotel 1 143 2015 October
## 2378 Resort Hotel 1 143 2015 October
## 2379 Resort Hotel 1 368 2015 October
## 2380 Resort Hotel 1 143 2015 October
## 2381 Resort Hotel 1 143 2015 October
## 2382 Resort Hotel 1 143 2015 October
## 2383 Resort Hotel 1 143 2015 October
## 2384 Resort Hotel 0 78 2015 October
## 2385 Resort Hotel 0 78 2015 October
## 2386 Resort Hotel 0 2 2015 October
## 2387 Resort Hotel 0 2 2015 October
## 2388 Resort Hotel 0 2 2015 October
## 2389 Resort Hotel 0 39 2015 October
## 2390 Resort Hotel 1 46 2015 October
## 2391 Resort Hotel 0 0 2015 October
## 2392 Resort Hotel 0 9 2015 October
## 2393 Resort Hotel 0 6 2015 October
## 2394 Resort Hotel 0 5 2015 October
## 2395 Resort Hotel 0 2 2015 October
## 2396 Resort Hotel 0 1 2015 October
## 2397 Resort Hotel 1 99 2015 October
## 2398 Resort Hotel 0 1 2015 October
## 2399 Resort Hotel 1 87 2015 October
## 2400 Resort Hotel 1 12 2015 October
## 2401 Resort Hotel 0 41 2015 October
## 2402 Resort Hotel 1 102 2015 October
## 2403 Resort Hotel 1 87 2015 October
## 2404 Resort Hotel 0 83 2015 October
## 2405 Resort Hotel 0 13 2015 October
## 2406 Resort Hotel 0 5 2015 October
## 2407 Resort Hotel 0 5 2015 October
## 2408 Resort Hotel 0 5 2015 October
## 2409 Resort Hotel 0 0 2015 October
## 2410 Resort Hotel 0 0 2015 October
## 2411 Resort Hotel 0 13 2015 October
## 2412 Resort Hotel 0 13 2015 October
## 2413 Resort Hotel 0 20 2015 October
## 2414 Resort Hotel 0 0 2015 October
## 2415 Resort Hotel 0 2 2015 October
## 2416 Resort Hotel 0 4 2015 October
## 2417 Resort Hotel 0 6 2015 October
## 2418 Resort Hotel 1 334 2015 October
## 2419 Resort Hotel 1 334 2015 October
## 2420 Resort Hotel 1 334 2015 October
## 2421 Resort Hotel 0 283 2015 October
## 2422 Resort Hotel 0 19 2015 October
## 2423 Resort Hotel 0 1 2015 October
## 2424 Resort Hotel 0 1 2015 October
## 2425 Resort Hotel 0 0 2015 October
## 2426 Resort Hotel 0 17 2015 October
## 2427 Resort Hotel 0 0 2015 October
## 2428 Resort Hotel 0 0 2015 October
## 2429 Resort Hotel 1 21 2015 October
## 2430 Resort Hotel 0 56 2015 October
## 2431 Resort Hotel 0 73 2015 October
## 2432 Resort Hotel 0 32 2015 October
## 2433 Resort Hotel 0 1 2015 October
## 2434 Resort Hotel 0 2 2015 October
## 2435 Resort Hotel 0 0 2015 October
## 2436 Resort Hotel 0 1 2015 October
## 2437 Resort Hotel 0 0 2015 October
## 2438 Resort Hotel 0 2 2015 October
## 2439 Resort Hotel 0 106 2015 October
## 2440 Resort Hotel 0 7 2015 October
## 2441 Resort Hotel 0 7 2015 October
## 2442 Resort Hotel 0 27 2015 October
## 2443 Resort Hotel 0 150 2015 October
## 2444 Resort Hotel 0 153 2015 October
## 2445 Resort Hotel 0 153 2015 October
## 2446 Resort Hotel 0 153 2015 October
## 2447 Resort Hotel 0 0 2015 October
## 2448 Resort Hotel 0 8 2015 October
## 2449 Resort Hotel 0 1 2015 October
## 2450 Resort Hotel 0 8 2015 October
## 2451 Resort Hotel 0 130 2015 October
## 2452 Resort Hotel 0 88 2015 October
## 2453 Resort Hotel 0 88 2015 October
## 2454 Resort Hotel 0 0 2015 October
## 2455 Resort Hotel 0 25 2015 October
## 2456 Resort Hotel 0 2 2015 October
## 2457 Resort Hotel 1 9 2015 October
## 2458 Resort Hotel 0 136 2015 October
## 2459 Resort Hotel 0 95 2015 October
## 2460 Resort Hotel 1 50 2015 October
## 2461 Resort Hotel 0 9 2015 October
## 2462 Resort Hotel 1 37 2015 October
## 2463 Resort Hotel 1 37 2015 October
## 2464 Resort Hotel 1 73 2015 October
## 2465 Resort Hotel 0 17 2015 October
## 2466 Resort Hotel 0 74 2015 October
## 2467 Resort Hotel 1 92 2015 October
## 2468 Resort Hotel 0 47 2015 October
## 2469 Resort Hotel 0 41 2015 October
## 2470 Resort Hotel 1 72 2015 October
## 2471 Resort Hotel 1 82 2015 October
## 2472 Resort Hotel 0 86 2015 October
## 2473 Resort Hotel 0 68 2015 October
## 2474 Resort Hotel 0 80 2015 October
## 2475 Resort Hotel 1 119 2015 October
## 2476 Resort Hotel 1 119 2015 October
## 2477 Resort Hotel 0 5 2015 October
## 2478 Resort Hotel 0 0 2015 October
## 2479 Resort Hotel 0 7 2015 October
## 2480 Resort Hotel 0 7 2015 October
## 2481 Resort Hotel 0 0 2015 October
## 2482 Resort Hotel 0 7 2015 October
## 2483 Resort Hotel 0 10 2015 October
## 2484 Resort Hotel 0 34 2015 October
## 2485 Resort Hotel 0 10 2015 October
## 2486 Resort Hotel 0 73 2015 October
## 2487 Resort Hotel 0 47 2015 October
## 2488 Resort Hotel 0 47 2015 October
## 2489 Resort Hotel 0 47 2015 October
## 2490 Resort Hotel 0 5 2015 October
## 2491 Resort Hotel 0 47 2015 October
## 2492 Resort Hotel 0 47 2015 October
## 2493 Resort Hotel 0 47 2015 October
## 2494 Resort Hotel 0 47 2015 October
## 2495 Resort Hotel 0 47 2015 October
## 2496 Resort Hotel 1 33 2015 October
## 2497 Resort Hotel 0 47 2015 October
## 2498 Resort Hotel 0 47 2015 October
## 2499 Resort Hotel 0 47 2015 October
## 2500 Resort Hotel 0 47 2015 October
## 2501 Resort Hotel 0 47 2015 October
## 2502 Resort Hotel 0 47 2015 October
## 2503 Resort Hotel 0 47 2015 October
## 2504 Resort Hotel 0 47 2015 October
## 2505 Resort Hotel 0 47 2015 October
## 2506 Resort Hotel 0 124 2015 October
## 2507 Resort Hotel 0 47 2015 October
## 2508 Resort Hotel 0 47 2015 October
## 2509 Resort Hotel 0 47 2015 October
## 2510 Resort Hotel 0 3 2015 October
## 2511 Resort Hotel 0 47 2015 October
## 2512 Resort Hotel 0 86 2015 October
## 2513 Resort Hotel 0 69 2015 October
## 2514 Resort Hotel 0 75 2015 October
## 2515 Resort Hotel 0 118 2015 October
## 2516 Resort Hotel 1 125 2015 October
## 2517 Resort Hotel 0 60 2015 October
## 2518 Resort Hotel 0 0 2015 October
## 2519 Resort Hotel 0 0 2015 October
## 2520 Resort Hotel 0 0 2015 October
## 2521 Resort Hotel 0 99 2015 October
## 2522 Resort Hotel 0 12 2015 October
## 2523 Resort Hotel 0 75 2015 October
## 2524 Resort Hotel 0 22 2015 October
## 2525 Resort Hotel 1 106 2015 October
## 2526 Resort Hotel 0 40 2015 October
## 2527 Resort Hotel 0 108 2015 October
## 2528 Resort Hotel 0 75 2015 October
## 2529 Resort Hotel 0 75 2015 October
## 2530 Resort Hotel 1 197 2015 October
## 2531 Resort Hotel 0 0 2015 October
## 2532 Resort Hotel 0 121 2015 October
## 2533 Resort Hotel 1 1 2015 October
## 2534 Resort Hotel 1 19 2015 October
## 2535 Resort Hotel 1 28 2015 October
## 2536 Resort Hotel 1 92 2015 October
## 2537 Resort Hotel 1 28 2015 October
## 2538 Resort Hotel 0 19 2015 October
## 2539 Resort Hotel 0 28 2015 October
## 2540 Resort Hotel 1 19 2015 October
## 2541 Resort Hotel 0 83 2015 October
## 2542 Resort Hotel 0 40 2015 October
## 2543 Resort Hotel 0 83 2015 October
## 2544 Resort Hotel 0 54 2015 October
## 2545 Resort Hotel 0 86 2015 October
## 2546 Resort Hotel 1 145 2015 October
## 2547 Resort Hotel 1 120 2015 October
## 2548 Resort Hotel 1 118 2015 October
## 2549 Resort Hotel 1 107 2015 October
## 2550 Resort Hotel 0 34 2015 October
## 2551 Resort Hotel 0 48 2015 October
## 2552 Resort Hotel 0 92 2015 October
## 2553 Resort Hotel 0 160 2015 October
## 2554 Resort Hotel 0 21 2015 October
## 2555 Resort Hotel 1 107 2015 October
## 2556 Resort Hotel 0 21 2015 October
## 2557 Resort Hotel 1 30 2015 October
## 2558 Resort Hotel 0 92 2015 October
## 2559 Resort Hotel 0 24 2015 October
## 2560 Resort Hotel 0 36 2015 October
## 2561 Resort Hotel 0 24 2015 October
## 2562 Resort Hotel 0 47 2015 October
## 2563 Resort Hotel 0 21 2015 October
## 2564 Resort Hotel 0 21 2015 October
## 2565 Resort Hotel 0 0 2015 October
## 2566 Resort Hotel 1 3 2015 October
## 2567 Resort Hotel 0 133 2015 October
## 2568 Resort Hotel 1 122 2015 October
## 2569 Resort Hotel 0 122 2015 October
## 2570 Resort Hotel 0 92 2015 October
## 2571 Resort Hotel 1 64 2015 October
## 2572 Resort Hotel 0 120 2015 October
## 2573 Resort Hotel 0 122 2015 October
## 2574 Resort Hotel 0 122 2015 October
## 2575 Resort Hotel 0 122 2015 October
## 2576 Resort Hotel 0 122 2015 October
## 2577 Resort Hotel 0 19 2015 October
## 2578 Resort Hotel 0 24 2015 October
## 2579 Resort Hotel 0 21 2015 October
## 2580 Resort Hotel 0 21 2015 October
## 2581 Resort Hotel 0 52 2015 October
## 2582 Resort Hotel 0 61 2015 October
## 2583 Resort Hotel 0 24 2015 October
## 2584 Resort Hotel 0 24 2015 October
## 2585 Resort Hotel 0 24 2015 October
## 2586 Resort Hotel 1 29 2015 October
## 2587 Resort Hotel 1 22 2015 October
## 2588 Resort Hotel 0 24 2015 October
## 2589 Resort Hotel 0 29 2015 October
## 2590 Resort Hotel 0 4 2015 October
## 2591 Resort Hotel 0 10 2015 October
## 2592 Resort Hotel 0 0 2015 October
## 2593 Resort Hotel 0 1 2015 October
## 2594 Resort Hotel 0 30 2015 October
## 2595 Resort Hotel 0 29 2015 October
## 2596 Resort Hotel 0 11 2015 October
## 2597 Resort Hotel 0 29 2015 October
## 2598 Resort Hotel 0 0 2015 October
## 2599 Resort Hotel 0 3 2015 October
## 2600 Resort Hotel 0 29 2015 October
## 2601 Resort Hotel 0 0 2015 October
## 2602 Resort Hotel 0 93 2015 October
## 2603 Resort Hotel 0 39 2015 October
## 2604 Resort Hotel 0 93 2015 October
## 2605 Resort Hotel 0 119 2015 October
## 2606 Resort Hotel 0 119 2015 October
## 2607 Resort Hotel 0 73 2015 October
## 2608 Resort Hotel 0 51 2015 October
## 2609 Resort Hotel 1 165 2015 October
## 2610 Resort Hotel 1 165 2015 October
## 2611 Resort Hotel 0 27 2015 October
## 2612 Resort Hotel 1 165 2015 October
## 2613 Resort Hotel 1 165 2015 October
## 2614 Resort Hotel 1 52 2015 October
## 2615 Resort Hotel 0 22 2015 October
## 2616 Resort Hotel 0 72 2015 October
## 2617 Resort Hotel 0 23 2015 October
## 2618 Resort Hotel 0 13 2015 October
## 2619 Resort Hotel 0 39 2015 October
## 2620 Resort Hotel 0 163 2015 October
## 2621 Resort Hotel 0 30 2015 October
## 2622 Resort Hotel 1 7 2015 October
## 2623 Resort Hotel 0 11 2015 October
## 2624 Resort Hotel 1 111 2015 October
## 2625 Resort Hotel 0 0 2015 October
## 2626 Resort Hotel 1 148 2015 October
## 2627 Resort Hotel 1 148 2015 October
## 2628 Resort Hotel 1 148 2015 October
## 2629 Resort Hotel 1 148 2015 October
## 2630 Resort Hotel 1 148 2015 October
## 2631 Resort Hotel 1 148 2015 October
## 2632 Resort Hotel 1 148 2015 October
## 2633 Resort Hotel 1 148 2015 October
## 2634 Resort Hotel 1 148 2015 October
## 2635 Resort Hotel 1 148 2015 October
## 2636 Resort Hotel 1 148 2015 October
## 2637 Resort Hotel 1 148 2015 October
## 2638 Resort Hotel 1 148 2015 October
## 2639 Resort Hotel 1 148 2015 October
## 2640 Resort Hotel 1 148 2015 October
## 2641 Resort Hotel 1 148 2015 October
## 2642 Resort Hotel 1 148 2015 October
## 2643 Resort Hotel 1 148 2015 October
## 2644 Resort Hotel 1 53 2015 October
## 2645 Resort Hotel 1 148 2015 October
## 2646 Resort Hotel 1 148 2015 October
## 2647 Resort Hotel 1 148 2015 October
## 2648 Resort Hotel 1 148 2015 October
## 2649 Resort Hotel 1 148 2015 October
## 2650 Resort Hotel 1 148 2015 October
## 2651 Resort Hotel 1 53 2015 October
## 2652 Resort Hotel 1 148 2015 October
## 2653 Resort Hotel 1 148 2015 October
## 2654 Resort Hotel 1 148 2015 October
## 2655 Resort Hotel 1 148 2015 October
## 2656 Resort Hotel 1 148 2015 October
## 2657 Resort Hotel 1 148 2015 October
## 2658 Resort Hotel 1 148 2015 October
## 2659 Resort Hotel 1 148 2015 October
## 2660 Resort Hotel 1 148 2015 October
## 2661 Resort Hotel 1 148 2015 October
## 2662 Resort Hotel 1 148 2015 October
## 2663 Resort Hotel 1 99 2015 October
## 2664 Resort Hotel 0 3 2015 October
## 2665 Resort Hotel 1 4 2015 October
## 2666 Resort Hotel 0 9 2015 October
## 2667 Resort Hotel 1 9 2015 October
## 2668 Resort Hotel 1 4 2015 October
## 2669 Resort Hotel 0 50 2015 October
## 2670 Resort Hotel 0 5 2015 October
## 2671 Resort Hotel 0 98 2015 October
## 2672 Resort Hotel 1 110 2015 October
## 2673 Resort Hotel 0 96 2015 October
## 2674 Resort Hotel 1 40 2015 October
## 2675 Resort Hotel 1 40 2015 October
## 2676 Resort Hotel 0 50 2015 October
## 2677 Resort Hotel 0 120 2015 October
## 2678 Resort Hotel 0 9 2015 October
## 2679 Resort Hotel 0 28 2015 October
## 2680 Resort Hotel 1 148 2015 October
## 2681 Resort Hotel 1 148 2015 October
## 2682 Resort Hotel 1 148 2015 October
## 2683 Resort Hotel 1 148 2015 October
## 2684 Resort Hotel 1 148 2015 October
## 2685 Resort Hotel 0 1 2015 October
## 2686 Resort Hotel 1 16 2015 October
## 2687 Resort Hotel 0 115 2015 October
## 2688 Resort Hotel 0 62 2015 October
## 2689 Resort Hotel 0 68 2015 October
## 2690 Resort Hotel 0 62 2015 October
## 2691 Resort Hotel 0 9 2015 October
## 2692 Resort Hotel 0 35 2015 October
## 2693 Resort Hotel 0 1 2015 October
## 2694 Resort Hotel 1 51 2015 October
## 2695 Resort Hotel 1 25 2015 October
## 2696 Resort Hotel 0 60 2015 October
## 2697 Resort Hotel 1 27 2015 October
## 2698 Resort Hotel 0 24 2015 October
## 2699 Resort Hotel 1 114 2015 October
## 2700 Resort Hotel 1 114 2015 October
## 2701 Resort Hotel 1 114 2015 October
## 2702 Resort Hotel 1 114 2015 October
## 2703 Resort Hotel 1 114 2015 October
## 2704 Resort Hotel 0 3 2015 October
## 2705 Resort Hotel 0 0 2015 October
## 2706 Resort Hotel 0 0 2015 October
## 2707 Resort Hotel 0 0 2015 October
## 2708 Resort Hotel 0 0 2015 October
## 2709 Resort Hotel 1 0 2015 October
## 2710 Resort Hotel 0 3 2015 October
## 2711 Resort Hotel 0 10 2015 October
## 2712 Resort Hotel 0 0 2015 October
## 2713 Resort Hotel 0 0 2015 October
## 2714 Resort Hotel 0 10 2015 October
## 2715 Resort Hotel 0 1 2015 October
## 2716 Resort Hotel 0 34 2015 October
## 2717 Resort Hotel 0 42 2015 October
## 2718 Resort Hotel 0 3 2015 October
## 2719 Resort Hotel 0 61 2015 October
## 2720 Resort Hotel 0 0 2015 October
## 2721 Resort Hotel 0 2 2015 October
## 2722 Resort Hotel 0 19 2015 October
## 2723 Resort Hotel 0 0 2015 October
## 2724 Resort Hotel 0 49 2015 October
## 2725 Resort Hotel 0 49 2015 October
## 2726 Resort Hotel 0 49 2015 October
## 2727 Resort Hotel 0 49 2015 October
## 2728 Resort Hotel 0 0 2015 October
## 2729 Resort Hotel 0 2 2015 October
## 2730 Resort Hotel 0 1 2015 October
## 2731 Resort Hotel 0 1 2015 October
## 2732 Resort Hotel 0 2 2015 October
## 2733 Resort Hotel 0 2 2015 October
## 2734 Resort Hotel 0 3 2015 October
## 2735 Resort Hotel 1 7 2015 October
## 2736 Resort Hotel 0 3 2015 October
## 2737 Resort Hotel 0 2 2015 October
## 2738 Resort Hotel 0 3 2015 October
## 2739 Resort Hotel 0 153 2015 October
## 2740 Resort Hotel 0 153 2015 October
## 2741 Resort Hotel 1 63 2015 October
## 2742 Resort Hotel 0 153 2015 October
## 2743 Resort Hotel 0 1 2015 October
## 2744 Resort Hotel 0 2 2015 October
## 2745 Resort Hotel 0 16 2015 October
## 2746 Resort Hotel 0 1 2015 October
## 2747 Resort Hotel 0 154 2015 October
## 2748 Resort Hotel 0 154 2015 October
## 2749 Resort Hotel 0 25 2015 October
## 2750 Resort Hotel 0 3 2015 October
## 2751 Resort Hotel 0 154 2015 October
## 2752 Resort Hotel 0 13 2015 October
## 2753 Resort Hotel 0 6 2015 October
## 2754 Resort Hotel 0 1 2015 October
## 2755 Resort Hotel 0 3 2015 October
## 2756 Resort Hotel 0 3 2015 October
## 2757 Resort Hotel 0 4 2015 October
## 2758 Resort Hotel 0 11 2015 October
## 2759 Resort Hotel 0 11 2015 October
## 2760 Resort Hotel 0 154 2015 October
## 2761 Resort Hotel 0 4 2015 October
## 2762 Resort Hotel 0 45 2015 October
## 2763 Resort Hotel 0 11 2015 October
## 2764 Resort Hotel 0 7 2015 October
## 2765 Resort Hotel 0 85 2015 October
## 2766 Resort Hotel 0 4 2015 October
## 2767 Resort Hotel 0 10 2015 October
## 2768 Resort Hotel 0 12 2015 October
## 2769 Resort Hotel 0 5 2015 October
## 2770 Resort Hotel 1 155 2015 October
## 2771 Resort Hotel 1 155 2015 October
## 2772 Resort Hotel 0 155 2015 October
## 2773 Resort Hotel 1 155 2015 October
## 2774 Resort Hotel 0 155 2015 October
## 2775 Resort Hotel 1 155 2015 October
## 2776 Resort Hotel 1 155 2015 October
## 2777 Resort Hotel 0 4 2015 October
## 2778 Resort Hotel 0 4 2015 October
## 2779 Resort Hotel 0 0 2015 October
## 2780 Resort Hotel 0 3 2015 October
## 2781 Resort Hotel 0 8 2015 October
## 2782 Resort Hotel 0 0 2015 October
## 2783 Resort Hotel 1 155 2015 October
## 2784 Resort Hotel 1 155 2015 October
## 2785 Resort Hotel 1 155 2015 October
## 2786 Resort Hotel 1 155 2015 October
## 2787 Resort Hotel 0 1 2015 October
## 2788 Resort Hotel 1 155 2015 October
## 2789 Resort Hotel 0 155 2015 October
## 2790 Resort Hotel 1 155 2015 October
## 2791 Resort Hotel 1 155 2015 October
## 2792 Resort Hotel 0 155 2015 October
## 2793 Resort Hotel 1 155 2015 October
## 2794 Resort Hotel 0 155 2015 October
## 2795 Resort Hotel 1 155 2015 October
## 2796 Resort Hotel 1 155 2015 October
## 2797 Resort Hotel 0 4 2015 October
## 2798 Resort Hotel 0 3 2015 October
## 2799 Resort Hotel 0 4 2015 October
## 2800 Resort Hotel 1 3 2015 October
## 2801 Resort Hotel 0 54 2015 October
## 2802 Resort Hotel 0 3 2015 October
## 2803 Resort Hotel 0 1 2015 October
## 2804 Resort Hotel 0 0 2015 October
## 2805 Resort Hotel 0 155 2015 October
## 2806 Resort Hotel 0 155 2015 October
## 2807 Resort Hotel 1 155 2015 October
## 2808 Resort Hotel 0 0 2015 October
## 2809 Resort Hotel 0 155 2015 October
## 2810 Resort Hotel 0 155 2015 October
## 2811 Resort Hotel 0 155 2015 October
## 2812 Resort Hotel 1 155 2015 October
## 2813 Resort Hotel 1 155 2015 October
## 2814 Resort Hotel 1 155 2015 October
## 2815 Resort Hotel 1 155 2015 October
## 2816 Resort Hotel 1 155 2015 October
## 2817 Resort Hotel 1 1 2015 October
## 2818 Resort Hotel 0 2 2015 October
## 2819 Resort Hotel 1 74 2015 October
## 2820 Resort Hotel 0 2 2015 October
## 2821 Resort Hotel 1 11 2015 October
## 2822 Resort Hotel 0 12 2015 October
## 2823 Resort Hotel 0 155 2015 October
## 2824 Resort Hotel 0 0 2015 October
## 2825 Resort Hotel 0 155 2015 October
## 2826 Resort Hotel 0 0 2015 October
## 2827 Resort Hotel 1 75 2015 October
## 2828 Resort Hotel 1 128 2015 October
## 2829 Resort Hotel 1 128 2015 October
## 2830 Resort Hotel 1 51 2015 October
## 2831 Resort Hotel 0 25 2015 October
## 2832 Resort Hotel 1 81 2015 October
## 2833 Resort Hotel 0 39 2015 October
## 2834 Resort Hotel 1 58 2015 October
## 2835 Resort Hotel 0 5 2015 October
## 2836 Resort Hotel 1 33 2015 November
## 2837 Resort Hotel 1 1 2015 November
## 2838 Resort Hotel 0 4 2015 November
## 2839 Resort Hotel 0 5 2015 November
## 2840 Resort Hotel 0 1 2015 November
## 2841 Resort Hotel 1 33 2015 November
## 2842 Resort Hotel 0 76 2015 November
## 2843 Resort Hotel 1 171 2015 November
## 2844 Resort Hotel 0 146 2015 November
## 2845 Resort Hotel 0 83 2015 November
## 2846 Resort Hotel 0 39 2015 November
## 2847 Resort Hotel 0 24 2015 November
## 2848 Resort Hotel 0 1 2015 November
## 2849 Resort Hotel 0 0 2015 November
## 2850 Resort Hotel 0 20 2015 November
## 2851 Resort Hotel 0 20 2015 November
## 2852 Resort Hotel 0 21 2015 November
## 2853 Resort Hotel 1 31 2015 November
## 2854 Resort Hotel 1 31 2015 November
## 2855 Resort Hotel 1 31 2015 November
## 2856 Resort Hotel 1 31 2015 November
## 2857 Resort Hotel 1 31 2015 November
## 2858 Resort Hotel 1 31 2015 November
## 2859 Resort Hotel 1 31 2015 November
## 2860 Resort Hotel 0 36 2015 November
## 2861 Resort Hotel 0 5 2015 November
## 2862 Resort Hotel 0 5 2015 November
## 2863 Resort Hotel 0 0 2015 November
## 2864 Resort Hotel 0 0 2015 November
## 2865 Resort Hotel 0 7 2015 November
## 2866 Resort Hotel 0 0 2015 November
## 2867 Resort Hotel 1 6 2015 November
## 2868 Resort Hotel 0 24 2015 November
## 2869 Resort Hotel 0 6 2015 November
## 2870 Resort Hotel 0 26 2015 November
## 2871 Resort Hotel 0 3 2015 November
## 2872 Resort Hotel 1 26 2015 November
## 2873 Resort Hotel 0 49 2015 November
## 2874 Resort Hotel 0 25 2015 November
## 2875 Resort Hotel 1 26 2015 November
## 2876 Resort Hotel 0 6 2015 November
## 2877 Resort Hotel 0 8 2015 November
## 2878 Resort Hotel 0 24 2015 November
## 2879 Resort Hotel 0 24 2015 November
## 2880 Resort Hotel 0 24 2015 November
## 2881 Resort Hotel 0 24 2015 November
## 2882 Resort Hotel 0 24 2015 November
## 2883 Resort Hotel 0 24 2015 November
## 2884 Resort Hotel 0 24 2015 November
## 2885 Resort Hotel 0 24 2015 November
## 2886 Resort Hotel 0 1 2015 November
## 2887 Resort Hotel 0 2 2015 November
## 2888 Resort Hotel 0 2 2015 November
## 2889 Resort Hotel 0 0 2015 November
## 2890 Resort Hotel 1 50 2015 November
## 2891 Resort Hotel 1 25 2015 November
## 2892 Resort Hotel 1 25 2015 November
## 2893 Resort Hotel 0 33 2015 November
## 2894 Resort Hotel 0 0 2015 November
## 2895 Resort Hotel 0 0 2015 November
## 2896 Resort Hotel 0 0 2015 November
## 2897 Resort Hotel 0 28 2015 November
## 2898 Resort Hotel 0 28 2015 November
## 2899 Resort Hotel 0 34 2015 November
## 2900 Resort Hotel 0 65 2015 November
## 2901 Resort Hotel 0 34 2015 November
## 2902 Resort Hotel 0 11 2015 November
## 2903 Resort Hotel 0 1 2015 November
## 2904 Resort Hotel 0 4 2015 November
## 2905 Resort Hotel 0 0 2015 November
## 2906 Resort Hotel 0 15 2015 November
## 2907 Resort Hotel 0 0 2015 November
## 2908 Resort Hotel 0 38 2015 November
## 2909 Resort Hotel 0 0 2015 November
## 2910 Resort Hotel 0 91 2015 November
## 2911 Resort Hotel 1 123 2015 November
## 2912 Resort Hotel 1 123 2015 November
## 2913 Resort Hotel 0 27 2015 November
## 2914 Resort Hotel 0 35 2015 November
## 2915 Resort Hotel 0 35 2015 November
## 2916 Resort Hotel 0 35 2015 November
## 2917 Resort Hotel 0 35 2015 November
## 2918 Resort Hotel 0 27 2015 November
## 2919 Resort Hotel 0 35 2015 November
## 2920 Resort Hotel 0 54 2015 November
## 2921 Resort Hotel 0 0 2015 November
## 2922 Resort Hotel 0 25 2015 November
## 2923 Resort Hotel 1 18 2015 November
## 2924 Resort Hotel 1 30 2015 November
## 2925 Resort Hotel 0 0 2015 November
## 2926 Resort Hotel 1 19 2015 November
## 2927 Resort Hotel 1 30 2015 November
## 2928 Resort Hotel 0 4 2015 November
## 2929 Resort Hotel 0 0 2015 November
## 2930 Resort Hotel 0 4 2015 November
## 2931 Resort Hotel 0 18 2015 November
## 2932 Resort Hotel 0 18 2015 November
## 2933 Resort Hotel 0 51 2015 November
## 2934 Resort Hotel 0 54 2015 November
## 2935 Resort Hotel 1 36 2015 November
## 2936 Resort Hotel 1 36 2015 November
## 2937 Resort Hotel 1 36 2015 November
## 2938 Resort Hotel 1 241 2015 November
## 2939 Resort Hotel 0 36 2015 November
## 2940 Resort Hotel 1 172 2015 November
## 2941 Resort Hotel 0 171 2015 November
## arrival_date_week_number arrival_date_day_of_month stays_in_weekend_nights
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## 2301 0 Non Refund 134 NULL 0
## 2302 0 Non Refund 134 NULL 0
## 2303 0 Non Refund 134 NULL 0
## 2304 0 No Deposit 241 NULL 0
## 2305 0 Non Refund 134 NULL 0
## 2306 0 Non Refund 134 NULL 0
## 2307 0 No Deposit 240 NULL 0
## 2308 1 No Deposit 240 NULL 0
## 2309 0 No Deposit 250 NULL 0
## 2310 0 No Deposit 250 NULL 0
## 2311 0 No Deposit 240 NULL 0
## 2312 1 No Deposit 314 NULL 0
## 2313 0 Non Refund 134 NULL 0
## 2314 0 Non Refund 134 NULL 0
## 2315 0 Non Refund 134 NULL 0
## 2316 0 Non Refund 134 NULL 0
## 2317 0 Non Refund 134 NULL 0
## 2318 0 Non Refund 134 NULL 0
## 2319 0 Non Refund 134 NULL 0
## 2320 0 Non Refund 134 NULL 0
## 2321 0 Non Refund 134 NULL 0
## 2322 0 Non Refund 134 NULL 0
## 2323 0 Non Refund 134 NULL 0
## 2324 0 Non Refund 134 NULL 0
## 2325 0 Non Refund 134 NULL 0
## 2326 0 No Deposit 241 NULL 0
## 2327 0 No Deposit 250 NULL 0
## 2328 0 No Deposit 240 NULL 0
## 2329 0 Non Refund 134 NULL 0
## 2330 0 Non Refund 134 NULL 0
## 2331 0 Non Refund 134 NULL 0
## 2332 0 No Deposit 241 NULL 0
## 2333 0 No Deposit 314 NULL 0
## 2334 0 No Deposit 314 NULL 0
## 2335 0 No Deposit 196 NULL 0
## 2336 0 Non Refund 134 NULL 0
## 2337 0 Non Refund 134 NULL 0
## 2338 0 Non Refund 134 NULL 0
## 2339 0 Non Refund 134 NULL 0
## 2340 0 No Deposit 240 NULL 0
## 2341 0 No Deposit NULL NULL 0
## 2342 0 No Deposit 240 NULL 0
## 2343 0 No Deposit 240 NULL 0
## 2344 0 No Deposit 240 NULL 0
## 2345 0 No Deposit 175 NULL 0
## 2346 0 No Deposit 171 NULL 0
## 2347 0 No Deposit NULL NULL 0
## 2348 0 No Deposit 281 NULL 0
## 2349 0 No Deposit 281 NULL 0
## 2350 0 No Deposit 240 NULL 0
## 2351 4 No Deposit NULL NULL 0
## 2352 0 No Deposit 240 NULL 0
## 2353 0 No Deposit 250 NULL 0
## 2354 1 No Deposit 240 NULL 0
## 2355 0 No Deposit 240 NULL 0
## 2356 0 No Deposit 314 NULL 0
## 2357 1 No Deposit 240 NULL 0
## 2358 0 No Deposit 240 NULL 0
## 2359 0 No Deposit 240 NULL 0
## 2360 0 No Deposit 240 NULL 0
## 2361 0 No Deposit 240 NULL 0
## 2362 0 No Deposit NULL NULL 0
## 2363 0 No Deposit 250 NULL 0
## 2364 1 No Deposit 240 NULL 0
## 2365 0 No Deposit 240 NULL 0
## 2366 0 No Deposit 240 NULL 0
## 2367 0 No Deposit 314 NULL 0
## 2368 0 No Deposit NULL NULL 0
## 2369 0 Non Refund 96 NULL 0
## 2370 0 Non Refund 96 NULL 0
## 2371 0 Non Refund 96 NULL 0
## 2372 0 Non Refund 96 NULL 0
## 2373 0 Non Refund 96 NULL 0
## 2374 0 Non Refund 96 NULL 0
## 2375 0 Non Refund 96 NULL 0
## 2376 0 Non Refund 96 NULL 0
## 2377 0 Non Refund 96 NULL 0
## 2378 0 Non Refund 96 NULL 0
## 2379 0 No Deposit 96 NULL 0
## 2380 0 Non Refund 96 NULL 0
## 2381 0 Non Refund 96 NULL 0
## 2382 0 Non Refund 96 NULL 0
## 2383 0 No Deposit 240 NULL 0
## 2384 0 No Deposit 250 NULL 0
## 2385 1 No Deposit NULL NULL 0
## 2386 0 No Deposit 240 NULL 0
## 2387 0 No Deposit 240 NULL 0
## 2388 0 No Deposit 240 NULL 0
## 2389 2 No Deposit 171 NULL 0
## 2390 0 No Deposit 240 NULL 0
## 2391 0 No Deposit 240 NULL 0
## 2392 0 No Deposit 250 NULL 0
## 2393 1 No Deposit 240 113 0
## 2394 0 No Deposit 240 NULL 0
## 2395 0 No Deposit 314 NULL 0
## 2396 0 No Deposit 240 NULL 0
## 2397 1 No Deposit 251 NULL 0
## 2398 0 No Deposit 240 NULL 0
## 2399 0 No Deposit 240 NULL 0
## 2400 0 No Deposit 240 NULL 0
## 2401 0 No Deposit 240 NULL 0
## 2402 0 No Deposit 240 NULL 0
## 2403 0 No Deposit 240 NULL 0
## 2404 0 No Deposit 240 NULL 0
## 2405 0 No Deposit 36 NULL 0
## 2406 0 No Deposit 241 NULL 0
## 2407 0 No Deposit 242 NULL 0
## 2408 0 No Deposit NULL 174 0
## 2409 0 No Deposit 240 NULL 0
## 2410 0 No Deposit NULL 174 0
## 2411 0 No Deposit NULL 195 0
## 2412 0 No Deposit NULL 195 0
## 2413 0 No Deposit NULL 195 0
## 2414 0 No Deposit 96 NULL 0
## 2415 1 No Deposit 240 NULL 0
## 2416 0 No Deposit NULL 113 0
## 2417 0 No Deposit 241 NULL 0
## 2418 0 No Deposit NULL NULL 0
## 2419 0 No Deposit NULL NULL 0
## 2420 0 No Deposit NULL NULL 0
## 2421 0 No Deposit 273 NULL 0
## 2422 1 No Deposit 147 NULL 0
## 2423 0 No Deposit 240 NULL 0
## 2424 0 No Deposit 240 NULL 0
## 2425 0 No Deposit NULL NULL 0
## 2426 2 No Deposit 240 NULL 0
## 2427 0 No Deposit NULL NULL 0
## 2428 0 No Deposit 240 NULL 0
## 2429 0 No Deposit 240 NULL 0
## 2430 0 No Deposit 240 NULL 0
## 2431 0 No Deposit 250 NULL 0
## 2432 0 No Deposit 250 NULL 0
## 2433 1 No Deposit 5 NULL 0
## 2434 0 No Deposit 240 NULL 0
## 2435 0 No Deposit 240 NULL 0
## 2436 1 No Deposit 5 NULL 0
## 2437 0 No Deposit 240 NULL 0
## 2438 0 No Deposit 240 NULL 0
## 2439 0 No Deposit 242 NULL 0
## 2440 3 No Deposit NULL 223 0
## 2441 1 No Deposit NULL 223 0
## 2442 0 No Deposit 250 NULL 0
## 2443 0 No Deposit 8 NULL 0
## 2444 1 No Deposit 240 NULL 0
## 2445 1 No Deposit 240 NULL 0
## 2446 2 No Deposit 240 NULL 0
## 2447 1 No Deposit NULL NULL 0
## 2448 2 No Deposit NULL 223 0
## 2449 0 No Deposit NULL NULL 0
## 2450 1 No Deposit NULL 223 0
## 2451 0 No Deposit 241 NULL 0
## 2452 0 No Deposit 240 NULL 0
## 2453 0 No Deposit 240 NULL 0
## 2454 0 No Deposit 240 NULL 0
## 2455 0 No Deposit 314 NULL 0
## 2456 1 No Deposit NULL NULL 0
## 2457 0 No Deposit 240 NULL 0
## 2458 0 No Deposit 240 NULL 0
## 2459 0 No Deposit 240 NULL 0
## 2460 0 No Deposit NULL NULL 0
## 2461 1 No Deposit 250 NULL 0
## 2462 1 No Deposit 240 NULL 0
## 2463 0 No Deposit 240 NULL 0
## 2464 0 No Deposit 240 NULL 0
## 2465 0 No Deposit 243 NULL 0
## 2466 0 No Deposit 241 NULL 0
## 2467 0 No Deposit 142 NULL 0
## 2468 1 No Deposit 241 NULL 0
## 2469 0 No Deposit 243 NULL 0
## 2470 0 No Deposit 240 NULL 0
## 2471 1 No Deposit 240 NULL 0
## 2472 0 No Deposit 243 NULL 0
## 2473 0 No Deposit 240 NULL 0
## 2474 0 No Deposit 147 NULL 0
## 2475 0 No Deposit 240 NULL 0
## 2476 0 No Deposit 240 NULL 0
## 2477 0 No Deposit NULL 154 0
## 2478 0 No Deposit 240 NULL 0
## 2479 0 No Deposit 8 NULL 0
## 2480 0 No Deposit 8 NULL 0
## 2481 0 No Deposit NULL NULL 0
## 2482 0 No Deposit 127 NULL 0
## 2483 1 No Deposit 240 NULL 0
## 2484 0 No Deposit 240 NULL 0
## 2485 0 No Deposit 240 NULL 0
## 2486 0 No Deposit 241 NULL 0
## 2487 0 No Deposit NULL NULL 47
## 2488 0 No Deposit NULL NULL 47
## 2489 0 No Deposit NULL NULL 47
## 2490 0 No Deposit NULL NULL 0
## 2491 0 No Deposit NULL NULL 47
## 2492 0 No Deposit NULL NULL 47
## 2493 0 No Deposit NULL NULL 47
## 2494 0 No Deposit NULL NULL 47
## 2495 0 No Deposit NULL NULL 47
## 2496 0 No Deposit 240 NULL 0
## 2497 0 No Deposit NULL NULL 47
## 2498 0 No Deposit NULL NULL 47
## 2499 0 No Deposit NULL NULL 47
## 2500 0 No Deposit NULL NULL 47
## 2501 0 No Deposit NULL NULL 47
## 2502 0 No Deposit NULL NULL 47
## 2503 0 No Deposit NULL NULL 47
## 2504 0 No Deposit NULL NULL 47
## 2505 0 No Deposit NULL NULL 47
## 2506 0 No Deposit 240 NULL 0
## 2507 0 No Deposit NULL NULL 47
## 2508 0 No Deposit NULL NULL 47
## 2509 0 No Deposit NULL NULL 47
## 2510 0 No Deposit NULL NULL 0
## 2511 0 No Deposit NULL NULL 47
## 2512 0 No Deposit 40 NULL 0
## 2513 0 No Deposit 40 NULL 0
## 2514 0 No Deposit 147 NULL 0
## 2515 0 No Deposit 314 NULL 0
## 2516 0 No Deposit 142 NULL 0
## 2517 0 No Deposit 171 NULL 0
## 2518 1 No Deposit NULL NULL 0
## 2519 0 No Deposit NULL NULL 0
## 2520 0 No Deposit NULL NULL 0
## 2521 1 No Deposit 250 NULL 0
## 2522 0 No Deposit 240 NULL 0
## 2523 0 No Deposit 314 NULL 0
## 2524 0 No Deposit 171 NULL 0
## 2525 1 No Deposit 250 NULL 0
## 2526 0 No Deposit 115 NULL 0
## 2527 0 No Deposit 314 NULL 0
## 2528 0 No Deposit 40 NULL 0
## 2529 1 No Deposit 240 NULL 0
## 2530 0 No Deposit 240 NULL 0
## 2531 0 No Deposit 240 NULL 0
## 2532 0 No Deposit 240 NULL 0
## 2533 0 No Deposit 146 NULL 0
## 2534 0 No Deposit 208 NULL 0
## 2535 0 No Deposit 208 NULL 0
## 2536 0 No Deposit 240 NULL 0
## 2537 0 No Deposit 208 NULL 0
## 2538 2 No Deposit 208 NULL 0
## 2539 0 No Deposit 208 NULL 0
## 2540 0 No Deposit 208 NULL 0
## 2541 0 No Deposit 241 NULL 0
## 2542 0 No Deposit 240 NULL 0
## 2543 0 No Deposit 241 NULL 0
## 2544 0 No Deposit 177 NULL 0
## 2545 0 No Deposit 240 NULL 0
## 2546 0 No Deposit 240 NULL 0
## 2547 1 No Deposit 241 NULL 0
## 2548 0 No Deposit 241 NULL 0
## 2549 0 No Deposit 240 NULL 0
## 2550 0 No Deposit 250 NULL 0
## 2551 1 No Deposit 240 NULL 0
## 2552 0 No Deposit 240 NULL 0
## 2553 1 No Deposit NULL NULL 0
## 2554 1 No Deposit 240 NULL 0
## 2555 0 No Deposit 240 NULL 0
## 2556 0 No Deposit 240 NULL 0
## 2557 0 No Deposit 242 NULL 0
## 2558 0 No Deposit 240 NULL 0
## 2559 0 No Deposit 241 NULL 0
## 2560 0 No Deposit 2 NULL 0
## 2561 1 No Deposit 240 NULL 0
## 2562 0 No Deposit 177 NULL 0
## 2563 0 No Deposit 243 NULL 0
## 2564 0 No Deposit 243 NULL 0
## 2565 0 No Deposit 243 NULL 0
## 2566 0 No Deposit 250 NULL 0
## 2567 0 No Deposit 243 NULL 0
## 2568 0 No Deposit 240 NULL 0
## 2569 0 No Deposit 240 NULL 0
## 2570 1 No Deposit 240 NULL 0
## 2571 0 No Deposit 240 NULL 0
## 2572 0 No Deposit 240 NULL 0
## 2573 0 No Deposit 240 NULL 0
## 2574 0 No Deposit 240 NULL 0
## 2575 0 No Deposit 240 NULL 0
## 2576 0 No Deposit 240 NULL 0
## 2577 0 No Deposit 240 NULL 0
## 2578 1 No Deposit 240 NULL 0
## 2579 0 No Deposit 243 NULL 0
## 2580 0 No Deposit 243 NULL 0
## 2581 1 No Deposit 26 NULL 0
## 2582 0 No Deposit 240 NULL 0
## 2583 0 No Deposit 240 NULL 0
## 2584 0 No Deposit 240 NULL 0
## 2585 0 No Deposit 240 NULL 0
## 2586 1 No Deposit NULL 317 0
## 2587 0 No Deposit NULL NULL 0
## 2588 0 No Deposit 240 NULL 0
## 2589 2 No Deposit NULL 317 0
## 2590 0 No Deposit 240 NULL 0
## 2591 0 No Deposit 240 NULL 0
## 2592 0 No Deposit NULL NULL 0
## 2593 0 No Deposit 240 NULL 0
## 2594 2 No Deposit NULL 317 0
## 2595 0 No Deposit NULL NULL 0
## 2596 0 No Deposit 253 NULL 0
## 2597 0 No Deposit NULL NULL 0
## 2598 1 No Deposit NULL NULL 0
## 2599 0 No Deposit 240 NULL 0
## 2600 2 No Deposit NULL NULL 0
## 2601 0 No Deposit NULL NULL 0
## 2602 0 No Deposit 241 NULL 0
## 2603 0 No Deposit 240 NULL 0
## 2604 0 No Deposit 241 NULL 0
## 2605 0 No Deposit 2 NULL 0
## 2606 0 No Deposit 2 NULL 0
## 2607 0 No Deposit 241 NULL 0
## 2608 0 No Deposit 250 NULL 0
## 2609 0 No Deposit 240 NULL 0
## 2610 0 No Deposit 240 NULL 0
## 2611 0 No Deposit 240 NULL 0
## 2612 0 No Deposit 240 NULL 0
## 2613 0 No Deposit 240 NULL 0
## 2614 0 No Deposit 240 NULL 0
## 2615 0 No Deposit 2 NULL 0
## 2616 0 No Deposit 5 NULL 0
## 2617 2 No Deposit 240 NULL 0
## 2618 0 No Deposit 240 NULL 0
## 2619 0 No Deposit 250 NULL 0
## 2620 0 No Deposit 240 NULL 0
## 2621 4 No Deposit NULL 317 0
## 2622 0 No Deposit NULL NULL 0
## 2623 0 No Deposit 240 NULL 0
## 2624 0 No Deposit 240 NULL 0
## 2625 0 No Deposit NULL NULL 0
## 2626 0 Non Refund NULL NULL 0
## 2627 0 Non Refund NULL NULL 0
## 2628 0 Non Refund NULL NULL 0
## 2629 0 Non Refund NULL NULL 0
## 2630 0 Non Refund NULL NULL 0
## 2631 0 Non Refund NULL NULL 0
## 2632 0 Non Refund NULL NULL 0
## 2633 0 Non Refund NULL NULL 0
## 2634 0 Non Refund NULL NULL 0
## 2635 0 Non Refund NULL NULL 0
## 2636 0 Non Refund NULL NULL 0
## 2637 0 Non Refund NULL NULL 0
## 2638 0 Non Refund NULL NULL 0
## 2639 0 Non Refund NULL NULL 0
## 2640 0 Non Refund NULL NULL 0
## 2641 0 Non Refund NULL NULL 0
## 2642 0 Non Refund NULL NULL 0
## 2643 0 Non Refund NULL NULL 0
## 2644 0 No Deposit 240 NULL 0
## 2645 0 Non Refund NULL NULL 0
## 2646 0 Non Refund NULL NULL 0
## 2647 0 Non Refund NULL NULL 0
## 2648 0 Non Refund NULL NULL 0
## 2649 0 Non Refund NULL NULL 0
## 2650 0 Non Refund NULL NULL 0
## 2651 0 No Deposit 240 NULL 0
## 2652 0 Non Refund NULL NULL 0
## 2653 0 Non Refund NULL NULL 0
## 2654 0 Non Refund NULL NULL 0
## 2655 0 Non Refund NULL NULL 0
## 2656 0 Non Refund NULL NULL 0
## 2657 0 Non Refund NULL NULL 0
## 2658 0 Non Refund NULL NULL 0
## 2659 0 Non Refund NULL NULL 0
## 2660 0 Non Refund NULL NULL 0
## 2661 0 Non Refund NULL NULL 0
## 2662 0 Non Refund NULL NULL 0
## 2663 0 No Deposit 240 NULL 0
## 2664 0 No Deposit 240 NULL 0
## 2665 0 No Deposit NULL NULL 0
## 2666 0 No Deposit 240 NULL 0
## 2667 0 No Deposit 171 NULL 0
## 2668 0 No Deposit NULL NULL 0
## 2669 0 No Deposit 177 NULL 0
## 2670 0 No Deposit 314 NULL 0
## 2671 0 No Deposit 175 NULL 0
## 2672 0 No Deposit 240 NULL 0
## 2673 0 No Deposit 240 NULL 0
## 2674 0 No Deposit 240 NULL 0
## 2675 0 No Deposit 240 NULL 0
## 2676 0 No Deposit 143 NULL 0
## 2677 0 No Deposit 175 NULL 0
## 2678 0 No Deposit 240 NULL 0
## 2679 0 No Deposit 250 NULL 0
## 2680 0 Non Refund NULL NULL 0
## 2681 0 Non Refund NULL NULL 0
## 2682 0 Non Refund NULL NULL 0
## 2683 0 Non Refund NULL NULL 0
## 2684 0 Non Refund NULL NULL 0
## 2685 0 No Deposit 240 NULL 0
## 2686 0 No Deposit 240 NULL 0
## 2687 0 No Deposit 8 NULL 0
## 2688 0 No Deposit 314 NULL 0
## 2689 0 No Deposit 243 NULL 0
## 2690 1 No Deposit 240 NULL 0
## 2691 0 No Deposit 242 NULL 0
## 2692 0 No Deposit 242 NULL 0
## 2693 0 No Deposit 240 NULL 0
## 2694 1 No Deposit 8 NULL 0
## 2695 0 No Deposit 8 NULL 0
## 2696 1 No Deposit 240 NULL 0
## 2697 0 No Deposit NULL 281 0
## 2698 2 No Deposit 185 281 0
## 2699 0 Non Refund 281 NULL 0
## 2700 0 Non Refund 281 NULL 0
## 2701 0 Non Refund 281 NULL 0
## 2702 0 Non Refund 281 NULL 0
## 2703 0 Non Refund 281 NULL 0
## 2704 0 No Deposit 240 NULL 0
## 2705 0 No Deposit NULL NULL 0
## 2706 1 No Deposit NULL NULL 0
## 2707 0 No Deposit 240 NULL 0
## 2708 0 No Deposit NULL NULL 0
## 2709 0 No Deposit NULL NULL 0
## 2710 0 No Deposit 240 NULL 0
## 2711 0 No Deposit 196 NULL 0
## 2712 0 No Deposit 240 NULL 0
## 2713 0 No Deposit 240 NULL 0
## 2714 0 No Deposit 196 NULL 0
## 2715 0 No Deposit 240 NULL 0
## 2716 0 No Deposit 240 NULL 0
## 2717 0 No Deposit 240 NULL 0
## 2718 1 No Deposit 240 NULL 0
## 2719 0 No Deposit 156 NULL 0
## 2720 0 No Deposit NULL NULL 0
## 2721 0 No Deposit NULL 118 0
## 2722 2 No Deposit 240 NULL 0
## 2723 0 No Deposit NULL NULL 0
## 2724 1 No Deposit NULL NULL 0
## 2725 0 No Deposit NULL NULL 0
## 2726 0 No Deposit NULL NULL 0
## 2727 0 No Deposit NULL NULL 0
## 2728 0 No Deposit NULL 59 0
## 2729 0 No Deposit NULL NULL 0
## 2730 0 No Deposit NULL NULL 0
## 2731 0 No Deposit 240 NULL 0
## 2732 0 No Deposit 240 NULL 0
## 2733 1 No Deposit 240 NULL 0
## 2734 0 No Deposit 240 NULL 0
## 2735 0 No Deposit NULL 274 0
## 2736 1 No Deposit 240 NULL 0
## 2737 1 No Deposit NULL NULL 0
## 2738 2 No Deposit 240 NULL 0
## 2739 0 No Deposit NULL NULL 0
## 2740 1 No Deposit NULL NULL 0
## 2741 0 No Deposit 250 NULL 0
## 2742 0 No Deposit NULL NULL 0
## 2743 0 No Deposit NULL NULL 0
## 2744 1 No Deposit 240 NULL 0
## 2745 0 No Deposit 250 NULL 0
## 2746 0 No Deposit NULL NULL 0
## 2747 0 No Deposit NULL NULL 0
## 2748 0 No Deposit NULL NULL 0
## 2749 0 No Deposit 240 NULL 0
## 2750 0 No Deposit NULL NULL 0
## 2751 0 No Deposit NULL NULL 0
## 2752 1 No Deposit 240 NULL 0
## 2753 0 No Deposit NULL NULL 0
## 2754 0 No Deposit 240 NULL 0
## 2755 0 No Deposit NULL NULL 0
## 2756 0 No Deposit NULL NULL 0
## 2757 0 No Deposit 240 NULL 0
## 2758 0 No Deposit 177 NULL 0
## 2759 0 No Deposit 177 NULL 0
## 2760 0 No Deposit NULL NULL 0
## 2761 0 No Deposit 241 NULL 0
## 2762 0 No Deposit 96 NULL 0
## 2763 0 No Deposit NULL NULL 0
## 2764 2 No Deposit NULL NULL 0
## 2765 0 No Deposit 241 NULL 0
## 2766 0 No Deposit 241 NULL 0
## 2767 0 No Deposit 240 NULL 0
## 2768 0 No Deposit 240 NULL 0
## 2769 0 No Deposit NULL NULL 0
## 2770 0 Non Refund NULL NULL 0
## 2771 0 Non Refund NULL NULL 0
## 2772 0 No Deposit NULL NULL 0
## 2773 0 Non Refund NULL NULL 0
## 2774 0 No Deposit NULL NULL 0
## 2775 0 Non Refund NULL NULL 0
## 2776 0 No Deposit NULL NULL 0
## 2777 0 No Deposit NULL NULL 0
## 2778 0 No Deposit 330 NULL 0
## 2779 0 No Deposit NULL NULL 0
## 2780 0 No Deposit NULL NULL 0
## 2781 0 No Deposit 240 NULL 0
## 2782 1 No Deposit 240 NULL 0
## 2783 0 No Deposit NULL NULL 0
## 2784 0 Non Refund NULL NULL 0
## 2785 0 Non Refund NULL NULL 0
## 2786 0 Non Refund NULL NULL 0
## 2787 0 No Deposit 250 NULL 0
## 2788 0 Non Refund NULL NULL 0
## 2789 0 No Deposit NULL NULL 0
## 2790 0 Non Refund NULL NULL 0
## 2791 0 Non Refund NULL NULL 0
## 2792 0 No Deposit NULL NULL 0
## 2793 0 No Deposit NULL NULL 0
## 2794 0 No Deposit NULL NULL 0
## 2795 0 Non Refund NULL NULL 0
## 2796 0 Non Refund NULL NULL 0
## 2797 0 No Deposit 330 NULL 0
## 2798 0 No Deposit NULL NULL 0
## 2799 0 No Deposit 330 NULL 0
## 2800 0 No Deposit NULL NULL 0
## 2801 0 No Deposit 241 NULL 0
## 2802 0 No Deposit NULL NULL 0
## 2803 0 No Deposit 175 NULL 0
## 2804 0 No Deposit NULL NULL 0
## 2805 0 No Deposit NULL NULL 0
## 2806 0 No Deposit NULL NULL 0
## 2807 0 No Deposit NULL NULL 0
## 2808 0 No Deposit 240 NULL 0
## 2809 0 No Deposit NULL NULL 0
## 2810 0 No Deposit NULL NULL 0
## 2811 0 No Deposit NULL NULL 0
## 2812 0 Non Refund NULL NULL 0
## 2813 0 Non Refund NULL NULL 0
## 2814 0 Non Refund NULL NULL 0
## 2815 0 Non Refund NULL NULL 0
## 2816 0 Non Refund NULL NULL 0
## 2817 0 No Deposit NULL NULL 0
## 2818 1 No Deposit 250 NULL 0
## 2819 0 No Deposit 240 NULL 0
## 2820 0 No Deposit 240 NULL 0
## 2821 0 No Deposit 240 NULL 0
## 2822 0 No Deposit NULL NULL 0
## 2823 1 No Deposit NULL NULL 0
## 2824 0 No Deposit 250 NULL 0
## 2825 0 No Deposit NULL NULL 0
## 2826 1 No Deposit 240 NULL 0
## 2827 1 No Deposit 240 NULL 0
## 2828 0 No Deposit 240 NULL 0
## 2829 0 No Deposit 240 NULL 0
## 2830 0 No Deposit 240 NULL 0
## 2831 0 No Deposit 240 NULL 0
## 2832 0 No Deposit 240 NULL 0
## 2833 0 No Deposit 36 NULL 0
## 2834 0 No Deposit 240 NULL 0
## 2835 0 No Deposit 156 NULL 0
## 2836 0 No Deposit NULL 94 0
## 2837 0 No Deposit 240 NULL 0
## 2838 0 No Deposit 240 NULL 0
## 2839 0 No Deposit 196 NULL 0
## 2840 1 No Deposit 240 NULL 0
## 2841 0 No Deposit NULL 94 0
## 2842 0 No Deposit 156 NULL 0
## 2843 0 No Deposit 240 NULL 0
## 2844 0 No Deposit 36 NULL 0
## 2845 0 No Deposit 156 NULL 0
## 2846 0 No Deposit 156 NULL 0
## 2847 0 No Deposit 240 NULL 0
## 2848 1 No Deposit NULL NULL 0
## 2849 1 No Deposit 240 NULL 0
## 2850 0 No Deposit 69 NULL 0
## 2851 0 No Deposit 69 NULL 0
## 2852 0 No Deposit 240 NULL 0
## 2853 0 No Deposit 281 NULL 0
## 2854 0 No Deposit 281 NULL 0
## 2855 0 No Deposit 281 NULL 0
## 2856 0 No Deposit 281 NULL 0
## 2857 0 No Deposit 281 NULL 0
## 2858 0 No Deposit 281 NULL 0
## 2859 0 No Deposit 281 NULL 0
## 2860 0 No Deposit 241 NULL 0
## 2861 0 No Deposit NULL NULL 0
## 2862 0 No Deposit NULL NULL 0
## 2863 0 No Deposit 240 NULL 0
## 2864 0 No Deposit NULL NULL 0
## 2865 0 No Deposit NULL NULL 0
## 2866 0 No Deposit 240 NULL 0
## 2867 1 No Deposit 240 NULL 0
## 2868 1 No Deposit 334 281 0
## 2869 1 No Deposit 240 NULL 0
## 2870 0 No Deposit 15 NULL 0
## 2871 0 No Deposit 196 NULL 0
## 2872 0 No Deposit 177 NULL 0
## 2873 0 No Deposit NULL 53 0
## 2874 0 No Deposit 314 NULL 0
## 2875 0 No Deposit 177 NULL 0
## 2876 0 No Deposit 8 NULL 0
## 2877 0 No Deposit 240 NULL 0
## 2878 2 No Deposit 328 281 0
## 2879 2 No Deposit 326 281 0
## 2880 1 No Deposit 326 281 0
## 2881 2 No Deposit 334 281 0
## 2882 6 No Deposit 328 281 0
## 2883 1 No Deposit 326 281 0
## 2884 2 No Deposit 334 281 0
## 2885 2 No Deposit 334 281 0
## 2886 0 No Deposit NULL 286 0
## 2887 0 No Deposit 240 NULL 0
## 2888 0 No Deposit 240 NULL 0
## 2889 1 No Deposit 240 NULL 0
## 2890 0 No Deposit 156 NULL 0
## 2891 1 No Deposit NULL 281 0
## 2892 0 No Deposit NULL 281 0
## 2893 3 No Deposit 185 281 0
## 2894 0 No Deposit NULL 12 0
## 2895 0 No Deposit NULL NULL 0
## 2896 0 No Deposit NULL NULL 0
## 2897 1 No Deposit 240 NULL 0
## 2898 1 No Deposit 240 NULL 0
## 2899 1 No Deposit 185 281 0
## 2900 0 No Deposit 314 NULL 0
## 2901 2 No Deposit 185 281 0
## 2902 1 No Deposit 240 NULL 0
## 2903 0 No Deposit 240 NULL 0
## 2904 0 No Deposit 240 NULL 0
## 2905 0 No Deposit 250 NULL 0
## 2906 0 No Deposit 115 NULL 0
## 2907 0 No Deposit 240 NULL 0
## 2908 0 No Deposit 240 NULL 0
## 2909 1 No Deposit 241 NULL 0
## 2910 0 No Deposit 156 NULL 0
## 2911 1 No Deposit 240 NULL 0
## 2912 1 No Deposit 240 NULL 0
## 2913 1 No Deposit 334 281 0
## 2914 2 No Deposit 185 281 0
## 2915 2 No Deposit 185 281 0
## 2916 2 No Deposit 185 281 0
## 2917 3 No Deposit 185 281 0
## 2918 1 No Deposit 334 281 0
## 2919 2 No Deposit 185 281 0
## 2920 0 No Deposit 240 NULL 0
## 2921 0 No Deposit 240 NULL 0
## 2922 0 No Deposit 321 NULL 0
## 2923 0 No Deposit 15 NULL 0
## 2924 0 No Deposit 6 NULL 0
## 2925 0 No Deposit NULL NULL 0
## 2926 0 No Deposit 15 NULL 0
## 2927 0 No Deposit 15 NULL 0
## 2928 0 No Deposit 240 NULL 0
## 2929 1 No Deposit 240 NULL 0
## 2930 0 No Deposit 240 NULL 0
## 2931 0 No Deposit 314 NULL 0
## 2932 0 No Deposit 314 NULL 0
## 2933 0 No Deposit 156 NULL 0
## 2934 0 No Deposit 156 NULL 0
## 2935 0 No Deposit 281 NULL 0
## 2936 0 No Deposit 281 NULL 0
## 2937 0 No Deposit 281 NULL 0
## 2938 0 No Deposit 240 NULL 0
## 2939 1 No Deposit 185 281 0
## 2940 0 No Deposit 240 NULL 0
## 2941 0 No Deposit 240 NULL 0
## customer_type adr required_car_parking_spaces
## 1 Transient 0.00 0
## 2 Transient 0.00 0
## 3 Transient 75.00 0
## 4 Transient 75.00 0
## 5 Transient 98.00 0
## 6 Transient 98.00 0
## 7 Transient 107.00 0
## 8 Transient 103.00 0
## 9 Transient 82.00 0
## 10 Transient 105.50 0
## 11 Transient 123.00 0
## 12 Transient 145.00 0
## 13 Transient 97.00 0
## 14 Transient 154.77 0
## 15 Transient 94.71 0
## 16 Transient 97.00 0
## 17 Contract 97.50 0
## 18 Transient 88.20 0
## 19 Transient 107.42 0
## 20 Transient 153.00 0
## 21 Transient 97.29 0
## 22 Transient 84.67 0
## 23 Transient 84.67 0
## 24 Transient 99.67 0
## 25 Contract 94.95 0
## 26 Transient 63.60 1
## 27 Contract 79.50 0
## 28 Transient 107.00 0
## 29 Transient 94.00 0
## 30 Transient 87.30 1
## 31 Transient 62.00 0
## 32 Transient 63.86 0
## 33 Transient 108.30 0
## 34 Transient 65.50 0
## 35 Transient 108.80 0
## 36 Transient 108.80 0
## 37 Transient 98.00 0
## 38 Transient 108.80 0
## 39 Transient 108.80 0
## 40 Transient 137.00 0
## 41 Transient 117.81 0
## 42 Contract 79.50 0
## 43 Transient 123.00 0
## 44 Transient 137.00 0
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## 2327 Transient 63.33 0
## 2328 Transient 83.33 0
## 2329 Transient 92.00 0
## 2330 Transient 92.00 0
## 2331 Transient 92.00 0
## 2332 Transient 43.12 0
## 2333 Transient 78.80 1
## 2334 Transient 55.73 0
## 2335 Transient 44.50 0
## 2336 Transient 92.00 0
## 2337 Transient 92.00 0
## 2338 Transient 92.00 0
## 2339 Transient 92.00 0
## 2340 Transient 83.00 1
## 2341 Transient 67.00 0
## 2342 Transient 77.00 0
## 2343 Transient 71.50 0
## 2344 Transient 70.40 0
## 2345 Transient 73.68 1
## 2346 Transient 82.00 0
## 2347 Transient 56.00 0
## 2348 Contract 45.00 0
## 2349 Contract 45.00 0
## 2350 Transient 60.30 0
## 2351 Transient 67.50 0
## 2352 Transient 61.50 0
## 2353 Transient 107.50 1
## 2354 Transient 101.50 0
## 2355 Transient 76.35 1
## 2356 Transient-Party 49.20 0
## 2357 Transient 82.35 0
## 2358 Transient 111.50 0
## 2359 Transient 67.50 1
## 2360 Transient 117.00 0
## 2361 Transient 77.50 1
## 2362 Transient 102.50 1
## 2363 Transient 101.50 0
## 2364 Transient 101.50 0
## 2365 Transient 61.35 1
## 2366 Transient 61.35 1
## 2367 Transient-Party 49.20 0
## 2368 Transient 90.00 0
## 2369 Transient 36.05 0
## 2370 Transient 36.05 0
## 2371 Transient 36.05 0
## 2372 Transient 36.05 0
## 2373 Transient 36.05 0
## 2374 Transient 36.05 0
## 2375 Transient 36.05 0
## 2376 Transient 36.05 0
## 2377 Transient 36.05 0
## 2378 Transient 36.05 0
## 2379 Transient 4.00 0
## 2380 Transient 36.05 0
## 2381 Transient 36.05 0
## 2382 Transient 36.05 0
## 2383 Transient 98.00 0
## 2384 Transient 79.22 0
## 2385 Transient 106.00 0
## 2386 Transient 50.40 0
## 2387 Transient 66.00 0
## 2388 Transient 50.40 0
## 2389 Transient 46.50 0
## 2390 Transient 50.40 0
## 2391 Transient 66.00 0
## 2392 Transient 56.00 0
## 2393 Transient 82.00 1
## 2394 Transient 50.40 0
## 2395 Transient 37.60 0
## 2396 Transient 56.40 1
## 2397 Transient 67.00 0
## 2398 Transient 56.40 1
## 2399 Transient 42.30 0
## 2400 Transient 50.40 0
## 2401 Transient 56.00 0
## 2402 Transient 50.40 0
## 2403 Transient 42.30 0
## 2404 Transient 56.52 0
## 2405 Transient 58.24 0
## 2406 Transient 69.85 0
## 2407 Transient 92.71 0
## 2408 Transient-Party 0.00 0
## 2409 Transient 0.00 0
## 2410 Transient 0.00 0
## 2411 Transient 48.00 0
## 2412 Transient 53.00 0
## 2413 Transient 48.00 0
## 2414 Transient 37.00 0
## 2415 Transient 56.00 0
## 2416 Transient 48.00 0
## 2417 Transient 61.28 0
## 2418 Group 0.00 0
## 2419 Group 0.00 0
## 2420 Group 0.00 0
## 2421 Transient-Party 79.00 0
## 2422 Transient 74.28 0
## 2423 Transient 47.00 0
## 2424 Transient 50.40 0
## 2425 Transient 56.00 0
## 2426 Transient 8.00 0
## 2427 Transient 56.00 1
## 2428 Transient 47.00 0
## 2429 Transient 117.00 0
## 2430 Transient 107.43 0
## 2431 Transient 73.38 0
## 2432 Transient 117.00 1
## 2433 Transient-Party 37.60 1
## 2434 Transient-Party 42.30 1
## 2435 Transient 56.00 0
## 2436 Transient-Party 37.60 0
## 2437 Transient 56.00 0
## 2438 Transient-Party 42.30 0
## 2439 Transient 64.50 0
## 2440 Transient-Party 0.00 0
## 2441 Transient-Party 43.00 1
## 2442 Transient 111.50 0
## 2443 Contract 33.30 0
## 2444 Transient-Party 0.00 0
## 2445 Transient-Party 0.00 0
## 2446 Transient-Party 0.00 0
## 2447 Transient 73.00 1
## 2448 Transient-Party 44.50 0
## 2449 Transient 0.00 0
## 2450 Transient-Party 44.50 0
## 2451 Transient 98.40 1
## 2452 Transient 70.00 1
## 2453 Transient 75.00 0
## 2454 Transient 57.83 1
## 2455 Transient 68.57 0
## 2456 Transient 67.00 0
## 2457 Transient 81.50 0
## 2458 Transient 54.77 0
## 2459 Transient 45.56 0
## 2460 Transient 59.40 0
## 2461 Transient 108.00 0
## 2462 Transient 56.00 0
## 2463 Transient 56.00 0
## 2464 Transient 65.00 0
## 2465 Transient 42.50 0
## 2466 Transient 50.05 0
## 2467 Contract 86.50 0
## 2468 Transient 67.92 0
## 2469 Contract 43.93 0
## 2470 Transient 45.00 0
## 2471 Transient 55.14 0
## 2472 Transient 38.25 0
## 2473 Transient 55.00 0
## 2474 Transient 81.34 0
## 2475 Transient 40.50 0
## 2476 Transient 40.50 0
## 2477 Transient 37.00 0
## 2478 Transient 56.00 1
## 2479 Transient-Party 37.00 0
## 2480 Transient-Party 37.00 0
## 2481 Transient 68.40 0
## 2482 Transient 39.00 0
## 2483 Transient 86.00 0
## 2484 Transient 62.00 1
## 2485 Transient 92.00 1
## 2486 Transient 40.23 0
## 2487 Transient-Party 76.80 0
## 2488 Transient-Party 76.80 0
## 2489 Transient-Party 76.80 0
## 2490 Transient-Party 58.40 0
## 2491 Transient-Party 76.80 0
## 2492 Transient-Party 76.80 0
## 2493 Transient-Party 76.80 0
## 2494 Transient-Party 76.80 0
## 2495 Transient-Party 76.80 0
## 2496 Transient 56.00 0
## 2497 Transient-Party 76.80 0
## 2498 Transient-Party 76.80 0
## 2499 Transient-Party 76.80 0
## 2500 Transient-Party 76.80 0
## 2501 Transient-Party 76.80 0
## 2502 Transient-Party 76.80 0
## 2503 Transient-Party 76.80 0
## 2504 Transient-Party 76.80 0
## 2505 Transient-Party 76.80 0
## 2506 Transient 57.00 0
## 2507 Transient-Party 76.80 0
## 2508 Transient-Party 76.80 0
## 2509 Transient-Party 76.80 0
## 2510 Transient 58.40 0
## 2511 Transient-Party 76.80 0
## 2512 Contract 79.63 0
## 2513 Contract 37.56 0
## 2514 Transient 36.90 0
## 2515 Transient 70.00 0
## 2516 Transient 62.00 0
## 2517 Transient 67.56 0
## 2518 Transient 56.00 1
## 2519 Transient 56.00 0
## 2520 Transient 66.00 0
## 2521 Transient 75.00 0
## 2522 Transient 47.00 0
## 2523 Contract 67.15 0
## 2524 Transient 88.67 0
## 2525 Transient 95.00 0
## 2526 Contract 113.33 0
## 2527 Contract 36.00 0
## 2528 Contract 54.40 0
## 2529 Transient 36.00 0
## 2530 Transient 42.30 0
## 2531 Transient 0.00 0
## 2532 Transient 0.00 0
## 2533 Transient 37.00 0
## 2534 Transient-Party 8.00 0
## 2535 Transient-Party 0.00 0
## 2536 Transient 95.00 0
## 2537 Transient-Party 0.00 0
## 2538 Transient-Party 70.00 0
## 2539 Transient-Party 70.00 0
## 2540 Transient-Party 60.00 0
## 2541 Transient 34.65 0
## 2542 Transient 56.00 1
## 2543 Transient 41.98 1
## 2544 Transient 40.05 0
## 2545 Transient 61.00 1
## 2546 Transient 66.00 0
## 2547 Transient 34.65 0
## 2548 Transient 45.55 0
## 2549 Transient 55.00 0
## 2550 Transient 59.40 0
## 2551 Transient 86.00 0
## 2552 Transient 66.43 0
## 2553 Transient 47.00 0
## 2554 Transient 112.29 0
## 2555 Transient 55.00 0
## 2556 Transient 70.00 1
## 2557 Transient 59.40 0
## 2558 Transient-Party 40.50 0
## 2559 Transient 61.60 0
## 2560 Contract 42.50 0
## 2561 Transient-Party 82.00 1
## 2562 Transient 81.00 0
## 2563 Transient-Party 60.00 1
## 2564 Transient 43.93 0
## 2565 Transient 42.50 0
## 2566 Transient 36.00 0
## 2567 Transient 60.00 1
## 2568 Transient 36.00 0
## 2569 Transient 55.00 2
## 2570 Transient-Party 40.50 0
## 2571 Transient 50.40 0
## 2572 Transient 40.50 0
## 2573 Transient 55.00 0
## 2574 Transient 36.00 0
## 2575 Transient 55.00 0
## 2576 Transient 55.00 0
## 2577 Transient 81.50 0
## 2578 Transient 56.40 1
## 2579 Transient-Party 42.50 0
## 2580 Transient 55.43 0
## 2581 Contract 70.31 0
## 2582 Transient 104.67 0
## 2583 Transient-Party 76.00 0
## 2584 Transient-Party 76.00 0
## 2585 Transient-Party 76.00 0
## 2586 Transient 56.00 0
## 2587 Transient 66.00 0
## 2588 Transient-Party 82.00 1
## 2589 Transient-Party 56.00 0
## 2590 Transient 77.00 0
## 2591 Transient 50.40 0
## 2592 Transient 73.00 1
## 2593 Transient 72.00 1
## 2594 Transient-Party 56.00 0
## 2595 Transient-Party 56.00 0
## 2596 Transient 0.00 0
## 2597 Transient-Party 56.00 0
## 2598 Transient 64.00 1
## 2599 Transient 66.00 0
## 2600 Transient-Party 56.00 0
## 2601 Transient 70.00 1
## 2602 Transient 34.65 0
## 2603 Transient 58.00 0
## 2604 Transient 34.65 0
## 2605 Contract 44.50 0
## 2606 Contract 44.50 0
## 2607 Transient 38.92 1
## 2608 Transient 119.43 1
## 2609 Transient 47.00 0
## 2610 Transient 56.00 0
## 2611 Transient 56.00 0
## 2612 Transient 56.00 0
## 2613 Transient 47.00 0
## 2614 Transient 106.00 0
## 2615 Transient 99.50 0
## 2616 Transient 52.51 0
## 2617 Transient 49.80 0
## 2618 Transient 73.00 1
## 2619 Transient 96.00 0
## 2620 Transient-Party 47.00 0
## 2621 Transient-Party 56.00 0
## 2622 Transient 106.00 0
## 2623 Transient 66.30 1
## 2624 Transient 45.00 0
## 2625 Transient 39.00 1
## 2626 Transient 47.00 0
## 2627 Transient 47.00 0
## 2628 Transient 39.00 0
## 2629 Transient 39.00 0
## 2630 Transient 39.00 0
## 2631 Transient 47.00 0
## 2632 Transient 47.00 0
## 2633 Transient 47.00 0
## 2634 Transient 39.00 0
## 2635 Transient 39.00 0
## 2636 Transient 47.00 0
## 2637 Transient 47.00 0
## 2638 Transient 39.00 0
## 2639 Transient 39.00 0
## 2640 Transient 47.00 0
## 2641 Transient 47.00 0
## 2642 Transient 39.00 0
## 2643 Transient 39.00 0
## 2644 Transient 66.00 0
## 2645 Transient 47.00 0
## 2646 Transient 47.00 0
## 2647 Transient 47.00 0
## 2648 Transient 39.00 0
## 2649 Transient 39.00 0
## 2650 Transient 39.00 0
## 2651 Transient 66.00 0
## 2652 Transient 47.00 0
## 2653 Transient 47.00 0
## 2654 Transient 47.00 0
## 2655 Transient 39.00 0
## 2656 Transient 39.00 0
## 2657 Transient 47.00 0
## 2658 Transient 47.00 0
## 2659 Transient 47.00 0
## 2660 Transient 39.00 0
## 2661 Transient 39.00 0
## 2662 Transient 39.00 0
## 2663 Transient 65.00 0
## 2664 Transient 76.00 0
## 2665 Transient 45.00 0
## 2666 Transient 66.00 0
## 2667 Transient 54.00 0
## 2668 Transient 45.00 0
## 2669 Transient 42.05 0
## 2670 Transient 47.00 0
## 2671 Transient 52.00 0
## 2672 Transient 65.00 0
## 2673 Transient 96.67 0
## 2674 Transient 76.00 0
## 2675 Transient 76.00 0
## 2676 Contract 42.50 0
## 2677 Transient 34.56 0
## 2678 Transient 63.82 0
## 2679 Transient 66.00 1
## 2680 Transient 47.00 0
## 2681 Transient 47.00 0
## 2682 Transient 39.00 0
## 2683 Transient 39.00 0
## 2684 Transient 39.00 0
## 2685 Transient 67.00 0
## 2686 Transient 106.00 0
## 2687 Contract 36.00 0
## 2688 Contract 44.80 0
## 2689 Contract 69.93 0
## 2690 Transient 47.00 0
## 2691 Transient 75.00 0
## 2692 Transient 0.00 0
## 2693 Transient 54.00 1
## 2694 Contract 48.60 0
## 2695 Contract 48.60 0
## 2696 Transient 66.00 0
## 2697 Transient 36.00 0
## 2698 Transient-Party 52.20 0
## 2699 Contract 36.00 0
## 2700 Contract 36.00 0
## 2701 Contract 36.00 0
## 2702 Contract 36.00 0
## 2703 Transient 36.00 0
## 2704 Transient 43.20 0
## 2705 Transient 45.00 0
## 2706 Transient 66.00 1
## 2707 Transient 48.00 1
## 2708 Transient 45.00 0
## 2709 Transient 36.00 0
## 2710 Transient 49.20 1
## 2711 Transient-Party 72.50 0
## 2712 Transient 48.00 0
## 2713 Transient 58.00 0
## 2714 Transient-Party 72.50 0
## 2715 Transient 39.00 0
## 2716 Transient 56.00 0
## 2717 Transient 77.00 1
## 2718 Transient 70.20 0
## 2719 Transient 49.01 0
## 2720 Transient 48.00 1
## 2721 Transient 48.00 0
## 2722 Transient 77.40 0
## 2723 Transient 48.00 0
## 2724 Transient 63.76 0
## 2725 Transient 69.76 1
## 2726 Transient 63.76 0
## 2727 Transient 65.19 0
## 2728 Transient 48.00 0
## 2729 Transient 39.00 0
## 2730 Transient 48.00 1
## 2731 Transient 39.00 1
## 2732 Transient 35.10 0
## 2733 Transient 41.10 1
## 2734 Transient 48.00 0
## 2735 Transient 48.00 0
## 2736 Transient 48.00 0
## 2737 Transient 42.00 1
## 2738 Transient 48.00 0
## 2739 Transient 36.00 0
## 2740 Transient 36.00 0
## 2741 Transient 56.02 0
## 2742 Transient-Party 36.00 0
## 2743 Transient 76.00 1
## 2744 Transient 48.00 0
## 2745 Transient 56.00 0
## 2746 Transient 48.00 0
## 2747 Transient 36.00 0
## 2748 Transient 36.00 0
## 2749 Transient 56.00 0
## 2750 Transient 42.00 1
## 2751 Transient 42.00 1
## 2752 Transient 76.00 0
## 2753 Transient 54.00 1
## 2754 Transient 0.00 0
## 2755 Transient 36.00 0
## 2756 Transient 72.00 1
## 2757 Transient 48.00 0
## 2758 Transient-Party 41.45 0
## 2759 Transient-Party 47.45 1
## 2760 Transient 36.00 0
## 2761 Transient 47.12 0
## 2762 Transient 54.00 0
## 2763 Transient 45.66 0
## 2764 Transient 36.00 0
## 2765 Transient 37.40 0
## 2766 Transient 49.74 0
## 2767 Transient 0.00 0
## 2768 Transient 50.40 0
## 2769 Transient 36.00 0
## 2770 Transient 36.00 0
## 2771 Transient 36.00 0
## 2772 Transient 36.00 0
## 2773 Transient 36.00 0
## 2774 Transient 36.00 0
## 2775 Transient 36.00 0
## 2776 Transient 56.00 0
## 2777 Transient 72.00 1
## 2778 Transient 44.50 0
## 2779 Transient 49.00 0
## 2780 Transient 36.00 1
## 2781 Transient 48.00 0
## 2782 Transient 49.00 0
## 2783 Transient 36.00 0
## 2784 Transient 36.00 0
## 2785 Transient 36.00 0
## 2786 Transient 36.00 0
## 2787 Transient 58.00 0
## 2788 Transient-Party 36.00 0
## 2789 Transient 42.00 1
## 2790 Transient 36.00 0
## 2791 Transient 36.00 0
## 2792 Transient 36.00 1
## 2793 Transient 36.00 0
## 2794 Transient 36.00 0
## 2795 Transient 36.00 0
## 2796 Transient 36.00 0
## 2797 Transient 44.50 0
## 2798 Transient 36.00 0
## 2799 Transient 37.00 1
## 2800 Transient 36.00 0
## 2801 Transient 38.81 1
## 2802 Transient 36.00 0
## 2803 Transient 39.20 0
## 2804 Transient 36.00 0
## 2805 Transient 36.00 0
## 2806 Transient 36.00 1
## 2807 Transient 36.00 0
## 2808 Transient 49.00 0
## 2809 Transient 36.00 1
## 2810 Transient 36.00 1
## 2811 Transient 36.00 1
## 2812 Transient 36.00 0
## 2813 Transient 36.00 0
## 2814 Transient 36.00 0
## 2815 Transient 36.00 0
## 2816 Transient 36.00 0
## 2817 Transient 36.00 0
## 2818 Transient 88.00 0
## 2819 Transient 46.00 0
## 2820 Transient 114.00 1
## 2821 Transient 58.00 0
## 2822 Transient 36.00 0
## 2823 Transient 36.00 0
## 2824 Transient 48.00 0
## 2825 Transient 36.00 0
## 2826 Transient 69.00 0
## 2827 Transient 71.00 0
## 2828 Transient 34.43 0
## 2829 Transient 34.43 0
## 2830 Transient 51.84 0
## 2831 Transient 46.65 1
## 2832 Transient 37.29 0
## 2833 Transient 47.60 0
## 2834 Transient 34.97 0
## 2835 Transient 46.76 0
## 2836 Transient 25.00 0
## 2837 Transient 49.00 0
## 2838 Transient 39.00 0
## 2839 Transient 55.00 0
## 2840 Transient 44.10 0
## 2841 Transient 25.00 0
## 2842 Contract 55.04 0
## 2843 Transient 36.00 0
## 2844 Transient 56.16 0
## 2845 Transient 61.87 0
## 2846 Transient 24.80 0
## 2847 Transient 46.00 0
## 2848 Transient 48.00 0
## 2849 Transient 50.50 0
## 2850 Transient 29.00 0
## 2851 Transient 29.00 0
## 2852 Transient 69.43 0
## 2853 Transient-Party 40.00 0
## 2854 Transient-Party 40.00 0
## 2855 Transient-Party 40.00 0
## 2856 Transient-Party 40.00 0
## 2857 Transient-Party 40.00 0
## 2858 Transient-Party 40.00 0
## 2859 Transient-Party 40.00 0
## 2860 Transient 0.00 0
## 2861 Transient 46.00 1
## 2862 Transient 58.00 0
## 2863 Transient 42.00 1
## 2864 Transient 46.00 1
## 2865 Transient 48.00 1
## 2866 Transient 40.00 1
## 2867 Transient 43.20 0
## 2868 Transient-Party 48.00 0
## 2869 Transient 43.20 0
## 2870 Transient 33.30 0
## 2871 Transient 41.40 0
## 2872 Transient-Party 26.10 0
## 2873 Transient 35.00 0
## 2874 Transient 47.60 0
## 2875 Transient-Party 22.50 0
## 2876 Transient 48.90 0
## 2877 Transient 43.20 1
## 2878 Transient-Party 40.00 0
## 2879 Transient-Party 48.00 0
## 2880 Transient 48.00 0
## 2881 Transient-Party 48.00 0
## 2882 Transient 40.00 0
## 2883 Transient 48.00 0
## 2884 Transient-Party 40.00 0
## 2885 Transient-Party 40.00 0
## 2886 Transient 35.00 0
## 2887 Transient 59.00 0
## 2888 Transient 36.00 0
## 2889 Transient 44.10 0
## 2890 Contract 24.79 0
## 2891 Transient-Party 48.00 0
## 2892 Transient-Party 40.00 0
## 2893 Transient-Party 42.55 0
## 2894 Transient 35.00 0
## 2895 Transient 40.00 0
## 2896 Transient 40.00 0
## 2897 Transient 105.50 0
## 2898 Transient 111.50 1
## 2899 Transient-Party 36.00 0
## 2900 Contract 54.99 0
## 2901 Transient-Party 43.20 0
## 2902 Transient 44.10 0
## 2903 Transient 36.00 0
## 2904 Transient 70.00 0
## 2905 Transient 93.00 0
## 2906 Transient 26.10 0
## 2907 Transient 54.40 0
## 2908 Transient 57.00 0
## 2909 Transient 77.30 1
## 2910 Contract 24.80 0
## 2911 Transient 62.50 0
## 2912 Transient 62.50 0
## 2913 Transient-Party 40.00 0
## 2914 Transient-Party 52.20 0
## 2915 Transient-Party 36.00 0
## 2916 Transient-Party 36.00 0
## 2917 Transient-Party 36.00 0
## 2918 Transient-Party 40.00 0
## 2919 Transient-Party 52.20 1
## 2920 Transient-Party 0.00 0
## 2921 Transient 52.40 1
## 2922 Transient 30.00 1
## 2923 Transient 32.62 0
## 2924 Transient 40.50 0
## 2925 Transient 49.00 0
## 2926 Transient 32.62 0
## 2927 Transient 40.50 0
## 2928 Transient 78.00 0
## 2929 Transient 104.00 1
## 2930 Transient 94.00 1
## 2931 Transient 62.16 1
## 2932 Transient 56.16 0
## 2933 Transient 60.30 0
## 2934 Transient 38.47 0
## 2935 Transient-Party 40.00 0
## 2936 Transient-Party 40.00 0
## 2937 Transient-Party 40.00 0
## 2938 Transient 66.00 0
## 2939 Transient-Party 36.00 0
## 2940 Transient 36.00 0
## 2941 Transient 32.40 0
## total_of_special_requests reservation_status reservation_status_date
## 1 0 Check-Out 2015-07-01
## 2 0 Check-Out 2015-07-01
## 3 0 Check-Out 2015-07-02
## 4 0 Check-Out 2015-07-02
## 5 1 Check-Out 2015-07-03
## 6 1 Check-Out 2015-07-03
## 7 0 Check-Out 2015-07-03
## 8 1 Check-Out 2015-07-03
## 9 1 Canceled 2015-05-06
## 10 0 Canceled 2015-04-22
## 11 0 Canceled 2015-06-23
## 12 0 Check-Out 2015-07-05
## 13 3 Check-Out 2015-07-05
## 14 1 Check-Out 2015-07-05
## 15 0 Check-Out 2015-07-05
## 16 3 Check-Out 2015-07-05
## 17 0 Check-Out 2015-07-05
## 18 0 Check-Out 2015-07-02
## 19 0 Check-Out 2015-07-02
## 20 1 Check-Out 2015-07-05
## 21 1 Check-Out 2015-07-06
## 22 1 Check-Out 2015-07-07
## 23 1 Check-Out 2015-07-07
## 24 1 Check-Out 2015-07-07
## 25 1 Check-Out 2015-07-01
## 26 0 Check-Out 2015-07-08
## 27 0 Check-Out 2015-07-08
## 28 2 Canceled 2015-05-11
## 29 0 Check-Out 2015-07-08
## 30 1 Check-Out 2015-07-08
## 31 2 Check-Out 2015-07-15
## 32 0 Check-Out 2015-07-16
## 33 2 Canceled 2015-05-29
## 34 0 Check-Out 2015-07-08
## 35 1 Canceled 2015-05-19
## 36 1 Canceled 2015-06-19
## 37 0 Check-Out 2015-07-06
## 38 1 Check-Out 2015-07-06
## 39 0 Canceled 2015-05-23
## 40 1 Check-Out 2015-07-07
## 41 0 Canceled 2015-05-18
## 42 0 Check-Out 2015-07-07
## 43 0 Check-Out 2015-07-07
## 44 1 Check-Out 2015-07-07
## 45 2 Check-Out 2015-07-09
## 46 0 Canceled 2015-06-02
## 47 1 Check-Out 2015-07-09
## 48 2 Check-Out 2015-07-09
## 49 0 Check-Out 2015-07-09
## 50 1 Check-Out 2015-07-09
## 51 2 Check-Out 2015-07-09
## 52 0 Check-Out 2015-07-13
## 53 0 Check-Out 2015-07-16
## 54 0 Check-Out 2015-07-03
## 55 0 Check-Out 2015-07-03
## 56 2 Check-Out 2015-07-03
## 57 0 Check-Out 2015-07-03
## 58 2 Check-Out 2015-07-03
## 59 0 Check-Out 2015-07-03
## 60 1 Check-Out 2015-07-04
## 61 0 Check-Out 2015-07-04
## 62 2 Check-Out 2015-07-04
## 63 1 Check-Out 2015-07-05
## 64 0 Check-Out 2015-07-05
## 65 2 Canceled 2015-06-29
## 66 0 Check-Out 2015-07-05
## 67 0 Check-Out 2015-07-05
## 68 0 Check-Out 2015-07-05
## 69 2 Canceled 2015-06-16
## 70 2 Canceled 2015-06-18
## 71 1 Canceled 2015-07-03
## 72 1 Canceled 2015-06-12
## 73 0 Check-Out 2015-07-05
## 74 0 Check-Out 2015-07-05
## 75 0 Canceled 2015-06-09
## 76 0 Check-Out 2015-07-06
## 77 0 Canceled 2015-05-26
## 78 0 Check-Out 2015-07-07
## 79 0 Check-Out 2015-07-07
## 80 0 Check-Out 2015-07-11
## 81 0 Check-Out 2015-07-12
## 82 0 Canceled 2015-05-19
## 83 0 Check-Out 2015-07-13
## 84 1 Canceled 2015-06-09
## 85 0 Check-Out 2015-07-13
## 86 0 Check-Out 2015-07-17
## 87 1 Check-Out 2015-07-17
## 88 2 Canceled 2015-04-15
## 89 0 Check-Out 2015-07-04
## 90 2 Check-Out 2015-07-04
## 91 1 Check-Out 2015-07-04
## 92 0 Check-Out 2015-07-04
## 93 0 Check-Out 2015-07-04
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## 714 1 Check-Out 2015-07-31
## 715 2 Canceled 2015-06-03
## 716 0 Canceled 2015-06-25
## 717 0 Check-Out 2015-08-02
## 718 0 Check-Out 2015-07-28
## 719 1 Check-Out 2015-08-02
## 720 1 Canceled 2015-06-17
## 721 1 Canceled 2015-06-17
## 722 0 Check-Out 2015-08-02
## 723 0 Check-Out 2015-07-27
## 724 1 Canceled 2015-07-03
## 725 0 Check-Out 2015-07-29
## 726 1 Canceled 2015-07-03
## 727 1 Canceled 2015-06-15
## 728 1 Canceled 2015-06-15
## 729 0 Check-Out 2015-07-30
## 730 2 Check-Out 2015-07-30
## 731 0 Check-Out 2015-07-30
## 732 2 Check-Out 2015-07-30
## 733 0 Canceled 2015-06-17
## 734 2 Check-Out 2015-07-31
## 735 0 Check-Out 2015-07-31
## 736 0 Check-Out 2015-07-31
## 737 1 Check-Out 2015-07-31
## 738 2 Check-Out 2015-07-31
## 739 2 Check-Out 2015-07-31
## 740 0 Check-Out 2015-07-31
## 741 1 Canceled 2015-06-29
## 742 0 Check-Out 2015-07-31
## 743 2 Canceled 2015-05-09
## 744 0 Check-Out 2015-07-31
## 745 0 Canceled 2015-06-17
## 746 0 Check-Out 2015-07-31
## 747 0 Check-Out 2015-08-01
## 748 1 Check-Out 2015-08-01
## 749 0 Canceled 2015-06-25
## 750 0 Check-Out 2015-08-01
## 751 0 Canceled 2015-07-06
## 752 1 Canceled 2015-03-17
## 753 1 Check-Out 2015-08-02
## 754 0 Check-Out 2015-08-02
## 755 2 Canceled 2015-05-13
## 756 2 Canceled 2015-05-13
## 757 2 Canceled 2015-05-13
## 758 2 Canceled 2015-05-13
## 759 0 Check-Out 2015-08-03
## 760 1 Check-Out 2015-08-03
## 761 1 Check-Out 2015-07-29
## 762 1 Check-Out 2015-07-29
## 763 1 Check-Out 2015-07-30
## 764 0 Canceled 2015-07-07
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## 767 1 Check-Out 2015-08-01
## 768 2 Check-Out 2015-08-01
## 769 1 Check-Out 2015-08-02
## 770 2 Canceled 2015-07-16
## 771 0 Check-Out 2015-08-02
## 772 1 Check-Out 2015-08-03
## 773 0 Canceled 2015-05-22
## 774 1 Check-Out 2015-08-07
## 775 0 Check-Out 2015-07-29
## 776 1 Canceled 2015-04-04
## 777 2 Check-Out 2015-08-02
## 778 1 Canceled 2015-07-02
## 779 0 Check-Out 2015-08-03
## 780 1 Canceled 2015-07-27
## 781 0 Canceled 2015-06-22
## 782 1 Check-Out 2015-08-03
## 783 0 Check-Out 2015-07-30
## 784 1 Canceled 2015-07-27
## 785 1 Check-Out 2015-08-03
## 786 2 Check-Out 2015-08-03
## 787 0 Canceled 2015-05-23
## 788 2 Canceled 2015-07-10
## 789 1 Check-Out 2015-08-05
## 790 0 Canceled 2015-06-08
## 791 0 Canceled 2015-06-05
## 792 1 Check-Out 2015-08-04
## 793 0 Canceled 2015-04-15
## 794 1 Canceled 2015-06-17
## 795 3 Canceled 2015-07-16
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## 797 0 Canceled 2015-07-30
## 798 1 Canceled 2015-07-30
## 799 1 Check-Out 2015-08-01
## 800 2 Check-Out 2015-08-02
## 801 2 Canceled 2015-07-06
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## 804 0 Check-Out 2015-07-30
## 805 1 Check-Out 2015-08-03
## 806 2 Canceled 2015-07-06
## 807 2 Canceled 2015-06-30
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## 812 1 Check-Out 2015-08-08
## 813 1 Check-Out 2015-08-08
## 814 0 Canceled 2015-06-24
## 815 0 Check-Out 2015-07-31
## 816 0 Check-Out 2015-07-31
## 817 0 Check-Out 2015-08-01
## 818 2 Canceled 2015-07-06
## 819 3 Canceled 2015-07-16
## 820 3 Canceled 2015-07-16
## 821 1 Check-Out 2015-08-02
## 822 3 Canceled 2015-07-31
## 823 2 Check-Out 2015-08-02
## 824 0 Canceled 2015-07-06
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## 827 0 Canceled 2015-07-21
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## 829 0 Check-Out 2015-08-02
## 830 1 Check-Out 2015-08-02
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## 834 1 Canceled 2015-07-15
## 835 3 Canceled 2015-07-15
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## 837 0 Check-Out 2015-08-04
## 838 0 Check-Out 2015-08-04
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## 840 0 Check-Out 2015-08-05
## 841 1 Check-Out 2015-08-06
## 842 0 Check-Out 2015-08-10
## 843 0 Check-Out 2015-08-03
## 844 0 Canceled 2015-05-12
## 845 0 Canceled 2015-05-12
## 846 0 Canceled 2015-05-04
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## 852 2 Check-Out 2015-08-02
## 853 2 Canceled 2015-07-31
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## 856 1 Canceled 2015-06-06
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## 862 3 Canceled 2015-06-06
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## 874 2 Canceled 2015-06-29
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## 876 4 Check-Out 2015-08-08
## 877 1 Check-Out 2015-08-08
## 878 0 Check-Out 2015-08-09
## 879 1 Check-Out 2015-08-09
## 880 0 Check-Out 2015-08-11
## 881 0 Check-Out 2015-08-09
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## 883 0 Check-Out 2015-08-03
## 884 0 Check-Out 2015-08-04
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## 887 0 Canceled 2015-07-13
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## 894 1 Check-Out 2015-08-04
## 895 2 Check-Out 2015-08-04
## 896 0 Check-Out 2015-08-05
## 897 0 Canceled 2015-07-29
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## 900 2 Check-Out 2015-08-08
## 901 1 Canceled 2015-07-21
## 902 2 Check-Out 2015-08-09
## 903 1 Canceled 2015-07-25
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## 905 2 Check-Out 2015-08-11
## 906 0 Check-Out 2015-08-11
## 907 1 Check-Out 2015-08-14
## 908 2 Check-Out 2015-08-05
## 909 0 Check-Out 2015-08-05
## 910 1 Canceled 2015-08-05
## 911 0 Check-Out 2015-08-06
## 912 0 Check-Out 2015-08-06
## 913 0 Canceled 2015-07-04
## 914 1 Canceled 2015-06-15
## 915 0 Check-Out 2015-08-09
## 916 1 Check-Out 2015-08-09
## 917 0 Canceled 2015-07-23
## 918 1 Canceled 2015-07-22
## 919 2 Check-Out 2015-08-09
## 920 3 Check-Out 2015-08-12
## 921 0 Canceled 2015-04-22
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## 926 1 Check-Out 2015-08-09
## 927 0 Check-Out 2015-08-10
## 928 0 Check-Out 2015-08-11
## 929 4 Check-Out 2015-08-11
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## 932 2 Check-Out 2015-08-14
## 933 0 Check-Out 2015-08-14
## 934 3 Check-Out 2015-08-16
## 935 2 Check-Out 2015-08-07
## 936 0 Check-Out 2015-08-08
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## 940 1 Check-Out 2015-08-09
## 941 3 Check-Out 2015-08-09
## 942 0 Canceled 2015-06-22
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## 944 2 Canceled 2015-08-04
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## 946 0 Canceled 2015-07-14
## 947 1 Canceled 2015-04-13
## 948 2 Check-Out 2015-08-11
## 949 2 Check-Out 2015-08-12
## 950 0 Canceled 2015-06-27
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## 953 1 Canceled 2015-05-14
## 954 1 Canceled 2015-05-14
## 955 2 Check-Out 2015-08-14
## 956 1 Check-Out 2015-08-16
## 957 0 Check-Out 2015-08-09
## 958 1 Canceled 2015-07-27
## 959 1 Canceled 2015-07-09
## 960 1 Check-Out 2015-08-10
## 961 1 Check-Out 2015-08-10
## 962 0 Canceled 2015-06-12
## 963 3 Check-Out 2015-08-11
## 964 1 Check-Out 2015-08-11
## 965 3 Check-Out 2015-08-12
## 966 1 Check-Out 2015-08-12
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## 971 0 No-Show 2015-08-08
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## 980 1 Check-Out 2015-08-15
## 981 0 Check-Out 2015-08-15
## 982 1 Canceled 2015-05-14
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## 984 0 Check-Out 2015-08-21
## 985 0 Check-Out 2015-08-10
## 986 0 Check-Out 2015-08-10
## 987 1 Check-Out 2015-08-10
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## 990 2 Check-Out 2015-08-12
## 991 1 Check-Out 2015-08-13
## 992 0 Check-Out 2015-08-13
## 993 0 Canceled 2015-06-22
## 994 0 Canceled 2015-04-06
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## 998 2 Canceled 2015-07-17
## 999 1 Check-Out 2015-08-15
## 1000 0 Check-Out 2015-08-16
## 1001 1 Check-Out 2015-08-16
## 1002 0 Canceled 2015-06-03
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## 1004 0 Canceled 2015-06-08
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## 1006 1 Canceled 2015-06-03
## 1007 1 Canceled 2015-06-03
## 1008 2 Check-Out 2015-08-10
## 1009 1 Check-Out 2015-08-13
## 1010 1 Canceled 2015-06-25
## 1011 2 Check-Out 2015-08-13
## 1012 0 Canceled 2015-06-04
## 1013 0 Check-Out 2015-08-13
## 1014 1 Canceled 2015-05-09
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## 1020 1 Check-Out 2015-08-16
## 1021 1 Canceled 2015-06-24
## 1022 0 Canceled 2015-07-08
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## 1028 1 Canceled 2015-06-22
## 1029 1 Check-Out 2015-08-21
## 1030 2 Check-Out 2015-08-11
## 1031 2 Check-Out 2015-08-11
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## 1036 1 Canceled 2015-06-11
## 1037 1 Canceled 2015-06-11
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## 1053 1 Check-Out 2015-08-18
## 1054 2 Check-Out 2015-08-21
## 1055 1 Check-Out 2015-08-21
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## 1071 1 Check-Out 2015-08-22
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## 1075 0 Check-Out 2015-08-14
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## 1082 2 Check-Out 2015-08-16
## 1083 2 Canceled 2015-08-12
## 1084 1 Check-Out 2015-08-17
## 1085 1 Check-Out 2015-08-17
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## 1088 2 Check-Out 2015-08-18
## 1089 1 Check-Out 2015-08-18
## 1090 2 Check-Out 2015-08-18
## 1091 2 Check-Out 2015-08-18
## 1092 2 Canceled 2015-07-29
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## 1094 2 Check-Out 2015-08-14
## 1095 0 Check-Out 2015-08-15
## 1096 0 Check-Out 2015-08-15
## 1097 2 Check-Out 2015-08-15
## 1098 0 Check-Out 2015-08-15
## 1099 2 Check-Out 2015-08-15
## 1100 2 Check-Out 2015-08-16
## 1101 1 Check-Out 2015-08-16
## 1102 0 Canceled 2015-08-04
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## 1112 1 Canceled 2015-06-15
## 1113 0 Check-Out 2015-08-21
## 1114 0 Canceled 2015-08-05
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## 1116 0 Check-Out 2015-08-21
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## 1118 1 Check-Out 2015-08-17
## 1119 1 Check-Out 2015-08-19
## 1120 0 Check-Out 2015-08-19
## 1121 0 Check-Out 2015-08-19
## 1122 1 Check-Out 2015-08-19
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## 1124 3 Canceled 2015-06-08
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## 1127 1 Canceled 2015-08-05
## 1128 1 Check-Out 2015-08-20
## 1129 1 Canceled 2015-08-05
## 1130 1 Check-Out 2015-08-21
## 1131 0 Canceled 2015-06-04
## 1132 0 Check-Out 2015-08-21
## 1133 1 Check-Out 2015-08-21
## 1134 1 Check-Out 2015-08-22
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## 1141 1 Canceled 2015-08-04
## 1142 0 Check-Out 2015-08-22
## 1143 0 Canceled 2015-07-25
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## 1146 0 Canceled 2015-06-11
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## 1150 0 Canceled 2015-07-06
## 1151 0 Check-Out 2015-08-17
## 1152 0 Check-Out 2015-08-17
## 1153 0 Canceled 2015-08-13
## 1154 0 Check-Out 2015-08-17
## 1155 0 Check-Out 2015-08-17
## 1156 0 Canceled 2015-08-10
## 1157 0 Check-Out 2015-08-17
## 1158 0 Check-Out 2015-08-17
## 1159 0 Check-Out 2015-08-17
## 1160 1 Check-Out 2015-08-17
## 1161 0 Canceled 2015-08-10
## 1162 0 Canceled 2015-08-10
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## 1171 1 Canceled 2015-06-15
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## 1173 0 Canceled 2015-06-15
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## 1182 0 Canceled 2015-05-13
## 1183 3 Check-Out 2015-08-23
## 1184 2 Check-Out 2015-08-24
## 1185 0 Check-Out 2015-08-24
## 1186 1 Canceled 2015-06-19
## 1187 2 Canceled 2015-03-24
## 1188 0 Canceled 2015-05-22
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## 1190 0 Check-Out 2015-08-24
## 1191 0 Canceled 2015-07-27
## 1192 1 Canceled 2015-05-12
## 1193 0 Check-Out 2015-08-24
## 1194 1 Canceled 2015-05-12
## 1195 2 Canceled 2015-08-03
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## 1198 1 Canceled 2015-07-31
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## 1200 0 Check-Out 2015-08-19
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## 1202 1 Canceled 2015-07-31
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## 1206 0 Check-Out 2015-08-24
## 1207 3 Check-Out 2015-08-24
## 1208 1 Check-Out 2015-08-24
## 1209 1 Check-Out 2015-08-24
## 1210 1 Canceled 2015-05-21
## 1211 2 Check-Out 2015-08-25
## 1212 1 Check-Out 2015-08-25
## 1213 2 Check-Out 2015-08-25
## 1214 1 Check-Out 2015-08-28
## 1215 1 Check-Out 2015-08-28
## 1216 1 Check-Out 2015-08-19
## 1217 2 Check-Out 2015-08-20
## 1218 0 Check-Out 2015-08-23
## 1219 0 Canceled 2015-07-22
## 1220 2 Check-Out 2015-08-23
## 1221 0 Check-Out 2015-08-24
## 1222 2 Check-Out 2015-08-24
## 1223 0 Canceled 2015-08-03
## 1224 1 Canceled 2015-08-04
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## 1226 2 Canceled 2015-07-31
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## 1228 0 Check-Out 2015-08-28
## 1229 1 Check-Out 2015-08-28
## 1230 0 Canceled 2015-06-18
## 1231 2 Check-Out 2015-08-20
## 1232 0 Canceled 2015-08-10
## 1233 2 Check-Out 2015-08-20
## 1234 0 Check-Out 2015-08-21
## 1235 1 Check-Out 2015-08-23
## 1236 0 Check-Out 2015-08-26
## 1237 0 Canceled 2015-06-30
## 1238 0 Canceled 2015-07-15
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## 1241 1 Check-Out 2015-08-25
## 1242 1 Check-Out 2015-08-23
## 1243 1 Check-Out 2015-08-23
## 1244 2 Check-Out 2015-08-23
## 1245 2 Check-Out 2015-08-23
## 1246 2 Canceled 2015-08-06
## 1247 1 Canceled 2015-06-22
## 1248 1 Canceled 2015-07-17
## 1249 1 Check-Out 2015-08-25
## 1250 2 Check-Out 2015-08-26
## 1251 0 Check-Out 2015-08-26
## 1252 2 Check-Out 2015-08-26
## 1253 0 Check-Out 2015-08-26
## 1254 1 Check-Out 2015-08-27
## 1255 0 Check-Out 2015-08-27
## 1256 3 Canceled 2015-08-10
## 1257 2 Check-Out 2015-08-27
## 1258 1 Check-Out 2015-08-27
## 1259 0 Check-Out 2015-08-28
## 1260 0 Canceled 2015-07-27
## 1261 1 Check-Out 2015-08-28
## 1262 0 Check-Out 2015-08-28
## 1263 1 Check-Out 2015-08-28
## 1264 0 Canceled 2015-07-20
## 1265 3 Check-Out 2015-08-30
## 1266 1 Check-Out 2015-08-31
## 1267 0 Check-Out 2015-08-23
## 1268 0 Canceled 2015-08-19
## 1269 0 Canceled 2015-05-29
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## 1271 2 Canceled 2015-03-24
## 1272 2 Check-Out 2015-08-29
## 1273 1 Check-Out 2015-08-29
## 1274 0 Canceled 2015-06-12
## 1275 1 Check-Out 2015-08-29
## 1276 0 Check-Out 2015-08-29
## 1277 0 Check-Out 2015-08-29
## 1278 0 Canceled 2015-07-09
## 1279 3 Check-Out 2015-08-29
## 1280 0 Check-Out 2015-08-29
## 1281 1 Check-Out 2015-08-29
## 1282 0 Canceled 2015-08-10
## 1283 2 Check-Out 2015-08-29
## 1284 2 Canceled 2015-06-02
## 1285 1 Check-Out 2015-08-29
## 1286 1 Check-Out 2015-08-30
## 1287 2 Canceled 2015-06-27
## 1288 0 Canceled 2015-06-12
## 1289 1 Check-Out 2015-08-26
## 1290 2 Canceled 2015-07-23
## 1291 1 Check-Out 2015-08-27
## 1292 2 Check-Out 2015-08-27
## 1293 1 Canceled 2015-08-13
## 1294 1 Check-Out 2015-08-28
## 1295 0 Check-Out 2015-08-28
## 1296 1 Check-Out 2015-08-26
## 1297 0 Check-Out 2015-08-27
## 1298 2 Canceled 2015-08-01
## 1299 0 Canceled 2015-08-23
## 1300 0 Canceled 2015-08-11
## 1301 0 Canceled 2015-07-02
## 1302 0 Check-Out 2015-08-28
## 1303 0 Canceled 2015-07-31
## 1304 0 Check-Out 2015-08-28
## 1305 1 Check-Out 2015-08-28
## 1306 0 Canceled 2015-07-23
## 1307 1 Canceled 2015-07-14
## 1308 0 Check-Out 2015-08-30
## 1309 2 Check-Out 2015-08-30
## 1310 2 Canceled 2015-07-27
## 1311 0 Check-Out 2015-08-30
## 1312 4 Canceled 2015-08-13
## 1313 1 Canceled 2015-07-21
## 1314 1 Canceled 2015-07-27
## 1315 1 Canceled 2015-07-21
## 1316 0 Canceled 2015-08-13
## 1317 2 Canceled 2015-08-18
## 1318 1 Check-Out 2015-09-06
## 1319 0 Check-Out 2015-08-25
## 1320 0 Check-Out 2015-08-25
## 1321 1 Check-Out 2015-08-25
## 1322 0 Check-Out 2015-08-25
## 1323 1 Canceled 2015-07-21
## 1324 1 Check-Out 2015-08-26
## 1325 1 Canceled 2015-08-11
## 1326 2 Check-Out 2015-08-26
## 1327 2 Canceled 2015-08-13
## 1328 2 Canceled 2015-08-22
## 1329 2 Canceled 2015-08-03
## 1330 1 Check-Out 2015-08-28
## 1331 1 Canceled 2015-06-03
## 1332 0 Check-Out 2015-08-29
## 1333 3 Check-Out 2015-08-29
## 1334 1 Canceled 2015-07-29
## 1335 2 Check-Out 2015-08-29
## 1336 1 Canceled 2015-06-30
## 1337 1 Canceled 2015-06-01
## 1338 1 Canceled 2015-06-01
## 1339 0 Check-Out 2015-09-03
## 1340 1 Canceled 2015-06-16
## 1341 1 Canceled 2015-07-29
## 1342 2 Check-Out 2015-08-28
## 1343 0 Canceled 2015-08-04
## 1344 2 Canceled 2015-07-17
## 1345 2 Canceled 2015-08-10
## 1346 0 Canceled 2015-08-10
## 1347 0 Canceled 2015-06-12
## 1348 0 Canceled 2015-05-01
## 1349 0 Canceled 2015-07-15
## 1350 0 Canceled 2015-07-20
## 1351 0 Canceled 2015-06-08
## 1352 0 Check-Out 2015-09-04
## 1353 1 Canceled 2015-06-15
## 1354 1 Canceled 2015-06-15
## 1355 0 Check-Out 2015-08-26
## 1356 0 Check-Out 2015-08-27
## 1357 1 Check-Out 2015-08-27
## 1358 0 Canceled 2015-08-25
## 1359 0 Check-Out 2015-08-27
## 1360 3 Check-Out 2015-08-30
## 1361 3 Canceled 2015-08-10
## 1362 3 Canceled 2015-08-10
## 1363 2 Canceled 2015-07-15
## 1364 0 Canceled 2015-07-10
## 1365 0 Canceled 2015-05-18
## 1366 0 Check-Out 2015-09-06
## 1367 1 Canceled 2015-08-11
## 1368 2 Check-Out 2015-08-28
## 1369 2 Check-Out 2015-08-29
## 1370 1 Check-Out 2015-08-30
## 1371 3 Canceled 2015-07-06
## 1372 1 Canceled 2015-07-02
## 1373 0 Canceled 2015-07-17
## 1374 1 Canceled 2015-08-17
## 1375 0 Check-Out 2015-08-31
## 1376 1 Canceled 2015-07-02
## 1377 2 Canceled 2015-08-03
## 1378 1 Canceled 2015-07-03
## 1379 0 Check-Out 2015-09-02
## 1380 1 Check-Out 2015-09-02
## 1381 2 Canceled 2015-05-13
## 1382 0 Check-Out 2015-09-03
## 1383 1 Canceled 2015-05-13
## 1384 2 Canceled 2015-08-14
## 1385 0 Check-Out 2015-09-03
## 1386 2 Check-Out 2015-09-03
## 1387 1 Canceled 2015-08-14
## 1388 3 Check-Out 2015-08-29
## 1389 0 Canceled 2015-08-13
## 1390 0 Canceled 2015-08-13
## 1391 0 Canceled 2015-08-13
## 1392 0 Check-Out 2015-08-30
## 1393 1 Canceled 2015-07-27
## 1394 1 Check-Out 2015-08-30
## 1395 3 Check-Out 2015-08-30
## 1396 0 Canceled 2015-07-01
## 1397 2 Check-Out 2015-08-30
## 1398 1 Check-Out 2015-08-30
## 1399 2 Check-Out 2015-08-30
## 1400 1 Check-Out 2015-08-31
## 1401 2 Canceled 2015-07-24
## 1402 0 Check-Out 2015-08-31
## 1403 0 Canceled 2015-08-24
## 1404 1 Check-Out 2015-08-31
## 1405 1 Check-Out 2015-08-31
## 1406 1 Check-Out 2015-08-31
## 1407 2 Check-Out 2015-08-31
## 1408 2 Check-Out 2015-08-31
## 1409 1 Check-Out 2015-08-29
## 1410 3 Check-Out 2015-08-30
## 1411 2 Canceled 2015-07-06
## 1412 2 Check-Out 2015-09-01
## 1413 1 Check-Out 2015-09-01
## 1414 2 Check-Out 2015-09-02
## 1415 1 Canceled 2015-08-28
## 1416 1 Canceled 2015-08-10
## 1417 1 Canceled 2015-08-13
## 1418 0 Check-Out 2015-09-03
## 1419 2 Canceled 2015-07-31
## 1420 1 Check-Out 2015-09-03
## 1421 0 Check-Out 2015-09-04
## 1422 0 Check-Out 2015-09-04
## 1423 0 Check-Out 2015-09-04
## 1424 1 Check-Out 2015-09-02
## 1425 0 Canceled 2015-08-01
## 1426 0 Check-Out 2015-09-04
## 1427 0 Canceled 2015-07-03
## 1428 0 Check-Out 2015-09-02
## 1429 2 Canceled 2015-07-06
## 1430 1 Check-Out 2015-08-31
## 1431 2 Check-Out 2015-08-31
## 1432 1 Check-Out 2015-09-01
## 1433 1 Check-Out 2015-09-01
## 1434 0 Check-Out 2015-08-30
## 1435 1 Check-Out 2015-09-02
## 1436 0 Check-Out 2015-09-02
## 1437 2 Canceled 2015-08-06
## 1438 0 Canceled 2015-08-06
## 1439 2 Check-Out 2015-09-03
## 1440 2 Check-Out 2015-09-03
## 1441 0 Check-Out 2015-09-04
## 1442 0 Canceled 2015-08-03
## 1443 0 Canceled 2015-07-31
## 1444 0 Canceled 2015-05-27
## 1445 2 Check-Out 2015-09-05
## 1446 0 Check-Out 2015-08-31
## 1447 4 Check-Out 2015-09-01
## 1448 3 Check-Out 2015-09-01
## 1449 1 Canceled 2015-08-24
## 1450 0 Check-Out 2015-09-02
## 1451 0 Check-Out 2015-09-02
## 1452 0 Check-Out 2015-09-03
## 1453 1 Check-Out 2015-09-03
## 1454 2 Check-Out 2015-09-04
## 1455 1 Check-Out 2015-09-05
## 1456 1 Check-Out 2015-09-05
## 1457 0 Canceled 2015-06-20
## 1458 2 Canceled 2015-06-16
## 1459 0 Canceled 2015-07-20
## 1460 1 Canceled 2015-08-06
## 1461 0 Check-Out 2015-09-06
## 1462 1 Check-Out 2015-09-06
## 1463 0 Canceled 2015-05-18
## 1464 0 Canceled 2015-08-14
## 1465 1 Check-Out 2015-09-01
## 1466 1 Check-Out 2015-09-02
## 1467 1 Check-Out 2015-09-02
## 1468 0 Check-Out 2015-09-02
## 1469 1 Check-Out 2015-09-03
## 1470 2 Check-Out 2015-09-03
## 1471 3 Canceled 2015-04-20
## 1472 1 Check-Out 2015-09-03
## 1473 1 No-Show 2015-08-31
## 1474 2 Canceled 2015-07-25
## 1475 1 Check-Out 2015-09-03
## 1476 2 Check-Out 2015-09-03
## 1477 0 Check-Out 2015-09-04
## 1478 0 Check-Out 2015-09-04
## 1479 2 Check-Out 2015-09-04
## 1480 0 Canceled 2015-06-17
## 1481 0 Canceled 2015-04-29
## 1482 1 Canceled 2015-07-03
## 1483 2 Check-Out 2015-09-07
## 1484 0 Check-Out 2015-09-10
## 1485 3 Check-Out 2015-09-11
## 1486 0 Canceled 2015-08-06
## 1487 1 Canceled 2015-07-22
## 1488 0 Check-Out 2015-09-04
## 1489 1 Check-Out 2015-09-04
## 1490 2 Check-Out 2015-09-04
## 1491 1 Canceled 2015-07-06
## 1492 0 Canceled 2015-07-31
## 1493 1 Canceled 2015-06-08
## 1494 0 Check-Out 2015-09-05
## 1495 2 Check-Out 2015-09-05
## 1496 2 Check-Out 2015-09-05
## 1497 0 Check-Out 2015-09-05
## 1498 0 Check-Out 2015-09-06
## 1499 0 Canceled 2015-08-21
## 1500 0 Check-Out 2015-09-03
## 1501 2 Canceled 2015-07-01
## 1502 0 Check-Out 2015-09-06
## 1503 2 Canceled 2015-07-01
## 1504 0 Check-Out 2015-09-07
## 1505 0 Check-Out 2015-09-08
## 1506 1 Canceled 2015-08-17
## 1507 1 Check-Out 2015-09-08
## 1508 2 Canceled 2015-08-10
## 1509 0 Canceled 2015-06-06
## 1510 0 Check-Out 2015-09-08
## 1511 0 Canceled 2015-07-25
## 1512 1 Check-Out 2015-09-09
## 1513 1 Check-Out 2015-09-09
## 1514 2 Canceled 2015-08-18
## 1515 0 Check-Out 2015-09-11
## 1516 2 Check-Out 2015-09-13
## 1517 0 Check-Out 2015-09-15
## 1518 0 Check-Out 2015-09-03
## 1519 3 Canceled 2015-04-20
## 1520 0 Canceled 2015-09-01
## 1521 3 Canceled 2015-04-20
## 1522 0 Check-Out 2015-09-06
## 1523 0 Check-Out 2015-09-07
## 1524 0 Check-Out 2015-09-07
## 1525 0 Check-Out 2015-09-09
## 1526 0 Canceled 2015-09-01
## 1527 0 Canceled 2015-06-26
## 1528 0 Canceled 2015-04-10
## 1529 0 Check-Out 2015-09-05
## 1530 0 Check-Out 2015-09-06
## 1531 0 Check-Out 2015-09-06
## 1532 0 Check-Out 2015-09-06
## 1533 0 Check-Out 2015-09-04
## 1534 0 Check-Out 2015-09-06
## 1535 2 Check-Out 2015-09-06
## 1536 0 Check-Out 2015-09-06
## 1537 0 Check-Out 2015-09-06
## 1538 0 Check-Out 2015-09-06
## 1539 0 Check-Out 2015-09-06
## 1540 0 Canceled 2015-01-02
## 1541 1 Check-Out 2015-09-07
## 1542 2 Check-Out 2015-09-07
## 1543 0 Check-Out 2015-09-07
## 1544 2 Check-Out 2015-09-07
## 1545 2 Check-Out 2015-09-07
## 1546 0 Canceled 2014-11-18
## 1547 2 Check-Out 2015-09-12
## 1548 0 Check-Out 2015-09-12
## 1549 3 Check-Out 2015-09-12
## 1550 1 Check-Out 2015-09-13
## 1551 0 Check-Out 2015-09-13
## 1552 1 Check-Out 2015-09-10
## 1553 1 Check-Out 2015-09-10
## 1554 0 No-Show 2015-09-03
## 1555 1 Check-Out 2015-09-17
## 1556 0 Check-Out 2015-09-05
## 1557 0 Canceled 2015-09-04
## 1558 2 Check-Out 2015-09-05
## 1559 0 Check-Out 2015-09-05
## 1560 0 Check-Out 2015-09-06
## 1561 0 Check-Out 2015-09-06
## 1562 0 Canceled 2015-06-04
## 1563 1 Check-Out 2015-09-06
## 1564 0 Canceled 2015-06-29
## 1565 1 Check-Out 2015-09-06
## 1566 0 Canceled 2015-08-06
## 1567 0 Check-Out 2015-09-07
## 1568 0 Canceled 2015-08-14
## 1569 0 Check-Out 2015-09-07
## 1570 2 Check-Out 2015-09-07
## 1571 0 Canceled 2015-08-07
## 1572 0 Check-Out 2015-09-08
## 1573 2 Check-Out 2015-09-08
## 1574 1 Check-Out 2015-09-09
## 1575 1 Check-Out 2015-09-09
## 1576 1 Canceled 2015-08-06
## 1577 0 Check-Out 2015-09-13
## 1578 0 Check-Out 2015-09-14
## 1579 0 Check-Out 2015-09-14
## 1580 2 Check-Out 2015-09-10
## 1581 0 Check-Out 2015-09-11
## 1582 0 Canceled 2015-08-28
## 1583 0 Canceled 2015-08-21
## 1584 2 Check-Out 2015-09-11
## 1585 1 Check-Out 2015-09-11
## 1586 2 Check-Out 2015-09-11
## 1587 0 Canceled 2015-06-29
## 1588 0 Canceled 2015-01-02
## 1589 0 Check-Out 2015-09-12
## 1590 1 Check-Out 2015-09-07
## 1591 0 Check-Out 2015-09-09
## 1592 0 Canceled 2015-01-02
## 1593 2 Check-Out 2015-09-12
## 1594 0 Canceled 2015-06-26
## 1595 0 Check-Out 2015-09-12
## 1596 0 Check-Out 2015-09-12
## 1597 0 No-Show 2015-09-05
## 1598 2 Canceled 2015-07-14
## 1599 0 Check-Out 2015-09-12
## 1600 1 Check-Out 2015-09-12
## 1601 0 Canceled 2015-07-13
## 1602 0 Canceled 2015-09-04
## 1603 0 Canceled 2015-09-04
## 1604 2 Canceled 2015-04-07
## 1605 1 Canceled 2015-05-01
## 1606 1 Canceled 2015-05-01
## 1607 2 Check-Out 2015-09-15
## 1608 1 Check-Out 2015-09-19
## 1609 0 Check-Out 2015-09-19
## 1610 0 Check-Out 2015-09-06
## 1611 1 Check-Out 2015-09-08
## 1612 3 Canceled 2015-05-13
## 1613 1 Check-Out 2015-09-09
## 1614 1 Check-Out 2015-09-10
## 1615 0 Canceled 2015-08-06
## 1616 1 Canceled 2015-08-25
## 1617 1 Canceled 2015-08-31
## 1618 1 Canceled 2015-06-29
## 1619 2 Canceled 2015-08-11
## 1620 0 Canceled 2015-08-18
## 1621 0 Check-Out 2015-09-11
## 1622 0 Canceled 2015-07-31
## 1623 0 Check-Out 2015-09-12
## 1624 0 Canceled 2015-08-24
## 1625 3 Canceled 2015-08-25
## 1626 0 Check-Out 2015-09-12
## 1627 3 Check-Out 2015-09-12
## 1628 0 Check-Out 2015-09-12
## 1629 2 Check-Out 2015-09-13
## 1630 0 Check-Out 2015-09-13
## 1631 1 Check-Out 2015-09-13
## 1632 1 Canceled 2015-05-23
## 1633 0 Check-Out 2015-09-13
## 1634 3 Check-Out 2015-09-13
## 1635 0 Check-Out 2015-09-13
## 1636 0 Check-Out 2015-09-13
## 1637 0 Check-Out 2015-09-13
## 1638 1 Canceled 2015-08-01
## 1639 1 Check-Out 2015-09-16
## 1640 0 Canceled 2015-06-05
## 1641 0 Check-Out 2015-09-16
## 1642 0 Check-Out 2015-09-17
## 1643 1 Check-Out 2015-09-20
## 1644 0 Canceled 2015-01-18
## 1645 0 Check-Out 2015-09-11
## 1646 2 Check-Out 2015-09-11
## 1647 0 Check-Out 2015-09-12
## 1648 1 Canceled 2015-07-21
## 1649 0 Check-Out 2015-09-12
## 1650 2 Check-Out 2015-09-12
## 1651 0 Check-Out 2015-09-13
## 1652 0 Canceled 2015-09-05
## 1653 0 Canceled 2015-06-05
## 1654 2 Canceled 2015-08-04
## 1655 2 Canceled 2015-08-27
## 1656 1 Check-Out 2015-10-23
## 1657 0 No-Show 2015-09-07
## 1658 1 Check-Out 2015-09-07
## 1659 0 Check-Out 2015-09-10
## 1660 0 Canceled 2015-01-22
## 1661 0 Canceled 2015-01-22
## 1662 0 Canceled 2015-01-22
## 1663 0 Canceled 2015-07-27
## 1664 1 Canceled 2015-08-28
## 1665 2 Canceled 2015-08-10
## 1666 1 Check-Out 2015-09-12
## 1667 0 Check-Out 2015-09-15
## 1668 0 Check-Out 2015-09-15
## 1669 0 Check-Out 2015-09-15
## 1670 0 Check-Out 2015-09-16
## 1671 0 Canceled 2015-01-01
## 1672 0 Check-Out 2015-09-15
## 1673 0 Check-Out 2015-09-22
## 1674 2 Canceled 2015-09-09
## 1675 0 Check-Out 2015-09-10
## 1676 0 Check-Out 2015-09-10
## 1677 0 Check-Out 2015-09-10
## 1678 2 Canceled 2015-09-09
## 1679 0 Canceled 2015-08-22
## 1680 2 Check-Out 2015-09-11
## 1681 0 Check-Out 2015-09-12
## 1682 0 Check-Out 2015-09-10
## 1683 2 Check-Out 2015-09-12
## 1684 0 Canceled 2015-09-09
## 1685 2 Check-Out 2015-09-15
## 1686 2 Check-Out 2015-09-15
## 1687 1 Check-Out 2015-09-16
## 1688 0 Check-Out 2015-09-16
## 1689 2 Canceled 2015-04-29
## 1690 1 Canceled 2015-07-23
## 1691 1 Canceled 2015-04-29
## 1692 2 Check-Out 2015-09-14
## 1693 0 Check-Out 2015-09-14
## 1694 1 Check-Out 2015-09-13
## 1695 1 Canceled 2015-05-22
## 1696 0 Check-Out 2015-09-14
## 1697 1 Canceled 2015-08-14
## 1698 2 Check-Out 2015-09-14
## 1699 1 Canceled 2015-05-22
## 1700 0 Canceled 2015-05-21
## 1701 1 Check-Out 2015-09-15
## 1702 1 Check-Out 2015-09-15
## 1703 0 Check-Out 2015-09-17
## 1704 0 Canceled 2015-06-11
## 1705 2 Check-Out 2015-09-11
## 1706 0 Check-Out 2015-09-11
## 1707 1 Check-Out 2015-09-12
## 1708 2 Canceled 2015-05-11
## 1709 2 Check-Out 2015-09-12
## 1710 2 Canceled 2015-08-12
## 1711 1 Check-Out 2015-09-17
## 1712 0 Canceled 2015-08-25
## 1713 0 Check-Out 2015-09-17
## 1714 0 Check-Out 2015-09-17
## 1715 0 Check-Out 2015-09-17
## 1716 1 Check-Out 2015-09-17
## 1717 0 Check-Out 2015-09-19
## 1718 1 Canceled 2015-07-15
## 1719 1 Canceled 2015-05-22
## 1720 1 Check-Out 2015-09-20
## 1721 1 Check-Out 2015-09-20
## 1722 2 Check-Out 2015-09-24
## 1723 1 Check-Out 2015-09-12
## 1724 0 Check-Out 2015-09-12
## 1725 0 Check-Out 2015-09-12
## 1726 0 Check-Out 2015-09-12
## 1727 3 Check-Out 2015-09-12
## 1728 0 Check-Out 2015-09-12
## 1729 0 Check-Out 2015-09-13
## 1730 0 Check-Out 2015-09-13
## 1731 0 Check-Out 2015-09-13
## 1732 0 Check-Out 2015-09-13
## 1733 1 Check-Out 2015-09-14
## 1734 0 Check-Out 2015-09-14
## 1735 1 Check-Out 2015-09-14
## 1736 2 Check-Out 2015-09-16
## 1737 0 Check-Out 2015-09-18
## 1738 0 Canceled 2015-07-21
## 1739 0 Check-Out 2015-09-18
## 1740 0 Canceled 2015-06-25
## 1741 0 Check-Out 2015-09-21
## 1742 1 Canceled 2015-06-23
## 1743 1 Canceled 2015-06-23
## 1744 2 Check-Out 2015-09-16
## 1745 0 Canceled 2015-08-06
## 1746 1 Canceled 2015-05-09
## 1747 1 Check-Out 2015-09-18
## 1748 2 Canceled 2015-09-08
## 1749 2 Canceled 2015-08-26
## 1750 0 Check-Out 2015-09-19
## 1751 0 Check-Out 2015-09-19
## 1752 1 Check-Out 2015-09-19
## 1753 0 Canceled 2015-01-02
## 1754 0 Check-Out 2015-09-19
## 1755 0 Check-Out 2015-09-30
## 1756 0 Check-Out 2015-09-19
## 1757 0 Check-Out 2015-09-14
## 1758 0 Canceled 2015-05-20
## 1759 1 Canceled 2015-05-09
## 1760 1 Check-Out 2015-09-17
## 1761 0 Canceled 2015-09-09
## 1762 1 Canceled 2015-08-10
## 1763 1 Check-Out 2015-09-17
## 1764 1 Canceled 2015-08-10
## 1765 2 Check-Out 2015-09-18
## 1766 0 Check-Out 2015-09-18
## 1767 0 Canceled 2015-09-04
## 1768 2 Canceled 2015-07-31
## 1769 1 Canceled 2015-05-16
## 1770 1 Check-Out 2015-09-20
## 1771 0 Check-Out 2015-09-20
## 1772 1 Check-Out 2015-09-21
## 1773 2 Check-Out 2015-09-24
## 1774 1 Check-Out 2015-09-25
## 1775 0 Check-Out 2015-09-25
## 1776 0 Canceled 2015-06-19
## 1777 0 Check-Out 2015-09-27
## 1778 0 Check-Out 2015-09-16
## 1779 2 Check-Out 2015-09-17
## 1780 2 Canceled 2015-09-03
## 1781 1 Check-Out 2015-09-19
## 1782 2 Check-Out 2015-09-19
## 1783 2 Check-Out 2015-09-19
## 1784 0 Canceled 2015-08-20
## 1785 2 Check-Out 2015-09-19
## 1786 1 Check-Out 2015-09-20
## 1787 1 Check-Out 2015-09-20
## 1788 0 Canceled 2015-07-21
## 1789 1 Check-Out 2015-09-22
## 1790 0 Check-Out 2015-09-28
## 1791 0 Check-Out 2015-10-12
## 1792 0 Check-Out 2015-09-17
## 1793 0 Check-Out 2015-09-16
## 1794 0 Canceled 2015-09-02
## 1795 0 Canceled 2015-08-17
## 1796 0 Check-Out 2015-09-20
## 1797 1 Canceled 2015-07-14
## 1798 0 Check-Out 2015-09-21
## 1799 0 Canceled 2015-08-28
## 1800 0 Canceled 2015-06-13
## 1801 1 Canceled 2015-07-14
## 1802 1 Check-Out 2015-09-24
## 1803 0 Check-Out 2015-09-29
## 1804 0 Canceled 2015-05-27
## 1805 0 Check-Out 2015-09-29
## 1806 1 Check-Out 2015-09-17
## 1807 1 Check-Out 2015-09-17
## 1808 2 Check-Out 2015-09-17
## 1809 0 Check-Out 2015-09-17
## 1810 0 Check-Out 2015-09-17
## 1811 1 Check-Out 2015-09-17
## 1812 0 Check-Out 2015-09-17
## 1813 1 Check-Out 2015-09-17
## 1814 0 Check-Out 2015-09-18
## 1815 2 Check-Out 2015-09-18
## 1816 1 Check-Out 2015-09-19
## 1817 1 Canceled 2015-07-15
## 1818 2 Check-Out 2015-09-19
## 1819 1 Check-Out 2015-09-19
## 1820 0 Check-Out 2015-09-19
## 1821 0 Check-Out 2015-09-19
## 1822 1 Canceled 2015-08-17
## 1823 0 Canceled 2015-05-19
## 1824 0 Check-Out 2015-09-21
## 1825 0 Check-Out 2015-09-20
## 1826 2 Check-Out 2015-09-21
## 1827 0 Check-Out 2015-09-23
## 1828 1 Check-Out 2015-09-23
## 1829 1 Canceled 2015-07-20
## 1830 1 Check-Out 2015-09-23
## 1831 0 Canceled 2015-07-31
## 1832 1 Canceled 2015-09-10
## 1833 1 Canceled 2015-06-13
## 1834 0 Check-Out 2015-09-18
## 1835 2 Check-Out 2015-09-19
## 1836 2 Check-Out 2015-09-17
## 1837 2 Check-Out 2015-09-18
## 1838 0 Check-Out 2015-09-18
## 1839 0 Canceled 2015-09-15
## 1840 0 Check-Out 2015-09-21
## 1841 0 Check-Out 2015-09-21
## 1842 0 Check-Out 2015-09-21
## 1843 0 Check-Out 2015-09-21
## 1844 0 Check-Out 2015-09-21
## 1845 2 Check-Out 2015-09-22
## 1846 2 Canceled 2015-08-10
## 1847 0 Canceled 2015-07-31
## 1848 0 Check-Out 2015-09-21
## 1849 0 Check-Out 2015-09-21
## 1850 1 Canceled 2015-07-20
## 1851 0 Check-Out 2015-09-24
## 1852 0 Canceled 2015-08-13
## 1853 0 Check-Out 2015-09-24
## 1854 2 Check-Out 2015-09-24
## 1855 0 Check-Out 2015-09-24
## 1856 0 Check-Out 2015-10-01
## 1857 1 Check-Out 2015-10-01
## 1858 1 Check-Out 2015-09-20
## 1859 1 Check-Out 2015-09-20
## 1860 1 Check-Out 2015-09-21
## 1861 0 Canceled 2015-08-18
## 1862 0 Check-Out 2015-09-21
## 1863 0 Check-Out 2015-09-21
## 1864 0 Canceled 2015-08-12
## 1865 0 Canceled 2015-08-22
## 1866 2 Check-Out 2015-09-23
## 1867 0 Canceled 2015-07-21
## 1868 0 Check-Out 2015-09-25
## 1869 0 Check-Out 2015-09-25
## 1870 1 Canceled 2015-07-08
## 1871 0 Check-Out 2015-09-28
## 1872 0 Check-Out 2015-09-21
## 1873 2 Check-Out 2015-09-23
## 1874 2 Check-Out 2015-09-23
## 1875 1 Canceled 2015-08-17
## 1876 0 Canceled 2015-06-02
## 1877 1 Check-Out 2015-09-24
## 1878 0 Canceled 2015-07-24
## 1879 0 Check-Out 2015-09-24
## 1880 0 Check-Out 2015-09-26
## 1881 0 Check-Out 2015-09-26
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## 1889 2 Check-Out 2015-09-29
## 1890 2 Check-Out 2015-09-29
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## 1974 1 Check-Out 2015-09-26
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## 2013 2 Check-Out 2015-10-02
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## 2015 0 Check-Out 2015-10-04
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## 2343 2 Check-Out 2015-10-13
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## 2363 1 Check-Out 2015-10-12
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## 2414 0 Check-Out 2015-10-14
## 2415 1 Check-Out 2015-10-14
## 2416 0 Check-Out 2015-10-14
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## 2425 0 Check-Out 2015-10-14
## 2426 1 Check-Out 2015-10-14
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## 2431 2 Check-Out 2015-10-21
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## 2433 1 Check-Out 2015-10-15
## 2434 1 Check-Out 2015-10-15
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## 2445 3 Check-Out 2015-10-16
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## 2453 2 Check-Out 2015-10-19
## 2454 0 Check-Out 2015-10-20
## 2455 0 Check-Out 2015-10-23
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## 2459 2 Check-Out 2015-10-25
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## 2466 0 Check-Out 2015-10-25
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## 2469 0 Check-Out 2015-10-25
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## 2471 2 Canceled 2015-10-08
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## 2473 2 Check-Out 2015-10-28
## 2474 0 Check-Out 2015-10-27
## 2475 1 Canceled 2015-07-06
## 2476 1 Canceled 2015-07-06
## 2477 0 Check-Out 2015-10-20
## 2478 1 Check-Out 2015-10-21
## 2479 0 Check-Out 2015-10-21
## 2480 0 Check-Out 2015-10-21
## 2481 0 Check-Out 2015-10-20
## 2482 0 Check-Out 2015-10-21
## 2483 1 Check-Out 2015-10-22
## 2484 1 Check-Out 2015-10-22
## 2485 1 Check-Out 2015-10-22
## 2486 1 Check-Out 2015-10-23
## 2487 0 Check-Out 2015-10-24
## 2488 0 Check-Out 2015-10-24
## 2489 0 Check-Out 2015-10-24
## 2490 0 Check-Out 2015-10-24
## 2491 0 Check-Out 2015-10-24
## 2492 0 Check-Out 2015-10-24
## 2493 0 Check-Out 2015-10-24
## 2494 0 Check-Out 2015-10-24
## 2495 0 Check-Out 2015-10-24
## 2496 2 Canceled 2015-10-09
## 2497 0 Check-Out 2015-10-24
## 2498 0 Check-Out 2015-10-24
## 2499 0 Check-Out 2015-10-24
## 2500 0 Check-Out 2015-10-24
## 2501 0 Check-Out 2015-10-24
## 2502 0 Check-Out 2015-10-24
## 2503 0 Check-Out 2015-10-24
## 2504 0 Check-Out 2015-10-24
## 2505 0 Check-Out 2015-10-24
## 2506 0 Check-Out 2015-10-24
## 2507 0 Check-Out 2015-10-24
## 2508 0 Check-Out 2015-10-24
## 2509 0 Check-Out 2015-10-24
## 2510 0 Check-Out 2015-10-24
## 2511 0 Check-Out 2015-10-24
## 2512 0 Check-Out 2015-10-26
## 2513 0 Check-Out 2015-10-26
## 2514 1 Check-Out 2015-10-27
## 2515 1 Check-Out 2015-10-30
## 2516 0 Canceled 2015-06-23
## 2517 0 Check-Out 2015-11-05
## 2518 0 Check-Out 2015-10-21
## 2519 0 Check-Out 2015-10-21
## 2520 0 Check-Out 2015-10-21
## 2521 1 Check-Out 2015-10-22
## 2522 0 Check-Out 2015-10-22
## 2523 1 Check-Out 2015-10-25
## 2524 0 Check-Out 2015-10-25
## 2525 2 Canceled 2015-10-01
## 2526 1 Check-Out 2015-10-27
## 2527 1 Check-Out 2015-10-27
## 2528 0 Check-Out 2015-10-29
## 2529 1 Check-Out 2015-10-30
## 2530 2 Canceled 2015-04-10
## 2531 2 Check-Out 2015-10-21
## 2532 2 Check-Out 2015-10-21
## 2533 0 Canceled 2015-10-20
## 2534 0 Canceled 2015-10-02
## 2535 0 Canceled 2015-10-02
## 2536 0 Canceled 2015-10-19
## 2537 0 Canceled 2015-10-02
## 2538 0 Check-Out 2015-10-23
## 2539 0 Check-Out 2015-10-23
## 2540 0 Canceled 2015-10-02
## 2541 2 Check-Out 2015-10-24
## 2542 3 Check-Out 2015-10-24
## 2543 2 Check-Out 2015-10-24
## 2544 0 Check-Out 2015-10-25
## 2545 2 Check-Out 2015-10-25
## 2546 0 Canceled 2015-08-20
## 2547 1 Canceled 2015-06-25
## 2548 2 Canceled 2015-10-06
## 2549 1 Canceled 2015-07-10
## 2550 0 Check-Out 2015-10-28
## 2551 3 Check-Out 2015-10-28
## 2552 1 Check-Out 2015-10-28
## 2553 0 Check-Out 2015-10-28
## 2554 1 Check-Out 2015-10-28
## 2555 1 Canceled 2015-07-10
## 2556 2 Check-Out 2015-10-28
## 2557 0 Canceled 2015-10-05
## 2558 2 Check-Out 2015-10-26
## 2559 2 Check-Out 2015-10-26
## 2560 0 Check-Out 2015-10-26
## 2561 2 Check-Out 2015-10-27
## 2562 0 Check-Out 2015-10-29
## 2563 2 Check-Out 2015-10-29
## 2564 0 Check-Out 2015-10-29
## 2565 1 Check-Out 2015-10-29
## 2566 0 No-Show 2015-10-22
## 2567 1 Check-Out 2015-10-29
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## 2569 2 Check-Out 2015-10-26
## 2570 2 Check-Out 2015-10-26
## 2571 2 Canceled 2015-08-26
## 2572 0 Check-Out 2015-10-26
## 2573 2 Check-Out 2015-10-26
## 2574 2 Check-Out 2015-10-26
## 2575 2 Check-Out 2015-10-26
## 2576 2 Check-Out 2015-10-26
## 2577 1 Check-Out 2015-10-26
## 2578 1 Check-Out 2015-10-26
## 2579 2 Check-Out 2015-10-29
## 2580 0 Check-Out 2015-10-29
## 2581 0 Check-Out 2015-10-29
## 2582 0 Check-Out 2015-10-25
## 2583 2 Check-Out 2015-10-25
## 2584 2 Check-Out 2015-10-25
## 2585 2 Check-Out 2015-10-25
## 2586 0 Canceled 2015-10-08
## 2587 0 No-Show 2015-10-22
## 2588 2 Check-Out 2015-10-25
## 2589 0 Check-Out 2015-10-26
## 2590 1 Check-Out 2015-10-24
## 2591 2 Check-Out 2015-10-24
## 2592 1 Check-Out 2015-10-24
## 2593 1 Check-Out 2015-10-25
## 2594 0 Check-Out 2015-10-25
## 2595 2 Check-Out 2015-10-25
## 2596 1 Check-Out 2015-10-25
## 2597 2 Check-Out 2015-10-25
## 2598 0 Check-Out 2015-10-25
## 2599 1 Check-Out 2015-10-25
## 2600 1 Check-Out 2015-10-25
## 2601 0 Check-Out 2015-10-26
## 2602 1 Check-Out 2015-10-27
## 2603 0 Check-Out 2015-10-27
## 2604 1 Check-Out 2015-10-27
## 2605 1 Check-Out 2015-10-28
## 2606 1 Check-Out 2015-10-28
## 2607 1 Check-Out 2015-10-29
## 2608 0 Check-Out 2015-10-30
## 2609 2 Canceled 2015-05-18
## 2610 1 Canceled 2015-05-18
## 2611 0 Check-Out 2015-10-30
## 2612 2 Canceled 2015-05-18
## 2613 2 Canceled 2015-05-18
## 2614 2 Canceled 2015-09-02
## 2615 0 Check-Out 2015-10-30
## 2616 0 Check-Out 2015-11-03
## 2617 0 Check-Out 2015-11-07
## 2618 0 Check-Out 2015-10-25
## 2619 0 Check-Out 2015-10-25
## 2620 1 Check-Out 2015-10-26
## 2621 0 Check-Out 2015-10-26
## 2622 2 Canceled 2015-10-20
## 2623 1 Check-Out 2015-10-25
## 2624 1 Canceled 2015-07-20
## 2625 0 Check-Out 2015-10-25
## 2626 0 Canceled 2015-06-26
## 2627 0 Canceled 2015-06-26
## 2628 0 Canceled 2015-06-26
## 2629 0 Canceled 2015-06-26
## 2630 0 Canceled 2015-06-26
## 2631 0 Canceled 2015-06-26
## 2632 0 Canceled 2015-06-26
## 2633 0 Canceled 2015-06-26
## 2634 0 Canceled 2015-06-26
## 2635 0 Canceled 2015-06-26
## 2636 0 Canceled 2015-06-26
## 2637 0 Canceled 2015-06-26
## 2638 0 Canceled 2015-06-26
## 2639 0 Canceled 2015-06-26
## 2640 0 Canceled 2015-06-26
## 2641 0 Canceled 2015-06-26
## 2642 0 Canceled 2015-06-26
## 2643 0 Canceled 2015-06-26
## 2644 3 Canceled 2015-09-24
## 2645 0 Canceled 2015-06-26
## 2646 0 Canceled 2015-06-26
## 2647 0 Canceled 2015-06-26
## 2648 0 Canceled 2015-06-26
## 2649 0 Canceled 2015-06-26
## 2650 0 Canceled 2015-06-26
## 2651 3 Canceled 2015-09-24
## 2652 0 Canceled 2015-06-26
## 2653 0 Canceled 2015-06-26
## 2654 0 Canceled 2015-06-26
## 2655 0 Canceled 2015-06-26
## 2656 0 Canceled 2015-06-26
## 2657 0 Canceled 2015-06-26
## 2658 0 Canceled 2015-06-26
## 2659 0 Canceled 2015-06-26
## 2660 0 Canceled 2015-06-26
## 2661 0 Canceled 2015-06-26
## 2662 0 Canceled 2015-06-26
## 2663 2 Canceled 2015-08-26
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## 2666 1 Check-Out 2015-10-27
## 2667 0 Canceled 2015-10-20
## 2668 0 No-Show 2015-10-24
## 2669 0 Check-Out 2015-10-28
## 2670 0 Check-Out 2015-10-28
## 2671 0 Check-Out 2015-10-29
## 2672 1 Canceled 2015-07-07
## 2673 3 Check-Out 2015-10-30
## 2674 2 Canceled 2015-10-03
## 2675 2 Canceled 2015-10-03
## 2676 1 Check-Out 2015-10-31
## 2677 0 Check-Out 2015-11-03
## 2678 2 Check-Out 2015-11-04
## 2679 0 Check-Out 2015-10-25
## 2680 0 Canceled 2015-06-26
## 2681 0 Canceled 2015-06-26
## 2682 0 Canceled 2015-06-26
## 2683 0 Canceled 2015-06-26
## 2684 0 Canceled 2015-06-26
## 2685 3 Check-Out 2015-10-25
## 2686 0 Canceled 2015-10-10
## 2687 2 Check-Out 2015-10-31
## 2688 0 Check-Out 2015-10-31
## 2689 0 Check-Out 2015-11-01
## 2690 2 Check-Out 2015-11-01
## 2691 0 Check-Out 2015-11-02
## 2692 0 Check-Out 2015-10-26
## 2693 0 Check-Out 2015-10-27
## 2694 1 Canceled 2015-10-14
## 2695 1 Canceled 2015-10-14
## 2696 2 Check-Out 2015-10-31
## 2697 3 Canceled 2015-10-26
## 2698 0 Check-Out 2015-11-17
## 2699 0 Canceled 2015-10-10
## 2700 0 Canceled 2015-10-10
## 2701 0 Canceled 2015-10-10
## 2702 0 Canceled 2015-10-10
## 2703 0 Canceled 2015-10-10
## 2704 1 Check-Out 2015-10-28
## 2705 0 Check-Out 2015-10-28
## 2706 0 Check-Out 2015-10-28
## 2707 1 Check-Out 2015-10-28
## 2708 0 Check-Out 2015-10-28
## 2709 0 No-Show 2015-10-27
## 2710 1 Check-Out 2015-10-29
## 2711 2 Check-Out 2015-10-29
## 2712 1 Check-Out 2015-10-29
## 2713 2 Check-Out 2015-10-29
## 2714 2 Check-Out 2015-10-29
## 2715 1 Check-Out 2015-10-30
## 2716 1 Check-Out 2015-10-31
## 2717 2 Check-Out 2015-10-31
## 2718 3 Check-Out 2015-11-03
## 2719 1 Check-Out 2015-11-03
## 2720 0 Check-Out 2015-10-29
## 2721 0 Check-Out 2015-10-29
## 2722 0 Check-Out 2015-10-29
## 2723 0 Check-Out 2015-10-29
## 2724 1 Check-Out 2015-11-04
## 2725 1 Check-Out 2015-11-04
## 2726 1 Check-Out 2015-11-04
## 2727 1 Check-Out 2015-11-04
## 2728 0 Check-Out 2015-10-29
## 2729 0 Check-Out 2015-10-30
## 2730 0 Check-Out 2015-10-30
## 2731 0 Check-Out 2015-10-30
## 2732 1 Check-Out 2015-10-31
## 2733 1 Check-Out 2015-10-31
## 2734 1 Check-Out 2015-10-30
## 2735 0 Canceled 2015-10-26
## 2736 2 Check-Out 2015-11-01
## 2737 0 Check-Out 2015-11-01
## 2738 2 Check-Out 2015-11-01
## 2739 0 Check-Out 2015-11-01
## 2740 0 Check-Out 2015-11-02
## 2741 0 Canceled 2015-09-29
## 2742 0 Check-Out 2015-11-03
## 2743 1 Check-Out 2015-10-31
## 2744 2 Check-Out 2015-10-31
## 2745 0 Check-Out 2015-10-31
## 2746 0 Check-Out 2015-11-01
## 2747 0 Check-Out 2015-11-01
## 2748 0 Check-Out 2015-11-01
## 2749 0 Check-Out 2015-11-01
## 2750 1 Check-Out 2015-11-01
## 2751 0 Check-Out 2015-11-01
## 2752 3 Check-Out 2015-11-01
## 2753 0 Check-Out 2015-11-02
## 2754 0 Check-Out 2015-10-30
## 2755 1 Check-Out 2015-11-01
## 2756 1 Check-Out 2015-11-01
## 2757 1 Check-Out 2015-11-02
## 2758 1 Check-Out 2015-11-02
## 2759 1 Check-Out 2015-11-02
## 2760 0 Check-Out 2015-11-02
## 2761 0 Check-Out 2015-11-02
## 2762 1 Check-Out 2015-11-02
## 2763 1 Check-Out 2015-11-02
## 2764 0 Check-Out 2015-11-03
## 2765 1 Check-Out 2015-11-06
## 2766 0 Check-Out 2015-11-07
## 2767 0 Check-Out 2015-10-31
## 2768 1 Check-Out 2015-11-01
## 2769 0 Check-Out 2015-11-01
## 2770 0 Canceled 2015-10-26
## 2771 0 Canceled 2015-10-26
## 2772 0 Check-Out 2015-11-01
## 2773 0 Canceled 2015-10-26
## 2774 1 Check-Out 2015-11-01
## 2775 0 Canceled 2015-10-26
## 2776 0 Canceled 2015-10-29
## 2777 0 Check-Out 2015-11-01
## 2778 0 Check-Out 2015-11-01
## 2779 0 Check-Out 2015-11-01
## 2780 0 Check-Out 2015-11-01
## 2781 1 Check-Out 2015-11-01
## 2782 0 Check-Out 2015-11-01
## 2783 0 Canceled 2015-10-29
## 2784 0 Canceled 2015-10-26
## 2785 0 Canceled 2015-10-26
## 2786 0 Canceled 2015-10-26
## 2787 1 Check-Out 2015-11-01
## 2788 0 Canceled 2015-10-26
## 2789 0 Check-Out 2015-11-01
## 2790 0 Canceled 2015-10-26
## 2791 0 Canceled 2015-10-26
## 2792 0 Check-Out 2015-11-01
## 2793 0 Canceled 2015-10-29
## 2794 0 Check-Out 2015-11-01
## 2795 0 Canceled 2015-10-26
## 2796 0 Canceled 2015-10-26
## 2797 0 Check-Out 2015-11-01
## 2798 0 Check-Out 2015-11-01
## 2799 0 Check-Out 2015-11-01
## 2800 0 Canceled 2015-10-30
## 2801 1 Check-Out 2015-11-01
## 2802 0 Check-Out 2015-11-01
## 2803 0 Check-Out 2015-11-01
## 2804 0 Check-Out 2015-11-01
## 2805 0 Check-Out 2015-11-01
## 2806 0 Check-Out 2015-11-01
## 2807 0 Canceled 2015-10-29
## 2808 0 Check-Out 2015-11-01
## 2809 1 Check-Out 2015-11-01
## 2810 0 Check-Out 2015-11-01
## 2811 0 Check-Out 2015-11-01
## 2812 0 Canceled 2015-10-26
## 2813 0 Canceled 2015-10-26
## 2814 0 Canceled 2015-10-26
## 2815 0 Canceled 2015-10-26
## 2816 0 Canceled 2015-10-26
## 2817 0 Canceled 2015-10-31
## 2818 1 Check-Out 2015-11-01
## 2819 2 Canceled 2015-08-20
## 2820 1 Check-Out 2015-11-02
## 2821 1 Canceled 2015-10-20
## 2822 1 Check-Out 2015-11-02
## 2823 0 Check-Out 2015-11-02
## 2824 0 Check-Out 2015-11-02
## 2825 1 Check-Out 2015-11-02
## 2826 1 Check-Out 2015-11-03
## 2827 2 Canceled 2015-10-09
## 2828 2 Canceled 2015-10-02
## 2829 2 Canceled 2015-10-02
## 2830 2 Canceled 2015-09-21
## 2831 1 Check-Out 2015-11-06
## 2832 1 Canceled 2015-09-11
## 2833 0 Check-Out 2015-11-07
## 2834 0 Canceled 2015-09-04
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## 2836 0 No-Show 2015-11-01
## 2837 1 No-Show 2015-11-01
## 2838 0 Check-Out 2015-11-02
## 2839 0 Check-Out 2015-11-02
## 2840 1 Check-Out 2015-11-02
## 2841 0 No-Show 2015-11-01
## 2842 0 Check-Out 2015-11-06
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## 2844 0 Check-Out 2015-11-10
## 2845 0 Check-Out 2015-11-07
## 2846 1 Check-Out 2015-11-07
## 2847 1 Check-Out 2015-11-07
## 2848 2 Check-Out 2015-11-05
## 2849 1 Check-Out 2015-11-08
## 2850 1 Check-Out 2015-11-09
## 2851 1 Check-Out 2015-11-09
## 2852 0 Check-Out 2015-11-09
## 2853 0 Canceled 2015-10-10
## 2854 0 Canceled 2015-10-10
## 2855 0 Canceled 2015-10-10
## 2856 0 Canceled 2015-10-10
## 2857 0 Canceled 2015-10-10
## 2858 0 Canceled 2015-10-10
## 2859 0 Canceled 2015-10-10
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## 2861 0 Check-Out 2015-11-04
## 2862 0 Check-Out 2015-11-04
## 2863 1 Check-Out 2015-11-04
## 2864 0 Check-Out 2015-11-04
## 2865 1 Check-Out 2015-11-04
## 2866 1 Check-Out 2015-11-05
## 2867 2 Canceled 2015-11-03
## 2868 0 Check-Out 2015-11-06
## 2869 2 Check-Out 2015-11-06
## 2870 0 Check-Out 2015-11-07
## 2871 0 Check-Out 2015-11-07
## 2872 0 Canceled 2015-10-08
## 2873 0 Check-Out 2015-11-07
## 2874 0 Check-Out 2015-11-07
## 2875 0 Canceled 2015-10-08
## 2876 1 Check-Out 2015-11-10
## 2877 1 Check-Out 2015-11-05
## 2878 0 Check-Out 2015-11-15
## 2879 0 Check-Out 2015-11-16
## 2880 0 Check-Out 2015-11-16
## 2881 0 Check-Out 2015-11-16
## 2882 0 Check-Out 2015-11-16
## 2883 0 Check-Out 2015-11-16
## 2884 0 Check-Out 2015-11-16
## 2885 0 Check-Out 2015-11-16
## 2886 0 Check-Out 2015-11-05
## 2887 0 Check-Out 2015-11-05
## 2888 1 Check-Out 2015-11-06
## 2889 1 Check-Out 2015-11-06
## 2890 0 Canceled 2015-09-16
## 2891 0 Canceled 2015-10-22
## 2892 0 Canceled 2015-10-22
## 2893 0 Check-Out 2015-11-15
## 2894 0 Check-Out 2015-11-06
## 2895 0 Check-Out 2015-11-06
## 2896 0 Check-Out 2015-11-06
## 2897 2 Check-Out 2015-11-11
## 2898 2 Check-Out 2015-11-11
## 2899 0 Check-Out 2015-11-15
## 2900 0 Check-Out 2015-11-15
## 2901 0 Check-Out 2015-11-15
## 2902 1 Check-Out 2015-11-07
## 2903 1 Check-Out 2015-11-07
## 2904 0 Check-Out 2015-11-07
## 2905 0 Check-Out 2015-11-07
## 2906 0 Check-Out 2015-11-08
## 2907 1 Check-Out 2015-11-08
## 2908 1 Check-Out 2015-11-08
## 2909 0 Check-Out 2015-11-08
## 2910 2 Check-Out 2015-11-10
## 2911 0 Canceled 2015-09-28
## 2912 0 Canceled 2015-09-28
## 2913 0 Check-Out 2015-11-15
## 2914 0 Check-Out 2015-11-17
## 2915 0 Check-Out 2015-11-17
## 2916 0 Check-Out 2015-11-17
## 2917 0 Check-Out 2015-11-17
## 2918 0 Check-Out 2015-11-15
## 2919 0 Check-Out 2015-11-15
## 2920 3 Check-Out 2015-11-07
## 2921 1 Check-Out 2015-11-08
## 2922 1 Check-Out 2015-11-08
## 2923 1 Canceled 2015-10-20
## 2924 0 Canceled 2015-10-09
## 2925 0 Check-Out 2015-11-08
## 2926 1 Canceled 2015-11-04
## 2927 0 Canceled 2015-10-09
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## 2929 1 Check-Out 2015-11-09
## 2930 3 Check-Out 2015-11-10
## 2931 0 Check-Out 2015-11-12
## 2932 0 Check-Out 2015-11-12
## 2933 2 Check-Out 2015-11-14
## 2934 0 Check-Out 2015-11-14
## 2935 0 Canceled 2015-10-10
## 2936 0 Canceled 2015-10-10
## 2937 0 Canceled 2015-10-10
## 2938 1 Canceled 2015-07-10
## 2939 0 Check-Out 2015-11-15
## 2940 1 Canceled 2015-10-01
## 2941 0 Check-Out 2015-11-15
## avg_lead_time anomaly
## 1 92.67569 Anomaly
## 2 92.67569 Anomaly
## 3 92.67569 Anomaly
## 4 92.67569 Anomaly
## 5 92.67569 Anomaly
## 6 92.67569 Anomaly
## 7 92.67569 Anomaly
## 8 92.67569 Anomaly
## 9 92.67569 Anomaly
## 10 92.67569 Anomaly
## 11 92.67569 Anomaly
## 12 92.67569 Anomaly
## 13 92.67569 Anomaly
## 14 92.67569 Anomaly
## 15 92.67569 Anomaly
## 16 92.67569 Anomaly
## 17 92.67569 Anomaly
## 18 92.67569 Anomaly
## 19 92.67569 Anomaly
## 20 92.67569 Anomaly
## 21 92.67569 Anomaly
## 22 92.67569 Anomaly
## 23 92.67569 Anomaly
## 24 92.67569 Anomaly
## 25 92.67569 Anomaly
## 26 92.67569 Anomaly
## 27 92.67569 Anomaly
## 28 92.67569 Anomaly
## 29 92.67569 Anomaly
## 30 92.67569 Anomaly
## 31 92.67569 Anomaly
## 32 92.67569 Anomaly
## 33 92.67569 Anomaly
## 34 92.67569 Anomaly
## 35 92.67569 Anomaly
## 36 92.67569 Anomaly
## 37 92.67569 Anomaly
## 38 92.67569 Anomaly
## 39 92.67569 Anomaly
## 40 92.67569 Anomaly
## 41 92.67569 Anomaly
## 42 92.67569 Anomaly
## 43 92.67569 Anomaly
## 44 92.67569 Anomaly
## 45 92.67569 Anomaly
## 46 92.67569 Anomaly
## 47 92.67569 Anomaly
## 48 92.67569 Anomaly
## 49 92.67569 Anomaly
## 50 92.67569 Anomaly
## 51 92.67569 Anomaly
## 52 92.67569 Anomaly
## 53 92.67569 Anomaly
## 54 92.67569 Anomaly
## 55 92.67569 Anomaly
## 56 92.67569 Anomaly
## 57 92.67569 Anomaly
## 58 92.67569 Anomaly
## 59 92.67569 Anomaly
## 60 92.67569 Anomaly
## 61 92.67569 Anomaly
## 62 92.67569 Anomaly
## 63 92.67569 Anomaly
## 64 92.67569 Anomaly
## 65 92.67569 Anomaly
## 66 92.67569 Anomaly
## 67 92.67569 Anomaly
## 68 92.67569 Anomaly
## 69 92.67569 Anomaly
## 70 92.67569 Anomaly
## 71 92.67569 Anomaly
## 72 92.67569 Anomaly
## 73 92.67569 Anomaly
## 74 92.67569 Anomaly
## 75 92.67569 Anomaly
## 76 92.67569 Anomaly
## 77 92.67569 Anomaly
## 78 92.67569 Anomaly
## 79 92.67569 Anomaly
## 80 92.67569 Anomaly
## 81 92.67569 Anomaly
## 82 92.67569 Anomaly
## 83 92.67569 Anomaly
## 84 92.67569 Anomaly
## 85 92.67569 Anomaly
## 86 92.67569 Anomaly
## 87 92.67569 Anomaly
## 88 92.67569 Anomaly
## 89 92.67569 Anomaly
## 90 92.67569 Anomaly
## 91 92.67569 Anomaly
## 92 92.67569 Anomaly
## 93 92.67569 Anomaly
## 94 92.67569 Anomaly
## 95 92.67569 Anomaly
## 96 92.67569 Anomaly
## 97 92.67569 Anomaly
## 98 92.67569 Anomaly
## 99 92.67569 Anomaly
## 100 92.67569 Anomaly
## 101 92.67569 Anomaly
## 102 92.67569 Anomaly
## 103 92.67569 Anomaly
## 104 92.67569 Anomaly
## 105 92.67569 Anomaly
## 106 92.67569 Anomaly
## 107 92.67569 Anomaly
## 108 92.67569 Anomaly
## 109 92.67569 Anomaly
## 110 92.67569 Anomaly
## 111 92.67569 Anomaly
## 112 92.67569 Anomaly
## 113 92.67569 Anomaly
## 114 92.67569 Anomaly
## 115 92.67569 Anomaly
## 116 92.67569 Anomaly
## 117 92.67569 Anomaly
## 118 92.67569 Anomaly
## 119 92.67569 Anomaly
## 120 92.67569 Anomaly
## 121 92.67569 Anomaly
## 122 92.67569 Anomaly
## 123 92.67569 Anomaly
## 124 92.67569 Anomaly
## 125 92.67569 Anomaly
## 126 92.67569 Anomaly
## 127 92.67569 Anomaly
## 128 92.67569 Anomaly
## 129 92.67569 Anomaly
## 130 92.67569 Anomaly
## 131 92.67569 Anomaly
## 132 92.67569 Anomaly
## 133 92.67569 Anomaly
## 134 92.67569 Anomaly
## 135 92.67569 Anomaly
## 136 92.67569 Anomaly
## 137 92.67569 Anomaly
## 138 92.67569 Anomaly
## 139 92.67569 Anomaly
## 140 92.67569 Anomaly
## 141 92.67569 Anomaly
## 142 92.67569 Anomaly
## 143 92.67569 Anomaly
## 144 92.67569 Anomaly
## 145 92.67569 Anomaly
## 146 92.67569 Anomaly
## 147 92.67569 Anomaly
## 148 92.67569 Anomaly
## 149 92.67569 Anomaly
## 150 92.67569 Anomaly
## 151 92.67569 Anomaly
## 152 92.67569 Anomaly
## 153 92.67569 Anomaly
## 154 92.67569 Anomaly
## 155 92.67569 Anomaly
## 156 92.67569 Anomaly
## 157 92.67569 Anomaly
## 158 92.67569 Anomaly
## 159 92.67569 Anomaly
## 160 92.67569 Anomaly
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## [ reached 'max' / getOption("max.print") -- omitted 116449 rows ]#I have identified anomalies in hotel bookings based on lead time, where bookings with lead times below the 10th percentile threshold are marked as anomalies.
Group by ‘market_segment’ and calculate average ADR (average daily rate)
grouped_by_segment <- hotel_data %>%
group_by(market_segment) %>%
summarize(avg_adr = mean(adr))Calculate the 10th percentile threshold for ADR
percentile_threshold <- quantile(grouped_by_segment$avg_adr, probs = 0.10)
percentile_threshold## 10%
## 11.36591Identify anomalies based on ADR
grouped_by_segment <- grouped_by_segment %>%
mutate(anomaly = ifelse(avg_adr < percentile_threshold, "Anomaly", "Not Anomaly"))
grouped_by_segment## # A tibble: 8 × 3
## market_segment avg_adr anomaly
## <chr> <dbl> <chr>
## 1 Aviation 100. Not Anomaly
## 2 Complementary 2.89 Anomaly
## 3 Corporate 69.4 Not Anomaly
## 4 Direct 115. Not Anomaly
## 5 Groups 79.5 Not Anomaly
## 6 Offline TA/TO 87.4 Not Anomaly
## 7 Online TA 117. Not Anomaly
## 8 Undefined 15 Not AnomalyMerge the anomalies back to the original dataset
hotel_data <- left_join(hotel_data, grouped_by_segment, by = "market_segment")#Anomalies in hotel bookings are identified based on the market segment, where segments with lower average ADR are marked as anomalies.
#Hypothesis: The rarity of certain booking patterns may be due to specific market segments or hotel types. To test this hypothesis, we can perform statistical tests to determine if there are significant differences between segments or hotel types.
#Analyzing Meal and Customer Type Combinations
Create a contingency table for meal and customer type combinations
combination_table <- table(hotel_data$meal, hotel_data$customer_type)
combination_table##
## Contract Group Transient Transient-Party
## BB 3260 499 70692 17859
## FB 5 1 547 245
## HB 613 36 8020 5794
## SC 183 39 9968 460
## Undefined 15 2 386 766Identify combinations that never show up
missing_combinations <- which(combination_table == 0)
missing_combinations## integer(0)Identify the most/least common combinations
most_common_combinations <- which(combination_table == max(combination_table))
most_common_combinations## [1] 11least_common_combinations <- which(combination_table == min(combination_table))
least_common_combinations## [1] 7Group by ‘reservation_status’ and calculate the count of bookings
grouped_by_reservation_status <- hotel_data %>%
group_by(reservation_status) %>%
summarize(booking_count = n())
grouped_by_reservation_status## # A tibble: 3 × 2
## reservation_status booking_count
## <chr> <int>
## 1 Canceled 43017
## 2 Check-Out 75166
## 3 No-Show 1207Identify the most common and least common reservation statuses
most_common_status <- grouped_by_reservation_status %>%
filter(booking_count == max(booking_count))
least_common_status <- grouped_by_reservation_status %>%
filter(booking_count == min(booking_count))
most_common_status## # A tibble: 1 × 2
## reservation_status booking_count
## <chr> <int>
## 1 Check-Out 75166#just exploring the dataset
I have tried to identify combinations that never show up
missing_combinations <- which(combination_table == 0)
missing_combinations## integer(0)I have tried to identify the most common combinations
most_common_combinations <- which(combination_table == max(combination_table))
most_common_combinations## [1] 11Checking with the least common combinations
least_common_combinations <- which(combination_table == min(combination_table))
least_common_combinations## [1] 7Group by ‘reservation_status’ and calculate the count of bookings
grouped_by_reservation_status <- hotel_data %>%
group_by(reservation_status) %>%
summarize(booking_count = n())
grouped_by_reservation_status## # A tibble: 3 × 2
## reservation_status booking_count
## <chr> <int>
## 1 Canceled 43017
## 2 Check-Out 75166
## 3 No-Show 1207Identify the most common reservation status
most_common_status <- grouped_by_reservation_status %>%
filter(booking_count == max(booking_count))
most_common_status## # A tibble: 1 × 2
## reservation_status booking_count
## <chr> <int>
## 1 Check-Out 75166least_common_status <- grouped_by_reservation_status %>%
filter(booking_count == min(booking_count))
least_common_status## # A tibble: 1 × 2
## reservation_status booking_count
## <chr> <int>
## 1 No-Show 1207Create a bar chart to visualize reservation status
reservation_status_bar_chart <- ggplot(grouped_by_reservation_status, aes(x = reservation_status, y = booking_count, fill = reservation_status)) +
geom_bar(stat = "identity") +
labs(title = "Reservation Status Distribution",
x = "Reservation Status",
y = "Booking Count",
fill = "Reservation Status") +
theme_minimal() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
print(reservation_status_bar_chart)
Creating a bar chart to visualize the impact of customer type on anomalies
anomalies <- df_with_anomalies %>%
filter(Anomaly.y == "Anomaly")
customer_type_frequency <- as.data.frame(table(anomalies$customer_type))
colnames(customer_type_frequency) <- c("Customer_Type", "Frequency")
bar_chart <- ggplot(customer_type_frequency, aes(x = Customer_Type, y = Frequency, fill = Customer_Type)) +
geom_bar(stat = "identity") +
labs(title = "Frequency of Anomalies by Customer Type",
x = "Customer Type",
y = "Frequency") +
theme_minimal()
print(bar_chart)
# Calculate combinations and their probabilities
all_combinations <- as.data.frame(table(hotel_data$meal, hotel_data$market_segment, hotel_data$customer_type))
colnames(all_combinations) <- c("Meal", "Market_Segment", "Customer_Type", "Count")
all_combinations$Probability <- all_combinations$Count / sum(all_combinations$Count)
all_combinations## Meal Market_Segment Customer_Type Count Probability
## 1 BB Aviation Contract 0 0.000000e+00
## 2 FB Aviation Contract 0 0.000000e+00
## 3 HB Aviation Contract 0 0.000000e+00
## 4 SC Aviation Contract 0 0.000000e+00
## 5 Undefined Aviation Contract 0 0.000000e+00
## 6 BB Complementary Contract 1 8.375911e-06
## 7 FB Complementary Contract 0 0.000000e+00
## 8 HB Complementary Contract 0 0.000000e+00
## 9 SC Complementary Contract 1 8.375911e-06
## 10 Undefined Complementary Contract 0 0.000000e+00
## 11 BB Corporate Contract 22 1.842700e-04
## 12 FB Corporate Contract 0 0.000000e+00
## 13 HB Corporate Contract 0 0.000000e+00
## 14 SC Corporate Contract 0 0.000000e+00
## 15 Undefined Corporate Contract 0 0.000000e+00
## 16 BB Direct Contract 14 1.172628e-04
## 17 FB Direct Contract 0 0.000000e+00
## 18 HB Direct Contract 0 0.000000e+00
## 19 SC Direct Contract 0 0.000000e+00
## 20 Undefined Direct Contract 0 0.000000e+00
## 21 BB Groups Contract 705 5.905017e-03
## 22 FB Groups Contract 0 0.000000e+00
## 23 HB Groups Contract 30 2.512773e-04
## 24 SC Groups Contract 0 0.000000e+00
## 25 Undefined Groups Contract 0 0.000000e+00
## 26 BB Offline TA/TO Contract 1208 1.011810e-02
## 27 FB Offline TA/TO Contract 5 4.187955e-05
## 28 HB Offline TA/TO Contract 583 4.883156e-03
## 29 SC Offline TA/TO Contract 6 5.025547e-05
## 30 Undefined Offline TA/TO Contract 15 1.256387e-04
## 31 BB Online TA Contract 1310 1.097244e-02
## 32 FB Online TA Contract 0 0.000000e+00
## 33 HB Online TA Contract 0 0.000000e+00
## 34 SC Online TA Contract 176 1.474160e-03
## 35 Undefined Online TA Contract 0 0.000000e+00
## 36 BB Undefined Contract 0 0.000000e+00
## 37 FB Undefined Contract 0 0.000000e+00
## 38 HB Undefined Contract 0 0.000000e+00
## 39 SC Undefined Contract 0 0.000000e+00
## 40 Undefined Undefined Contract 0 0.000000e+00
## 41 BB Aviation Group 2 1.675182e-05
## 42 FB Aviation Group 0 0.000000e+00
## 43 HB Aviation Group 0 0.000000e+00
## 44 SC Aviation Group 0 0.000000e+00
## 45 Undefined Aviation Group 0 0.000000e+00
## 46 BB Complementary Group 6 5.025547e-05
## 47 FB Complementary Group 0 0.000000e+00
## 48 HB Complementary Group 0 0.000000e+00
## 49 SC Complementary Group 0 0.000000e+00
## 50 Undefined Complementary Group 0 0.000000e+00
## 51 BB Corporate Group 28 2.345255e-04
## 52 FB Corporate Group 0 0.000000e+00
## 53 HB Corporate Group 0 0.000000e+00
## 54 SC Corporate Group 1 8.375911e-06
## 55 Undefined Corporate Group 0 0.000000e+00
## 56 BB Direct Group 122 1.021861e-03
## 57 FB Direct Group 0 0.000000e+00
## 58 HB Direct Group 6 5.025547e-05
## 59 SC Direct Group 5 4.187955e-05
## 60 Undefined Direct Group 1 8.375911e-06
## 61 BB Groups Group 15 1.256387e-04
## 62 FB Groups Group 0 0.000000e+00
## 63 HB Groups Group 1 8.375911e-06
## 64 SC Groups Group 0 0.000000e+00
## 65 Undefined Groups Group 0 0.000000e+00
## 66 BB Offline TA/TO Group 184 1.541168e-03
## 67 FB Offline TA/TO Group 1 8.375911e-06
## 68 HB Offline TA/TO Group 21 1.758941e-04
## 69 SC Offline TA/TO Group 4 3.350364e-05
## 70 Undefined Offline TA/TO Group 1 8.375911e-06
## 71 BB Online TA Group 142 1.189379e-03
## 72 FB Online TA Group 0 0.000000e+00
## 73 HB Online TA Group 8 6.700729e-05
## 74 SC Online TA Group 29 2.429014e-04
## 75 Undefined Online TA Group 0 0.000000e+00
## 76 BB Undefined Group 0 0.000000e+00
## 77 FB Undefined Group 0 0.000000e+00
## 78 HB Undefined Group 0 0.000000e+00
## 79 SC Undefined Group 0 0.000000e+00
## 80 Undefined Undefined Group 0 0.000000e+00
## 81 BB Aviation Transient 218 1.825949e-03
## 82 FB Aviation Transient 0 0.000000e+00
## 83 HB Aviation Transient 0 0.000000e+00
## 84 SC Aviation Transient 0 0.000000e+00
## 85 Undefined Aviation Transient 0 0.000000e+00
## 86 BB Complementary Transient 640 5.360583e-03
## 87 FB Complementary Transient 10 8.375911e-05
## 88 HB Complementary Transient 27 2.261496e-04
## 89 SC Complementary Transient 24 2.010219e-04
## 90 Undefined Complementary Transient 2 1.675182e-05
## 91 BB Corporate Transient 3530 2.956697e-02
## 92 FB Corporate Transient 1 8.375911e-06
## 93 HB Corporate Transient 29 2.429014e-04
## 94 SC Corporate Transient 16 1.340146e-04
## 95 Undefined Corporate Transient 0 0.000000e+00
## 96 BB Direct Transient 9797 8.205880e-02
## 97 FB Direct Transient 64 5.360583e-04
## 98 HB Direct Transient 1077 9.020856e-03
## 99 SC Direct Transient 329 2.755675e-03
## 100 Undefined Direct Transient 69 5.779379e-04
## 101 BB Groups Transient 7131 5.972862e-02
## 102 FB Groups Transient 294 2.462518e-03
## 103 HB Groups Transient 840 7.035765e-03
## 104 SC Groups Transient 3 2.512773e-05
## 105 Undefined Groups Transient 159 1.331770e-03
## 106 BB Offline TA/TO Transient 11451 9.591256e-02
## 107 FB Offline TA/TO Transient 141 1.181003e-03
## 108 HB Offline TA/TO Transient 2009 1.682720e-02
## 109 SC Offline TA/TO Transient 313 2.621660e-03
## 110 Undefined Offline TA/TO Transient 140 1.172628e-03
## 111 BB Online TA Transient 37925 3.176564e-01
## 112 FB Online TA Transient 37 3.099087e-04
## 113 HB Online TA Transient 4038 3.382193e-02
## 114 SC Online TA Transient 9283 7.775358e-02
## 115 Undefined Online TA Transient 16 1.340146e-04
## 116 BB Undefined Transient 0 0.000000e+00
## 117 FB Undefined Transient 0 0.000000e+00
## 118 HB Undefined Transient 0 0.000000e+00
## 119 SC Undefined Transient 0 0.000000e+00
## 120 Undefined Undefined Transient 0 0.000000e+00
## 121 BB Aviation Transient-Party 17 1.423905e-04
## 122 FB Aviation Transient-Party 0 0.000000e+00
## 123 HB Aviation Transient-Party 0 0.000000e+00
## 124 SC Aviation Transient-Party 0 0.000000e+00
## 125 Undefined Aviation Transient-Party 0 0.000000e+00
## 126 BB Complementary Transient-Party 20 1.675182e-04
## 127 FB Complementary Transient-Party 2 1.675182e-05
## 128 HB Complementary Transient-Party 4 3.350364e-05
## 129 SC Complementary Transient-Party 2 1.675182e-05
## 130 Undefined Complementary Transient-Party 4 3.350364e-05
## 131 BB Corporate Transient-Party 1570 1.315018e-02
## 132 FB Corporate Transient-Party 13 1.088868e-04
## 133 HB Corporate Transient-Party 54 4.522992e-04
## 134 SC Corporate Transient-Party 16 1.340146e-04
## 135 Undefined Corporate Transient-Party 15 1.256387e-04
## 136 BB Direct Transient-Party 937 7.848228e-03
## 137 FB Direct Transient-Party 11 9.213502e-05
## 138 HB Direct Transient-Party 140 1.172628e-03
## 139 SC Direct Transient-Party 31 2.596532e-04
## 140 Undefined Direct Transient-Party 3 2.512773e-05
## 141 BB Groups Transient-Party 7513 6.292822e-02
## 142 FB Groups Transient-Party 191 1.599799e-03
## 143 HB Groups Transient-Party 2256 1.889605e-02
## 144 SC Groups Transient-Party 31 2.596532e-04
## 145 Undefined Groups Transient-Party 642 5.377335e-03
## 146 BB Offline TA/TO Transient-Party 4915 4.116760e-02
## 147 FB Offline TA/TO Transient-Party 22 1.842700e-04
## 148 HB Offline TA/TO Transient-Party 3089 2.587319e-02
## 149 SC Offline TA/TO Transient-Party 9 7.538320e-05
## 150 Undefined Offline TA/TO Transient-Party 102 8.543429e-04
## 151 BB Online TA Transient-Party 2885 2.416450e-02
## 152 FB Online TA Transient-Party 6 5.025547e-05
## 153 HB Online TA Transient-Party 251 2.102354e-03
## 154 SC Online TA Transient-Party 371 3.107463e-03
## 155 Undefined Online TA Transient-Party 0 0.000000e+00
## 156 BB Undefined Transient-Party 2 1.675182e-05
## 157 FB Undefined Transient-Party 0 0.000000e+00
## 158 HB Undefined Transient-Party 0 0.000000e+00
## 159 SC Undefined Transient-Party 0 0.000000e+00
## 160 Undefined Undefined Transient-Party 0 0.000000e+00Show the most common combinations
most_common_combinations <- all_combinations[order(-all_combinations$Count), ]
most_common_combinations## Meal Market_Segment Customer_Type Count Probability
## 111 BB Online TA Transient 37925 3.176564e-01
## 106 BB Offline TA/TO Transient 11451 9.591256e-02
## 96 BB Direct Transient 9797 8.205880e-02
## 114 SC Online TA Transient 9283 7.775358e-02
## 141 BB Groups Transient-Party 7513 6.292822e-02
## 101 BB Groups Transient 7131 5.972862e-02
## 146 BB Offline TA/TO Transient-Party 4915 4.116760e-02
## 113 HB Online TA Transient 4038 3.382193e-02
## 91 BB Corporate Transient 3530 2.956697e-02
## 148 HB Offline TA/TO Transient-Party 3089 2.587319e-02
## 151 BB Online TA Transient-Party 2885 2.416450e-02
## 143 HB Groups Transient-Party 2256 1.889605e-02
## 108 HB Offline TA/TO Transient 2009 1.682720e-02
## 131 BB Corporate Transient-Party 1570 1.315018e-02
## 31 BB Online TA Contract 1310 1.097244e-02
## 26 BB Offline TA/TO Contract 1208 1.011810e-02
## 98 HB Direct Transient 1077 9.020856e-03
## 136 BB Direct Transient-Party 937 7.848228e-03
## 103 HB Groups Transient 840 7.035765e-03
## 21 BB Groups Contract 705 5.905017e-03
## 145 Undefined Groups Transient-Party 642 5.377335e-03
## 86 BB Complementary Transient 640 5.360583e-03
## 28 HB Offline TA/TO Contract 583 4.883156e-03
## 154 SC Online TA Transient-Party 371 3.107463e-03
## 99 SC Direct Transient 329 2.755675e-03
## 109 SC Offline TA/TO Transient 313 2.621660e-03
## 102 FB Groups Transient 294 2.462518e-03
## 153 HB Online TA Transient-Party 251 2.102354e-03
## 81 BB Aviation Transient 218 1.825949e-03
## 142 FB Groups Transient-Party 191 1.599799e-03
## 66 BB Offline TA/TO Group 184 1.541168e-03
## 34 SC Online TA Contract 176 1.474160e-03
## 105 Undefined Groups Transient 159 1.331770e-03
## 71 BB Online TA Group 142 1.189379e-03
## 107 FB Offline TA/TO Transient 141 1.181003e-03
## 110 Undefined Offline TA/TO Transient 140 1.172628e-03
## 138 HB Direct Transient-Party 140 1.172628e-03
## 56 BB Direct Group 122 1.021861e-03
## 150 Undefined Offline TA/TO Transient-Party 102 8.543429e-04
## 100 Undefined Direct Transient 69 5.779379e-04
## 97 FB Direct Transient 64 5.360583e-04
## 133 HB Corporate Transient-Party 54 4.522992e-04
## 112 FB Online TA Transient 37 3.099087e-04
## 139 SC Direct Transient-Party 31 2.596532e-04
## 144 SC Groups Transient-Party 31 2.596532e-04
## 23 HB Groups Contract 30 2.512773e-04
## 74 SC Online TA Group 29 2.429014e-04
## 93 HB Corporate Transient 29 2.429014e-04
## 51 BB Corporate Group 28 2.345255e-04
## 88 HB Complementary Transient 27 2.261496e-04
## 89 SC Complementary Transient 24 2.010219e-04
## 11 BB Corporate Contract 22 1.842700e-04
## 147 FB Offline TA/TO Transient-Party 22 1.842700e-04
## 68 HB Offline TA/TO Group 21 1.758941e-04
## 126 BB Complementary Transient-Party 20 1.675182e-04
## 121 BB Aviation Transient-Party 17 1.423905e-04
## 94 SC Corporate Transient 16 1.340146e-04
## 115 Undefined Online TA Transient 16 1.340146e-04
## 134 SC Corporate Transient-Party 16 1.340146e-04
## 30 Undefined Offline TA/TO Contract 15 1.256387e-04
## 61 BB Groups Group 15 1.256387e-04
## 135 Undefined Corporate Transient-Party 15 1.256387e-04
## 16 BB Direct Contract 14 1.172628e-04
## 132 FB Corporate Transient-Party 13 1.088868e-04
## 137 FB Direct Transient-Party 11 9.213502e-05
## 87 FB Complementary Transient 10 8.375911e-05
## 149 SC Offline TA/TO Transient-Party 9 7.538320e-05
## 73 HB Online TA Group 8 6.700729e-05
## 29 SC Offline TA/TO Contract 6 5.025547e-05
## 46 BB Complementary Group 6 5.025547e-05
## 58 HB Direct Group 6 5.025547e-05
## 152 FB Online TA Transient-Party 6 5.025547e-05
## 27 FB Offline TA/TO Contract 5 4.187955e-05
## 59 SC Direct Group 5 4.187955e-05
## 69 SC Offline TA/TO Group 4 3.350364e-05
## 128 HB Complementary Transient-Party 4 3.350364e-05
## 130 Undefined Complementary Transient-Party 4 3.350364e-05
## 104 SC Groups Transient 3 2.512773e-05
## 140 Undefined Direct Transient-Party 3 2.512773e-05
## 41 BB Aviation Group 2 1.675182e-05
## 90 Undefined Complementary Transient 2 1.675182e-05
## 127 FB Complementary Transient-Party 2 1.675182e-05
## 129 SC Complementary Transient-Party 2 1.675182e-05
## 156 BB Undefined Transient-Party 2 1.675182e-05
## 6 BB Complementary Contract 1 8.375911e-06
## 9 SC Complementary Contract 1 8.375911e-06
## 54 SC Corporate Group 1 8.375911e-06
## 60 Undefined Direct Group 1 8.375911e-06
## 63 HB Groups Group 1 8.375911e-06
## 67 FB Offline TA/TO Group 1 8.375911e-06
## 70 Undefined Offline TA/TO Group 1 8.375911e-06
## 92 FB Corporate Transient 1 8.375911e-06
## 1 BB Aviation Contract 0 0.000000e+00
## 2 FB Aviation Contract 0 0.000000e+00
## 3 HB Aviation Contract 0 0.000000e+00
## 4 SC Aviation Contract 0 0.000000e+00
## 5 Undefined Aviation Contract 0 0.000000e+00
## 7 FB Complementary Contract 0 0.000000e+00
## 8 HB Complementary Contract 0 0.000000e+00
## 10 Undefined Complementary Contract 0 0.000000e+00
## 12 FB Corporate Contract 0 0.000000e+00
## 13 HB Corporate Contract 0 0.000000e+00
## 14 SC Corporate Contract 0 0.000000e+00
## 15 Undefined Corporate Contract 0 0.000000e+00
## 17 FB Direct Contract 0 0.000000e+00
## 18 HB Direct Contract 0 0.000000e+00
## 19 SC Direct Contract 0 0.000000e+00
## 20 Undefined Direct Contract 0 0.000000e+00
## 22 FB Groups Contract 0 0.000000e+00
## 24 SC Groups Contract 0 0.000000e+00
## 25 Undefined Groups Contract 0 0.000000e+00
## 32 FB Online TA Contract 0 0.000000e+00
## 33 HB Online TA Contract 0 0.000000e+00
## 35 Undefined Online TA Contract 0 0.000000e+00
## 36 BB Undefined Contract 0 0.000000e+00
## 37 FB Undefined Contract 0 0.000000e+00
## 38 HB Undefined Contract 0 0.000000e+00
## 39 SC Undefined Contract 0 0.000000e+00
## 40 Undefined Undefined Contract 0 0.000000e+00
## 42 FB Aviation Group 0 0.000000e+00
## 43 HB Aviation Group 0 0.000000e+00
## 44 SC Aviation Group 0 0.000000e+00
## 45 Undefined Aviation Group 0 0.000000e+00
## 47 FB Complementary Group 0 0.000000e+00
## 48 HB Complementary Group 0 0.000000e+00
## 49 SC Complementary Group 0 0.000000e+00
## 50 Undefined Complementary Group 0 0.000000e+00
## 52 FB Corporate Group 0 0.000000e+00
## 53 HB Corporate Group 0 0.000000e+00
## 55 Undefined Corporate Group 0 0.000000e+00
## 57 FB Direct Group 0 0.000000e+00
## 62 FB Groups Group 0 0.000000e+00
## 64 SC Groups Group 0 0.000000e+00
## 65 Undefined Groups Group 0 0.000000e+00
## 72 FB Online TA Group 0 0.000000e+00
## 75 Undefined Online TA Group 0 0.000000e+00
## 76 BB Undefined Group 0 0.000000e+00
## 77 FB Undefined Group 0 0.000000e+00
## 78 HB Undefined Group 0 0.000000e+00
## 79 SC Undefined Group 0 0.000000e+00
## 80 Undefined Undefined Group 0 0.000000e+00
## 82 FB Aviation Transient 0 0.000000e+00
## 83 HB Aviation Transient 0 0.000000e+00
## 84 SC Aviation Transient 0 0.000000e+00
## 85 Undefined Aviation Transient 0 0.000000e+00
## 95 Undefined Corporate Transient 0 0.000000e+00
## 116 BB Undefined Transient 0 0.000000e+00
## 117 FB Undefined Transient 0 0.000000e+00
## 118 HB Undefined Transient 0 0.000000e+00
## 119 SC Undefined Transient 0 0.000000e+00
## 120 Undefined Undefined Transient 0 0.000000e+00
## 122 FB Aviation Transient-Party 0 0.000000e+00
## 123 HB Aviation Transient-Party 0 0.000000e+00
## 124 SC Aviation Transient-Party 0 0.000000e+00
## 125 Undefined Aviation Transient-Party 0 0.000000e+00
## 155 Undefined Online TA Transient-Party 0 0.000000e+00
## 157 FB Undefined Transient-Party 0 0.000000e+00
## 158 HB Undefined Transient-Party 0 0.000000e+00
## 159 SC Undefined Transient-Party 0 0.000000e+00
## 160 Undefined Undefined Transient-Party 0 0.000000e+00Show the least common combinations
least_common_combinations <- all_combinations[order(all_combinations$Count), ]
least_common_combinations## Meal Market_Segment Customer_Type Count Probability
## 1 BB Aviation Contract 0 0.000000e+00
## 2 FB Aviation Contract 0 0.000000e+00
## 3 HB Aviation Contract 0 0.000000e+00
## 4 SC Aviation Contract 0 0.000000e+00
## 5 Undefined Aviation Contract 0 0.000000e+00
## 7 FB Complementary Contract 0 0.000000e+00
## 8 HB Complementary Contract 0 0.000000e+00
## 10 Undefined Complementary Contract 0 0.000000e+00
## 12 FB Corporate Contract 0 0.000000e+00
## 13 HB Corporate Contract 0 0.000000e+00
## 14 SC Corporate Contract 0 0.000000e+00
## 15 Undefined Corporate Contract 0 0.000000e+00
## 17 FB Direct Contract 0 0.000000e+00
## 18 HB Direct Contract 0 0.000000e+00
## 19 SC Direct Contract 0 0.000000e+00
## 20 Undefined Direct Contract 0 0.000000e+00
## 22 FB Groups Contract 0 0.000000e+00
## 24 SC Groups Contract 0 0.000000e+00
## 25 Undefined Groups Contract 0 0.000000e+00
## 32 FB Online TA Contract 0 0.000000e+00
## 33 HB Online TA Contract 0 0.000000e+00
## 35 Undefined Online TA Contract 0 0.000000e+00
## 36 BB Undefined Contract 0 0.000000e+00
## 37 FB Undefined Contract 0 0.000000e+00
## 38 HB Undefined Contract 0 0.000000e+00
## 39 SC Undefined Contract 0 0.000000e+00
## 40 Undefined Undefined Contract 0 0.000000e+00
## 42 FB Aviation Group 0 0.000000e+00
## 43 HB Aviation Group 0 0.000000e+00
## 44 SC Aviation Group 0 0.000000e+00
## 45 Undefined Aviation Group 0 0.000000e+00
## 47 FB Complementary Group 0 0.000000e+00
## 48 HB Complementary Group 0 0.000000e+00
## 49 SC Complementary Group 0 0.000000e+00
## 50 Undefined Complementary Group 0 0.000000e+00
## 52 FB Corporate Group 0 0.000000e+00
## 53 HB Corporate Group 0 0.000000e+00
## 55 Undefined Corporate Group 0 0.000000e+00
## 57 FB Direct Group 0 0.000000e+00
## 62 FB Groups Group 0 0.000000e+00
## 64 SC Groups Group 0 0.000000e+00
## 65 Undefined Groups Group 0 0.000000e+00
## 72 FB Online TA Group 0 0.000000e+00
## 75 Undefined Online TA Group 0 0.000000e+00
## 76 BB Undefined Group 0 0.000000e+00
## 77 FB Undefined Group 0 0.000000e+00
## 78 HB Undefined Group 0 0.000000e+00
## 79 SC Undefined Group 0 0.000000e+00
## 80 Undefined Undefined Group 0 0.000000e+00
## 82 FB Aviation Transient 0 0.000000e+00
## 83 HB Aviation Transient 0 0.000000e+00
## 84 SC Aviation Transient 0 0.000000e+00
## 85 Undefined Aviation Transient 0 0.000000e+00
## 95 Undefined Corporate Transient 0 0.000000e+00
## 116 BB Undefined Transient 0 0.000000e+00
## 117 FB Undefined Transient 0 0.000000e+00
## 118 HB Undefined Transient 0 0.000000e+00
## 119 SC Undefined Transient 0 0.000000e+00
## 120 Undefined Undefined Transient 0 0.000000e+00
## 122 FB Aviation Transient-Party 0 0.000000e+00
## 123 HB Aviation Transient-Party 0 0.000000e+00
## 124 SC Aviation Transient-Party 0 0.000000e+00
## 125 Undefined Aviation Transient-Party 0 0.000000e+00
## 155 Undefined Online TA Transient-Party 0 0.000000e+00
## 157 FB Undefined Transient-Party 0 0.000000e+00
## 158 HB Undefined Transient-Party 0 0.000000e+00
## 159 SC Undefined Transient-Party 0 0.000000e+00
## 160 Undefined Undefined Transient-Party 0 0.000000e+00
## 6 BB Complementary Contract 1 8.375911e-06
## 9 SC Complementary Contract 1 8.375911e-06
## 54 SC Corporate Group 1 8.375911e-06
## 60 Undefined Direct Group 1 8.375911e-06
## 63 HB Groups Group 1 8.375911e-06
## 67 FB Offline TA/TO Group 1 8.375911e-06
## 70 Undefined Offline TA/TO Group 1 8.375911e-06
## 92 FB Corporate Transient 1 8.375911e-06
## 41 BB Aviation Group 2 1.675182e-05
## 90 Undefined Complementary Transient 2 1.675182e-05
## 127 FB Complementary Transient-Party 2 1.675182e-05
## 129 SC Complementary Transient-Party 2 1.675182e-05
## 156 BB Undefined Transient-Party 2 1.675182e-05
## 104 SC Groups Transient 3 2.512773e-05
## 140 Undefined Direct Transient-Party 3 2.512773e-05
## 69 SC Offline TA/TO Group 4 3.350364e-05
## 128 HB Complementary Transient-Party 4 3.350364e-05
## 130 Undefined Complementary Transient-Party 4 3.350364e-05
## 27 FB Offline TA/TO Contract 5 4.187955e-05
## 59 SC Direct Group 5 4.187955e-05
## 29 SC Offline TA/TO Contract 6 5.025547e-05
## 46 BB Complementary Group 6 5.025547e-05
## 58 HB Direct Group 6 5.025547e-05
## 152 FB Online TA Transient-Party 6 5.025547e-05
## 73 HB Online TA Group 8 6.700729e-05
## 149 SC Offline TA/TO Transient-Party 9 7.538320e-05
## 87 FB Complementary Transient 10 8.375911e-05
## 137 FB Direct Transient-Party 11 9.213502e-05
## 132 FB Corporate Transient-Party 13 1.088868e-04
## 16 BB Direct Contract 14 1.172628e-04
## 30 Undefined Offline TA/TO Contract 15 1.256387e-04
## 61 BB Groups Group 15 1.256387e-04
## 135 Undefined Corporate Transient-Party 15 1.256387e-04
## 94 SC Corporate Transient 16 1.340146e-04
## 115 Undefined Online TA Transient 16 1.340146e-04
## 134 SC Corporate Transient-Party 16 1.340146e-04
## 121 BB Aviation Transient-Party 17 1.423905e-04
## 126 BB Complementary Transient-Party 20 1.675182e-04
## 68 HB Offline TA/TO Group 21 1.758941e-04
## 11 BB Corporate Contract 22 1.842700e-04
## 147 FB Offline TA/TO Transient-Party 22 1.842700e-04
## 89 SC Complementary Transient 24 2.010219e-04
## 88 HB Complementary Transient 27 2.261496e-04
## 51 BB Corporate Group 28 2.345255e-04
## 74 SC Online TA Group 29 2.429014e-04
## 93 HB Corporate Transient 29 2.429014e-04
## 23 HB Groups Contract 30 2.512773e-04
## 139 SC Direct Transient-Party 31 2.596532e-04
## 144 SC Groups Transient-Party 31 2.596532e-04
## 112 FB Online TA Transient 37 3.099087e-04
## 133 HB Corporate Transient-Party 54 4.522992e-04
## 97 FB Direct Transient 64 5.360583e-04
## 100 Undefined Direct Transient 69 5.779379e-04
## 150 Undefined Offline TA/TO Transient-Party 102 8.543429e-04
## 56 BB Direct Group 122 1.021861e-03
## 110 Undefined Offline TA/TO Transient 140 1.172628e-03
## 138 HB Direct Transient-Party 140 1.172628e-03
## 107 FB Offline TA/TO Transient 141 1.181003e-03
## 71 BB Online TA Group 142 1.189379e-03
## 105 Undefined Groups Transient 159 1.331770e-03
## 34 SC Online TA Contract 176 1.474160e-03
## 66 BB Offline TA/TO Group 184 1.541168e-03
## 142 FB Groups Transient-Party 191 1.599799e-03
## 81 BB Aviation Transient 218 1.825949e-03
## 153 HB Online TA Transient-Party 251 2.102354e-03
## 102 FB Groups Transient 294 2.462518e-03
## 109 SC Offline TA/TO Transient 313 2.621660e-03
## 99 SC Direct Transient 329 2.755675e-03
## 154 SC Online TA Transient-Party 371 3.107463e-03
## 28 HB Offline TA/TO Contract 583 4.883156e-03
## 86 BB Complementary Transient 640 5.360583e-03
## 145 Undefined Groups Transient-Party 642 5.377335e-03
## 21 BB Groups Contract 705 5.905017e-03
## 103 HB Groups Transient 840 7.035765e-03
## 136 BB Direct Transient-Party 937 7.848228e-03
## 98 HB Direct Transient 1077 9.020856e-03
## 26 BB Offline TA/TO Contract 1208 1.011810e-02
## 31 BB Online TA Contract 1310 1.097244e-02
## 131 BB Corporate Transient-Party 1570 1.315018e-02
## 108 HB Offline TA/TO Transient 2009 1.682720e-02
## 143 HB Groups Transient-Party 2256 1.889605e-02
## 151 BB Online TA Transient-Party 2885 2.416450e-02
## 148 HB Offline TA/TO Transient-Party 3089 2.587319e-02
## 91 BB Corporate Transient 3530 2.956697e-02
## 113 HB Online TA Transient 4038 3.382193e-02
## 146 BB Offline TA/TO Transient-Party 4915 4.116760e-02
## 101 BB Groups Transient 7131 5.972862e-02
## 141 BB Groups Transient-Party 7513 6.292822e-02
## 114 SC Online TA Transient 9283 7.775358e-02
## 96 BB Direct Transient 9797 8.205880e-02
## 106 BB Offline TA/TO Transient 11451 9.591256e-02
## 111 BB Online TA Transient 37925 3.176564e-01Sort the dataframe by probability in descending order
sorted_combinations <- all_combinations[order(-all_combinations$Probability), ]
sorted_combinations## Meal Market_Segment Customer_Type Count Probability
## 111 BB Online TA Transient 37925 3.176564e-01
## 106 BB Offline TA/TO Transient 11451 9.591256e-02
## 96 BB Direct Transient 9797 8.205880e-02
## 114 SC Online TA Transient 9283 7.775358e-02
## 141 BB Groups Transient-Party 7513 6.292822e-02
## 101 BB Groups Transient 7131 5.972862e-02
## 146 BB Offline TA/TO Transient-Party 4915 4.116760e-02
## 113 HB Online TA Transient 4038 3.382193e-02
## 91 BB Corporate Transient 3530 2.956697e-02
## 148 HB Offline TA/TO Transient-Party 3089 2.587319e-02
## 151 BB Online TA Transient-Party 2885 2.416450e-02
## 143 HB Groups Transient-Party 2256 1.889605e-02
## 108 HB Offline TA/TO Transient 2009 1.682720e-02
## 131 BB Corporate Transient-Party 1570 1.315018e-02
## 31 BB Online TA Contract 1310 1.097244e-02
## 26 BB Offline TA/TO Contract 1208 1.011810e-02
## 98 HB Direct Transient 1077 9.020856e-03
## 136 BB Direct Transient-Party 937 7.848228e-03
## 103 HB Groups Transient 840 7.035765e-03
## 21 BB Groups Contract 705 5.905017e-03
## 145 Undefined Groups Transient-Party 642 5.377335e-03
## 86 BB Complementary Transient 640 5.360583e-03
## 28 HB Offline TA/TO Contract 583 4.883156e-03
## 154 SC Online TA Transient-Party 371 3.107463e-03
## 99 SC Direct Transient 329 2.755675e-03
## 109 SC Offline TA/TO Transient 313 2.621660e-03
## 102 FB Groups Transient 294 2.462518e-03
## 153 HB Online TA Transient-Party 251 2.102354e-03
## 81 BB Aviation Transient 218 1.825949e-03
## 142 FB Groups Transient-Party 191 1.599799e-03
## 66 BB Offline TA/TO Group 184 1.541168e-03
## 34 SC Online TA Contract 176 1.474160e-03
## 105 Undefined Groups Transient 159 1.331770e-03
## 71 BB Online TA Group 142 1.189379e-03
## 107 FB Offline TA/TO Transient 141 1.181003e-03
## 110 Undefined Offline TA/TO Transient 140 1.172628e-03
## 138 HB Direct Transient-Party 140 1.172628e-03
## 56 BB Direct Group 122 1.021861e-03
## 150 Undefined Offline TA/TO Transient-Party 102 8.543429e-04
## 100 Undefined Direct Transient 69 5.779379e-04
## 97 FB Direct Transient 64 5.360583e-04
## 133 HB Corporate Transient-Party 54 4.522992e-04
## 112 FB Online TA Transient 37 3.099087e-04
## 139 SC Direct Transient-Party 31 2.596532e-04
## 144 SC Groups Transient-Party 31 2.596532e-04
## 23 HB Groups Contract 30 2.512773e-04
## 74 SC Online TA Group 29 2.429014e-04
## 93 HB Corporate Transient 29 2.429014e-04
## 51 BB Corporate Group 28 2.345255e-04
## 88 HB Complementary Transient 27 2.261496e-04
## 89 SC Complementary Transient 24 2.010219e-04
## 11 BB Corporate Contract 22 1.842700e-04
## 147 FB Offline TA/TO Transient-Party 22 1.842700e-04
## 68 HB Offline TA/TO Group 21 1.758941e-04
## 126 BB Complementary Transient-Party 20 1.675182e-04
## 121 BB Aviation Transient-Party 17 1.423905e-04
## 94 SC Corporate Transient 16 1.340146e-04
## 115 Undefined Online TA Transient 16 1.340146e-04
## 134 SC Corporate Transient-Party 16 1.340146e-04
## 30 Undefined Offline TA/TO Contract 15 1.256387e-04
## 61 BB Groups Group 15 1.256387e-04
## 135 Undefined Corporate Transient-Party 15 1.256387e-04
## 16 BB Direct Contract 14 1.172628e-04
## 132 FB Corporate Transient-Party 13 1.088868e-04
## 137 FB Direct Transient-Party 11 9.213502e-05
## 87 FB Complementary Transient 10 8.375911e-05
## 149 SC Offline TA/TO Transient-Party 9 7.538320e-05
## 73 HB Online TA Group 8 6.700729e-05
## 29 SC Offline TA/TO Contract 6 5.025547e-05
## 46 BB Complementary Group 6 5.025547e-05
## 58 HB Direct Group 6 5.025547e-05
## 152 FB Online TA Transient-Party 6 5.025547e-05
## 27 FB Offline TA/TO Contract 5 4.187955e-05
## 59 SC Direct Group 5 4.187955e-05
## 69 SC Offline TA/TO Group 4 3.350364e-05
## 128 HB Complementary Transient-Party 4 3.350364e-05
## 130 Undefined Complementary Transient-Party 4 3.350364e-05
## 104 SC Groups Transient 3 2.512773e-05
## 140 Undefined Direct Transient-Party 3 2.512773e-05
## 41 BB Aviation Group 2 1.675182e-05
## 90 Undefined Complementary Transient 2 1.675182e-05
## 127 FB Complementary Transient-Party 2 1.675182e-05
## 129 SC Complementary Transient-Party 2 1.675182e-05
## 156 BB Undefined Transient-Party 2 1.675182e-05
## 6 BB Complementary Contract 1 8.375911e-06
## 9 SC Complementary Contract 1 8.375911e-06
## 54 SC Corporate Group 1 8.375911e-06
## 60 Undefined Direct Group 1 8.375911e-06
## 63 HB Groups Group 1 8.375911e-06
## 67 FB Offline TA/TO Group 1 8.375911e-06
## 70 Undefined Offline TA/TO Group 1 8.375911e-06
## 92 FB Corporate Transient 1 8.375911e-06
## 1 BB Aviation Contract 0 0.000000e+00
## 2 FB Aviation Contract 0 0.000000e+00
## 3 HB Aviation Contract 0 0.000000e+00
## 4 SC Aviation Contract 0 0.000000e+00
## 5 Undefined Aviation Contract 0 0.000000e+00
## 7 FB Complementary Contract 0 0.000000e+00
## 8 HB Complementary Contract 0 0.000000e+00
## 10 Undefined Complementary Contract 0 0.000000e+00
## 12 FB Corporate Contract 0 0.000000e+00
## 13 HB Corporate Contract 0 0.000000e+00
## 14 SC Corporate Contract 0 0.000000e+00
## 15 Undefined Corporate Contract 0 0.000000e+00
## 17 FB Direct Contract 0 0.000000e+00
## 18 HB Direct Contract 0 0.000000e+00
## 19 SC Direct Contract 0 0.000000e+00
## 20 Undefined Direct Contract 0 0.000000e+00
## 22 FB Groups Contract 0 0.000000e+00
## 24 SC Groups Contract 0 0.000000e+00
## 25 Undefined Groups Contract 0 0.000000e+00
## 32 FB Online TA Contract 0 0.000000e+00
## 33 HB Online TA Contract 0 0.000000e+00
## 35 Undefined Online TA Contract 0 0.000000e+00
## 36 BB Undefined Contract 0 0.000000e+00
## 37 FB Undefined Contract 0 0.000000e+00
## 38 HB Undefined Contract 0 0.000000e+00
## 39 SC Undefined Contract 0 0.000000e+00
## 40 Undefined Undefined Contract 0 0.000000e+00
## 42 FB Aviation Group 0 0.000000e+00
## 43 HB Aviation Group 0 0.000000e+00
## 44 SC Aviation Group 0 0.000000e+00
## 45 Undefined Aviation Group 0 0.000000e+00
## 47 FB Complementary Group 0 0.000000e+00
## 48 HB Complementary Group 0 0.000000e+00
## 49 SC Complementary Group 0 0.000000e+00
## 50 Undefined Complementary Group 0 0.000000e+00
## 52 FB Corporate Group 0 0.000000e+00
## 53 HB Corporate Group 0 0.000000e+00
## 55 Undefined Corporate Group 0 0.000000e+00
## 57 FB Direct Group 0 0.000000e+00
## 62 FB Groups Group 0 0.000000e+00
## 64 SC Groups Group 0 0.000000e+00
## 65 Undefined Groups Group 0 0.000000e+00
## 72 FB Online TA Group 0 0.000000e+00
## 75 Undefined Online TA Group 0 0.000000e+00
## 76 BB Undefined Group 0 0.000000e+00
## 77 FB Undefined Group 0 0.000000e+00
## 78 HB Undefined Group 0 0.000000e+00
## 79 SC Undefined Group 0 0.000000e+00
## 80 Undefined Undefined Group 0 0.000000e+00
## 82 FB Aviation Transient 0 0.000000e+00
## 83 HB Aviation Transient 0 0.000000e+00
## 84 SC Aviation Transient 0 0.000000e+00
## 85 Undefined Aviation Transient 0 0.000000e+00
## 95 Undefined Corporate Transient 0 0.000000e+00
## 116 BB Undefined Transient 0 0.000000e+00
## 117 FB Undefined Transient 0 0.000000e+00
## 118 HB Undefined Transient 0 0.000000e+00
## 119 SC Undefined Transient 0 0.000000e+00
## 120 Undefined Undefined Transient 0 0.000000e+00
## 122 FB Aviation Transient-Party 0 0.000000e+00
## 123 HB Aviation Transient-Party 0 0.000000e+00
## 124 SC Aviation Transient-Party 0 0.000000e+00
## 125 Undefined Aviation Transient-Party 0 0.000000e+00
## 155 Undefined Online TA Transient-Party 0 0.000000e+00
## 157 FB Undefined Transient-Party 0 0.000000e+00
## 158 HB Undefined Transient-Party 0 0.000000e+00
## 159 SC Undefined Transient-Party 0 0.000000e+00
## 160 Undefined Undefined Transient-Party 0 0.000000e+00# Creating a bar chart to visualize combinations and their probabilities with yellow color
bar_chart_combinations <- ggplot(sorted_combinations, aes(x = interaction(Meal, Market_Segment, Customer_Type), y = Probability)) +
geom_bar(stat = "identity", fill = "yellow") + # Change fill to "yellow"
labs(x = "Combinations", y = "Probability") +
theme(axis.text.x = element_text(angle = 90, hjust = 1)) # Rotate x-axis labels for readability
(bar_chart_combinations)
Display the bar chart
print(bar_chart_combinations)