MATH 329: Intro to Scientific Computing: Final Project
Kajsa Kenney & Brianna Sexton
2022-10-10
1. Introduction
In our ever-increasing technological world, clean, understandable data sets are vital in producing practical, knowledgeable conclusions and decisions. Regarding hotels, the data we derive from guests are sent across numerous departments such as marketing, operations, guest services, and sales to produce the most revenue and ensure a satisfactory experience for guests. On the other hand, guests can derive much information from the data presented by hotels, so they can make the best decisions for their specific circumstances. This perspective is what the following project will concern, as we concentrate on the logistics and attributes that everyday consumers would be interested in when planning their next getaway.
Over the past three years, COVID-19 has had significant damage to the hospitality industry and produced significant losses in revenue and traction as a whole. Additionally, the emergence of new kinds of hospitality such as AirBnbs has made the market thus more competitive, giving consumers many more options to choose from.
So, with this, we must ask, which kind of hotel is most desirable? For our example, we have a young couple who just eloped for their wedding. They are trying to plan a honeymoon with only two weeks notice. They are looking for the full honeymoon experience while diving into the culture of the area. To do this, we will analyze specific variables and decide which are most suitable for the newly weds. Let us dive into the complexities and details of Resort Hotels and City Hotels and conclude which method of hospitality is preferred based on the data presented to us.
2. Packages Required
library(tidyr) # creating tidy data
library(dplyr) # transforming (joining, summarizing) data##
## 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(tibble)# coercing data to tibble
library(ggplot2) # visualizing data 3. Data Preparation
The data used was obtained from an open hotel booking demand data set from Antonion, Almeida, and Nunes, 2019. Both hotels are located in Portugal, Resort_Hotels in Algarve, and City_Hotels in Lisbon.
Here, we have two data sets, one from a resort hotel, and the other from a city hotel. The purpose, according to Science Direct writes, “Due to the scarcity of real business data for scientific and educational purposes, these data sets can have an important role for research and education in revenue management, machine learning, or data mining, as well as in other fields.”
Each has the same structure with 31 variables, describing 40,060 observations from the resort hotel, and 79,330 observations of the city hotel. This data is collected between July 1st, 2015, and August 31st, 2017. Each observation represents a hotel booking and includes those that were canceled. There are no missing data entries; however, there are some cells that read “NULL”, which means the value is not applicable (Science Direct).
Let’s start and import our data
getwd()## [1] "C:/Users/kajsa/OneDrive/Documents/Binghamton/Junior - Fall/MATH 329"setwd("C:/Users/kajsa/OneDrive/Documents/Binghamton/Junior - Fall/MATH 329")
resort_data <- read.csv("resort_hotels.csv")
resort_data## X hotel x1 is_canceled lead_time arrival_date_year
## 1 1 Resort Hotel 1 0 342 2015
## 2 2 Resort Hotel 2 0 737 2015
## 3 3 Resort Hotel 3 0 7 2015
## 4 4 Resort Hotel 4 0 13 2015
## 5 5 Resort Hotel 5 0 14 2015
## 6 6 Resort Hotel 6 0 14 2015
## 7 7 Resort Hotel 7 0 0 2015
## 8 8 Resort Hotel 8 0 9 2015
## 9 9 Resort Hotel 9 1 85 2015
## 10 10 Resort Hotel 10 1 75 2015
## 11 11 Resort Hotel 11 1 23 2015
## 12 12 Resort Hotel 12 0 35 2015
## 13 13 Resort Hotel 13 0 68 2015
## 14 14 Resort Hotel 14 0 18 2015
## 15 15 Resort Hotel 15 0 37 2015
## 16 16 Resort Hotel 16 0 68 2015
## 17 17 Resort Hotel 17 0 37 2015
## 18 18 Resort Hotel 18 0 12 2015
## 19 19 Resort Hotel 19 0 0 2015
## 20 20 Resort Hotel 20 0 7 2015
## 21 21 Resort Hotel 21 0 37 2015
## 22 22 Resort Hotel 22 0 72 2015
## 23 23 Resort Hotel 23 0 72 2015
## 24 24 Resort Hotel 24 0 72 2015
## 25 25 Resort Hotel 25 0 127 2015
## 26 26 Resort Hotel 26 0 78 2015
## 27 27 Resort Hotel 27 0 48 2015
## 28 28 Resort Hotel 28 1 60 2015
## 29 29 Resort Hotel 29 0 77 2015
## 30 30 Resort Hotel 30 0 99 2015
## 31 31 Resort Hotel 31 0 118 2015
## 32 32 Resort Hotel 32 0 95 2015
## 33 33 Resort Hotel 33 1 96 2015
## 34 34 Resort Hotel 34 0 69 2015
## 35 35 Resort Hotel 35 1 45 2015
## 36 36 Resort Hotel 36 1 40 2015
## 37 37 Resort Hotel 37 0 15 2015
## 38 38 Resort Hotel 38 0 36 2015
## 39 39 Resort Hotel 39 1 43 2015
## 40 40 Resort Hotel 40 0 70 2015
## 41 41 Resort Hotel 41 1 45 2015
## 42 42 Resort Hotel 42 0 45 2015
## 43 43 Resort Hotel 43 0 16 2015
## 44 44 Resort Hotel 44 0 70 2015
## 45 45 Resort Hotel 45 0 107 2015
## 46 46 Resort Hotel 46 1 47 2015
## 47 47 Resort Hotel 47 0 96 2015
## 48 48 Resort Hotel 48 0 113 2015
## 49 49 Resort Hotel 49 0 90 2015
## 50 50 Resort Hotel 50 0 50 2015
## 51 51 Resort Hotel 51 0 113 2015
## 52 52 Resort Hotel 52 0 93 2015
## 53 53 Resort Hotel 53 0 76 2015
## 54 54 Resort Hotel 54 0 3 2015
## 55 55 Resort Hotel 55 0 1 2015
## 56 56 Resort Hotel 56 0 1 2015
## 57 57 Resort Hotel 57 0 0 2015
## 58 58 Resort Hotel 58 0 0 2015
## 59 59 Resort Hotel 59 0 0 2015
## 60 60 Resort Hotel 60 0 14 2015
## 61 61 Resort Hotel 61 0 10 2015
## 62 62 Resort Hotel 62 0 5 2015
## 63 63 Resort Hotel 63 0 17 2015
## 64 64 Resort Hotel 64 0 93 2015
## 65 65 Resort Hotel 65 1 3 2015
## 66 66 Resort Hotel 66 0 10 2015
## 67 67 Resort Hotel 67 0 3 2015
## 68 68 Resort Hotel 68 0 51 2015
## 69 69 Resort Hotel 69 1 71 2015
## 70 70 Resort Hotel 70 1 63 2015
## 71 71 Resort Hotel 71 1 62 2015
## 72 72 Resort Hotel 72 1 101 2015
## 73 73 Resort Hotel 73 0 2 2015
## 74 74 Resort Hotel 74 0 15 2015
## 75 75 Resort Hotel 75 1 51 2015
## 76 76 Resort Hotel 76 0 3 2015
## 77 77 Resort Hotel 77 1 48 2015
## 78 78 Resort Hotel 78 0 2 2015
## 79 79 Resort Hotel 79 0 72 2015
## 80 80 Resort Hotel 80 0 81 2015
## 81 81 Resort Hotel 81 0 99 2015
## 82 82 Resort Hotel 82 1 368 2015
## 83 83 Resort Hotel 83 0 364 2015
## 84 84 Resort Hotel 84 1 81 2015
## 85 85 Resort Hotel 85 0 99 2015
## 86 86 Resort Hotel 86 0 324 2015
## 87 87 Resort Hotel 87 0 69 2015
## 88 88 Resort Hotel 88 1 79 2015
## 89 89 Resort Hotel 89 0 12 2015
## 90 90 Resort Hotel 90 0 9 2015
## 91 91 Resort Hotel 91 0 1 2015
## 92 92 Resort Hotel 92 0 21 2015
## 93 93 Resort Hotel 93 0 9 2015
## 94 94 Resort Hotel 94 0 109 2015
## 95 95 Resort Hotel 95 1 109 2015
## 96 96 Resort Hotel 96 1 72 2015
## 97 97 Resort Hotel 97 1 63 2015
## 98 98 Resort Hotel 98 0 63 2015
## 99 99 Resort Hotel 99 0 101 2015
## 100 100 Resort Hotel 100 0 102 2015
## 101 101 Resort Hotel 101 0 4 2015
## 102 102 Resort Hotel 102 0 98 2015
## 103 103 Resort Hotel 103 0 92 2015
## 104 104 Resort Hotel 104 0 95 2015
## 105 105 Resort Hotel 105 0 102 2015
## 106 106 Resort Hotel 106 1 26 2015
## 107 107 Resort Hotel 107 1 73 2015
## 108 108 Resort Hotel 108 1 102 2015
## 109 109 Resort Hotel 109 0 115 2015
## 110 110 Resort Hotel 110 0 102 2015
## 111 111 Resort Hotel 111 0 86 2015
## 112 112 Resort Hotel 112 0 78 2015
## 113 113 Resort Hotel 113 0 52 2015
## 114 114 Resort Hotel 114 0 29 2015
## 115 115 Resort Hotel 115 1 101 2015
## 116 116 Resort Hotel 116 0 109 2015
## 117 117 Resort Hotel 117 0 92 2015
## 118 118 Resort Hotel 118 0 92 2015
## 119 119 Resort Hotel 119 0 79 2015
## 120 120 Resort Hotel 120 0 2 2015
## 121 121 Resort Hotel 121 0 30 2015
## 122 122 Resort Hotel 122 1 51 2015
## 123 123 Resort Hotel 123 1 36 2015
## 124 124 Resort Hotel 124 1 73 2015
## 125 125 Resort Hotel 125 1 33 2015
## 126 126 Resort Hotel 126 0 32 2015
## 127 127 Resort Hotel 127 0 8 2015
## 128 128 Resort Hotel 128 0 100 2015
## 129 129 Resort Hotel 129 0 1 2015
## 130 130 Resort Hotel 130 0 100 2015
## 131 131 Resort Hotel 131 0 100 2015
## 132 132 Resort Hotel 132 0 9 2015
## 133 133 Resort Hotel 133 1 5 2015
## 134 134 Resort Hotel 134 0 0 2015
## 135 135 Resort Hotel 135 0 9 2015
## 136 136 Resort Hotel 136 0 2 2015
## 137 137 Resort Hotel 137 0 2 2015
## 138 138 Resort Hotel 138 0 9 2015
## 139 139 Resort Hotel 139 1 5 2015
## 140 140 Resort Hotel 140 0 2 2015
## 141 141 Resort Hotel 141 0 44 2015
## 142 142 Resort Hotel 142 0 80 2015
## 143 143 Resort Hotel 143 0 97 2015
## 144 144 Resort Hotel 144 0 109 2015
## 145 145 Resort Hotel 145 0 30 2015
## 146 146 Resort Hotel 146 0 64 2015
## 147 147 Resort Hotel 147 0 39 2015
## 148 148 Resort Hotel 148 0 90 2015
## 149 149 Resort Hotel 149 1 34 2015
## 150 150 Resort Hotel 150 1 93 2015
## 151 151 Resort Hotel 151 0 97 2015
## 152 152 Resort Hotel 152 0 29 2015
## 153 153 Resort Hotel 153 1 101 2015
## 154 154 Resort Hotel 154 0 27 2015
## 155 155 Resort Hotel 155 0 8 2015
## 156 156 Resort Hotel 156 0 82 2015
## 157 157 Resort Hotel 157 0 94 2015
## 158 158 Resort Hotel 158 0 110 2015
## 159 159 Resort Hotel 159 0 96 2015
## 160 160 Resort Hotel 160 0 79 2015
## 161 161 Resort Hotel 161 0 115 2015
## 162 162 Resort Hotel 162 0 111 2015
## 163 163 Resort Hotel 163 0 51 2015
## 164 164 Resort Hotel 164 0 94 2015
## 165 165 Resort Hotel 165 0 81 2015
## 166 166 Resort Hotel 166 0 84 2015
## 167 167 Resort Hotel 167 0 51 2015
## 168 168 Resort Hotel 168 0 111 2015
## 169 169 Resort Hotel 169 0 0 2015
## 170 170 Resort Hotel 170 0 2 2015
## 171 171 Resort Hotel 171 0 7 2015
## 172 172 Resort Hotel 172 0 98 2015
## 173 173 Resort Hotel 173 0 95 2015
## 174 174 Resort Hotel 174 1 48 2015
## 175 175 Resort Hotel 175 0 66 2015
## 176 176 Resort Hotel 176 0 104 2015
## 177 177 Resort Hotel 177 0 28 2015
## 178 178 Resort Hotel 178 0 34 2015
## 179 179 Resort Hotel 179 0 98 2015
## 180 180 Resort Hotel 180 0 104 2015
## 181 181 Resort Hotel 181 0 68 2015
## 182 182 Resort Hotel 182 1 86 2015
## 183 183 Resort Hotel 183 0 258 2015
## 184 184 Resort Hotel 184 0 111 2015
## 185 185 Resort Hotel 185 1 94 2015
## 186 186 Resort Hotel 186 0 112 2015
## 187 187 Resort Hotel 187 0 100 2015
## 188 188 Resort Hotel 188 0 33 2015
## 189 189 Resort Hotel 189 0 97 2015
## 190 190 Resort Hotel 190 0 80 2015
## 191 191 Resort Hotel 191 0 90 2015
## 192 192 Resort Hotel 192 0 111 2015
## 193 193 Resort Hotel 193 0 65 2015
## 194 194 Resort Hotel 194 1 67 2015
## 195 195 Resort Hotel 195 0 55 2015
## 196 196 Resort Hotel 196 0 21 2015
## 197 197 Resort Hotel 197 0 8 2015
## 198 198 Resort Hotel 198 0 8 2015
## 199 199 Resort Hotel 199 0 0 2015
## 200 200 Resort Hotel 200 0 0 2015
## 201 201 Resort Hotel 201 0 0 2015
## 202 202 Resort Hotel 202 0 8 2015
## 203 203 Resort Hotel 203 0 66 2015
## 204 204 Resort Hotel 204 0 88 2015
## 205 205 Resort Hotel 205 0 0 2015
## 206 206 Resort Hotel 206 1 43 2015
## 207 207 Resort Hotel 207 1 88 2015
## 208 208 Resort Hotel 208 0 54 2015
## 209 209 Resort Hotel 209 1 292 2015
## 210 210 Resort Hotel 210 0 112 2015
## 211 211 Resort Hotel 211 0 68 2015
## 212 212 Resort Hotel 212 0 7 2015
## 213 213 Resort Hotel 213 0 1 2015
## 214 214 Resort Hotel 214 1 113 2015
## 215 215 Resort Hotel 215 0 5 2015
## 216 216 Resort Hotel 216 0 83 2015
## 217 217 Resort Hotel 217 1 105 2015
## 218 218 Resort Hotel 218 0 0 2015
## 219 219 Resort Hotel 219 1 1 2015
## 220 220 Resort Hotel 220 1 1 2015
## 221 221 Resort Hotel 221 0 1 2015
## 222 222 Resort Hotel 222 1 102 2015
## 223 223 Resort Hotel 223 0 113 2015
## 224 224 Resort Hotel 224 1 280 2015
## 225 225 Resort Hotel 225 0 96 2015
## 226 226 Resort Hotel 226 0 394 2015
## 227 227 Resort Hotel 227 0 33 2015
## 228 228 Resort Hotel 228 0 82 2015
## 229 229 Resort Hotel 229 0 100 2015
## 230 230 Resort Hotel 230 0 100 2015
## 231 231 Resort Hotel 231 0 17 2015
## 232 232 Resort Hotel 232 0 68 2015
## 233 233 Resort Hotel 233 0 12 2015
## 234 234 Resort Hotel 234 1 77 2015
## 235 235 Resort Hotel 235 1 24 2015
## 236 236 Resort Hotel 236 1 44 2015
## 237 237 Resort Hotel 237 0 78 2015
## 238 238 Resort Hotel 238 1 17 2015
## 239 239 Resort Hotel 239 1 103 2015
## 240 240 Resort Hotel 240 0 16 2015
## 241 241 Resort Hotel 241 0 14 2015
## 242 242 Resort Hotel 242 0 77 2015
## 243 243 Resort Hotel 243 0 90 2015
## 244 244 Resort Hotel 244 0 90 2015
## 245 245 Resort Hotel 245 0 90 2015
## 246 246 Resort Hotel 246 0 366 2015
## 247 247 Resort Hotel 247 0 249 2015
## 248 248 Resort Hotel 248 1 69 2015
## 249 249 Resort Hotel 249 0 10 2015
## 250 250 Resort Hotel 250 0 22 2015
## 251 251 Resort Hotel 251 0 91 2015
## 252 252 Resort Hotel 252 0 23 2015
## 253 253 Resort Hotel 253 0 11 2015
## 254 254 Resort Hotel 254 0 3 2015
## 255 255 Resort Hotel 255 0 13 2015
## 256 256 Resort Hotel 256 0 108 2015
## 257 257 Resort Hotel 257 0 91 2015
## 258 258 Resort Hotel 258 0 37 2015
## 259 259 Resort Hotel 259 0 21 2015
## 260 260 Resort Hotel 260 0 106 2015
## 261 261 Resort Hotel 261 0 30 2015
## 262 262 Resort Hotel 262 0 30 2015
## 263 263 Resort Hotel 263 1 51 2015
## 264 264 Resort Hotel 264 0 79 2015
## 265 265 Resort Hotel 265 0 21 2015
## 266 266 Resort Hotel 266 0 35 2015
## 267 267 Resort Hotel 267 0 78 2015
## 268 268 Resort Hotel 268 0 31 2015
## 269 269 Resort Hotel 269 0 78 2015
## 270 270 Resort Hotel 270 0 78 2015
## 271 271 Resort Hotel 271 0 44 2015
## 272 272 Resort Hotel 272 0 34 2015
## 273 273 Resort Hotel 273 0 87 2015
## 274 274 Resort Hotel 274 0 11 2015
## 275 275 Resort Hotel 275 0 115 2015
## 276 276 Resort Hotel 276 0 86 2015
## 277 277 Resort Hotel 277 0 41 2015
## 278 278 Resort Hotel 278 0 32 2015
## 279 279 Resort Hotel 279 0 34 2015
## 280 280 Resort Hotel 280 0 34 2015
## 281 281 Resort Hotel 281 1 100 2015
## 282 282 Resort Hotel 282 0 44 2015
## 283 283 Resort Hotel 283 0 304 2015
## 284 284 Resort Hotel 284 1 36 2015
## 285 285 Resort Hotel 285 0 117 2015
## 286 286 Resort Hotel 286 0 70 2015
## 287 287 Resort Hotel 287 0 110 2015
## 288 288 Resort Hotel 288 1 109 2015
## 289 289 Resort Hotel 289 0 33 2015
## 290 290 Resort Hotel 290 0 33 2015
## 291 291 Resort Hotel 291 0 33 2015
## 292 292 Resort Hotel 292 0 0 2015
## 293 293 Resort Hotel 293 0 0 2015
## 294 294 Resort Hotel 294 0 0 2015
## 295 295 Resort Hotel 295 0 0 2015
## 296 296 Resort Hotel 296 0 84 2015
## 297 297 Resort Hotel 297 0 71 2015
## 298 298 Resort Hotel 298 0 16 2015
## 299 299 Resort Hotel 299 0 54 2015
## 300 300 Resort Hotel 300 0 8 2015
## 301 301 Resort Hotel 301 0 36 2015
## 302 302 Resort Hotel 302 0 40 2015
## 303 303 Resort Hotel 303 1 59 2015
## 304 304 Resort Hotel 304 0 79 2015
## 305 305 Resort Hotel 305 0 32 2015
## 306 306 Resort Hotel 306 0 110 2015
## 307 307 Resort Hotel 307 0 33 2015
## 308 308 Resort Hotel 308 0 53 2015
## 309 309 Resort Hotel 309 0 2 2015
## 310 310 Resort Hotel 310 0 8 2015
## 311 311 Resort Hotel 311 1 72 2015
## 312 312 Resort Hotel 312 0 12 2015
## 313 313 Resort Hotel 313 0 48 2015
## 314 314 Resort Hotel 314 0 90 2015
## 315 315 Resort Hotel 315 0 34 2015
## 316 316 Resort Hotel 316 1 58 2015
## 317 317 Resort Hotel 317 0 59 2015
## 318 318 Resort Hotel 318 0 90 2015
## 319 319 Resort Hotel 319 0 116 2015
## 320 320 Resort Hotel 320 0 31 2015
## 321 321 Resort Hotel 321 1 51 2015
## 322 322 Resort Hotel 322 0 48 2015
## 323 323 Resort Hotel 323 0 59 2015
## 324 324 Resort Hotel 324 1 97 2015
## 325 325 Resort Hotel 325 0 12 2015
## 326 326 Resort Hotel 326 0 64 2015
## 327 327 Resort Hotel 327 0 31 2015
## 328 328 Resort Hotel 328 0 59 2015
## 329 329 Resort Hotel 329 1 55 2015
## 330 330 Resort Hotel 330 0 81 2015
## 331 331 Resort Hotel 331 0 1 2015
## 332 332 Resort Hotel 332 0 34 2015
## 333 333 Resort Hotel 333 0 13 2015
## 334 334 Resort Hotel 334 0 40 2015
## 335 335 Resort Hotel 335 0 1 2015
## 336 336 Resort Hotel 336 0 34 2015
## 337 337 Resort Hotel 337 0 88 2015
## 338 338 Resort Hotel 338 0 9 2015
## 339 339 Resort Hotel 339 1 24 2015
## 340 340 Resort Hotel 340 0 97 2015
## 341 341 Resort Hotel 341 0 60 2015
## 342 342 Resort Hotel 342 0 100 2015
## 343 343 Resort Hotel 343 0 50 2015
## 344 344 Resort Hotel 344 1 47 2015
## 345 345 Resort Hotel 345 0 8 2015
## 346 346 Resort Hotel 346 0 34 2015
## 347 347 Resort Hotel 347 0 47 2015
## 348 348 Resort Hotel 348 0 115 2015
## 349 349 Resort Hotel 349 1 79 2015
## 350 350 Resort Hotel 350 0 91 2015
## 351 351 Resort Hotel 351 0 98 2015
## 352 352 Resort Hotel 352 0 109 2015
## 353 353 Resort Hotel 353 0 0 2015
## 354 354 Resort Hotel 354 0 98 2015
## 355 355 Resort Hotel 355 0 0 2015
## 356 356 Resort Hotel 356 0 9 2015
## 357 357 Resort Hotel 357 0 62 2015
## 358 358 Resort Hotel 358 1 45 2015
## 359 359 Resort Hotel 359 0 42 2015
## 360 360 Resort Hotel 360 0 54 2015
## 361 361 Resort Hotel 361 0 51 2015
## 362 362 Resort Hotel 362 0 54 2015
## 363 363 Resort Hotel 363 0 58 2015
## 364 364 Resort Hotel 364 0 0 2015
## 365 365 Resort Hotel 365 1 60 2015
## 366 366 Resort Hotel 366 1 321 2015
## 367 367 Resort Hotel 367 0 40 2015
## 368 368 Resort Hotel 368 1 51 2015
## 369 369 Resort Hotel 369 0 38 2015
## 370 370 Resort Hotel 370 1 75 2015
## 371 371 Resort Hotel 371 0 101 2015
## 372 372 Resort Hotel 372 1 42 2015
## 373 373 Resort Hotel 373 0 40 2015
## 374 374 Resort Hotel 374 0 109 2015
## 375 375 Resort Hotel 375 1 81 2015
## 376 376 Resort Hotel 376 1 98 2015
## 377 377 Resort Hotel 377 0 32 2015
## 378 378 Resort Hotel 378 0 72 2015
## 379 379 Resort Hotel 379 0 115 2015
## 380 380 Resort Hotel 380 0 118 2015
## 381 381 Resort Hotel 381 0 81 2015
## 382 382 Resort Hotel 382 1 95 2015
## 383 383 Resort Hotel 383 0 16 2015
## 384 384 Resort Hotel 384 0 56 2015
## 385 385 Resort Hotel 385 0 88 2015
## 386 386 Resort Hotel 386 0 41 2015
## 387 387 Resort Hotel 387 1 40 2015
## 388 388 Resort Hotel 388 0 1 2015
## 389 389 Resort Hotel 389 0 1 2015
## 390 390 Resort Hotel 390 0 1 2015
## 391 391 Resort Hotel 391 1 76 2015
## 392 392 Resort Hotel 392 0 0 2015
## 393 393 Resort Hotel 393 0 49 2015
## 394 394 Resort Hotel 394 0 76 2015
## 395 395 Resort Hotel 395 0 73 2015
## 396 396 Resort Hotel 396 0 73 2015
## 397 397 Resort Hotel 397 0 317 2015
## 398 398 Resort Hotel 398 1 112 2015
## 399 399 Resort Hotel 399 0 6 2015
## 400 400 Resort Hotel 400 0 8 2015
## 401 401 Resort Hotel 401 1 96 2015
## 402 402 Resort Hotel 402 1 96 2015
## 403 403 Resort Hotel 403 0 99 2015
## 404 404 Resort Hotel 404 0 66 2015
## 405 405 Resort Hotel 405 0 38 2015
## 406 406 Resort Hotel 406 0 38 2015
## 407 407 Resort Hotel 407 0 113 2015
## 408 408 Resort Hotel 408 0 0 2015
## 409 409 Resort Hotel 409 1 62 2015
## 410 410 Resort Hotel 410 1 39 2015
## 411 411 Resort Hotel 411 0 37 2015
## 412 412 Resort Hotel 412 1 58 2015
## 413 413 Resort Hotel 413 0 37 2015
## 414 414 Resort Hotel 414 0 57 2015
## 415 415 Resort Hotel 415 0 57 2015
## 416 416 Resort Hotel 416 0 57 2015
## 417 417 Resort Hotel 417 0 57 2015
## 418 418 Resort Hotel 418 0 57 2015
## 419 419 Resort Hotel 419 0 83 2015
## 420 420 Resort Hotel 420 0 57 2015
## 421 421 Resort Hotel 421 0 57 2015
## 422 422 Resort Hotel 422 1 57 2015
## 423 423 Resort Hotel 423 0 57 2015
## 424 424 Resort Hotel 424 0 57 2015
## 425 425 Resort Hotel 425 0 57 2015
## 426 426 Resort Hotel 426 0 57 2015
## 427 427 Resort Hotel 427 0 57 2015
## 428 428 Resort Hotel 428 0 57 2015
## 429 429 Resort Hotel 429 0 57 2015
## 430 430 Resort Hotel 430 0 57 2015
## 431 431 Resort Hotel 431 0 57 2015
## 432 432 Resort Hotel 432 0 57 2015
## 433 433 Resort Hotel 433 0 57 2015
## 434 434 Resort Hotel 434 0 57 2015
## 435 435 Resort Hotel 435 1 66 2015
## 436 436 Resort Hotel 436 0 13 2015
## 437 437 Resort Hotel 437 0 50 2015
## 438 438 Resort Hotel 438 1 48 2015
## 439 439 Resort Hotel 439 1 0 2015
## 440 440 Resort Hotel 440 0 7 2015
## 441 441 Resort Hotel 441 0 0 2015
## 442 442 Resort Hotel 442 1 66 2015
## 443 443 Resort Hotel 443 0 13 2015
## 444 444 Resort Hotel 444 0 66 2015
## 445 445 Resort Hotel 445 0 10 2015
## 446 446 Resort Hotel 446 1 10 2015
## 447 447 Resort Hotel 447 1 58 2015
## 448 448 Resort Hotel 448 1 17 2015
## 449 449 Resort Hotel 449 0 19 2015
## 450 450 Resort Hotel 450 0 10 2015
## 451 451 Resort Hotel 451 1 12 2015
## 452 452 Resort Hotel 452 0 10 2015
## 453 453 Resort Hotel 453 0 63 2015
## 454 454 Resort Hotel 454 1 35 2015
## 455 455 Resort Hotel 455 0 113 2015
## 456 456 Resort Hotel 456 1 35 2015
## 457 457 Resort Hotel 457 0 68 2015
## 458 458 Resort Hotel 458 0 113 2015
## 459 459 Resort Hotel 459 0 21 2015
## 460 460 Resort Hotel 460 0 6 2015
## 461 461 Resort Hotel 461 0 7 2015
## 462 462 Resort Hotel 462 0 17 2015
## 463 463 Resort Hotel 463 0 1 2015
## 464 464 Resort Hotel 464 0 2 2015
## 465 465 Resort Hotel 465 1 15 2015
## 466 466 Resort Hotel 466 1 7 2015
## 467 467 Resort Hotel 467 0 11 2015
## 468 468 Resort Hotel 468 1 6 2015
## 469 469 Resort Hotel 469 0 1 2015
## 470 470 Resort Hotel 470 0 1 2015
## 471 471 Resort Hotel 471 0 48 2015
## 472 472 Resort Hotel 472 0 15 2015
## 473 473 Resort Hotel 473 1 3 2015
## 474 474 Resort Hotel 474 1 23 2015
## 475 475 Resort Hotel 475 0 53 2015
## 476 476 Resort Hotel 476 0 53 2015
## 477 477 Resort Hotel 477 0 94 2015
## 478 478 Resort Hotel 478 0 64 2015
## 479 479 Resort Hotel 479 0 53 2015
## 480 480 Resort Hotel 480 0 53 2015
## 481 481 Resort Hotel 481 0 64 2015
## 482 482 Resort Hotel 482 0 53 2015
## 483 483 Resort Hotel 483 0 24 2015
## 484 484 Resort Hotel 484 0 24 2015
## 485 485 Resort Hotel 485 0 23 2015
## 486 486 Resort Hotel 486 0 53 2015
## 487 487 Resort Hotel 487 1 23 2015
## 488 488 Resort Hotel 488 0 90 2015
## 489 489 Resort Hotel 489 0 79 2015
## 490 490 Resort Hotel 490 0 43 2015
## 491 491 Resort Hotel 491 0 90 2015
## 492 492 Resort Hotel 492 0 65 2015
## 493 493 Resort Hotel 493 0 65 2015
## 494 494 Resort Hotel 494 0 99 2015
## 495 495 Resort Hotel 495 0 25 2015
## 496 496 Resort Hotel 496 0 92 2015
## 497 497 Resort Hotel 497 0 91 2015
## 498 498 Resort Hotel 498 0 38 2015
## 499 499 Resort Hotel 499 0 6 2015
## 500 500 Resort Hotel 500 0 38 2015
## 501 501 Resort Hotel 501 0 13 2015
## 502 502 Resort Hotel 502 1 32 2015
## 503 503 Resort Hotel 503 0 315 2015
## 504 504 Resort Hotel 504 0 8 2015
## 505 505 Resort Hotel 505 1 0 2015
## 506 506 Resort Hotel 506 0 91 2015
## 507 507 Resort Hotel 507 0 3 2015
## 508 508 Resort Hotel 508 0 9 2015
## 509 509 Resort Hotel 509 0 19 2015
## 510 510 Resort Hotel 510 0 25 2015
## 511 511 Resort Hotel 511 0 108 2015
## 512 512 Resort Hotel 512 1 37 2015
## 513 513 Resort Hotel 513 0 45 2015
## 514 514 Resort Hotel 514 0 64 2015
## 515 515 Resort Hotel 515 0 44 2015
## 516 516 Resort Hotel 516 0 26 2015
## 517 517 Resort Hotel 517 1 96 2015
## 518 518 Resort Hotel 518 1 123 2015
## 519 519 Resort Hotel 519 1 42 2015
## 520 520 Resort Hotel 520 0 59 2015
## 521 521 Resort Hotel 521 0 28 2015
## 522 522 Resort Hotel 522 0 106 2015
## 523 523 Resort Hotel 523 0 1 2015
## 524 524 Resort Hotel 524 0 0 2015
## 525 525 Resort Hotel 525 0 4 2015
## 526 526 Resort Hotel 526 0 3 2015
## 527 527 Resort Hotel 527 0 73 2015
## 528 528 Resort Hotel 528 0 44 2015
## 529 529 Resort Hotel 529 0 95 2015
## 530 530 Resort Hotel 530 0 94 2015
## 531 531 Resort Hotel 531 1 40 2015
## 532 532 Resort Hotel 532 0 64 2015
## 533 533 Resort Hotel 533 0 64 2015
## 534 534 Resort Hotel 534 0 94 2015
## 535 535 Resort Hotel 535 0 57 2015
## 536 536 Resort Hotel 536 1 60 2015
## 537 537 Resort Hotel 537 0 57 2015
## 538 538 Resort Hotel 538 0 87 2015
## 539 539 Resort Hotel 539 0 0 2015
## 540 540 Resort Hotel 540 0 0 2015
## 541 541 Resort Hotel 541 0 6 2015
## 542 542 Resort Hotel 542 0 0 2015
## 543 543 Resort Hotel 543 0 19 2015
## 544 544 Resort Hotel 544 0 4 2015
## 545 545 Resort Hotel 545 1 59 2015
## 546 546 Resort Hotel 546 0 44 2015
## 547 547 Resort Hotel 547 1 37 2015
## 548 548 Resort Hotel 548 0 66 2015
## 549 549 Resort Hotel 549 1 38 2015
## 550 550 Resort Hotel 550 1 62 2015
## 551 551 Resort Hotel 551 0 41 2015
## 552 552 Resort Hotel 552 1 60 2015
## 553 553 Resort Hotel 553 0 104 2015
## 554 554 Resort Hotel 554 1 62 2015
## 555 555 Resort Hotel 555 0 117 2015
## 556 556 Resort Hotel 556 1 31 2015
## 557 557 Resort Hotel 557 0 34 2015
## 558 558 Resort Hotel 558 0 47 2015
## 559 559 Resort Hotel 559 1 24 2015
## 560 560 Resort Hotel 560 1 104 2015
## 561 561 Resort Hotel 561 0 104 2015
## 562 562 Resort Hotel 562 0 32 2015
## 563 563 Resort Hotel 563 1 47 2015
## 564 564 Resort Hotel 564 0 29 2015
## 565 565 Resort Hotel 565 0 30 2015
## 566 566 Resort Hotel 566 0 123 2015
## 567 567 Resort Hotel 567 0 14 2015
## 568 568 Resort Hotel 568 1 118 2015
## 569 569 Resort Hotel 569 0 0 2015
## 570 570 Resort Hotel 570 0 0 2015
## 571 571 Resort Hotel 571 0 79 2015
## 572 572 Resort Hotel 572 0 63 2015
## 573 573 Resort Hotel 573 0 68 2015
## 574 574 Resort Hotel 574 0 96 2015
## 575 575 Resort Hotel 575 1 41 2015
## 576 576 Resort Hotel 576 0 46 2015
## 577 577 Resort Hotel 577 1 41 2015
## 578 578 Resort Hotel 578 1 60 2015
## 579 579 Resort Hotel 579 0 41 2015
## 580 580 Resort Hotel 580 1 69 2015
## 581 581 Resort Hotel 581 1 41 2015
## 582 582 Resort Hotel 582 0 52 2015
## 583 583 Resort Hotel 583 1 41 2015
## 584 584 Resort Hotel 584 0 89 2015
## 585 585 Resort Hotel 585 1 28 2015
## 586 586 Resort Hotel 586 0 65 2015
## 587 587 Resort Hotel 587 0 82 2015
## 588 588 Resort Hotel 588 0 42 2015
## 589 589 Resort Hotel 589 0 62 2015
## 590 590 Resort Hotel 590 1 86 2015
## 591 591 Resort Hotel 591 1 118 2015
## 592 592 Resort Hotel 592 0 28 2015
## 593 593 Resort Hotel 593 1 52 2015
## 594 594 Resort Hotel 594 1 49 2015
## 595 595 Resort Hotel 595 0 39 2015
## 596 596 Resort Hotel 596 0 39 2015
## 597 597 Resort Hotel 597 0 39 2015
## 598 598 Resort Hotel 598 1 7 2015
## 599 599 Resort Hotel 599 1 7 2015
## 600 600 Resort Hotel 600 1 42 2015
## 601 601 Resort Hotel 601 0 5 2015
## 602 602 Resort Hotel 602 1 81 2015
## 603 603 Resort Hotel 603 1 63 2015
## 604 604 Resort Hotel 604 0 61 2015
## 605 605 Resort Hotel 605 0 8 2015
## 606 606 Resort Hotel 606 0 89 2015
## 607 607 Resort Hotel 607 0 57 2015
## 608 608 Resort Hotel 608 0 102 2015
## 609 609 Resort Hotel 609 0 108 2015
## 610 610 Resort Hotel 610 0 28 2015
## 611 611 Resort Hotel 611 0 29 2015
## 612 612 Resort Hotel 612 0 0 2015
## 613 613 Resort Hotel 613 1 96 2015
## 614 614 Resort Hotel 614 1 44 2015
## 615 615 Resort Hotel 615 0 44 2015
## 616 616 Resort Hotel 616 1 44 2015
## 617 617 Resort Hotel 617 1 44 2015
## 618 618 Resort Hotel 618 1 41 2015
## 619 619 Resort Hotel 619 0 16 2015
## 620 620 Resort Hotel 620 0 73 2015
## 621 621 Resort Hotel 621 0 3 2015
## 622 622 Resort Hotel 622 0 0 2015
## 623 623 Resort Hotel 623 1 55 2015
## 624 624 Resort Hotel 624 0 33 2015
## 625 625 Resort Hotel 625 1 19 2015
## 626 626 Resort Hotel 626 1 55 2015
## 627 627 Resort Hotel 627 0 33 2015
## 628 628 Resort Hotel 628 1 19 2015
## 629 629 Resort Hotel 629 1 19 2015
## 630 630 Resort Hotel 630 0 117 2015
## 631 631 Resort Hotel 631 1 72 2015
## 632 632 Resort Hotel 632 1 19 2015
## 633 633 Resort Hotel 633 0 34 2015
## 634 634 Resort Hotel 634 0 9 2015
## 635 635 Resort Hotel 635 0 8 2015
## 636 636 Resort Hotel 636 1 36 2015
## 637 637 Resort Hotel 637 0 22 2015
## 638 638 Resort Hotel 638 0 22 2015
## 639 639 Resort Hotel 639 0 22 2015
## 640 640 Resort Hotel 640 0 36 2015
## 641 641 Resort Hotel 641 0 22 2015
## 642 642 Resort Hotel 642 1 22 2015
## 643 643 Resort Hotel 643 0 18 2015
## 644 644 Resort Hotel 644 0 8 2015
## 645 645 Resort Hotel 645 1 67 2015
## 646 646 Resort Hotel 646 1 105 2015
## 647 647 Resort Hotel 647 0 1 2015
## 648 648 Resort Hotel 648 1 67 2015
## 649 649 Resort Hotel 649 0 39 2015
## 650 650 Resort Hotel 650 1 45 2015
## 651 651 Resort Hotel 651 1 45 2015
## 652 652 Resort Hotel 652 0 14 2015
## 653 653 Resort Hotel 653 1 53 2015
## 654 654 Resort Hotel 654 0 28 2015
## 655 655 Resort Hotel 655 0 55 2015
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## 2609 2609 Resort Hotel 2609 1 165 2015
## 2610 2610 Resort Hotel 2610 1 165 2015
## 2611 2611 Resort Hotel 2611 0 27 2015
## 2612 2612 Resort Hotel 2612 1 165 2015
## 2613 2613 Resort Hotel 2613 1 165 2015
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## 2621 2621 Resort Hotel 2621 0 30 2015
## 2622 2622 Resort Hotel 2622 1 7 2015
## 2623 2623 Resort Hotel 2623 0 11 2015
## 2624 2624 Resort Hotel 2624 1 111 2015
## 2625 2625 Resort Hotel 2625 0 0 2015
## 2626 2626 Resort Hotel 2626 1 148 2015
## 2627 2627 Resort Hotel 2627 1 148 2015
## 2628 2628 Resort Hotel 2628 1 148 2015
## 2629 2629 Resort Hotel 2629 1 148 2015
## 2630 2630 Resort Hotel 2630 1 148 2015
## 2631 2631 Resort Hotel 2631 1 148 2015
## 2632 2632 Resort Hotel 2632 1 148 2015
## 2633 2633 Resort Hotel 2633 1 148 2015
## 2634 2634 Resort Hotel 2634 1 148 2015
## 2635 2635 Resort Hotel 2635 1 148 2015
## 2636 2636 Resort Hotel 2636 1 148 2015
## 2637 2637 Resort Hotel 2637 1 148 2015
## 2638 2638 Resort Hotel 2638 1 148 2015
## 2639 2639 Resort Hotel 2639 1 148 2015
## 2640 2640 Resort Hotel 2640 1 148 2015
## 2641 2641 Resort Hotel 2641 1 148 2015
## 2642 2642 Resort Hotel 2642 1 148 2015
## 2643 2643 Resort Hotel 2643 1 148 2015
## 2644 2644 Resort Hotel 2644 1 53 2015
## 2645 2645 Resort Hotel 2645 1 148 2015
## 2646 2646 Resort Hotel 2646 1 148 2015
## 2647 2647 Resort Hotel 2647 1 148 2015
## 2648 2648 Resort Hotel 2648 1 148 2015
## 2649 2649 Resort Hotel 2649 1 148 2015
## 2650 2650 Resort Hotel 2650 1 148 2015
## 2651 2651 Resort Hotel 2651 1 53 2015
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## 2655 2655 Resort Hotel 2655 1 148 2015
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## 2659 2659 Resort Hotel 2659 1 148 2015
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## 2663 2663 Resort Hotel 2663 1 99 2015
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## 2671 2671 Resort Hotel 2671 0 98 2015
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## 2695 2695 Resort Hotel 2695 1 25 2015
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## 2699 2699 Resort Hotel 2699 1 114 2015
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## 2724 2724 Resort Hotel 2724 0 49 2015
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## 2769 2769 Resort Hotel 2769 0 5 2015
## 2770 2770 Resort Hotel 2770 1 155 2015
## 2771 2771 Resort Hotel 2771 1 155 2015
## 2772 2772 Resort Hotel 2772 0 155 2015
## 2773 2773 Resort Hotel 2773 1 155 2015
## 2774 2774 Resort Hotel 2774 0 155 2015
## 2775 2775 Resort Hotel 2775 1 155 2015
## 2776 2776 Resort Hotel 2776 1 155 2015
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## 2781 2781 Resort Hotel 2781 0 8 2015
## 2782 2782 Resort Hotel 2782 0 0 2015
## 2783 2783 Resort Hotel 2783 1 155 2015
## 2784 2784 Resort Hotel 2784 1 155 2015
## 2785 2785 Resort Hotel 2785 1 155 2015
## 2786 2786 Resort Hotel 2786 1 155 2015
## 2787 2787 Resort Hotel 2787 0 1 2015
## 2788 2788 Resort Hotel 2788 1 155 2015
## 2789 2789 Resort Hotel 2789 0 155 2015
## 2790 2790 Resort Hotel 2790 1 155 2015
## 2791 2791 Resort Hotel 2791 1 155 2015
## 2792 2792 Resort Hotel 2792 0 155 2015
## 2793 2793 Resort Hotel 2793 1 155 2015
## 2794 2794 Resort Hotel 2794 0 155 2015
## 2795 2795 Resort Hotel 2795 1 155 2015
## 2796 2796 Resort Hotel 2796 1 155 2015
## 2797 2797 Resort Hotel 2797 0 4 2015
## 2798 2798 Resort Hotel 2798 0 3 2015
## 2799 2799 Resort Hotel 2799 0 4 2015
## 2800 2800 Resort Hotel 2800 1 3 2015
## 2801 2801 Resort Hotel 2801 0 54 2015
## 2802 2802 Resort Hotel 2802 0 3 2015
## 2803 2803 Resort Hotel 2803 0 1 2015
## 2804 2804 Resort Hotel 2804 0 0 2015
## 2805 2805 Resort Hotel 2805 0 155 2015
## 2806 2806 Resort Hotel 2806 0 155 2015
## 2807 2807 Resort Hotel 2807 1 155 2015
## 2808 2808 Resort Hotel 2808 0 0 2015
## 2809 2809 Resort Hotel 2809 0 155 2015
## 2810 2810 Resort Hotel 2810 0 155 2015
## 2811 2811 Resort Hotel 2811 0 155 2015
## 2812 2812 Resort Hotel 2812 1 155 2015
## 2813 2813 Resort Hotel 2813 1 155 2015
## 2814 2814 Resort Hotel 2814 1 155 2015
## 2815 2815 Resort Hotel 2815 1 155 2015
## 2816 2816 Resort Hotel 2816 1 155 2015
## 2817 2817 Resort Hotel 2817 1 1 2015
## 2818 2818 Resort Hotel 2818 0 2 2015
## 2819 2819 Resort Hotel 2819 1 74 2015
## 2820 2820 Resort Hotel 2820 0 2 2015
## 2821 2821 Resort Hotel 2821 1 11 2015
## 2822 2822 Resort Hotel 2822 0 12 2015
## 2823 2823 Resort Hotel 2823 0 155 2015
## 2824 2824 Resort Hotel 2824 0 0 2015
## 2825 2825 Resort Hotel 2825 0 155 2015
## 2826 2826 Resort Hotel 2826 0 0 2015
## 2827 2827 Resort Hotel 2827 1 75 2015
## 2828 2828 Resort Hotel 2828 1 128 2015
## 2829 2829 Resort Hotel 2829 1 128 2015
## 2830 2830 Resort Hotel 2830 1 51 2015
## 2831 2831 Resort Hotel 2831 0 25 2015
## 2832 2832 Resort Hotel 2832 1 81 2015
## 2833 2833 Resort Hotel 2833 0 39 2015
## 2834 2834 Resort Hotel 2834 1 58 2015
## 2835 2835 Resort Hotel 2835 0 5 2015
## 2836 2836 Resort Hotel 2836 1 33 2015
## 2837 2837 Resort Hotel 2837 1 1 2015
## 2838 2838 Resort Hotel 2838 0 4 2015
## 2839 2839 Resort Hotel 2839 0 5 2015
## 2840 2840 Resort Hotel 2840 0 1 2015
## 2841 2841 Resort Hotel 2841 1 33 2015
## 2842 2842 Resort Hotel 2842 0 76 2015
## 2843 2843 Resort Hotel 2843 1 171 2015
## 2844 2844 Resort Hotel 2844 0 146 2015
## 2845 2845 Resort Hotel 2845 0 83 2015
## 2846 2846 Resort Hotel 2846 0 39 2015
## 2847 2847 Resort Hotel 2847 0 24 2015
## 2848 2848 Resort Hotel 2848 0 1 2015
## 2849 2849 Resort Hotel 2849 0 0 2015
## 2850 2850 Resort Hotel 2850 0 20 2015
## 2851 2851 Resort Hotel 2851 0 20 2015
## 2852 2852 Resort Hotel 2852 0 21 2015
## 2853 2853 Resort Hotel 2853 1 31 2015
## 2854 2854 Resort Hotel 2854 1 31 2015
## 2855 2855 Resort Hotel 2855 1 31 2015
## 2856 2856 Resort Hotel 2856 1 31 2015
## 2857 2857 Resort Hotel 2857 1 31 2015
## 2858 2858 Resort Hotel 2858 1 31 2015
## 2859 2859 Resort Hotel 2859 1 31 2015
## 2860 2860 Resort Hotel 2860 0 36 2015
## 2861 2861 Resort Hotel 2861 0 5 2015
## 2862 2862 Resort Hotel 2862 0 5 2015
## 2863 2863 Resort Hotel 2863 0 0 2015
## 2864 2864 Resort Hotel 2864 0 0 2015
## 2865 2865 Resort Hotel 2865 0 7 2015
## 2866 2866 Resort Hotel 2866 0 0 2015
## 2867 2867 Resort Hotel 2867 1 6 2015
## 2868 2868 Resort Hotel 2868 0 24 2015
## 2869 2869 Resort Hotel 2869 0 6 2015
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## 2871 2871 Resort Hotel 2871 0 3 2015
## 2872 2872 Resort Hotel 2872 1 26 2015
## 2873 2873 Resort Hotel 2873 0 49 2015
## 2874 2874 Resort Hotel 2874 0 25 2015
## 2875 2875 Resort Hotel 2875 1 26 2015
## 2876 2876 Resort Hotel 2876 0 6 2015
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## 2879 2879 Resort Hotel 2879 0 24 2015
## 2880 2880 Resort Hotel 2880 0 24 2015
## 2881 2881 Resort Hotel 2881 0 24 2015
## 2882 2882 Resort Hotel 2882 0 24 2015
## 2883 2883 Resort Hotel 2883 0 24 2015
## 2884 2884 Resort Hotel 2884 0 24 2015
## 2885 2885 Resort Hotel 2885 0 24 2015
## 2886 2886 Resort Hotel 2886 0 1 2015
## 2887 2887 Resort Hotel 2887 0 2 2015
## 2888 2888 Resort Hotel 2888 0 2 2015
## 2889 2889 Resort Hotel 2889 0 0 2015
## 2890 2890 Resort Hotel 2890 1 50 2015
## 2891 2891 Resort Hotel 2891 1 25 2015
## 2892 2892 Resort Hotel 2892 1 25 2015
## 2893 2893 Resort Hotel 2893 0 33 2015
## 2894 2894 Resort Hotel 2894 0 0 2015
## 2895 2895 Resort Hotel 2895 0 0 2015
## 2896 2896 Resort Hotel 2896 0 0 2015
## 2897 2897 Resort Hotel 2897 0 28 2015
## 2898 2898 Resort Hotel 2898 0 28 2015
## 2899 2899 Resort Hotel 2899 0 34 2015
## 2900 2900 Resort Hotel 2900 0 65 2015
## 2901 2901 Resort Hotel 2901 0 34 2015
## 2902 2902 Resort Hotel 2902 0 11 2015
## 2903 2903 Resort Hotel 2903 0 1 2015
## 2904 2904 Resort Hotel 2904 0 4 2015
## 2905 2905 Resort Hotel 2905 0 0 2015
## 2906 2906 Resort Hotel 2906 0 15 2015
## 2907 2907 Resort Hotel 2907 0 0 2015
## 2908 2908 Resort Hotel 2908 0 38 2015
## 2909 2909 Resort Hotel 2909 0 0 2015
## 2910 2910 Resort Hotel 2910 0 91 2015
## 2911 2911 Resort Hotel 2911 1 123 2015
## 2912 2912 Resort Hotel 2912 1 123 2015
## 2913 2913 Resort Hotel 2913 0 27 2015
## 2914 2914 Resort Hotel 2914 0 35 2015
## 2915 2915 Resort Hotel 2915 0 35 2015
## 2916 2916 Resort Hotel 2916 0 35 2015
## 2917 2917 Resort Hotel 2917 0 35 2015
## 2918 2918 Resort Hotel 2918 0 27 2015
## 2919 2919 Resort Hotel 2919 0 35 2015
## 2920 2920 Resort Hotel 2920 0 54 2015
## 2921 2921 Resort Hotel 2921 0 0 2015
## 2922 2922 Resort Hotel 2922 0 25 2015
## 2923 2923 Resort Hotel 2923 1 18 2015
## 2924 2924 Resort Hotel 2924 1 30 2015
## 2925 2925 Resort Hotel 2925 0 0 2015
## 2926 2926 Resort Hotel 2926 1 19 2015
## 2927 2927 Resort Hotel 2927 1 30 2015
## 2928 2928 Resort Hotel 2928 0 4 2015
## 2929 2929 Resort Hotel 2929 0 0 2015
## 2930 2930 Resort Hotel 2930 0 4 2015
## 2931 2931 Resort Hotel 2931 0 18 2015
## 2932 2932 Resort Hotel 2932 0 18 2015
## 2933 2933 Resort Hotel 2933 0 51 2015
## 2934 2934 Resort Hotel 2934 0 54 2015
## 2935 2935 Resort Hotel 2935 1 36 2015
## 2936 2936 Resort Hotel 2936 1 36 2015
## 2937 2937 Resort Hotel 2937 1 36 2015
## 2938 2938 Resort Hotel 2938 1 241 2015
## 2939 2939 Resort Hotel 2939 0 36 2015
## 2940 2940 Resort Hotel 2940 1 172 2015
## 2941 2941 Resort Hotel 2941 0 171 2015
## arrival_date_month arrival_date_week_number arrival_date_day_of_month
## 1 July 27 1
## 2 July 27 1
## 3 July 27 1
## 4 July 27 1
## 5 July 27 1
## 6 July 27 1
## 7 July 27 1
## 8 July 27 1
## 9 July 27 1
## 10 July 27 1
## 11 July 27 1
## 12 July 27 1
## 13 July 27 1
## 14 July 27 1
## 15 July 27 1
## 16 July 27 1
## 17 July 27 1
## 18 July 27 1
## 19 July 27 1
## 20 July 27 1
## 21 July 27 1
## 22 July 27 1
## 23 July 27 1
## 24 July 27 1
## 25 July 27 1
## 26 July 27 1
## 27 July 27 1
## 28 July 27 1
## 29 July 27 1
## 30 July 27 1
## 31 July 27 1
## 32 July 27 1
## 33 July 27 1
## 34 July 27 2
## 35 July 27 2
## 36 July 27 2
## 37 July 27 2
## 38 July 27 2
## 39 July 27 2
## 40 July 27 2
## 41 July 27 2
## 42 July 27 2
## 43 July 27 2
## 44 July 27 2
## 45 July 27 2
## 46 July 27 2
## 47 July 27 2
## 48 July 27 2
## 49 July 27 2
## 50 July 27 2
## 51 July 27 2
## 52 July 27 2
## 53 July 27 2
## 54 July 27 2
## 55 July 27 2
## 56 July 27 2
## 57 July 27 2
## 58 July 27 2
## 59 July 27 2
## 60 July 27 2
## 61 July 27 2
## 62 July 27 2
## 63 July 27 2
## 64 July 27 2
## 65 July 27 2
## 66 July 27 3
## 67 July 27 3
## 68 July 27 3
## 69 July 27 3
## 70 July 27 3
## 71 July 27 3
## 72 July 27 3
## 73 July 27 3
## 74 July 27 3
## 75 July 27 3
## 76 July 27 3
## 77 July 27 3
## 78 July 27 3
## 79 July 27 3
## 80 July 27 3
## 81 July 27 3
## 82 July 27 3
## 83 July 27 3
## 84 July 27 3
## 85 July 27 3
## 86 July 27 3
## 87 July 27 3
## 88 July 27 3
## 89 July 27 3
## 90 July 27 3
## 91 July 27 3
## 92 July 27 3
## 93 July 27 3
## 94 July 27 3
## 95 July 27 3
## 96 July 27 3
## 97 July 27 3
## 98 July 27 3
## 99 July 27 3
## 100 July 27 3
## 101 July 27 4
## 102 July 27 4
## 103 July 27 4
## 104 July 27 4
## 105 July 27 4
## 106 July 27 4
## 107 July 27 4
## 108 July 27 4
## 109 July 27 4
## 110 July 27 4
## 111 July 27 4
## 112 July 27 4
## 113 July 27 4
## 114 July 27 4
## 115 July 27 4
## 116 July 27 4
## 117 July 27 4
## 118 July 27 4
## 119 July 27 4
## 120 July 27 4
## 121 July 27 4
## 122 July 27 4
## 123 July 27 4
## 124 July 27 4
## 125 July 27 4
## 126 July 27 4
## 127 July 27 4
## 128 July 27 4
## 129 July 27 4
## 130 July 27 4
## 131 July 27 4
## 132 July 28 5
## 133 July 28 5
## 134 July 28 5
## 135 July 28 5
## 136 July 28 5
## 137 July 28 5
## 138 July 28 5
## 139 July 28 5
## 140 July 28 5
## 141 July 28 5
## 142 July 28 5
## 143 July 28 5
## 144 July 28 5
## 145 July 28 5
## 146 July 28 5
## 147 July 28 5
## 148 July 28 5
## 149 July 28 5
## 150 July 28 5
## 151 July 28 5
## 152 July 28 5
## 153 July 28 5
## 154 July 28 5
## 155 July 28 5
## 156 July 28 5
## 157 July 28 5
## 158 July 28 5
## 159 July 28 5
## 160 July 28 5
## 161 July 28 6
## 162 July 28 6
## 163 July 28 6
## 164 July 28 6
## 165 July 28 6
## 166 July 28 6
## 167 July 28 6
## 168 July 28 6
## 169 July 28 6
## 170 July 28 6
## 171 July 28 6
## 172 July 28 6
## 173 July 28 6
## 174 July 28 6
## 175 July 28 6
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## country market_segment distribution_channel is_repeated_guest
## 1 PRT Direct Direct 0
## 2 PRT Direct Direct 0
## 3 GBR Direct Direct 0
## 4 GBR Corporate Corporate 0
## 5 GBR Online TA TA/TO 0
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## 7 PRT Direct Direct 0
## 8 PRT Direct Direct 0
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## 11 PRT Online TA TA/TO 0
## 12 PRT Online TA TA/TO 0
## 13 USA Online TA TA/TO 0
## 14 ESP Online TA TA/TO 0
## 15 PRT Online TA TA/TO 0
## 16 IRL Online TA TA/TO 0
## 17 PRT Offline TA/TO TA/TO 0
## 18 IRL Online TA TA/TO 0
## 19 FRA Corporate Corporate 0
## 20 GBR Direct Direct 0
## 21 GBR Online TA TA/TO 0
## 22 PRT Direct Direct 0
## 23 PRT Direct Direct 0
## 24 PRT Direct Direct 0
## 25 GBR Offline TA/TO TA/TO 0
## 26 PRT Offline TA/TO TA/TO 0
## 27 IRL Offline TA/TO TA/TO 0
## 28 PRT Online TA TA/TO 0
## 29 PRT Online TA TA/TO 0
## 30 PRT Online TA TA/TO 0
## 31 NULL Direct Direct 0
## 32 GBR Offline TA/TO TA/TO 0
## 33 PRT Direct Direct 0
## 34 IRL Offline TA/TO TA/TO 0
## 35 PRT Online TA TA/TO 0
## 36 PRT Online TA TA/TO 0
## 37 ESP Online TA TA/TO 0
## 38 PRT Online TA TA/TO 0
## 39 PRT Online TA TA/TO 0
## 40 ROU Direct Direct 0
## 41 PRT Online TA TA/TO 0
## 42 IRL Offline TA/TO TA/TO 0
## 43 ESP Direct Direct 0
## 44 ROU Direct Direct 0
## 45 PRT Online TA TA/TO 0
## 46 PRT Online TA TA/TO 0
## 47 ESP Offline TA/TO TA/TO 0
## 48 NOR Offline TA/TO TA/TO 0
## 49 GBR Offline TA/TO TA/TO 0
## 50 IRL Online TA TA/TO 0
## 51 NOR Offline TA/TO TA/TO 0
## 52 IRL Offline TA/TO TA/TO 0
## 53 OMN Offline TA/TO TA/TO 0
## 54 ESP Online TA TA/TO 0
## 55 ARG Online TA TA/TO 0
## 56 ESP Direct Direct 0
## 57 PRT Direct Direct 0
## 58 PRT Online TA TA/TO 0
## 59 PRT Direct Direct 0
## 60 USA Online TA TA/TO 0
## 61 PRT Online TA TA/TO 0
## 62 IRL Online TA TA/TO 0
## 63 ESP Direct Direct 0
## 64 IRL Offline TA/TO TA/TO 0
## 65 PRT Online TA TA/TO 0
## 66 USA Online TA TA/TO 0
## 67 ESP Online TA TA/TO 0
## 68 POL Online TA TA/TO 0
## 69 PRT Offline TA/TO TA/TO 0
## 70 PRT Online TA TA/TO 0
## 71 PRT Online TA TA/TO 0
## 72 PRT Online TA TA/TO 0
## 73 PRT Offline TA/TO TA/TO 0
## 74 ESP Online TA TA/TO 0
## 75 PRT Online TA TA/TO 0
## 76 ESP Online TA TA/TO 0
## 77 PRT Online TA TA/TO 0
## 78 PRT Online TA TA/TO 0
## 79 DEU Offline TA/TO TA/TO 0
## 80 PRT Offline TA/TO TA/TO 0
## 81 FRA Offline TA/TO TA/TO 0
## 82 PRT Offline TA/TO TA/TO 0
## 83 GBR Offline TA/TO TA/TO 0
## 84 PRT Direct Direct 0
## 85 GBR Offline TA/TO TA/TO 0
## 86 GBR Offline TA/TO TA/TO 0
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## 88 PRT Offline TA/TO TA/TO 0
## 89 GBR Online TA TA/TO 0
## 90 PRT Online TA TA/TO 0
## 91 ESP Online TA TA/TO 0
## 92 PRT Online TA TA/TO 0
## 93 USA Online TA TA/TO 0
## 94 BEL Online TA TA/TO 0
## 95 PRT Online TA TA/TO 0
## 96 PRT Online TA TA/TO 0
## 97 PRT Online TA TA/TO 0
## 98 ESP Offline TA/TO TA/TO 0
## 99 PRT Online TA TA/TO 0
## 100 DEU Direct Direct 0
## 101 ESP Direct Direct 0
## 102 FRA Offline TA/TO TA/TO 0
## 103 FRA Offline TA/TO TA/TO 0
## 104 PRT Online TA TA/TO 0
## 105 PRT Online TA TA/TO 0
## 106 PRT Online TA TA/TO 0
## 107 PRT Direct Direct 0
## 108 PRT Online TA TA/TO 0
## 109 PRT Offline TA/TO TA/TO 0
## 110 PRT Online TA TA/TO 0
## 111 CHE Online TA TA/TO 0
## 112 PRT Online TA TA/TO 0
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## 114 PRT Online TA TA/TO 0
## 115 PRT Online TA TA/TO 0
## 116 PRT Online TA TA/TO 0
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## 118 PRT Offline TA/TO TA/TO 0
## 119 PRT Direct Direct 0
## 120 PRT Online TA TA/TO 0
## 121 PRT Offline TA/TO TA/TO 0
## 122 PRT Online TA TA/TO 0
## 123 PRT Direct Direct 0
## 124 PRT Online TA TA/TO 0
## 125 PRT Online TA TA/TO 0
## 126 PRT Complementary Direct 0
## 127 ESP Online TA TA/TO 0
## 128 FRA Online TA TA/TO 0
## 129 PRT Online TA TA/TO 0
## 130 FRA Online TA TA/TO 0
## 131 FRA Online TA TA/TO 0
## 132 ESP Online TA TA/TO 0
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## 134 ESP Online TA TA/TO 0
## 135 DEU Online TA TA/TO 0
## 136 PRT Online TA TA/TO 0
## 137 PRT Online TA TA/TO 0
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## 139 PRT Online TA TA/TO 0
## 140 PRT Direct Direct 0
## 141 PRT Online TA TA/TO 0
## 142 FRA Online TA TA/TO 0
## 143 ESP Online TA TA/TO 0
## 144 CN Offline TA/TO TA/TO 0
## 145 ESP Online TA TA/TO 0
## 146 PRT Online TA TA/TO 0
## 147 ESP Online TA TA/TO 0
## 148 PRT Online TA TA/TO 0
## 149 PRT Online TA TA/TO 0
## 150 PRT Offline TA/TO TA/TO 0
## 151 PRT Direct Direct 0
## 152 IRL Online TA TA/TO 0
## 153 PRT Online TA TA/TO 0
## 154 ESP Offline TA/TO TA/TO 0
## 155 CHE Online TA TA/TO 0
## 156 PRT Offline TA/TO TA/TO 0
## 157 PRT Direct Direct 0
## 158 GBR Offline TA/TO TA/TO 0
## 159 GBR Offline TA/TO TA/TO 0
## 160 GBR Offline TA/TO TA/TO 0
## 161 PRT Online TA TA/TO 0
## 162 PRT Online TA TA/TO 0
## 163 USA Online TA TA/TO 0
## 164 CN Offline TA/TO TA/TO 0
## 165 CHE Direct Direct 0
## 166 PRT Online TA TA/TO 0
## 167 USA Online TA TA/TO 0
## 168 PRT Online TA TA/TO 0
## 169 PRT Direct Direct 0
## 170 PRT Direct Direct 0
## 171 PRT Online TA TA/TO 0
## 172 USA Online TA TA/TO 0
## 173 GRC Online TA TA/TO 0
## 174 PRT Online TA TA/TO 0
## 175 PRT Offline TA/TO TA/TO 0
## 176 PRT Online TA TA/TO 0
## 177 PRT Online TA TA/TO 0
## 178 PRT Direct Direct 0
## 179 ESP Online TA TA/TO 0
## 180 PRT Online TA TA/TO 0
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## 183 GBR Offline TA/TO TA/TO 0
## 184 PRT Online TA TA/TO 0
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## 188 PRT Direct Direct 0
## 189 GBR Offline TA/TO TA/TO 0
## 190 FRA Direct Direct 0
## 191 ITA Offline TA/TO TA/TO 0
## 192 GBR Offline TA/TO TA/TO 0
## 193 PRT Offline TA/TO TA/TO 0
## 194 PRT Online TA TA/TO 0
## 195 ESP Online TA TA/TO 0
## 196 PRT Direct Direct 0
## 197 PRT Direct Direct 0
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## 199 GBR Online TA TA/TO 0
## 200 PRT Direct Direct 0
## 201 GBR Online TA TA/TO 0
## 202 ESP Online TA TA/TO 0
## 203 PRT Online TA TA/TO 0
## 204 USA Offline TA/TO TA/TO 0
## 205 NLD Direct Direct 0
## 206 PRT Offline TA/TO TA/TO 0
## 207 PRT Online TA TA/TO 0
## 208 IRL Offline TA/TO TA/TO 0
## 209 PRT Offline TA/TO TA/TO 0
## 210 IRL Offline TA/TO TA/TO 0
## 211 GBR Online TA TA/TO 0
## 212 PRT Online TA TA/TO 0
## 213 ESP Online TA TA/TO 0
## 214 PRT Online TA TA/TO 0
## 215 ESP Online TA TA/TO 0
## 216 PRT Offline TA/TO TA/TO 0
## 217 PRT Online TA TA/TO 0
## 218 PRT Offline TA/TO TA/TO 0
## 219 PRT Corporate Corporate 0
## 220 PRT Corporate Corporate 0
## 221 CHE Corporate Corporate 0
## 222 PRT Direct Direct 0
## 223 PRT Direct Direct 0
## 224 PRT Offline TA/TO TA/TO 0
## 225 GBR Online TA TA/TO 0
## 226 GBR Offline TA/TO TA/TO 0
## 227 PRT Online TA TA/TO 0
## 228 IRL Direct Direct 0
## 229 DNK Online TA TA/TO 0
## 230 DNK Online TA TA/TO 0
## 231 PRT Online TA TA/TO 0
## 232 ARG Direct Direct 0
## 233 PRT Direct Direct 0
## 234 PRT Direct Direct 0
## 235 PRT Online TA TA/TO 0
## 236 PRT Online TA TA/TO 0
## 237 PRT Online TA TA/TO 0
## 238 PRT Online TA TA/TO 0
## 239 PRT Online TA TA/TO 0
## 240 RUS Direct Direct 0
## 241 SWE Online TA TA/TO 0
## 242 POL Offline TA/TO TA/TO 0
## 243 FRA Offline TA/TO TA/TO 0
## 244 GBR Offline TA/TO TA/TO 0
## 245 GBR Offline TA/TO TA/TO 0
## 246 GBR Offline TA/TO TA/TO 0
## 247 PRT Online TA TA/TO 0
## 248 PRT Online TA TA/TO 0
## 249 USA Direct Direct 0
## 250 PRT Online TA TA/TO 0
## 251 PRT Online TA TA/TO 0
## 252 PRT Online TA TA/TO 0
## 253 PRT Online TA TA/TO 0
## 254 PRT Online TA TA/TO 0
## 255 PRT Online TA TA/TO 0
## 256 PRT Online TA TA/TO 0
## 257 PRT Online TA TA/TO 0
## 258 GBR Online TA TA/TO 0
## 259 AUS Direct Direct 0
## 260 GBR Online TA TA/TO 0
## 261 PRT Direct Direct 0
## 262 PRT Direct Direct 0
## 263 PRT Online TA TA/TO 0
## 264 POL Online TA TA/TO 0
## 265 PRT Direct Direct 0
## 266 EST Online TA TA/TO 0
## 267 PRT Online TA TA/TO 0
## 268 PRT Direct Direct 0
## 269 PRT Online TA TA/TO 0
## 270 PRT Online TA TA/TO 0
## 271 RUS Offline TA/TO TA/TO 0
## 272 GBR Online TA TA/TO 0
## 273 PRT Offline TA/TO TA/TO 0
## 274 PRT Direct Direct 0
## 275 IRL Online TA TA/TO 0
## 276 PRT Online TA TA/TO 0
## 277 GBR Online TA TA/TO 0
## 278 DNK Online TA TA/TO 0
## 279 GBR Online TA TA/TO 0
## 280 GBR Online TA TA/TO 0
## 281 PRT Offline TA/TO TA/TO 0
## 282 ESP Online TA TA/TO 0
## 283 PRT Direct TA/TO 0
## 284 PRT Online TA TA/TO 0
## 285 PRT Offline TA/TO TA/TO 0
## 286 ESP Online TA TA/TO 0
## 287 PRT Direct Direct 0
## 288 PRT Online TA TA/TO 0
## 289 GBR Online TA TA/TO 0
## 290 PRT Online TA TA/TO 0
## 291 CZE Online TA TA/TO 0
## 292 GBR Direct Direct 0
## 293 DEU Online TA TA/TO 0
## 294 ESP Direct Direct 0
## 295 ESP Online TA TA/TO 0
## 296 PRT Corporate Corporate 0
## 297 ESP Offline TA/TO TA/TO 0
## 298 ROU Online TA TA/TO 0
## 299 PRT Online TA TA/TO 0
## 300 ESP Online TA TA/TO 0
## 301 PRT Offline TA/TO TA/TO 0
## 302 PRT Online TA TA/TO 0
## 303 PRT Online TA TA/TO 0
## 304 PRT Direct Direct 0
## 305 PRT Online TA TA/TO 0
## 306 PRT Direct Direct 0
## 307 PRT Online TA TA/TO 0
## 308 CN Online TA TA/TO 0
## 309 PRT Online TA TA/TO 0
## 310 PRT Online TA TA/TO 0
## 311 PRT Online TA TA/TO 0
## 312 GBR Online TA TA/TO 0
## 313 BRA Offline TA/TO TA/TO 0
## 314 PRT Offline TA/TO TA/TO 0
## 315 ESP Offline TA/TO TA/TO 0
## 316 PRT Direct Direct 0
## 317 GBR Offline TA/TO TA/TO 0
## 318 PRT Offline TA/TO TA/TO 0
## 319 PRT Offline TA/TO TA/TO 0
## 320 GBR Offline TA/TO TA/TO 0
## 321 PRT Online TA TA/TO 0
## 322 GBR Offline TA/TO TA/TO 0
## 323 ESP Online TA TA/TO 0
## 324 PRT Online TA TA/TO 0
## 325 FRA Online TA TA/TO 0
## 326 PRT Online TA TA/TO 0
## 327 GBR Offline TA/TO TA/TO 0
## 328 GBR Offline TA/TO TA/TO 0
## 329 PRT Offline TA/TO TA/TO 0
## 330 GBR Offline TA/TO TA/TO 0
## 331 PRT Online TA TA/TO 0
## 332 BEL Online TA TA/TO 0
## 333 ESP Online TA TA/TO 0
## 334 FRA Online TA TA/TO 0
## 335 ESP Online TA TA/TO 0
## 336 BEL Online TA TA/TO 0
## 337 ITA Offline TA/TO TA/TO 0
## 338 ESP Online TA TA/TO 0
## 339 PRT Online TA TA/TO 0
## 340 FRA Offline TA/TO TA/TO 0
## 341 FIN Online TA TA/TO 0
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## 909 I 0 No Deposit 261 NULL
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## 911 D 0 No Deposit 240 NULL
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## 1213 A 0 No Deposit NULL NULL
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## 1223 D 0 No Deposit 250 NULL
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## 1231 D 0 No Deposit 240 NULL
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## 1244 A 0 No Deposit 240 NULL
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## 1247 A 0 No Deposit 240 NULL
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## 1256 A 0 No Deposit 240 NULL
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## 1315 A 0 No Deposit 240 NULL
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## 1317 A 0 No Deposit NULL NULL
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## 1403 A 0 No Deposit 250 NULL
## 1404 A 0 No Deposit 250 NULL
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## 1442 A 0 No Deposit 240 NULL
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## 1560 C 0 Refundable 96 NULL
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## 1575 E 0 No Deposit 240 NULL
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## 1585 D 0 No Deposit NULL NULL
## 1586 D 0 No Deposit NULL NULL
## 1587 D 0 No Deposit 240 NULL
## 1588 A 0 No Deposit 96 NULL
## 1589 F 0 No Deposit 250 NULL
## 1590 F 0 No Deposit 240 NULL
## 1591 D 0 No Deposit 240 NULL
## 1592 E 1 No Deposit 240 NULL
## 1593 A 0 No Deposit 250 NULL
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## 1595 D 0 No Deposit 40 NULL
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## 1597 G 0 No Deposit NULL NULL
## 1598 A 1 No Deposit 240 NULL
## 1599 B 1 No Deposit 149 NULL
## 1600 A 0 No Deposit 250 NULL
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## 1602 G 0 No Deposit 250 NULL
## 1603 C 0 No Deposit 250 NULL
## 1604 G 1 No Deposit 240 NULL
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## 1606 E 0 No Deposit 175 NULL
## 1607 E 2 No Deposit 96 NULL
## 1608 E 0 No Deposit 241 NULL
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## 1612 A 0 No Deposit 240 NULL
## 1613 A 2 No Deposit 241 NULL
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## 1617 A 0 No Deposit 250 NULL
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## 1654 A 0 No Deposit 240 NULL
## 1655 A 0 No Deposit 240 NULL
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## 1729 D 0 No Deposit NULL NULL
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## 1741 A 0 No Deposit 40 NULL
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## 1780 E 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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## 1806 A 0 No Deposit 240 NULL
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## 1813 A 0 No Deposit 240 NULL
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## 1820 A 0 No Deposit 250 NULL
## 1821 A 0 No Deposit 250 NULL
## 1822 A 1 No Deposit 240 NULL
## 1823 A 0 No Deposit 240 NULL
## 1824 A 0 No Deposit 240 NULL
## 1825 H 0 No Deposit 240 NULL
## 1826 A 1 No Deposit 240 NULL
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## 1829 A 0 No Deposit 240 NULL
## 1830 D 0 No Deposit 5 NULL
## 1831 D 0 No Deposit 240 NULL
## 1832 D 0 No Deposit 240 NULL
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## 1834 A 0 No Deposit 142 NULL
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## 1838 H 1 No Deposit NULL NULL
## 1839 A 0 No Deposit 240 NULL
## 1840 A 1 No Deposit 250 NULL
## 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
## 1848 A 1 No Deposit 250 NULL
## 1849 A 0 No Deposit 250 NULL
## 1850 A 0 No Deposit 240 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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## 1874 E 0 No Deposit 250 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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## 1885 A 0 No Deposit 96 NULL
## 1886 A 0 No Deposit 240 NULL
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## 1888 A 0 No Deposit 175 NULL
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## 1892 A 0 No Deposit 240 NULL
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## 1899 A 0 No Deposit 240 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
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## 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
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## 1955 A 0 No Deposit 240 NULL
## 1956 G 1 No Deposit NULL NULL
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## 1972 A 4 No Deposit NULL 312
## 1973 G 0 No Deposit 240 NULL
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## 1982 D 0 No Deposit 250 NULL
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## 1986 D 0 No Deposit 171 NULL
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## 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
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## 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
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## 2007 F 0 No Deposit 240 NULL
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## 2010 D 0 No Deposit NULL 110
## 2011 E 0 No Deposit 251 NULL
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## 2015 E 0 No Deposit 40 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
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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
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## 2052 F 3 No Deposit 250 NULL
## 2053 A 0 No Deposit 175 NULL
## 2054 A 0 No Deposit 40 NULL
## 2055 A 0 No Deposit 69 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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## 2085 A 0 No Deposit 241 NULL
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## 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
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## 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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## 2103 A 0 No Deposit 240 NULL
## 2104 A 0 No Deposit 243 NULL
## 2105 A 0 No Deposit 243 NULL
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## 2116 G 1 No Deposit 250 NULL
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## 2119 E 1 No Deposit 240 NULL
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## 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
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## 2130 D 0 No Deposit 240 NULL
## 2131 D 0 No Deposit 240 NULL
## 2132 D 0 No Deposit 240 NULL
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## 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
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## 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
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## 2157 A 0 No Deposit 240 NULL
## 2158 A 0 No Deposit 240 NULL
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## 2160 A 0 No Deposit 36 NULL
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## 2177 G 0 No Deposit 242 NULL
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## 2179 A 0 No Deposit 250 NULL
## 2180 A 1 No Deposit 240 NULL
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## 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
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## 2198 A 0 No Deposit 240 NULL
## 2199 A 0 No Deposit 240 NULL
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## 2206 C 0 No Deposit NULL NULL
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## 2211 A 0 No Deposit 240 NULL
## 2212 A 0 No Deposit 240 NULL
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## 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
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## 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
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## 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
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## 2244 A 0 No Deposit 250 NULL
## 2245 A 0 No Deposit 241 NULL
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## 2247 A 1 No Deposit NULL NULL
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## 2250 A 0 No Deposit 314 NULL
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## 2252 A 0 No Deposit 250 NULL
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## 2254 D 0 No Deposit 171 NULL
## 2255 A 0 No Deposit NULL NULL
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## 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
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## 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
## 2281 D 0 No Deposit 241 NULL
## 2282 A 0 No Deposit 8 NULL
## 2283 A 0 No Deposit 314 NULL
## 2284 F 0 No Deposit 250 NULL
## 2285 D 0 No Deposit 240 NULL
## 2286 E 2 No Deposit 314 NULL
## 2287 D 0 No Deposit 240 NULL
## 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
## 2314 A 0 Non Refund 134 NULL
## 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
## 2350 E 0 No Deposit 240 NULL
## 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
## 2355 E 0 No Deposit 240 NULL
## 2356 A 0 No Deposit 314 NULL
## 2357 H 1 No Deposit 240 NULL
## 2358 G 0 No Deposit 240 NULL
## 2359 H 0 No Deposit 240 NULL
## 2360 G 0 No Deposit 240 NULL
## 2361 D 0 No Deposit 240 NULL
## 2362 F 0 No Deposit NULL NULL
## 2363 D 0 No Deposit 250 NULL
## 2364 D 1 No Deposit 240 NULL
## 2365 E 0 No Deposit 240 NULL
## 2366 D 0 No Deposit 240 NULL
## 2367 A 0 No Deposit 314 NULL
## 2368 F 0 No Deposit NULL NULL
## 2369 A 0 Non Refund 96 NULL
## 2370 A 0 Non Refund 96 NULL
## 2371 A 0 Non Refund 96 NULL
## 2372 A 0 Non Refund 96 NULL
## 2373 A 0 Non Refund 96 NULL
## 2374 A 0 Non Refund 96 NULL
## 2375 A 0 Non Refund 96 NULL
## 2376 A 0 Non Refund 96 NULL
## 2377 A 0 Non Refund 96 NULL
## 2378 A 0 Non Refund 96 NULL
## 2379 A 0 No Deposit 96 NULL
## 2380 A 0 Non Refund 96 NULL
## 2381 A 0 Non Refund 96 NULL
## 2382 A 0 Non Refund 96 NULL
## 2383 D 0 No Deposit 240 NULL
## 2384 F 0 No Deposit 250 NULL
## 2385 D 1 No Deposit NULL NULL
## 2386 A 0 No Deposit 240 NULL
## 2387 D 0 No Deposit 240 NULL
## 2388 A 0 No Deposit 240 NULL
## 2389 A 2 No Deposit 171 NULL
## 2390 A 0 No Deposit 240 NULL
## 2391 D 0 No Deposit 240 NULL
## 2392 A 0 No Deposit 250 NULL
## 2393 E 1 No Deposit 240 113
## 2394 A 0 No Deposit 240 NULL
## 2395 A 0 No Deposit 314 NULL
## 2396 A 0 No Deposit 240 NULL
## 2397 E 1 No Deposit 251 NULL
## 2398 A 0 No Deposit 240 NULL
## 2399 A 0 No Deposit 240 NULL
## 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
## 2404 A 0 No Deposit 240 NULL
## 2405 D 0 No Deposit 36 NULL
## 2406 F 0 No Deposit 241 NULL
## 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
## 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
## 19 0 Transient 107.42 0
## 20 0 Transient 153.00 0
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## 2785 0 Transient 36.00 0
## 2786 0 Transient 36.00 0
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## 2793 0 Transient 36.00 0
## 2794 0 Transient 36.00 0
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## 2866 0 Transient 40.00 1
## 2867 0 Transient 43.20 0
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## 2871 0 Transient 41.40 0
## 2872 0 Transient-Party 26.10 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
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## 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
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## 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
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## 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
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## 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
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## 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
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## 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
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## 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
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## 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
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## 443 1 Check-Out 2015-07-18
## 444 1 Check-Out 2015-07-18
## 445 0 Check-Out 2015-07-19
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## 453 1 Check-Out 2015-07-20
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## 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
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## 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
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## 476 0 Check-Out 2015-07-22
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## 533 1 Check-Out 2015-07-25
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## 540 0 Check-Out 2015-07-20
## 541 0 Check-Out 2015-07-20
## 542 0 Check-Out 2015-07-20
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## 572 0 Check-Out 2015-07-24
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## 596 1 Check-Out 2015-07-30
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## 638 2 Check-Out 2015-07-26
## 639 2 Check-Out 2015-07-26
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## 641 2 Check-Out 2015-07-26
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## 656 1 Check-Out 2015-07-29
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## 669 0 Check-Out 2015-07-26
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## 684 0 Check-Out 2015-07-30
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## 721 1 Canceled 2015-06-17
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## 730 2 Check-Out 2015-07-30
## 731 0 Check-Out 2015-07-30
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## 736 0 Check-Out 2015-07-31
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## 738 2 Check-Out 2015-07-31
## 739 2 Check-Out 2015-07-31
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## 748 1 Check-Out 2015-08-01
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## 760 1 Check-Out 2015-08-03
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## 762 1 Check-Out 2015-07-29
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## 772 1 Check-Out 2015-08-03
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## 935 2 Check-Out 2015-08-07
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## 1070 1 Check-Out 2015-08-22
## 1071 1 Check-Out 2015-08-22
## 1072 0 Check-Out 2015-08-17
## 1073 0 Canceled 2015-06-17
## 1074 1 Check-Out 2015-08-14
## 1075 0 Check-Out 2015-08-14
## 1076 1 Check-Out 2015-08-14
## 1077 0 Canceled 2015-08-13
## 1078 0 Canceled 2015-06-22
## 1079 1 Canceled 2015-06-02
## 1080 0 Check-Out 2015-08-16
## 1081 2 Canceled 2015-08-12
## 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
## 1087 2 Canceled 2015-07-29
## 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
## 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
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## 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
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## 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
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## 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
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## 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
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## 1802 1 Check-Out 2015-09-24
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## 1804 0 Canceled 2015-05-27
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## 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
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## 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
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## 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
## 1850 1 Canceled 2015-07-20
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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
## 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
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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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## 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
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## 1889 2 Check-Out 2015-09-29
## 1890 2 Check-Out 2015-09-29
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## 1901 0 Canceled 2015-09-18
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## 1903 0 Check-Out 2015-10-01
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## 1905 0 Canceled 2015-08-18
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## 1910 0 Canceled 2015-08-18
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## 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
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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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## 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
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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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## 1944 0 Check-Out 2015-09-24
## 1945 0 Check-Out 2015-09-24
## 1946 0 Canceled 2015-09-22
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## 1949 1 Check-Out 2015-09-25
## 1950 1 Canceled 2015-09-22
## 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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## 1992 1 Check-Out 2015-09-28
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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
## 2027 1 Check-Out 2015-09-29
## 2028 2 Check-Out 2015-09-30
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## 2031 2 Check-Out 2015-10-02
## 2032 2 Canceled 2015-07-20
## 2033 1 Canceled 2015-07-25
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## 2035 1 Canceled 2015-07-25
## 2036 1 Canceled 2015-07-13
## 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
## 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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## 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
## 2059 2 Check-Out 2015-10-08
## 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
## 2068 2 Check-Out 2015-10-03
## 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
## 2073 0 Canceled 2015-09-28
## 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
## 2086 0 Canceled 2015-08-12
## 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
## 2102 0 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
## 2111 0 Check-Out 2015-10-08
## 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
## 2116 0 Canceled 2015-09-25
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## 2119 1 Check-Out 2015-10-06
## 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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## 2128 0 Check-Out 2015-10-09
## 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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## 2137 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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## 2145 1 Canceled 2015-09-30
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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
## 2158 2 Canceled 2015-09-14
## 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
## 2165 0 Canceled 2015-01-02
## 2166 1 Check-Out 2015-10-10
## 2167 1 Canceled 2015-08-20
## 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
## 2184 0 Canceled 2015-07-17
## 2185 0 Canceled 2015-07-17
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## 2198 0 Check-Out 2015-10-10
## 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
## 2210 2 Canceled 2015-08-11
## 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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## 2221 1 Check-Out 2015-10-07
## 2222 0 Check-Out 2015-10-08
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## 2226 1 Check-Out 2015-10-10
## 2227 0 Check-Out 2015-10-08
## 2228 0 Check-Out 2015-10-12
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## 2233 1 Check-Out 2015-10-13
## 2234 1 Check-Out 2015-10-13
## 2235 3 Canceled 2015-10-05
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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
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## 2671 0 Check-Out 2015-10-29
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## 2698 0 Check-Out 2015-11-17
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## 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
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## 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
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## 2774 1 Check-Out 2015-11-01
## 2775 0 Canceled 2015-10-26
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## 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
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## 2796 0 Canceled 2015-10-26
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## 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
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## 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
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## 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
## [ reached 'max' / getOption("max.print") -- omitted 37119 rows ]city_data <- read.csv("city_hotels.csv")
city_data## X hotel x1 is_canceled lead_time arrival_date_year
## 1 1 City Hotel 1 0 6 2015
## 2 2 City Hotel 2 1 88 2015
## 3 3 City Hotel 3 1 65 2015
## 4 4 City Hotel 4 1 92 2015
## 5 5 City Hotel 5 1 100 2015
## 6 6 City Hotel 6 1 79 2015
## 7 7 City Hotel 7 0 3 2015
## 8 8 City Hotel 8 1 63 2015
## 9 9 City Hotel 9 1 62 2015
## 10 10 City Hotel 10 1 62 2015
## 11 11 City Hotel 11 0 43 2015
## 12 12 City Hotel 12 0 43 2015
## 13 13 City Hotel 13 0 43 2015
## 14 14 City Hotel 14 0 4 2015
## 15 15 City Hotel 15 1 43 2015
## 16 16 City Hotel 16 0 43 2015
## 17 17 City Hotel 17 1 43 2015
## 18 18 City Hotel 18 0 43 2015
## 19 19 City Hotel 19 0 43 2015
## 20 20 City Hotel 20 1 43 2015
## 21 21 City Hotel 21 1 43 2015
## 22 22 City Hotel 22 1 97 2015
## 23 23 City Hotel 23 0 43 2015
## 24 24 City Hotel 24 0 43 2015
## 25 25 City Hotel 25 1 80 2015
## 26 26 City Hotel 26 0 60 2015
## 27 27 City Hotel 27 1 106 2015
## 28 28 City Hotel 28 1 68 2015
## 29 29 City Hotel 29 1 92 2015
## 30 30 City Hotel 30 0 18 2015
## 31 31 City Hotel 31 1 71 2015
## 32 32 City Hotel 32 1 85 2015
## 33 33 City Hotel 33 1 92 2015
## 34 34 City Hotel 34 1 75 2015
## 35 35 City Hotel 35 1 92 2015
## 36 36 City Hotel 36 1 89 2015
## 37 37 City Hotel 37 1 100 2015
## 38 38 City Hotel 38 1 83 2015
## 39 39 City Hotel 39 1 72 2015
## 40 40 City Hotel 40 1 111 2015
## 41 41 City Hotel 41 1 86 2015
## 42 42 City Hotel 42 1 73 2015
## 43 43 City Hotel 43 1 92 2015
## 44 44 City Hotel 44 1 55 2015
## 45 45 City Hotel 45 0 69 2015
## 46 46 City Hotel 46 1 76 2015
## 47 47 City Hotel 47 1 76 2015
## 48 48 City Hotel 48 1 79 2015
## 49 49 City Hotel 49 1 61 2015
## 50 50 City Hotel 50 1 55 2015
## 51 51 City Hotel 51 1 63 2015
## 52 52 City Hotel 52 1 63 2015
## 53 53 City Hotel 53 1 77 2015
## 54 54 City Hotel 54 0 54 2015
## 55 55 City Hotel 55 1 90 2015
## 56 56 City Hotel 56 1 90 2015
## 57 57 City Hotel 57 1 117 2015
## 58 58 City Hotel 58 0 6 2015
## 59 59 City Hotel 59 1 105 2015
## 60 60 City Hotel 60 0 51 2015
## 61 61 City Hotel 61 1 97 2015
## 62 62 City Hotel 62 0 72 2015
## 63 63 City Hotel 63 1 72 2015
## 64 64 City Hotel 64 1 61 2015
## 65 65 City Hotel 65 1 63 2015
## 66 66 City Hotel 66 1 24 2015
## 67 67 City Hotel 67 1 89 2015
## 68 68 City Hotel 68 0 92 2015
## 69 69 City Hotel 69 1 84 2015
## 70 70 City Hotel 70 1 65 2015
## 71 71 City Hotel 71 1 85 2015
## 72 72 City Hotel 72 1 115 2015
## 73 73 City Hotel 73 0 67 2015
## 74 74 City Hotel 74 1 87 2015
## 75 75 City Hotel 75 1 87 2015
## 76 76 City Hotel 76 0 71 2015
## 77 77 City Hotel 77 0 3 2015
## 78 78 City Hotel 78 0 71 2015
## 79 79 City Hotel 79 0 3 2015
## 80 80 City Hotel 80 1 109 2015
## 81 81 City Hotel 81 0 96 2015
## 82 82 City Hotel 82 0 96 2015
## 83 83 City Hotel 83 1 65 2015
## 84 84 City Hotel 84 1 114 2015
## 85 85 City Hotel 85 0 96 2015
## 86 86 City Hotel 86 1 96 2015
## 87 87 City Hotel 87 0 3 2015
## 88 88 City Hotel 88 0 61 2015
## 89 89 City Hotel 89 0 96 2015
## 90 90 City Hotel 90 0 96 2015
## 91 91 City Hotel 91 0 3 2015
## 92 92 City Hotel 92 1 96 2015
## 93 93 City Hotel 93 1 96 2015
## 94 94 City Hotel 94 0 96 2015
## 95 95 City Hotel 95 1 96 2015
## 96 96 City Hotel 96 0 3 2015
## 97 97 City Hotel 97 0 96 2015
## 98 98 City Hotel 98 1 96 2015
## 99 99 City Hotel 99 1 96 2015
## 100 100 City Hotel 100 0 96 2015
## 101 101 City Hotel 101 1 96 2015
## 102 102 City Hotel 102 0 61 2015
## 103 103 City Hotel 103 0 3 2015
## 104 104 City Hotel 104 0 66 2015
## 105 105 City Hotel 105 0 96 2015
## 106 106 City Hotel 106 0 96 2015
## 107 107 City Hotel 107 0 96 2015
## 108 108 City Hotel 108 0 96 2015
## 109 109 City Hotel 109 1 96 2015
## 110 110 City Hotel 110 1 114 2015
## 111 111 City Hotel 111 0 96 2015
## 112 112 City Hotel 112 1 96 2015
## 113 113 City Hotel 113 0 3 2015
## 114 114 City Hotel 114 0 96 2015
## 115 115 City Hotel 115 1 96 2015
## 116 116 City Hotel 116 1 96 2015
## 117 117 City Hotel 117 1 69 2015
## 118 118 City Hotel 118 1 59 2015
## 119 119 City Hotel 119 0 96 2015
## 120 120 City Hotel 120 1 60 2015
## 121 121 City Hotel 121 1 122 2015
## 122 122 City Hotel 122 1 60 2015
## 123 123 City Hotel 123 1 60 2015
## 124 124 City Hotel 124 1 60 2015
## 125 125 City Hotel 125 1 122 2015
## 126 126 City Hotel 126 1 60 2015
## 127 127 City Hotel 127 1 123 2015
## 128 128 City Hotel 128 1 60 2015
## 129 129 City Hotel 129 1 73 2015
## 130 130 City Hotel 130 1 77 2015
## 131 131 City Hotel 131 1 123 2015
## 132 132 City Hotel 132 1 94 2015
## 133 133 City Hotel 133 1 120 2015
## 134 134 City Hotel 134 1 94 2015
## 135 135 City Hotel 135 1 0 2015
## 136 136 City Hotel 136 1 79 2015
## 137 137 City Hotel 137 1 92 2015
## 138 138 City Hotel 138 1 92 2015
## 139 139 City Hotel 139 1 125 2015
## 140 140 City Hotel 140 0 0 2015
## 141 141 City Hotel 141 1 62 2015
## 142 142 City Hotel 142 1 109 2015
## 143 143 City Hotel 143 1 109 2015
## 144 144 City Hotel 144 1 109 2015
## 145 145 City Hotel 145 1 80 2015
## 146 146 City Hotel 146 1 122 2015
## 147 147 City Hotel 147 1 82 2015
## 148 148 City Hotel 148 1 82 2015
## 149 149 City Hotel 149 1 107 2015
## 150 150 City Hotel 150 0 18 2015
## 151 151 City Hotel 151 0 18 2015
## 152 152 City Hotel 152 0 18 2015
## 153 153 City Hotel 153 0 18 2015
## 154 154 City Hotel 154 0 18 2015
## 155 155 City Hotel 155 0 18 2015
## 156 156 City Hotel 156 0 18 2015
## 157 157 City Hotel 157 0 18 2015
## 158 158 City Hotel 158 0 18 2015
## 159 159 City Hotel 159 0 18 2015
## 160 160 City Hotel 160 0 18 2015
## 161 161 City Hotel 161 0 18 2015
## 162 162 City Hotel 162 0 18 2015
## 163 163 City Hotel 163 0 18 2015
## 164 164 City Hotel 164 0 18 2015
## 165 165 City Hotel 165 0 18 2015
## 166 166 City Hotel 166 0 18 2015
## 167 167 City Hotel 167 0 18 2015
## 168 168 City Hotel 168 0 18 2015
## 169 169 City Hotel 169 0 18 2015
## 170 170 City Hotel 170 0 18 2015
## 171 171 City Hotel 171 1 103 2015
## 172 172 City Hotel 172 0 103 2015
## 173 173 City Hotel 173 1 103 2015
## 174 174 City Hotel 174 0 103 2015
## 175 175 City Hotel 175 1 103 2015
## 176 176 City Hotel 176 1 103 2015
## 177 177 City Hotel 177 1 103 2015
## 178 178 City Hotel 178 1 103 2015
## 179 179 City Hotel 179 1 103 2015
## 180 180 City Hotel 180 0 103 2015
## 181 181 City Hotel 181 0 103 2015
## 182 182 City Hotel 182 1 103 2015
## 183 183 City Hotel 183 1 103 2015
## 184 184 City Hotel 184 0 103 2015
## 185 185 City Hotel 185 1 103 2015
## 186 186 City Hotel 186 1 103 2015
## 187 187 City Hotel 187 1 103 2015
## 188 188 City Hotel 188 1 103 2015
## 189 189 City Hotel 189 1 103 2015
## 190 190 City Hotel 190 1 103 2015
## 191 191 City Hotel 191 0 103 2015
## 192 192 City Hotel 192 1 103 2015
## 193 193 City Hotel 193 1 103 2015
## 194 194 City Hotel 194 1 103 2015
## 195 195 City Hotel 195 0 12 2015
## 196 196 City Hotel 196 0 12 2015
## 197 197 City Hotel 197 0 12 2015
## 198 198 City Hotel 198 1 12 2015
## 199 199 City Hotel 199 1 12 2015
## 200 200 City Hotel 200 1 12 2015
## 201 201 City Hotel 201 1 88 2015
## 202 202 City Hotel 202 1 12 2015
## 203 203 City Hotel 203 1 12 2015
## 204 204 City Hotel 204 0 12 2015
## 205 205 City Hotel 205 1 12 2015
## 206 206 City Hotel 206 1 12 2015
## 207 207 City Hotel 207 0 12 2015
## 208 208 City Hotel 208 0 12 2015
## 209 209 City Hotel 209 1 12 2015
## 210 210 City Hotel 210 1 12 2015
## 211 211 City Hotel 211 0 12 2015
## 212 212 City Hotel 212 0 12 2015
## 213 213 City Hotel 213 1 12 2015
## 214 214 City Hotel 214 1 12 2015
## 215 215 City Hotel 215 0 12 2015
## 216 216 City Hotel 216 1 12 2015
## 217 217 City Hotel 217 1 12 2015
## 218 218 City Hotel 218 0 12 2015
## 219 219 City Hotel 219 1 12 2015
## 220 220 City Hotel 220 0 12 2015
## 221 221 City Hotel 221 0 12 2015
## 222 222 City Hotel 222 1 12 2015
## 223 223 City Hotel 223 0 12 2015
## 224 224 City Hotel 224 0 12 2015
## 225 225 City Hotel 225 1 12 2015
## 226 226 City Hotel 226 0 12 2015
## 227 227 City Hotel 227 1 118 2015
## 228 228 City Hotel 228 1 82 2015
## 229 229 City Hotel 229 1 82 2015
## 230 230 City Hotel 230 1 96 2015
## 231 231 City Hotel 231 1 108 2015
## 232 232 City Hotel 232 1 119 2015
## 233 233 City Hotel 233 1 119 2015
## 234 234 City Hotel 234 0 90 2015
## 235 235 City Hotel 235 0 62 2015
## 236 236 City Hotel 236 1 67 2015
## 237 237 City Hotel 237 1 106 2015
## 238 238 City Hotel 238 0 20 2015
## 239 239 City Hotel 239 0 20 2015
## 240 240 City Hotel 240 0 20 2015
## 241 241 City Hotel 241 1 22 2015
## 242 242 City Hotel 242 1 22 2015
## 243 243 City Hotel 243 0 20 2015
## 244 244 City Hotel 244 1 20 2015
## 245 245 City Hotel 245 1 22 2015
## 246 246 City Hotel 246 1 22 2015
## 247 247 City Hotel 247 0 20 2015
## 248 248 City Hotel 248 1 20 2015
## 249 249 City Hotel 249 1 22 2015
## 250 250 City Hotel 250 0 20 2015
## 251 251 City Hotel 251 0 20 2015
## 252 252 City Hotel 252 0 20 2015
## 253 253 City Hotel 253 0 20 2015
## 254 254 City Hotel 254 0 20 2015
## 255 255 City Hotel 255 0 20 2015
## 256 256 City Hotel 256 1 22 2015
## 257 257 City Hotel 257 1 22 2015
## 258 258 City Hotel 258 0 20 2015
## 259 259 City Hotel 259 1 20 2015
## 260 260 City Hotel 260 0 20 2015
## 261 261 City Hotel 261 1 22 2015
## 262 262 City Hotel 262 1 22 2015
## 263 263 City Hotel 263 1 22 2015
## 264 264 City Hotel 264 0 20 2015
## 265 265 City Hotel 265 1 20 2015
## 266 266 City Hotel 266 0 20 2015
## 267 267 City Hotel 267 0 20 2015
## 268 268 City Hotel 268 0 20 2015
## 269 269 City Hotel 269 0 20 2015
## 270 270 City Hotel 270 1 20 2015
## 271 271 City Hotel 271 0 20 2015
## 272 272 City Hotel 272 1 99 2015
## 273 273 City Hotel 273 1 112 2015
## 274 274 City Hotel 274 1 69 2015
## 275 275 City Hotel 275 1 96 2015
## 276 276 City Hotel 276 1 72 2015
## 277 277 City Hotel 277 1 69 2015
## 278 278 City Hotel 278 1 69 2015
## 279 279 City Hotel 279 1 22 2015
## 280 280 City Hotel 280 0 20 2015
## 281 281 City Hotel 281 0 20 2015
## 282 282 City Hotel 282 0 20 2015
## 283 283 City Hotel 283 1 22 2015
## 284 284 City Hotel 284 0 111 2015
## 285 285 City Hotel 285 1 20 2015
## 286 286 City Hotel 286 0 20 2015
## 287 287 City Hotel 287 1 22 2015
## 288 288 City Hotel 288 1 93 2015
## 289 289 City Hotel 289 0 132 2015
## 290 290 City Hotel 290 0 132 2015
## 291 291 City Hotel 291 0 132 2015
## 292 292 City Hotel 292 0 132 2015
## 293 293 City Hotel 293 0 132 2015
## 294 294 City Hotel 294 0 132 2015
## 295 295 City Hotel 295 0 132 2015
## 296 296 City Hotel 296 0 132 2015
## 297 297 City Hotel 297 0 132 2015
## 298 298 City Hotel 298 0 132 2015
## 299 299 City Hotel 299 0 132 2015
## 300 300 City Hotel 300 0 132 2015
## 301 301 City Hotel 301 0 132 2015
## 302 302 City Hotel 302 0 132 2015
## 303 303 City Hotel 303 0 132 2015
## 304 304 City Hotel 304 0 132 2015
## 305 305 City Hotel 305 0 132 2015
## 306 306 City Hotel 306 0 132 2015
## 307 307 City Hotel 307 0 132 2015
## 308 308 City Hotel 308 0 132 2015
## 309 309 City Hotel 309 0 132 2015
## 310 310 City Hotel 310 0 132 2015
## 311 311 City Hotel 311 0 132 2015
## 312 312 City Hotel 312 0 132 2015
## 313 313 City Hotel 313 0 132 2015
## 314 314 City Hotel 314 0 132 2015
## 315 315 City Hotel 315 0 110 2015
## 316 316 City Hotel 316 0 132 2015
## 317 317 City Hotel 317 0 132 2015
## 318 318 City Hotel 318 0 132 2015
## 319 319 City Hotel 319 0 132 2015
## 320 320 City Hotel 320 0 132 2015
## 321 321 City Hotel 321 0 132 2015
## 322 322 City Hotel 322 0 110 2015
## 323 323 City Hotel 323 0 132 2015
## 324 324 City Hotel 324 0 132 2015
## 325 325 City Hotel 325 0 132 2015
## 326 326 City Hotel 326 0 132 2015
## 327 327 City Hotel 327 1 96 2015
## 328 328 City Hotel 328 1 132 2015
## 329 329 City Hotel 329 1 2 2015
## 330 330 City Hotel 330 1 132 2015
## 331 331 City Hotel 331 1 132 2015
## 332 332 City Hotel 332 1 2 2015
## 333 333 City Hotel 333 0 132 2015
## 334 334 City Hotel 334 1 85 2015
## 335 335 City Hotel 335 0 0 2015
## 336 336 City Hotel 336 0 0 2015
## 337 337 City Hotel 337 0 0 2015
## 338 338 City Hotel 338 0 0 2015
## 339 339 City Hotel 339 0 0 2015
## 340 340 City Hotel 340 0 15 2015
## 341 341 City Hotel 341 0 84 2015
## 342 342 City Hotel 342 0 0 2015
## 343 343 City Hotel 343 0 15 2015
## 344 344 City Hotel 344 0 84 2015
## 345 345 City Hotel 345 1 98 2015
## 346 346 City Hotel 346 1 124 2015
## 347 347 City Hotel 347 1 110 2015
## 348 348 City Hotel 348 1 110 2015
## 349 349 City Hotel 349 0 16 2015
## 350 350 City Hotel 350 0 16 2015
## 351 351 City Hotel 351 1 110 2015
## 352 352 City Hotel 352 1 110 2015
## 353 353 City Hotel 353 1 110 2015
## 354 354 City Hotel 354 1 110 2015
## 355 355 City Hotel 355 0 16 2015
## 356 356 City Hotel 356 0 110 2015
## 357 357 City Hotel 357 1 110 2015
## 358 358 City Hotel 358 1 110 2015
## 359 359 City Hotel 359 1 110 2015
## 360 360 City Hotel 360 1 110 2015
## 361 361 City Hotel 361 1 110 2015
## 362 362 City Hotel 362 1 110 2015
## 363 363 City Hotel 363 0 16 2015
## 364 364 City Hotel 364 1 110 2015
## 365 365 City Hotel 365 1 110 2015
## 366 366 City Hotel 366 0 110 2015
## 367 367 City Hotel 367 0 110 2015
## 368 368 City Hotel 368 1 110 2015
## 369 369 City Hotel 369 1 110 2015
## 370 370 City Hotel 370 0 16 2015
## 371 371 City Hotel 371 0 16 2015
## 372 372 City Hotel 372 1 110 2015
## 373 373 City Hotel 373 0 16 2015
## 374 374 City Hotel 374 0 16 2015
## 375 375 City Hotel 375 0 110 2015
## 376 376 City Hotel 376 1 110 2015
## 377 377 City Hotel 377 0 16 2015
## 378 378 City Hotel 378 0 16 2015
## 379 379 City Hotel 379 1 110 2015
## 380 380 City Hotel 380 1 110 2015
## 381 381 City Hotel 381 0 19 2015
## 382 382 City Hotel 382 0 19 2015
## 383 383 City Hotel 383 0 19 2015
## 384 384 City Hotel 384 0 19 2015
## 385 385 City Hotel 385 0 19 2015
## 386 386 City Hotel 386 0 19 2015
## 387 387 City Hotel 387 1 19 2015
## 388 388 City Hotel 388 1 19 2015
## 389 389 City Hotel 389 1 19 2015
## 390 390 City Hotel 390 1 19 2015
## 391 391 City Hotel 391 0 19 2015
## 392 392 City Hotel 392 0 19 2015
## 393 393 City Hotel 393 0 19 2015
## 394 394 City Hotel 394 0 2 2015
## 395 395 City Hotel 395 0 19 2015
## 396 396 City Hotel 396 0 16 2015
## 397 397 City Hotel 397 0 19 2015
## 398 398 City Hotel 398 0 19 2015
## 399 399 City Hotel 399 0 19 2015
## 400 400 City Hotel 400 0 19 2015
## 401 401 City Hotel 401 1 19 2015
## 402 402 City Hotel 402 1 19 2015
## 403 403 City Hotel 403 0 19 2015
## 404 404 City Hotel 404 1 19 2015
## 405 405 City Hotel 405 0 19 2015
## 406 406 City Hotel 406 1 19 2015
## 407 407 City Hotel 407 1 19 2015
## 408 408 City Hotel 408 0 19 2015
## 409 409 City Hotel 409 0 19 2015
## 410 410 City Hotel 410 1 19 2015
## 411 411 City Hotel 411 1 19 2015
## 412 412 City Hotel 412 1 19 2015
## 413 413 City Hotel 413 1 125 2015
## 414 414 City Hotel 414 0 0 2015
## 415 415 City Hotel 415 1 81 2015
## 416 416 City Hotel 416 0 5 2015
## 417 417 City Hotel 417 1 87 2015
## 418 418 City Hotel 418 1 27 2015
## 419 419 City Hotel 419 0 25 2015
## 420 420 City Hotel 420 1 25 2015
## 421 421 City Hotel 421 1 25 2015
## 422 422 City Hotel 422 0 25 2015
## 423 423 City Hotel 423 1 27 2015
## 424 424 City Hotel 424 1 27 2015
## 425 425 City Hotel 425 0 25 2015
## 426 426 City Hotel 426 1 25 2015
## 427 427 City Hotel 427 1 25 2015
## 428 428 City Hotel 428 1 27 2015
## 429 429 City Hotel 429 1 27 2015
## 430 430 City Hotel 430 1 25 2015
## 431 431 City Hotel 431 0 25 2015
## 432 432 City Hotel 432 0 25 2015
## 433 433 City Hotel 433 0 25 2015
## 434 434 City Hotel 434 0 25 2015
## 435 435 City Hotel 435 0 25 2015
## 436 436 City Hotel 436 1 27 2015
## 437 437 City Hotel 437 1 27 2015
## 438 438 City Hotel 438 1 89 2015
## 439 439 City Hotel 439 0 25 2015
## 440 440 City Hotel 440 0 25 2015
## 441 441 City Hotel 441 0 25 2015
## 442 442 City Hotel 442 0 25 2015
## 443 443 City Hotel 443 0 25 2015
## 444 444 City Hotel 444 1 27 2015
## 445 445 City Hotel 445 1 27 2015
## 446 446 City Hotel 446 1 27 2015
## 447 447 City Hotel 447 1 27 2015
## 448 448 City Hotel 448 1 25 2015
## 449 449 City Hotel 449 1 27 2015
## 450 450 City Hotel 450 1 27 2015
## 451 451 City Hotel 451 1 27 2015
## 452 452 City Hotel 452 1 25 2015
## 453 453 City Hotel 453 0 25 2015
## 454 454 City Hotel 454 0 25 2015
## 455 455 City Hotel 455 0 25 2015
## 456 456 City Hotel 456 1 25 2015
## 457 457 City Hotel 457 1 27 2015
## 458 458 City Hotel 458 0 25 2015
## 459 459 City Hotel 459 0 25 2015
## 460 460 City Hotel 460 0 25 2015
## 461 461 City Hotel 461 1 27 2015
## 462 462 City Hotel 462 1 27 2015
## 463 463 City Hotel 463 1 25 2015
## 464 464 City Hotel 464 1 25 2015
## 465 465 City Hotel 465 1 27 2015
## 466 466 City Hotel 466 0 126 2015
## 467 467 City Hotel 467 0 0 2015
## 468 468 City Hotel 468 0 0 2015
## 469 469 City Hotel 469 0 126 2015
## 470 470 City Hotel 470 1 81 2015
## 471 471 City Hotel 471 0 114 2015
## 472 472 City Hotel 472 0 74 2015
## 473 473 City Hotel 473 0 74 2015
## 474 474 City Hotel 474 0 0 2015
## 475 475 City Hotel 475 0 0 2015
## 476 476 City Hotel 476 0 1 2015
## 477 477 City Hotel 477 0 0 2015
## 478 478 City Hotel 478 0 0 2015
## 479 479 City Hotel 479 0 75 2015
## 480 480 City Hotel 480 0 69 2015
## 481 481 City Hotel 481 0 64 2015
## 482 482 City Hotel 482 0 2 2015
## 483 483 City Hotel 483 0 0 2015
## 484 484 City Hotel 484 0 122 2015
## 485 485 City Hotel 485 0 138 2015
## 486 486 City Hotel 486 0 122 2015
## 487 487 City Hotel 487 1 106 2015
## 488 488 City Hotel 488 0 115 2015
## 489 489 City Hotel 489 0 102 2015
## 490 490 City Hotel 490 0 2 2015
## 491 491 City Hotel 491 0 85 2015
## 492 492 City Hotel 492 1 115 2015
## 493 493 City Hotel 493 1 92 2015
## 494 494 City Hotel 494 0 100 2015
## 495 495 City Hotel 495 0 0 2015
## 496 496 City Hotel 496 0 78 2015
## 497 497 City Hotel 497 0 80 2015
## 498 498 City Hotel 498 0 80 2015
## 499 499 City Hotel 499 0 80 2015
## 500 500 City Hotel 500 1 130 2015
## 501 501 City Hotel 501 0 0 2015
## 502 502 City Hotel 502 0 117 2015
## 503 503 City Hotel 503 0 117 2015
## 504 504 City Hotel 504 1 117 2015
## 505 505 City Hotel 505 1 117 2015
## 506 506 City Hotel 506 1 130 2015
## 507 507 City Hotel 507 0 117 2015
## 508 508 City Hotel 508 0 117 2015
## 509 509 City Hotel 509 1 117 2015
## 510 510 City Hotel 510 1 117 2015
## 511 511 City Hotel 511 1 117 2015
## 512 512 City Hotel 512 1 130 2015
## 513 513 City Hotel 513 0 117 2015
## 514 514 City Hotel 514 1 117 2015
## 515 515 City Hotel 515 1 2 2015
## 516 516 City Hotel 516 1 117 2015
## 517 517 City Hotel 517 0 117 2015
## 518 518 City Hotel 518 1 117 2015
## 519 519 City Hotel 519 0 117 2015
## 520 520 City Hotel 520 1 117 2015
## 521 521 City Hotel 521 1 2 2015
## 522 522 City Hotel 522 0 117 2015
## 523 523 City Hotel 523 1 117 2015
## 524 524 City Hotel 524 1 117 2015
## 525 525 City Hotel 525 0 117 2015
## 526 526 City Hotel 526 0 117 2015
## 527 527 City Hotel 527 1 117 2015
## 528 528 City Hotel 528 1 117 2015
## 529 529 City Hotel 529 1 2 2015
## 530 530 City Hotel 530 0 117 2015
## 531 531 City Hotel 531 0 117 2015
## 532 532 City Hotel 532 0 4 2015
## 533 533 City Hotel 533 0 135 2015
## 534 534 City Hotel 534 0 94 2015
## 535 535 City Hotel 535 0 2 2015
## 536 536 City Hotel 536 0 83 2015
## 537 537 City Hotel 537 0 0 2015
## 538 538 City Hotel 538 0 6 2015
## 539 539 City Hotel 539 0 0 2015
## 540 540 City Hotel 540 0 6 2015
## 541 541 City Hotel 541 1 2 2015
## 542 542 City Hotel 542 1 76 2015
## 543 543 City Hotel 543 0 84 2015
## 544 544 City Hotel 544 0 7 2015
## 545 545 City Hotel 545 1 76 2015
## 546 546 City Hotel 546 1 28 2015
## 547 547 City Hotel 547 1 28 2015
## 548 548 City Hotel 548 1 28 2015
## 549 549 City Hotel 549 0 28 2015
## 550 550 City Hotel 550 1 28 2015
## 551 551 City Hotel 551 0 28 2015
## 552 552 City Hotel 552 1 28 2015
## 553 553 City Hotel 553 0 28 2015
## 554 554 City Hotel 554 1 28 2015
## 555 555 City Hotel 555 1 28 2015
## 556 556 City Hotel 556 1 28 2015
## 557 557 City Hotel 557 0 28 2015
## 558 558 City Hotel 558 1 28 2015
## 559 559 City Hotel 559 1 28 2015
## 560 560 City Hotel 560 1 28 2015
## 561 561 City Hotel 561 0 28 2015
## 562 562 City Hotel 562 0 28 2015
## 563 563 City Hotel 563 1 28 2015
## 564 564 City Hotel 564 0 28 2015
## 565 565 City Hotel 565 1 28 2015
## 566 566 City Hotel 566 1 28 2015
## 567 567 City Hotel 567 1 28 2015
## 568 568 City Hotel 568 0 3 2015
## 569 569 City Hotel 569 0 28 2015
## 570 570 City Hotel 570 1 28 2015
## 571 571 City Hotel 571 0 28 2015
## 572 572 City Hotel 572 0 28 2015
## 573 573 City Hotel 573 1 28 2015
## 574 574 City Hotel 574 0 28 2015
## 575 575 City Hotel 575 1 28 2015
## 576 576 City Hotel 576 0 111 2015
## 577 577 City Hotel 577 1 81 2015
## 578 578 City Hotel 578 1 77 2015
## 579 579 City Hotel 579 0 28 2015
## 580 580 City Hotel 580 0 28 2015
## 581 581 City Hotel 581 0 0 2015
## 582 582 City Hotel 582 0 0 2015
## 583 583 City Hotel 583 0 0 2015
## 584 584 City Hotel 584 1 0 2015
## 585 585 City Hotel 585 1 0 2015
## 586 586 City Hotel 586 0 0 2015
## 587 587 City Hotel 587 1 1 2015
## 588 588 City Hotel 588 0 1 2015
## 589 589 City Hotel 589 0 34 2015
## 590 590 City Hotel 590 1 34 2015
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## 2625 2625 City Hotel 2625 1 86 2015
## 2626 2626 City Hotel 2626 1 86 2015
## 2627 2627 City Hotel 2627 1 55 2015
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## 2641 2641 City Hotel 2641 0 5 2015
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## 2717 2717 City Hotel 2717 1 44 2015
## 2718 2718 City Hotel 2718 1 44 2015
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## 2720 2720 City Hotel 2720 1 44 2015
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## 2727 2727 City Hotel 2727 1 44 2015
## 2728 2728 City Hotel 2728 1 44 2015
## 2729 2729 City Hotel 2729 1 44 2015
## 2730 2730 City Hotel 2730 1 44 2015
## 2731 2731 City Hotel 2731 1 44 2015
## 2732 2732 City Hotel 2732 1 44 2015
## 2733 2733 City Hotel 2733 1 44 2015
## 2734 2734 City Hotel 2734 1 44 2015
## 2735 2735 City Hotel 2735 0 17 2015
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## 2737 2737 City Hotel 2737 1 44 2015
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## 2739 2739 City Hotel 2739 1 44 2015
## 2740 2740 City Hotel 2740 1 44 2015
## 2741 2741 City Hotel 2741 1 44 2015
## 2742 2742 City Hotel 2742 1 44 2015
## 2743 2743 City Hotel 2743 1 44 2015
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## 2755 2755 City Hotel 2755 1 44 2015
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## 2761 2761 City Hotel 2761 1 21 2015
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## 2774 2774 City Hotel 2774 1 87 2015
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## 2788 2788 City Hotel 2788 0 48 2015
## 2789 2789 City Hotel 2789 0 48 2015
## 2790 2790 City Hotel 2790 0 48 2015
## 2791 2791 City Hotel 2791 0 48 2015
## 2792 2792 City Hotel 2792 1 48 2015
## 2793 2793 City Hotel 2793 1 48 2015
## 2794 2794 City Hotel 2794 0 72 2015
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## 2796 2796 City Hotel 2796 0 168 2015
## 2797 2797 City Hotel 2797 0 168 2015
## 2798 2798 City Hotel 2798 0 168 2015
## 2799 2799 City Hotel 2799 1 168 2015
## 2800 2800 City Hotel 2800 0 41 2015
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## 2802 2802 City Hotel 2802 0 148 2015
## 2803 2803 City Hotel 2803 0 72 2015
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## 2805 2805 City Hotel 2805 0 168 2015
## 2806 2806 City Hotel 2806 0 168 2015
## 2807 2807 City Hotel 2807 0 168 2015
## 2808 2808 City Hotel 2808 1 72 2015
## 2809 2809 City Hotel 2809 0 72 2015
## 2810 2810 City Hotel 2810 1 87 2015
## 2811 2811 City Hotel 2811 1 87 2015
## 2812 2812 City Hotel 2812 0 0 2015
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## 2821 2821 City Hotel 2821 0 168 2015
## 2822 2822 City Hotel 2822 1 168 2015
## 2823 2823 City Hotel 2823 0 0 2015
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## 2826 2826 City Hotel 2826 1 168 2015
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## 2832 2832 City Hotel 2832 1 87 2015
## 2833 2833 City Hotel 2833 1 87 2015
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## 2838 2838 City Hotel 2838 1 8 2015
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## 2840 2840 City Hotel 2840 0 48 2015
## 2841 2841 City Hotel 2841 1 38 2015
## 2842 2842 City Hotel 2842 1 6 2015
## 2843 2843 City Hotel 2843 1 18 2015
## 2844 2844 City Hotel 2844 0 175 2015
## 2845 2845 City Hotel 2845 0 15 2015
## 2846 2846 City Hotel 2846 0 46 2015
## 2847 2847 City Hotel 2847 1 28 2015
## 2848 2848 City Hotel 2848 1 28 2015
## 2849 2849 City Hotel 2849 0 9 2015
## 2850 2850 City Hotel 2850 1 17 2015
## 2851 2851 City Hotel 2851 0 72 2015
## 2852 2852 City Hotel 2852 0 72 2015
## 2853 2853 City Hotel 2853 0 168 2015
## 2854 2854 City Hotel 2854 0 168 2015
## 2855 2855 City Hotel 2855 0 168 2015
## 2856 2856 City Hotel 2856 1 168 2015
## 2857 2857 City Hotel 2857 1 168 2015
## 2858 2858 City Hotel 2858 1 17 2015
## 2859 2859 City Hotel 2859 0 9 2015
## 2860 2860 City Hotel 2860 0 2 2015
## 2861 2861 City Hotel 2861 1 87 2015
## 2862 2862 City Hotel 2862 0 72 2015
## 2863 2863 City Hotel 2863 0 168 2015
## 2864 2864 City Hotel 2864 1 168 2015
## 2865 2865 City Hotel 2865 1 2 2015
## 2866 2866 City Hotel 2866 0 17 2015
## 2867 2867 City Hotel 2867 1 9 2015
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## 2869 2869 City Hotel 2869 0 48 2015
## 2870 2870 City Hotel 2870 1 87 2015
## 2871 2871 City Hotel 2871 1 87 2015
## 2872 2872 City Hotel 2872 0 48 2015
## 2873 2873 City Hotel 2873 0 48 2015
## 2874 2874 City Hotel 2874 1 87 2015
## 2875 2875 City Hotel 2875 0 4 2015
## 2876 2876 City Hotel 2876 0 48 2015
## 2877 2877 City Hotel 2877 0 11 2015
## 2878 2878 City Hotel 2878 0 48 2015
## 2879 2879 City Hotel 2879 0 13 2015
## 2880 2880 City Hotel 2880 0 0 2015
## 2881 2881 City Hotel 2881 0 9 2015
## 2882 2882 City Hotel 2882 1 17 2015
## 2883 2883 City Hotel 2883 0 48 2015
## 2884 2884 City Hotel 2884 0 48 2015
## 2885 2885 City Hotel 2885 1 87 2015
## 2886 2886 City Hotel 2886 0 168 2015
## 2887 2887 City Hotel 2887 1 168 2015
## 2888 2888 City Hotel 2888 0 72 2015
## 2889 2889 City Hotel 2889 0 72 2015
## 2890 2890 City Hotel 2890 0 3 2015
## 2891 2891 City Hotel 2891 0 72 2015
## 2892 2892 City Hotel 2892 0 168 2015
## 2893 2893 City Hotel 2893 0 168 2015
## 2894 2894 City Hotel 2894 0 168 2015
## 2895 2895 City Hotel 2895 1 168 2015
## 2896 2896 City Hotel 2896 1 168 2015
## 2897 2897 City Hotel 2897 1 87 2015
## 2898 2898 City Hotel 2898 1 87 2015
## 2899 2899 City Hotel 2899 0 148 2015
## 2900 2900 City Hotel 2900 1 72 2015
## 2901 2901 City Hotel 2901 0 168 2015
## 2902 2902 City Hotel 2902 0 168 2015
## 2903 2903 City Hotel 2903 0 168 2015
## 2904 2904 City Hotel 2904 0 10 2015
## 2905 2905 City Hotel 2905 0 0 2015
## 2906 2906 City Hotel 2906 1 87 2015
## 2907 2907 City Hotel 2907 0 168 2015
## 2908 2908 City Hotel 2908 0 168 2015
## 2909 2909 City Hotel 2909 1 168 2015
## 2910 2910 City Hotel 2910 1 7 2015
## 2911 2911 City Hotel 2911 1 8 2015
## 2912 2912 City Hotel 2912 0 3 2015
## 2913 2913 City Hotel 2913 0 170 2015
## 2914 2914 City Hotel 2914 0 170 2015
## 2915 2915 City Hotel 2915 0 11 2015
## 2916 2916 City Hotel 2916 0 29 2015
## 2917 2917 City Hotel 2917 0 170 2015
## 2918 2918 City Hotel 2918 0 26 2015
## 2919 2919 City Hotel 2919 0 4 2015
## 2920 2920 City Hotel 2920 1 65 2015
## 2921 2921 City Hotel 2921 1 65 2015
## 2922 2922 City Hotel 2922 1 65 2015
## 2923 2923 City Hotel 2923 1 65 2015
## 2924 2924 City Hotel 2924 1 65 2015
## 2925 2925 City Hotel 2925 1 28 2015
## 2926 2926 City Hotel 2926 1 65 2015
## 2927 2927 City Hotel 2927 1 65 2015
## 2928 2928 City Hotel 2928 1 65 2015
## 2929 2929 City Hotel 2929 0 26 2015
## 2930 2930 City Hotel 2930 0 12 2015
## 2931 2931 City Hotel 2931 1 65 2015
## 2932 2932 City Hotel 2932 0 44 2015
## 2933 2933 City Hotel 2933 0 9 2015
## 2934 2934 City Hotel 2934 1 65 2015
## 2935 2935 City Hotel 2935 0 68 2015
## 2936 2936 City Hotel 2936 0 68 2015
## 2937 2937 City Hotel 2937 1 68 2015
## 2938 2938 City Hotel 2938 1 68 2015
## 2939 2939 City Hotel 2939 0 60 2015
## 2940 2940 City Hotel 2940 0 68 2015
## 2941 2941 City Hotel 2941 0 68 2015
## arrival_date_month arrival_date_week_number arrival_date_day_of_month
## 1 July 27 1
## 2 July 27 1
## 3 July 27 1
## 4 July 27 1
## 5 July 27 2
## 6 July 27 2
## 7 July 27 2
## 8 July 27 2
## 9 July 27 2
## 10 July 27 2
## 11 July 27 3
## 12 July 27 3
## 13 July 27 3
## 14 July 27 3
## 15 July 27 3
## 16 July 27 3
## 17 July 27 3
## 18 July 27 3
## 19 July 27 3
## 20 July 27 3
## 21 July 27 3
## 22 July 27 3
## 23 July 27 3
## 24 July 27 3
## 25 July 27 3
## 26 July 27 3
## 27 July 27 4
## 28 July 27 4
## 29 July 27 4
## 30 July 27 4
## 31 July 28 5
## 32 July 28 5
## 33 July 28 5
## 34 July 28 6
## 35 July 28 6
## 36 July 28 6
## 37 July 28 6
## 38 July 28 6
## 39 July 28 6
## 40 July 28 6
## 41 July 28 6
## 42 July 28 7
## 43 July 28 7
## 44 July 28 7
## 45 July 28 7
## 46 July 28 7
## 47 July 28 7
## 48 July 28 7
## 49 July 28 7
## 50 July 28 7
## 51 July 28 7
## 52 July 28 7
## 53 July 28 7
## 54 July 28 7
## 55 July 28 7
## 56 July 28 7
## 57 July 28 7
## 58 July 28 8
## 59 July 28 8
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## country market_segment distribution_channel is_repeated_guest
## 1 PRT Offline TA/TO TA/TO 0
## 2 PRT Online TA TA/TO 0
## 3 PRT Online TA TA/TO 0
## 4 PRT Online TA TA/TO 0
## 5 PRT Online TA TA/TO 0
## 6 PRT Online TA TA/TO 0
## 7 PRT Groups TA/TO 0
## 8 PRT Online TA TA/TO 0
## 9 PRT Online TA TA/TO 0
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## 16 PRT Groups TA/TO 0
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## 18 PRT Groups TA/TO 0
## 19 PRT Groups TA/TO 0
## 20 PRT Groups TA/TO 0
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## 25 PRT Online TA TA/TO 0
## 26 PRT Online TA TA/TO 0
## 27 PRT Online TA TA/TO 0
## 28 PRT Online TA TA/TO 0
## 29 PRT Online TA TA/TO 0
## 30 PRT Groups TA/TO 0
## 31 PRT Online TA TA/TO 0
## 32 PRT Online TA TA/TO 0
## 33 PRT Online TA TA/TO 0
## 34 PRT Online TA TA/TO 0
## 35 PRT Online TA TA/TO 0
## 36 PRT Online TA TA/TO 0
## 37 PRT Online TA TA/TO 0
## 38 PRT Online TA TA/TO 0
## 39 PRT Online TA TA/TO 0
## 40 PRT Online TA TA/TO 0
## 41 PRT Online TA TA/TO 0
## 42 PRT Online TA TA/TO 0
## 43 PRT Online TA TA/TO 0
## 44 PRT Online TA TA/TO 0
## 45 PRT Offline TA/TO TA/TO 0
## 46 PRT Online TA TA/TO 0
## 47 PRT Online TA TA/TO 0
## 48 PRT Complementary TA/TO 0
## 49 PRT Online TA TA/TO 0
## 50 PRT Online TA TA/TO 0
## 51 PRT Direct Direct 0
## 52 PRT Direct Direct 0
## 53 PRT Online TA TA/TO 0
## 54 PRT Online TA TA/TO 0
## 55 PRT Online TA TA/TO 0
## 56 PRT Online TA TA/TO 0
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## 58 PRT Groups TA/TO 0
## 59 PRT Online TA TA/TO 0
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## 62 PRT Online TA TA/TO 0
## 63 PRT Online TA TA/TO 0
## 64 PRT Online TA TA/TO 0
## 65 PRT Online TA TA/TO 0
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## 71 PRT Direct Direct 0
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## 85 PRT Offline TA/TO TA/TO 0
## 86 ITA Offline TA/TO TA/TO 0
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## 90 PRT Offline TA/TO TA/TO 0
## 91 PRT Offline TA/TO TA/TO 0
## 92 ITA Offline TA/TO TA/TO 0
## 93 ITA Offline TA/TO TA/TO 0
## 94 PRT Offline TA/TO TA/TO 0
## 95 ITA Offline TA/TO TA/TO 0
## 96 PRT Offline TA/TO TA/TO 0
## 97 PRT Offline TA/TO TA/TO 0
## 98 ITA Offline TA/TO TA/TO 0
## 99 ITA Offline TA/TO TA/TO 0
## 100 PRT Offline TA/TO TA/TO 0
## 101 ITA Offline TA/TO TA/TO 0
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## 108 PRT Offline TA/TO TA/TO 0
## 109 ITA Offline TA/TO TA/TO 0
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## 112 ITA Offline TA/TO TA/TO 0
## 113 PRT Offline TA/TO TA/TO 0
## 114 PRT Offline TA/TO TA/TO 0
## 115 ITA Offline TA/TO TA/TO 0
## 116 ITA Offline TA/TO TA/TO 0
## 117 PRT Online TA TA/TO 0
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## 119 PRT Offline TA/TO TA/TO 0
## 120 PRT Direct Direct 0
## 121 PRT Online TA TA/TO 0
## 122 PRT Direct Direct 0
## 123 PRT Direct Direct 0
## 124 PRT Direct Direct 0
## 125 PRT Online TA TA/TO 0
## 126 PRT Direct Direct 0
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## 135 PRT Direct Direct 0
## 136 PRT Online TA TA/TO 0
## 137 PRT Online TA TA/TO 0
## 138 PRT Online TA TA/TO 0
## 139 PRT Online TA TA/TO 0
## 140 PRT Direct Direct 0
## 141 PRT Online TA TA/TO 0
## 142 PRT Online TA TA/TO 0
## 143 PRT Online TA TA/TO 0
## 144 PRT Online TA TA/TO 0
## 145 PRT Online TA TA/TO 0
## 146 PRT Online TA TA/TO 0
## 147 PRT Online TA TA/TO 0
## 148 PRT Online TA TA/TO 0
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## 150 PRT Groups TA/TO 0
## 151 PRT Groups TA/TO 0
## 152 PRT Groups TA/TO 0
## 153 PRT Groups TA/TO 0
## 154 PRT Groups TA/TO 0
## 155 PRT Groups TA/TO 0
## 156 PRT Groups TA/TO 0
## 157 PRT Groups TA/TO 0
## 158 PRT Groups TA/TO 0
## 159 PRT Groups TA/TO 0
## 160 PRT Groups TA/TO 0
## 161 PRT Groups TA/TO 0
## 162 PRT Groups TA/TO 0
## 163 PRT Groups TA/TO 0
## 164 PRT Groups TA/TO 0
## 165 PRT Groups TA/TO 0
## 166 PRT Groups TA/TO 0
## 167 PRT Groups TA/TO 0
## 168 PRT Groups TA/TO 0
## 169 PRT Groups TA/TO 0
## 170 PRT Groups TA/TO 0
## 171 ITA Offline TA/TO TA/TO 0
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## 179 ITA Offline TA/TO TA/TO 0
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## 184 PRT Offline TA/TO TA/TO 0
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## 190 ITA Offline TA/TO TA/TO 0
## 191 PRT Offline TA/TO TA/TO 0
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## 194 ITA Offline TA/TO TA/TO 0
## 195 PRT Groups TA/TO 0
## 196 PRT Groups TA/TO 0
## 197 PRT Groups TA/TO 0
## 198 PRT Groups TA/TO 0
## 199 PRT Groups TA/TO 0
## 200 PRT Groups TA/TO 0
## 201 PRT Online TA TA/TO 0
## 202 PRT Groups TA/TO 0
## 203 PRT Groups TA/TO 0
## 204 PRT Groups TA/TO 0
## 205 PRT Groups TA/TO 0
## 206 PRT Groups TA/TO 0
## 207 PRT Groups TA/TO 0
## 208 PRT Groups TA/TO 0
## 209 PRT Groups TA/TO 0
## 210 PRT Groups TA/TO 0
## 211 PRT Groups TA/TO 0
## 212 PRT Groups TA/TO 0
## 213 PRT Groups TA/TO 0
## 214 PRT Groups TA/TO 0
## 215 PRT Groups TA/TO 0
## 216 PRT Groups TA/TO 0
## 217 PRT Groups TA/TO 0
## 218 PRT Groups TA/TO 0
## 219 PRT Groups TA/TO 0
## 220 PRT Groups TA/TO 0
## 221 PRT Groups TA/TO 0
## 222 PRT Groups TA/TO 0
## 223 PRT Groups TA/TO 0
## 224 PRT Groups TA/TO 0
## 225 PRT Groups TA/TO 0
## 226 PRT Groups TA/TO 0
## 227 PRT Online TA TA/TO 0
## 228 PRT Online TA TA/TO 0
## 229 PRT Online TA TA/TO 0
## 230 PRT Online TA TA/TO 0
## 231 PRT Online TA TA/TO 0
## 232 PRT Online TA TA/TO 0
## 233 PRT Online TA TA/TO 0
## 234 PRT Online TA TA/TO 0
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## 236 PRT Online TA TA/TO 0
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## 238 PRT Groups TA/TO 0
## 239 PRT Groups TA/TO 0
## 240 PRT Groups TA/TO 0
## 241 PRT Groups TA/TO 0
## 242 PRT Groups TA/TO 0
## 243 PRT Groups TA/TO 0
## 244 PRT Groups TA/TO 0
## 245 PRT Groups TA/TO 0
## 246 PRT Groups TA/TO 0
## 247 PRT Groups TA/TO 0
## 248 PRT Groups TA/TO 0
## 249 PRT Groups TA/TO 0
## 250 PRT Groups TA/TO 0
## 251 PRT Groups TA/TO 0
## 252 PRT Groups TA/TO 0
## 253 PRT Groups TA/TO 0
## 254 PRT Groups TA/TO 0
## 255 PRT Groups TA/TO 0
## 256 PRT Groups TA/TO 0
## 257 PRT Groups TA/TO 0
## 258 PRT Groups TA/TO 0
## 259 PRT Groups TA/TO 0
## 260 PRT Groups TA/TO 0
## 261 PRT Groups TA/TO 0
## 262 PRT Groups TA/TO 0
## 263 PRT Groups TA/TO 0
## 264 PRT Groups TA/TO 0
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## 266 PRT Groups TA/TO 0
## 267 PRT Groups TA/TO 0
## 268 PRT Groups TA/TO 0
## 269 PRT Groups TA/TO 0
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## 147 A 0 No Deposit 9 NULL
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## 151 A 0 No Deposit 1 NULL
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## 868 B 1 No Deposit 9 NULL
## 869 A 0 No Deposit 9 NULL
## 870 A 0 No Deposit 9 NULL
## 871 A 0 No Deposit NULL NULL
## 872 A 0 No Deposit 9 NULL
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## 884 D 0 No Deposit 1 NULL
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## 1046 D 0 No Deposit 1 NULL
## 1047 A 0 No Deposit 1 NULL
## 1048 A 0 No Deposit 1 NULL
## 1049 A 0 No Deposit 1 NULL
## 1050 A 0 No Deposit 1 NULL
## 1051 A 0 No Deposit 1 NULL
## 1052 A 0 No Deposit 1 NULL
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## 1056 A 0 No Deposit 9 NULL
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## 1100 A 0 No Deposit 9 NULL
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## 1102 A 0 No Deposit 9 NULL
## 1103 A 0 Non Refund 1 NULL
## 1104 A 0 Non Refund 1 NULL
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## 1106 D 1 No Deposit 6 NULL
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## 1111 A 1 No Deposit 6 NULL
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## 1113 A 0 No Deposit 6 NULL
## 1114 A 0 No Deposit 6 NULL
## 1115 A 0 No Deposit 6 NULL
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## 1125 A 0 No Deposit 6 NULL
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## 1155 A 0 No Deposit 6 NULL
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## 1170 A 0 No Deposit 6 NULL
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## 1190 A 0 No Deposit 6 NULL
## 1191 A 0 No Deposit 6 NULL
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## 1195 D 0 No Deposit 6 NULL
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## 1200 A 0 No Deposit 6 NULL
## 1201 A 0 No Deposit 6 NULL
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## 1204 A 0 No Deposit 6 NULL
## 1205 A 0 No Deposit 6 NULL
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## 1209 A 0 No Deposit 6 NULL
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## 1212 A 0 No Deposit 6 NULL
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## 1220 A 0 No Deposit 6 NULL
## 1221 A 0 No Deposit 6 NULL
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## 1223 A 1 No Deposit 6 NULL
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## 1225 A 0 No Deposit 6 NULL
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## 1230 A 0 No Deposit 6 NULL
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## 1236 A 0 No Deposit 6 NULL
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## 1242 D 0 No Deposit 6 NULL
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## 1245 A 0 No Deposit 6 NULL
## 1246 A 0 No Deposit 6 NULL
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## 1249 A 0 No Deposit 6 NULL
## 1250 A 0 No Deposit 6 NULL
## 1251 A 0 No Deposit 6 NULL
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## 1256 A 1 No Deposit 6 NULL
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## 1304 A 0 No Deposit 1 NULL
## 1305 A 0 No Deposit 1 NULL
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## 1308 A 0 No Deposit 1 NULL
## 1309 A 0 No Deposit 1 NULL
## 1310 A 0 No Deposit 1 NULL
## 1311 A 0 No Deposit 9 NULL
## 1312 A 0 No Deposit 1 NULL
## 1313 A 0 No Deposit 1 NULL
## 1314 E 0 No Deposit 1 NULL
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## 1318 A 0 No Deposit 1 NULL
## 1319 A 0 No Deposit 1 NULL
## 1320 A 0 No Deposit 1 NULL
## 1321 A 0 No Deposit 1 NULL
## 1322 A 0 No Deposit 1 NULL
## 1323 A 0 No Deposit 1 NULL
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## 1325 A 0 No Deposit 1 NULL
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## 1331 A 0 No Deposit 14 NULL
## 1332 A 0 No Deposit 9 NULL
## 1333 A 0 No Deposit 9 NULL
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## 1335 D 1 No Deposit 1 NULL
## 1336 A 0 No Deposit 1 NULL
## 1337 A 0 No Deposit 1 NULL
## 1338 A 0 No Deposit 1 NULL
## 1339 A 0 No Deposit 1 NULL
## 1340 A 0 No Deposit 17 NULL
## 1341 A 0 No Deposit 17 NULL
## 1342 A 0 No Deposit 17 NULL
## 1343 A 0 No Deposit 17 NULL
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## 1345 A 1 No Deposit 17 NULL
## 1346 A 0 No Deposit 17 NULL
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## 1350 A 0 No Deposit 17 NULL
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## 1365 A 0 No Deposit 17 NULL
## 1366 A 0 No Deposit 17 NULL
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## 1370 A 0 No Deposit 17 NULL
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## 1373 A 0 No Deposit 17 NULL
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## 1390 A 0 No Deposit 14 NULL
## 1391 D 0 No Deposit 14 NULL
## 1392 A 0 No Deposit 14 NULL
## 1393 D 0 No Deposit 14 NULL
## 1394 A 0 No Deposit 13 NULL
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## 1396 A 0 No Deposit 9 NULL
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## 1400 A 0 No Deposit 9 NULL
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## 1410 A 0 No Deposit 1 NULL
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## 1412 A 0 No Deposit 1 NULL
## 1413 A 0 No Deposit 1 NULL
## 1414 A 0 No Deposit 1 NULL
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## 1416 D 0 No Deposit 1 NULL
## 1417 A 0 No Deposit 1 NULL
## 1418 A 0 No Deposit 1 NULL
## 1419 D 1 No Deposit 1 NULL
## 1420 A 0 No Deposit 1 NULL
## 1421 A 0 No Deposit 1 NULL
## 1422 A 1 No Deposit 1 NULL
## 1423 A 0 No Deposit 1 NULL
## 1424 A 0 No Deposit 1 NULL
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## 1427 A 0 No Deposit NULL NULL
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## 1451 A 0 No Deposit 9 NULL
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## 1466 A 0 No Deposit NULL NULL
## 1467 A 0 No Deposit NULL NULL
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## 1471 A 0 No Deposit 1 NULL
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## 1486 A 0 No Deposit NULL NULL
## 1487 A 0 No Deposit NULL NULL
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## 1523 A 0 No Deposit NULL 40
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## 1526 A 0 No Deposit 9 NULL
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## 1536 A 0 No Deposit 9 NULL
## 1537 A 0 No Deposit 9 NULL
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## 1542 B 1 No Deposit NULL NULL
## 1543 A 0 No Deposit 9 NULL
## 1544 E 1 No Deposit 14 NULL
## 1545 A 0 No Deposit 40 NULL
## 1546 A 0 No Deposit 9 NULL
## 1547 A 2 No Deposit NULL 40
## 1548 D 1 No Deposit 9 NULL
## 1549 A 0 No Deposit 9 NULL
## 1550 A 0 No Deposit 9 NULL
## 1551 A 1 No Deposit 14 NULL
## 1552 D 1 No Deposit NULL 45
## 1553 A 0 No Deposit 14 NULL
## 1554 F 0 No Deposit 9 NULL
## 1555 A 0 No Deposit 9 NULL
## 1556 A 0 No Deposit 9 NULL
## 1557 A 0 No Deposit 14 NULL
## 1558 A 0 No Deposit 9 NULL
## 1559 D 2 No Deposit NULL NULL
## 1560 D 0 No Deposit 9 NULL
## 1561 A 0 No Deposit NULL NULL
## 1562 A 0 No Deposit 9 NULL
## 1563 A 0 No Deposit 9 NULL
## 1564 A 0 No Deposit 9 NULL
## 1565 A 0 No Deposit 9 NULL
## 1566 A 0 No Deposit 45 NULL
## 1567 A 0 No Deposit 9 NULL
## 1568 F 0 No Deposit 9 NULL
## 1569 A 0 No Deposit 9 NULL
## 1570 A 0 No Deposit 14 NULL
## 1571 A 0 No Deposit NULL NULL
## 1572 A 0 No Deposit 27 NULL
## 1573 E 0 No Deposit 27 NULL
## 1574 A 0 No Deposit NULL NULL
## 1575 A 0 No Deposit NULL 45
## 1576 A 0 No Deposit NULL NULL
## 1577 D 0 No Deposit NULL NULL
## 1578 A 0 No Deposit 9 NULL
## 1579 A 0 No Deposit NULL NULL
## 1580 D 0 No Deposit 9 NULL
## 1581 F 1 No Deposit 9 NULL
## 1582 A 0 No Deposit 9 NULL
## 1583 A 0 No Deposit 9 NULL
## 1584 A 0 No Deposit 9 NULL
## 1585 A 0 No Deposit 14 NULL
## 1586 D 1 No Deposit 9 NULL
## 1587 A 0 No Deposit 9 NULL
## 1588 A 0 No Deposit 9 NULL
## 1589 A 0 No Deposit 14 NULL
## 1590 A 0 No Deposit 9 NULL
## 1591 D 1 No Deposit 9 NULL
## 1592 A 1 No Deposit 14 NULL
## 1593 A 0 No Deposit 9 NULL
## 1594 A 0 No Deposit 13 NULL
## 1595 D 0 No Deposit 13 NULL
## 1596 A 1 No Deposit NULL NULL
## 1597 A 0 No Deposit 14 NULL
## 1598 D 0 No Deposit NULL NULL
## 1599 F 0 No Deposit 9 NULL
## 1600 A 2 No Deposit 17 NULL
## 1601 A 0 No Deposit NULL NULL
## 1602 A 1 No Deposit 17 NULL
## 1603 D 0 No Deposit NULL NULL
## 1604 A 0 No Deposit 9 NULL
## 1605 A 0 No Deposit NULL NULL
## 1606 A 0 No Deposit 9 NULL
## 1607 D 0 No Deposit 9 NULL
## 1608 A 0 No Deposit 9 NULL
## 1609 A 0 No Deposit 9 NULL
## 1610 A 0 No Deposit 9 NULL
## 1611 A 0 No Deposit 9 NULL
## 1612 F 1 No Deposit 9 NULL
## 1613 A 0 No Deposit 9 NULL
## 1614 A 0 No Deposit 9 NULL
## 1615 E 0 No Deposit 9 NULL
## 1616 A 0 No Deposit 9 NULL
## 1617 A 0 No Deposit 14 NULL
## 1618 A 0 No Deposit 9 NULL
## 1619 F 0 No Deposit 9 NULL
## 1620 A 0 No Deposit 9 NULL
## 1621 E 0 No Deposit 9 NULL
## 1622 F 1 No Deposit 9 NULL
## 1623 A 0 No Deposit 9 NULL
## 1624 A 0 No Deposit 9 NULL
## 1625 D 1 No Deposit 1 NULL
## 1626 D 0 No Deposit 14 NULL
## 1627 A 1 No Deposit 1 NULL
## 1628 A 0 No Deposit 9 NULL
## 1629 A 1 No Deposit 1 NULL
## 1630 A 0 No Deposit 9 NULL
## 1631 A 0 No Deposit 9 NULL
## 1632 F 0 No Deposit NULL NULL
## 1633 A 0 No Deposit 9 NULL
## 1634 A 0 No Deposit 9 NULL
## 1635 A 0 No Deposit 9 NULL
## 1636 A 0 No Deposit 9 NULL
## 1637 A 1 No Deposit 17 NULL
## 1638 A 0 No Deposit 17 NULL
## 1639 D 0 No Deposit 17 NULL
## 1640 A 0 No Deposit 1 NULL
## 1641 A 0 No Deposit 1 NULL
## 1642 D 0 No Deposit 17 NULL
## 1643 A 0 No Deposit 17 NULL
## 1644 D 1 No Deposit 17 NULL
## 1645 A 0 No Deposit 17 NULL
## 1646 A 0 No Deposit 17 NULL
## 1647 A 0 No Deposit 17 NULL
## 1648 A 0 No Deposit 17 NULL
## 1649 A 0 No Deposit 14 NULL
## 1650 A 0 No Deposit 9 NULL
## 1651 A 0 No Deposit 14 NULL
## 1652 F 1 No Deposit 9 NULL
## 1653 A 2 No Deposit 9 NULL
## 1654 F 0 No Deposit 9 NULL
## 1655 D 0 No Deposit NULL NULL
## 1656 A 0 No Deposit 9 NULL
## 1657 D 0 No Deposit NULL NULL
## 1658 A 0 No Deposit 9 NULL
## 1659 A 0 No Deposit 14 NULL
## 1660 A 0 No Deposit 9 NULL
## 1661 A 0 No Deposit 14 NULL
## 1662 A 0 No Deposit 9 NULL
## 1663 A 0 No Deposit 1 NULL
## 1664 A 0 No Deposit 17 NULL
## 1665 A 0 No Deposit 17 NULL
## 1666 A 1 No Deposit 17 NULL
## 1667 A 0 No Deposit 17 NULL
## 1668 A 0 No Deposit 1 NULL
## 1669 D 0 No Deposit 1 NULL
## 1670 D 0 No Deposit 17 NULL
## 1671 A 0 No Deposit 17 NULL
## 1672 A 0 No Deposit 17 NULL
## 1673 A 0 No Deposit 1 NULL
## 1674 A 0 No Deposit 1 NULL
## 1675 A 0 No Deposit 17 NULL
## 1676 A 0 No Deposit 17 NULL
## 1677 A 0 No Deposit 17 NULL
## 1678 A 0 No Deposit 17 NULL
## 1679 A 0 No Deposit 17 NULL
## 1680 A 0 No Deposit 17 NULL
## 1681 A 0 No Deposit 1 NULL
## 1682 A 0 No Deposit 1 NULL
## 1683 D 1 No Deposit 17 NULL
## 1684 A 1 No Deposit 9 NULL
## 1685 A 0 No Deposit 17 NULL
## 1686 A 0 No Deposit 17 NULL
## 1687 A 1 No Deposit 1 NULL
## 1688 D 1 No Deposit 17 NULL
## 1689 A 0 No Deposit 17 NULL
## 1690 A 1 No Deposit 9 NULL
## 1691 A 1 No Deposit 9 NULL
## 1692 A 0 No Deposit 9 NULL
## 1693 A 0 No Deposit 9 NULL
## 1694 A 0 No Deposit 7 NULL
## 1695 A 0 No Deposit 9 NULL
## 1696 A 0 No Deposit 9 NULL
## 1697 F 0 No Deposit 9 NULL
## 1698 A 1 No Deposit NULL NULL
## 1699 A 0 No Deposit 9 NULL
## 1700 A 0 No Deposit 9 NULL
## 1701 A 0 No Deposit 14 NULL
## 1702 A 0 No Deposit 14 NULL
## 1703 A 0 No Deposit 9 NULL
## 1704 A 1 No Deposit NULL 45
## 1705 A 1 No Deposit NULL 45
## 1706 D 0 No Deposit 14 NULL
## 1707 B 0 No Deposit 9 NULL
## 1708 B 0 No Deposit 9 NULL
## 1709 D 0 No Deposit 9 NULL
## 1710 A 0 No Deposit 9 NULL
## 1711 D 0 No Deposit 9 NULL
## 1712 A 0 No Deposit 9 NULL
## 1713 D 1 No Deposit NULL NULL
## 1714 A 0 No Deposit 8 NULL
## 1715 A 0 No Deposit 8 NULL
## 1716 F 0 No Deposit NULL NULL
## 1717 A 0 No Deposit 9 NULL
## 1718 A 0 No Deposit NULL NULL
## 1719 A 0 No Deposit 1 NULL
## 1720 A 0 No Deposit 1 NULL
## 1721 A 0 No Deposit 1 NULL
## 1722 A 0 No Deposit 1 NULL
## 1723 D 0 No Deposit 1 NULL
## 1724 F 0 No Deposit 9 NULL
## 1725 A 0 No Deposit 1 NULL
## 1726 D 0 No Deposit 1 NULL
## 1727 A 0 No Deposit 1 NULL
## 1728 A 0 No Deposit 1 NULL
## 1729 A 0 No Deposit 1 NULL
## 1730 B 0 No Deposit 1 NULL
## 1731 A 0 No Deposit 1 NULL
## 1732 A 1 No Deposit 1 NULL
## 1733 D 0 No Deposit 1 NULL
## 1734 D 0 No Deposit 1 NULL
## 1735 A 0 No Deposit 1 NULL
## 1736 D 1 No Deposit 1 NULL
## 1737 D 1 No Deposit 1 NULL
## 1738 A 0 No Deposit 1 NULL
## 1739 D 1 No Deposit 1 NULL
## 1740 A 0 No Deposit 1 NULL
## 1741 A 0 No Deposit 1 NULL
## 1742 A 0 No Deposit 1 NULL
## 1743 A 0 No Deposit 1 NULL
## 1744 A 0 No Deposit 1 NULL
## 1745 A 1 No Deposit 1 NULL
## 1746 A 0 No Deposit 1 NULL
## 1747 A 0 No Deposit 1 NULL
## 1748 A 0 No Deposit 1 NULL
## 1749 A 0 No Deposit 1 NULL
## 1750 D 0 No Deposit 9 NULL
## 1751 A 0 No Deposit 9 NULL
## 1752 A 0 No Deposit 9 NULL
## 1753 A 0 No Deposit 9 NULL
## 1754 D 0 No Deposit 9 NULL
## 1755 A 0 No Deposit 9 NULL
## 1756 D 0 No Deposit 9 NULL
## 1757 D 0 No Deposit 9 NULL
## 1758 B 0 No Deposit NULL NULL
## 1759 B 0 No Deposit NULL NULL
## 1760 D 0 No Deposit 14 NULL
## 1761 A 0 No Deposit 14 NULL
## 1762 A 0 No Deposit 9 NULL
## 1763 B 1 No Deposit NULL NULL
## 1764 D 0 No Deposit 1 NULL
## 1765 A 0 No Deposit 1 NULL
## 1766 D 0 No Deposit 1 NULL
## 1767 A 0 No Deposit 1 NULL
## 1768 A 0 No Deposit 1 NULL
## 1769 D 1 No Deposit 1 NULL
## 1770 D 0 No Deposit 1 NULL
## 1771 A 0 No Deposit 1 NULL
## 1772 A 0 No Deposit 1 NULL
## 1773 A 0 No Deposit 1 NULL
## 1774 A 0 No Deposit 1 NULL
## 1775 D 0 No Deposit 1 NULL
## 1776 A 0 No Deposit 1 NULL
## 1777 A 0 No Deposit 1 NULL
## 1778 D 0 No Deposit 1 NULL
## 1779 A 0 No Deposit 1 NULL
## 1780 A 0 No Deposit 1 NULL
## 1781 D 0 No Deposit 1 NULL
## 1782 A 0 No Deposit 1 NULL
## 1783 A 0 No Deposit 1 NULL
## 1784 A 0 No Deposit 1 NULL
## 1785 A 0 No Deposit 1 NULL
## 1786 A 0 No Deposit 1 NULL
## 1787 D 0 No Deposit 1 NULL
## 1788 D 1 No Deposit 1 NULL
## 1789 D 1 No Deposit 1 NULL
## 1790 A 0 No Deposit 1 NULL
## 1791 A 0 No Deposit 1 NULL
## 1792 A 0 No Deposit 1 NULL
## 1793 A 0 No Deposit 1 NULL
## 1794 A 0 No Deposit 1 NULL
## 1795 A 0 No Deposit 1 NULL
## 1796 F 0 No Deposit 9 NULL
## 1797 A 0 No Deposit 1 NULL
## 1798 A 0 No Deposit 1 NULL
## 1799 D 0 No Deposit 1 NULL
## 1800 D 0 No Deposit 1 NULL
## 1801 A 0 No Deposit 1 NULL
## 1802 A 1 No Deposit 1 NULL
## 1803 A 0 No Deposit 20 NULL
## 1804 A 0 No Deposit 9 NULL
## 1805 A 2 No Deposit 14 NULL
## 1806 F 0 No Deposit 9 NULL
## 1807 A 0 No Deposit NULL NULL
## 1808 A 0 No Deposit NULL NULL
## 1809 F 0 No Deposit 9 NULL
## 1810 D 0 No Deposit NULL NULL
## 1811 A 0 No Deposit 9 NULL
## 1812 A 3 No Deposit 9 NULL
## 1813 A 0 No Deposit 9 NULL
## 1814 F 0 No Deposit 9 NULL
## 1815 A 0 No Deposit 9 NULL
## 1816 D 1 No Deposit 1 NULL
## 1817 A 0 No Deposit 1 NULL
## 1818 D 0 No Deposit 1 NULL
## 1819 A 0 No Deposit 1 NULL
## 1820 A 0 No Deposit 1 NULL
## 1821 D 0 No Deposit 9 NULL
## 1822 G 2 No Deposit NULL 45
## 1823 F 0 No Deposit 9 NULL
## 1824 G 2 No Deposit NULL 45
## 1825 D 0 No Deposit 40 NULL
## 1826 D 0 No Deposit 34 NULL
## 1827 D 0 No Deposit NULL NULL
## 1828 A 0 No Deposit NULL NULL
## 1829 D 0 No Deposit 40 NULL
## 1830 A 0 No Deposit 1 NULL
## 1831 A 0 No Deposit 1 NULL
## 1832 A 0 No Deposit 1 NULL
## 1833 D 0 No Deposit 9 NULL
## 1834 B 0 No Deposit 1 NULL
## 1835 A 0 No Deposit 1 NULL
## 1836 D 1 No Deposit 1 NULL
## 1837 A 1 No Deposit 1 NULL
## 1838 A 0 No Deposit 1 NULL
## 1839 A 0 No Deposit 1 NULL
## 1840 A 1 No Deposit 1 NULL
## 1841 E 1 No Deposit 1 NULL
## 1842 A 0 No Deposit 1 NULL
## 1843 A 0 No Deposit 1 NULL
## 1844 A 0 No Deposit 1 NULL
## 1845 D 0 No Deposit 1 NULL
## 1846 A 0 No Deposit 1 NULL
## 1847 A 1 No Deposit 1 NULL
## 1848 E 1 No Deposit 1 NULL
## 1849 A 0 No Deposit 1 NULL
## 1850 E 1 No Deposit 14 NULL
## 1851 D 0 No Deposit 1 NULL
## 1852 A 0 No Deposit 1 NULL
## 1853 A 0 No Deposit 1 NULL
## 1854 A 0 No Deposit 1 NULL
## 1855 D 0 No Deposit NULL 40
## 1856 A 0 No Deposit 1 NULL
## 1857 A 0 No Deposit 1 NULL
## 1858 E 1 No Deposit 1 NULL
## 1859 A 1 No Deposit 1 NULL
## 1860 A 0 No Deposit 1 NULL
## 1861 B 0 No Deposit 1 NULL
## 1862 A 0 No Deposit 1 NULL
## 1863 A 0 No Deposit 1 NULL
## 1864 A 0 No Deposit 1 NULL
## 1865 A 0 No Deposit 1 NULL
## 1866 A 0 No Deposit 9 NULL
## 1867 B 0 No Deposit 1 NULL
## 1868 D 1 No Deposit 13 NULL
## 1869 A 0 No Deposit 8 NULL
## 1870 E 0 No Deposit 9 NULL
## 1871 A 0 No Deposit 7 NULL
## 1872 A 0 No Deposit 9 NULL
## 1873 A 0 No Deposit 14 NULL
## 1874 A 0 No Deposit 7 NULL
## 1875 A 0 No Deposit 7 NULL
## 1876 A 0 No Deposit 9 NULL
## 1877 F 2 No Deposit 9 NULL
## 1878 A 0 No Deposit 9 NULL
## 1879 E 0 No Deposit NULL NULL
## 1880 D 0 No Deposit 9 NULL
## 1881 A 0 No Deposit 9 NULL
## 1882 A 0 No Deposit 9 NULL
## 1883 A 0 No Deposit 14 NULL
## 1884 A 0 No Deposit NULL NULL
## 1885 D 0 No Deposit 9 NULL
## 1886 D 1 No Deposit 9 NULL
## 1887 D 0 No Deposit 9 NULL
## 1888 B 0 No Deposit 9 NULL
## 1889 B 0 No Deposit 9 NULL
## 1890 A 1 No Deposit 9 NULL
## 1891 A 0 No Deposit NULL NULL
## 1892 A 1 No Deposit 9 NULL
## 1893 B 0 No Deposit NULL 45
## 1894 A 0 No Deposit 14 NULL
## 1895 A 0 No Deposit 9 NULL
## 1896 B 0 No Deposit NULL 45
## 1897 A 1 No Deposit 9 NULL
## 1898 A 0 No Deposit 9 NULL
## 1899 D 0 No Deposit 9 NULL
## 1900 D 0 No Deposit 9 NULL
## 1901 D 0 No Deposit 14 NULL
## 1902 F 0 No Deposit 9 NULL
## 1903 A 1 No Deposit 9 NULL
## 1904 A 0 No Deposit 9 NULL
## 1905 A 0 No Deposit 14 NULL
## 1906 A 0 No Deposit 9 NULL
## 1907 A 0 No Deposit 9 NULL
## 1908 A 0 No Deposit 14 NULL
## 1909 A 0 No Deposit 9 NULL
## 1910 F 0 No Deposit 9 NULL
## 1911 A 0 No Deposit 17 NULL
## 1912 A 0 No Deposit 9 NULL
## 1913 D 0 No Deposit 9 NULL
## 1914 A 1 No Deposit 9 NULL
## 1915 D 0 No Deposit 9 NULL
## 1916 D 1 No Deposit NULL NULL
## 1917 A 0 No Deposit 9 NULL
## 1918 F 1 No Deposit 9 NULL
## 1919 A 0 No Deposit NULL NULL
## 1920 D 1 No Deposit NULL NULL
## 1921 A 0 No Deposit 9 NULL
## 1922 A 0 No Deposit NULL NULL
## 1923 D 0 No Deposit NULL NULL
## 1924 A 0 No Deposit NULL NULL
## 1925 F 0 No Deposit 9 NULL
## 1926 A 0 No Deposit 9 NULL
## 1927 A 0 No Deposit 17 NULL
## 1928 A 0 No Deposit 17 NULL
## 1929 A 0 No Deposit 17 NULL
## 1930 A 0 No Deposit 9 NULL
## 1931 A 0 No Deposit 17 NULL
## 1932 A 0 No Deposit 17 NULL
## 1933 A 1 No Deposit 17 NULL
## 1934 D 0 No Deposit 17 NULL
## 1935 A 0 No Deposit 17 NULL
## 1936 D 1 No Deposit 17 NULL
## 1937 A 0 No Deposit 17 NULL
## 1938 A 0 No Deposit 17 NULL
## 1939 A 0 No Deposit 17 NULL
## 1940 A 1 No Deposit 17 NULL
## 1941 A 0 No Deposit 17 NULL
## 1942 D 0 No Deposit 17 NULL
## 1943 A 1 No Deposit 17 NULL
## 1944 A 0 No Deposit 17 NULL
## 1945 A 0 No Deposit 17 NULL
## 1946 D 0 No Deposit 17 NULL
## 1947 A 0 No Deposit 17 NULL
## 1948 A 0 No Deposit 17 NULL
## 1949 A 1 No Deposit 9 NULL
## 1950 A 0 No Deposit 17 NULL
## 1951 A 0 No Deposit 9 NULL
## 1952 A 0 No Deposit 17 NULL
## 1953 D 0 No Deposit 17 NULL
## 1954 A 0 No Deposit 17 NULL
## 1955 A 0 No Deposit 17 NULL
## 1956 D 0 No Deposit NULL NULL
## 1957 E 0 No Deposit 14 NULL
## 1958 F 0 No Deposit 9 NULL
## 1959 A 0 No Deposit 9 NULL
## 1960 A 1 No Deposit 9 NULL
## 1961 A 1 No Deposit 9 NULL
## 1962 A 0 No Deposit 9 NULL
## 1963 A 0 No Deposit 9 NULL
## 1964 D 0 No Deposit 14 NULL
## 1965 A 0 No Deposit NULL NULL
## 1966 D 0 No Deposit 14 NULL
## 1967 A 0 No Deposit 8 NULL
## 1968 D 1 No Deposit 37 NULL
## 1969 D 0 No Deposit 14 NULL
## 1970 A 0 No Deposit 9 NULL
## 1971 D 0 No Deposit 14 NULL
## 1972 D 1 No Deposit 37 NULL
## 1973 A 0 No Deposit 37 NULL
## 1974 D 0 No Deposit 37 NULL
## 1975 A 0 Non Refund 1 NULL
## 1976 A 0 Non Refund 1 NULL
## 1977 A 0 Non Refund 1 NULL
## 1978 A 0 Non Refund 1 NULL
## 1979 A 0 Non Refund 1 NULL
## 1980 A 0 Non Refund 1 NULL
## 1981 A 0 Non Refund 1 NULL
## 1982 A 0 Non Refund 1 NULL
## 1983 A 0 Non Refund 1 NULL
## 1984 A 0 Non Refund 1 NULL
## 1985 A 0 Non Refund 1 NULL
## 1986 A 0 Non Refund 1 NULL
## 1987 A 0 Non Refund 1 NULL
## 1988 A 0 Non Refund 1 NULL
## 1989 A 0 Non Refund 1 NULL
## 1990 A 0 Non Refund 1 NULL
## 1991 A 0 Non Refund 1 NULL
## 1992 A 0 Non Refund 1 NULL
## 1993 A 0 Non Refund 1 NULL
## 1994 A 0 Non Refund 1 NULL
## 1995 A 0 Non Refund 1 NULL
## 1996 A 0 Non Refund 1 NULL
## 1997 A 0 Non Refund 1 NULL
## 1998 A 0 Non Refund 1 NULL
## 1999 A 0 Non Refund 1 NULL
## 2000 A 0 Non Refund 1 NULL
## 2001 A 0 Non Refund 1 NULL
## 2002 A 0 Non Refund 1 NULL
## 2003 A 0 Non Refund 1 NULL
## 2004 A 0 Non Refund 1 NULL
## 2005 A 0 Non Refund 1 NULL
## 2006 A 0 Non Refund 1 NULL
## 2007 A 0 Non Refund 1 NULL
## 2008 A 0 Non Refund 1 NULL
## 2009 A 0 Non Refund 1 NULL
## 2010 A 0 Non Refund 1 NULL
## 2011 A 0 Non Refund 1 NULL
## 2012 A 0 Non Refund 1 NULL
## 2013 A 0 Non Refund 1 NULL
## 2014 A 0 Non Refund 1 NULL
## 2015 A 1 No Deposit NULL NULL
## 2016 A 0 No Deposit 9 NULL
## 2017 A 0 No Deposit 9 NULL
## 2018 D 0 No Deposit 14 NULL
## 2019 A 0 No Deposit 9 NULL
## 2020 A 0 No Deposit 9 NULL
## 2021 D 1 No Deposit NULL NULL
## 2022 A 0 No Deposit 40 NULL
## 2023 A 1 No Deposit NULL NULL
## 2024 A 1 No Deposit NULL NULL
## 2025 E 0 No Deposit NULL NULL
## 2026 D 0 No Deposit 9 NULL
## 2027 A 0 No Deposit 1 NULL
## 2028 A 0 No Deposit 1 NULL
## 2029 A 0 No Deposit 1 NULL
## 2030 A 0 No Deposit 1 NULL
## 2031 A 0 No Deposit NULL 40
## 2032 A 0 No Deposit 1 NULL
## 2033 A 0 No Deposit 1 NULL
## 2034 A 0 No Deposit 1 NULL
## 2035 A 0 No Deposit 1 NULL
## 2036 A 0 No Deposit 1 NULL
## 2037 A 0 No Deposit 1 NULL
## 2038 A 0 No Deposit 1 NULL
## 2039 D 0 No Deposit 1 NULL
## 2040 A 0 No Deposit 1 NULL
## 2041 A 0 No Deposit 1 NULL
## 2042 A 0 No Deposit 1 NULL
## 2043 D 0 No Deposit 1 NULL
## 2044 A 0 No Deposit 1 NULL
## 2045 A 0 No Deposit 1 NULL
## 2046 A 0 No Deposit 1 NULL
## 2047 F 0 No Deposit 9 NULL
## 2048 A 0 No Deposit 1 NULL
## 2049 A 0 No Deposit 9 NULL
## 2050 A 0 No Deposit 1 NULL
## 2051 A 0 No Deposit 1 NULL
## 2052 A 1 No Deposit NULL 62
## 2053 A 0 No Deposit 1 NULL
## 2054 D 0 No Deposit 1 NULL
## 2055 A 0 No Deposit 1 NULL
## 2056 A 0 No Deposit 14 NULL
## 2057 D 0 No Deposit 8 NULL
## 2058 A 0 No Deposit 1 NULL
## 2059 A 0 No Deposit 9 NULL
## 2060 A 0 No Deposit 14 NULL
## 2061 A 0 No Deposit 9 NULL
## 2062 F 0 No Deposit 9 NULL
## 2063 A 0 No Deposit 9 NULL
## 2064 A 2 No Deposit 14 NULL
## 2065 A 0 No Deposit 27 NULL
## 2066 A 0 No Deposit 9 NULL
## 2067 A 1 No Deposit 9 9
## 2068 A 0 No Deposit 9 NULL
## 2069 A 0 No Deposit 14 NULL
## 2070 D 0 No Deposit 9 NULL
## 2071 A 0 No Deposit 9 NULL
## 2072 A 0 No Deposit 9 NULL
## 2073 D 0 No Deposit 9 NULL
## 2074 A 0 No Deposit 14 NULL
## 2075 A 0 No Deposit 14 NULL
## 2076 A 0 No Deposit 57 NULL
## 2077 A 0 No Deposit 9 NULL
## 2078 A 0 No Deposit 9 NULL
## 2079 D 0 No Deposit 9 NULL
## 2080 D 0 No Deposit 7 NULL
## 2081 E 0 No Deposit NULL NULL
## 2082 F 0 No Deposit NULL 45
## 2083 A 0 No Deposit NULL 45
## 2084 A 0 No Deposit 9 NULL
## 2085 B 0 No Deposit 14 NULL
## 2086 E 3 No Deposit 14 NULL
## 2087 A 2 No Deposit 9 NULL
## 2088 E 1 No Deposit 14 NULL
## 2089 F 0 No Deposit 9 NULL
## 2090 A 0 No Deposit 14 NULL
## 2091 A 0 No Deposit 9 NULL
## 2092 A 0 No Deposit 9 NULL
## 2093 B 0 No Deposit 61 NULL
## 2094 B 0 No Deposit 61 NULL
## 2095 A 0 No Deposit 7 NULL
## 2096 A 1 No Deposit 16 NULL
## 2097 A 0 No Deposit 27 NULL
## 2098 A 0 No Deposit 9 NULL
## 2099 D 0 No Deposit 9 NULL
## 2100 D 0 No Deposit 13 NULL
## 2101 A 0 No Deposit 9 NULL
## 2102 A 1 No Deposit NULL NULL
## 2103 D 0 No Deposit 13 NULL
## 2104 A 0 No Deposit 1 NULL
## 2105 G 0 No Deposit 14 NULL
## 2106 E 0 No Deposit 13 NULL
## 2107 A 0 No Deposit 9 NULL
## 2108 D 1 No Deposit 13 NULL
## 2109 D 1 No Deposit 13 NULL
## 2110 F 1 No Deposit 9 NULL
## 2111 A 0 No Deposit 9 NULL
## 2112 D 0 No Deposit 1 NULL
## 2113 A 0 No Deposit 9 NULL
## 2114 D 0 No Deposit 14 NULL
## 2115 D 0 No Deposit 9 NULL
## 2116 D 0 No Deposit 9 NULL
## 2117 D 0 No Deposit 7 NULL
## 2118 D 0 No Deposit 7 NULL
## 2119 D 0 No Deposit 7 NULL
## 2120 A 0 No Deposit 9 NULL
## 2121 D 0 No Deposit 10 NULL
## 2122 B 0 No Deposit 42 NULL
## 2123 A 0 No Deposit NULL 40
## 2124 A 0 No Deposit NULL 40
## 2125 A 0 No Deposit 9 NULL
## 2126 A 0 No Deposit NULL 40
## 2127 D 0 No Deposit 7 NULL
## 2128 A 0 No Deposit 9 NULL
## 2129 A 1 No Deposit 9 NULL
## 2130 A 0 No Deposit NULL 40
## 2131 D 0 No Deposit 9 NULL
## 2132 A 2 No Deposit 7 NULL
## 2133 A 0 No Deposit 1 NULL
## 2134 B 0 No Deposit 1 NULL
## 2135 D 0 No Deposit 1 NULL
## 2136 A 0 No Deposit 9 NULL
## 2137 A 0 No Deposit 13 NULL
## 2138 A 0 No Deposit 1 NULL
## 2139 A 0 No Deposit 1 NULL
## 2140 D 1 No Deposit 1 NULL
## 2141 A 3 No Deposit 7 NULL
## 2142 A 0 No Deposit 1 NULL
## 2143 E 0 No Deposit 1 NULL
## 2144 A 0 No Deposit 13 NULL
## 2145 A 0 No Deposit 1 NULL
## 2146 B 0 No Deposit 1 NULL
## 2147 A 0 No Deposit 8 NULL
## 2148 A 3 No Deposit 7 NULL
## 2149 A 0 No Deposit 1 NULL
## 2150 D 0 No Deposit 1 NULL
## 2151 D 0 No Deposit 7 NULL
## 2152 A 0 No Deposit 10 NULL
## 2153 A 0 No Deposit 14 NULL
## 2154 A 0 No Deposit 7 NULL
## 2155 E 0 No Deposit 6 NULL
## 2156 F 0 No Deposit 9 NULL
## 2157 A 0 No Deposit 9 NULL
## 2158 A 0 No Deposit NULL NULL
## 2159 F 0 No Deposit 9 NULL
## 2160 A 0 No Deposit NULL NULL
## 2161 D 0 No Deposit 9 NULL
## 2162 F 0 No Deposit 14 NULL
## 2163 A 0 No Deposit 9 NULL
## 2164 A 0 No Deposit 9 NULL
## 2165 A 0 No Deposit 9 NULL
## 2166 D 0 No Deposit 9 NULL
## 2167 D 1 No Deposit 9 NULL
## 2168 A 0 No Deposit 9 NULL
## 2169 A 0 No Deposit NULL NULL
## 2170 F 0 No Deposit 9 NULL
## 2171 A 1 No Deposit 9 NULL
## 2172 D 0 No Deposit 9 NULL
## 2173 A 0 No Deposit 9 NULL
## 2174 A 0 No Deposit 9 NULL
## 2175 A 0 No Deposit 9 NULL
## 2176 D 0 No Deposit 9 NULL
## 2177 F 0 No Deposit 9 NULL
## 2178 A 0 No Deposit 9 NULL
## 2179 B 0 No Deposit 9 NULL
## 2180 D 0 No Deposit 9 NULL
## 2181 A 1 No Deposit NULL NULL
## 2182 A 0 No Deposit 8 NULL
## 2183 A 0 No Deposit 13 NULL
## 2184 A 0 No Deposit 7 NULL
## 2185 A 0 No Deposit 22 NULL
## 2186 A 0 No Deposit 9 NULL
## 2187 D 0 No Deposit 9 NULL
## 2188 A 0 No Deposit 9 NULL
## 2189 A 0 No Deposit 13 NULL
## 2190 A 0 No Deposit 9 NULL
## 2191 A 0 No Deposit 9 NULL
## 2192 D 0 No Deposit 9 NULL
## 2193 A 0 No Deposit NULL NULL
## 2194 A 0 No Deposit 39 NULL
## 2195 D 1 No Deposit 9 NULL
## 2196 A 0 No Deposit 8 NULL
## 2197 D 0 No Deposit 39 NULL
## 2198 B 0 No Deposit 39 NULL
## 2199 A 0 No Deposit 39 NULL
## 2200 A 0 No Deposit 9 NULL
## 2201 F 0 No Deposit 9 NULL
## 2202 A 0 No Deposit 39 NULL
## 2203 D 0 No Deposit 21 NULL
## 2204 D 1 No Deposit 21 NULL
## 2205 D 0 No Deposit 9 NULL
## 2206 D 0 No Deposit 21 NULL
## 2207 D 0 No Deposit 21 NULL
## 2208 A 0 No Deposit 9 NULL
## 2209 D 0 No Deposit 9 NULL
## 2210 A 0 No Deposit 21 NULL
## 2211 A 0 No Deposit 21 NULL
## 2212 D 0 No Deposit 21 NULL
## 2213 A 1 No Deposit 21 NULL
## 2214 E 0 No Deposit NULL NULL
## 2215 A 0 No Deposit 21 NULL
## 2216 A 0 No Deposit 21 NULL
## 2217 D 0 No Deposit 21 NULL
## 2218 A 1 No Deposit 21 NULL
## 2219 A 0 No Deposit 21 NULL
## 2220 D 0 No Deposit 21 NULL
## 2221 D 0 No Deposit 21 NULL
## 2222 A 0 No Deposit 9 NULL
## 2223 A 0 No Deposit 9 NULL
## 2224 A 0 No Deposit 21 NULL
## 2225 A 0 No Deposit 21 NULL
## 2226 A 0 No Deposit 21 NULL
## 2227 A 0 No Deposit 21 NULL
## 2228 A 1 No Deposit 21 NULL
## 2229 A 0 No Deposit 21 NULL
## 2230 A 0 No Deposit 21 NULL
## 2231 A 0 No Deposit 21 NULL
## 2232 E 0 No Deposit 21 NULL
## 2233 A 0 No Deposit 9 NULL
## 2234 D 0 No Deposit 21 NULL
## 2235 D 0 No Deposit 21 NULL
## 2236 D 1 No Deposit 9 NULL
## 2237 A 1 No Deposit 9 NULL
## 2238 A 0 No Deposit 24 NULL
## 2239 A 0 No Deposit 9 NULL
## 2240 A 0 No Deposit 8 NULL
## 2241 A 0 No Deposit 39 NULL
## 2242 A 0 No Deposit 6 NULL
## 2243 A 0 No Deposit 39 NULL
## 2244 D 1 No Deposit NULL NULL
## 2245 D 0 No Deposit 39 NULL
## 2246 A 0 No Deposit 24 NULL
## 2247 A 0 No Deposit NULL NULL
## 2248 D 1 No Deposit 3 NULL
## 2249 B 0 No Deposit 15 NULL
## 2250 D 0 No Deposit 13 NULL
## 2251 A 0 No Deposit 9 NULL
## 2252 A 0 No Deposit 8 NULL
## 2253 B 0 No Deposit 15 NULL
## 2254 A 0 No Deposit 9 NULL
## 2255 A 0 No Deposit 11 NULL
## 2256 A 0 No Deposit 24 NULL
## 2257 A 0 No Deposit 7 NULL
## 2258 D 2 No Deposit 9 NULL
## 2259 A 0 No Deposit 9 NULL
## 2260 A 0 No Deposit 11 NULL
## 2261 A 0 No Deposit 6 NULL
## 2262 D 0 No Deposit 7 NULL
## 2263 A 0 No Deposit 7 NULL
## 2264 D 0 No Deposit 7 NULL
## 2265 A 0 No Deposit 9 NULL
## 2266 A 0 No Deposit 9 NULL
## 2267 E 1 No Deposit 9 NULL
## 2268 A 0 No Deposit 9 NULL
## 2269 A 0 No Deposit 6 NULL
## 2270 E 0 No Deposit 9 NULL
## 2271 A 0 No Deposit 9 NULL
## 2272 A 0 No Deposit NULL NULL
## 2273 A 0 No Deposit 9 NULL
## 2274 A 0 No Deposit 6 NULL
## 2275 A 1 No Deposit NULL NULL
## 2276 A 0 No Deposit 6 NULL
## 2277 A 0 No Deposit 9 NULL
## 2278 A 0 No Deposit 9 NULL
## 2279 A 0 No Deposit 14 NULL
## 2280 A 0 No Deposit 9 NULL
## 2281 A 0 No Deposit 9 NULL
## 2282 G 2 No Deposit NULL NULL
## 2283 A 1 No Deposit 9 NULL
## 2284 A 0 Non Refund 1 NULL
## 2285 A 0 Non Refund 1 NULL
## 2286 A 0 Non Refund 1 NULL
## 2287 F 0 No Deposit NULL NULL
## 2288 A 0 No Deposit 7 NULL
## 2289 A 0 Non Refund 1 NULL
## 2290 A 0 Non Refund 1 NULL
## 2291 A 0 Non Refund 1 NULL
## 2292 A 0 Non Refund 1 NULL
## 2293 A 0 Non Refund 1 NULL
## 2294 A 0 Non Refund 1 NULL
## 2295 A 0 No Deposit 9 NULL
## 2296 A 0 Non Refund 1 NULL
## 2297 A 0 Non Refund 1 NULL
## 2298 A 0 Non Refund 1 NULL
## 2299 A 0 Non Refund 1 NULL
## 2300 A 0 Non Refund 1 NULL
## 2301 A 0 Non Refund 1 NULL
## 2302 A 0 Non Refund 1 NULL
## 2303 A 0 No Deposit 9 NULL
## 2304 D 0 No Deposit NULL NULL
## 2305 A 0 Non Refund 1 NULL
## 2306 A 0 Non Refund 1 NULL
## 2307 A 0 Non Refund 1 NULL
## 2308 A 0 Non Refund 1 NULL
## 2309 D 0 No Deposit NULL NULL
## 2310 A 0 Non Refund 1 NULL
## 2311 A 0 Non Refund 1 NULL
## 2312 A 0 Non Refund 1 NULL
## 2313 A 0 Non Refund 1 NULL
## 2314 A 0 Non Refund 1 NULL
## 2315 A 0 Non Refund 1 NULL
## 2316 A 0 No Deposit 9 NULL
## 2317 D 0 No Deposit 7 NULL
## 2318 A 0 Non Refund 1 NULL
## 2319 A 0 No Deposit 9 NULL
## 2320 A 0 Non Refund 1 NULL
## 2321 A 0 Non Refund 1 NULL
## 2322 A 0 Non Refund 1 NULL
## 2323 A 0 Non Refund 1 NULL
## 2324 D 0 No Deposit 9 NULL
## 2325 F 1 No Deposit 9 NULL
## 2326 A 0 No Deposit 9 NULL
## 2327 F 0 No Deposit 9 NULL
## 2328 D 0 No Deposit 9 NULL
## 2329 F 0 No Deposit 14 NULL
## 2330 D 0 No Deposit 9 NULL
## 2331 D 0 No Deposit 7 NULL
## 2332 F 1 No Deposit 9 NULL
## 2333 A 0 No Deposit 9 NULL
## 2334 F 0 No Deposit 9 NULL
## 2335 D 2 No Deposit 1 NULL
## 2336 A 0 No Deposit 1 NULL
## 2337 A 0 No Deposit 1 NULL
## 2338 D 0 No Deposit 1 NULL
## 2339 A 1 No Deposit 1 NULL
## 2340 D 1 No Deposit 1 NULL
## 2341 A 0 No Deposit 1 NULL
## 2342 A 0 No Deposit 1 NULL
## 2343 D 1 No Deposit 1 NULL
## 2344 A 0 No Deposit 9 NULL
## 2345 D 1 No Deposit 1 NULL
## 2346 A 0 No Deposit 1 NULL
## 2347 A 0 No Deposit 1 NULL
## 2348 A 0 No Deposit 1 NULL
## 2349 A 0 No Deposit 1 NULL
## 2350 A 0 No Deposit 1 NULL
## 2351 A 0 No Deposit 1 NULL
## 2352 A 0 No Deposit 1 NULL
## 2353 A 0 No Deposit 8 NULL
## 2354 D 3 No Deposit 1 NULL
## 2355 B 1 No Deposit 1 NULL
## 2356 D 1 No Deposit 1 NULL
## 2357 D 2 No Deposit 1 NULL
## 2358 A 0 No Deposit 9 NULL
## 2359 A 0 No Deposit 1 NULL
## 2360 A 1 No Deposit 1 NULL
## 2361 A 0 No Deposit 1 NULL
## 2362 A 0 No Deposit 1 NULL
## 2363 A 0 No Deposit 1 NULL
## 2364 A 0 No Deposit 1 NULL
## 2365 A 1 No Deposit 1 NULL
## 2366 A 2 No Deposit 1 NULL
## 2367 A 1 No Deposit 1 NULL
## 2368 A 0 No Deposit 1 NULL
## 2369 A 0 No Deposit 1 NULL
## 2370 D 1 No Deposit 1 NULL
## 2371 A 0 No Deposit 1 NULL
## 2372 A 0 No Deposit 1 NULL
## 2373 A 0 No Deposit 1 NULL
## 2374 A 0 No Deposit 1 NULL
## 2375 A 0 No Deposit 1 NULL
## 2376 A 0 No Deposit 1 NULL
## 2377 A 0 No Deposit 1 NULL
## 2378 C 0 No Deposit 1 NULL
## 2379 A 0 No Deposit 1 NULL
## 2380 A 1 No Deposit 9 NULL
## 2381 D 0 No Deposit 8 NULL
## 2382 D 0 No Deposit 9 NULL
## 2383 D 0 No Deposit 28 NULL
## 2384 A 0 No Deposit 9 NULL
## 2385 E 0 No Deposit 7 NULL
## 2386 A 1 No Deposit 9 NULL
## 2387 D 0 No Deposit 1 NULL
## 2388 B 0 No Deposit 1 NULL
## 2389 A 0 No Deposit 1 NULL
## 2390 A 0 No Deposit 1 NULL
## 2391 A 0 No Deposit 27 NULL
## 2392 B 0 No Deposit 1 NULL
## 2393 A 0 No Deposit 1 NULL
## 2394 A 0 No Deposit 1 NULL
## 2395 A 0 No Deposit 1 NULL
## 2396 D 0 No Deposit 1 NULL
## 2397 A 0 No Deposit 1 NULL
## 2398 A 0 No Deposit 1 NULL
## 2399 G 0 No Deposit 9 NULL
## 2400 F 0 No Deposit 9 NULL
## 2401 A 0 No Deposit 1 NULL
## 2402 A 0 No Deposit 1 NULL
## 2403 D 0 No Deposit 1 NULL
## 2404 D 1 No Deposit 1 NULL
## 2405 D 0 No Deposit 1 NULL
## 2406 A 0 No Deposit 1 NULL
## 2407 D 0 No Deposit 1 NULL
## 2408 A 0 No Deposit 1 NULL
## 2409 A 0 No Deposit 1 NULL
## 2410 B 0 No Deposit 1 NULL
## 2411 A 0 No Deposit 1 NULL
## 2412 A 0 No Deposit 1 NULL
## 2413 D 0 No Deposit 1 NULL
## 2414 A 0 No Deposit 1 NULL
## 2415 A 0 No Deposit 1 NULL
## 2416 A 0 No Deposit 1 NULL
## 2417 A 0 No Deposit 1 NULL
## 2418 A 0 No Deposit 1 NULL
## 2419 A 0 No Deposit 1 NULL
## 2420 D 0 No Deposit 1 NULL
## 2421 D 0 No Deposit 1 NULL
## 2422 A 0 No Deposit 1 NULL
## 2423 A 0 No Deposit 1 NULL
## 2424 B 0 No Deposit 1 NULL
## 2425 A 0 No Deposit 1 NULL
## 2426 A 0 No Deposit 1 NULL
## 2427 D 0 No Deposit 1 NULL
## 2428 A 0 No Deposit 1 NULL
## 2429 A 0 No Deposit 1 NULL
## 2430 D 0 No Deposit 1 NULL
## 2431 A 0 No Deposit 1 NULL
## 2432 A 0 No Deposit 1 NULL
## 2433 A 0 No Deposit 1 NULL
## 2434 B 0 No Deposit 1 NULL
## 2435 A 0 No Deposit 1 NULL
## 2436 A 0 No Deposit 1 NULL
## 2437 D 0 No Deposit 1 NULL
## 2438 A 0 No Deposit 1 NULL
## 2439 A 0 No Deposit 1 NULL
## 2440 A 0 No Deposit 1 NULL
## 2441 A 0 No Deposit 1 NULL
## 2442 B 0 No Deposit 1 NULL
## 2443 B 1 No Deposit 1 NULL
## 2444 A 0 No Deposit 1 NULL
## 2445 A 0 No Deposit 1 NULL
## 2446 A 0 No Deposit 1 NULL
## 2447 D 0 No Deposit 1 NULL
## 2448 A 0 No Deposit 1 NULL
## 2449 A 0 No Deposit 1 NULL
## 2450 A 0 No Deposit 1 NULL
## 2451 B 0 No Deposit 1 NULL
## 2452 B 0 No Deposit 1 NULL
## 2453 A 0 No Deposit 1 NULL
## 2454 A 0 No Deposit 1 NULL
## 2455 A 0 No Deposit 1 NULL
## 2456 A 0 No Deposit 1 NULL
## 2457 A 0 No Deposit 1 NULL
## 2458 A 0 No Deposit 1 NULL
## 2459 A 0 No Deposit 1 NULL
## 2460 A 0 No Deposit 1 NULL
## 2461 D 0 No Deposit 1 NULL
## 2462 D 0 No Deposit 1 NULL
## 2463 A 0 No Deposit 1 NULL
## 2464 D 0 No Deposit 1 NULL
## 2465 A 0 No Deposit 1 NULL
## 2466 A 0 No Deposit 1 NULL
## 2467 A 0 No Deposit 1 NULL
## 2468 A 0 No Deposit 1 NULL
## 2469 A 0 No Deposit 1 NULL
## 2470 D 0 No Deposit NULL NULL
## 2471 E 0 No Deposit 13 NULL
## 2472 E 0 No Deposit 9 NULL
## 2473 D 0 No Deposit NULL NULL
## 2474 D 0 No Deposit NULL NULL
## 2475 A 0 No Deposit 27 NULL
## 2476 A 0 No Deposit 9 NULL
## 2477 A 0 No Deposit 11 NULL
## 2478 A 0 No Deposit 27 NULL
## 2479 A 0 No Deposit 14 NULL
## 2480 D 1 No Deposit NULL NULL
## 2481 A 0 No Deposit 9 NULL
## 2482 A 1 No Deposit NULL NULL
## 2483 D 0 No Deposit NULL NULL
## 2484 A 2 No Deposit 14 NULL
## 2485 A 0 No Deposit 9 NULL
## 2486 A 0 No Deposit 9 NULL
## 2487 A 0 No Deposit 11 NULL
## 2488 A 0 No Deposit 9 NULL
## 2489 A 0 No Deposit 9 NULL
## 2490 A 1 No Deposit 13 NULL
## 2491 A 0 No Deposit 9 NULL
## 2492 A 0 No Deposit 9 NULL
## 2493 A 0 No Deposit 9 NULL
## 2494 A 0 No Deposit 15 NULL
## 2495 A 1 No Deposit NULL NULL
## 2496 A 0 No Deposit NULL NULL
## 2497 A 0 No Deposit 9 NULL
## 2498 A 0 No Deposit 9 NULL
## 2499 A 0 No Deposit 13 NULL
## 2500 A 0 No Deposit 7 NULL
## 2501 A 0 No Deposit 9 NULL
## 2502 D 0 No Deposit 9 NULL
## 2503 A 0 No Deposit NULL 40
## 2504 A 0 No Deposit 9 NULL
## 2505 E 0 No Deposit 22 NULL
## 2506 A 0 No Deposit 7 NULL
## 2507 G 0 No Deposit 9 NULL
## 2508 A 0 No Deposit 9 NULL
## 2509 A 0 No Deposit NULL 40
## 2510 A 0 No Deposit 9 NULL
## 2511 A 0 No Deposit 9 NULL
## 2512 D 0 No Deposit 11 NULL
## 2513 A 0 No Deposit 7 NULL
## 2514 A 1 No Deposit 9 NULL
## 2515 A 1 No Deposit 9 NULL
## 2516 D 0 No Deposit 9 NULL
## 2517 A 0 No Deposit 9 NULL
## 2518 F 0 No Deposit 9 NULL
## 2519 A 1 No Deposit 11 NULL
## 2520 A 0 No Deposit 9 NULL
## 2521 A 0 No Deposit 9 NULL
## 2522 A 0 No Deposit 11 NULL
## 2523 A 0 No Deposit 9 NULL
## 2524 A 0 No Deposit 13 NULL
## 2525 D 0 No Deposit 13 NULL
## 2526 E 0 No Deposit NULL 67
## 2527 A 0 No Deposit NULL NULL
## 2528 A 0 No Deposit 9 NULL
## 2529 D 0 No Deposit 7 NULL
## 2530 A 0 No Deposit 9 NULL
## 2531 A 0 No Deposit 7 NULL
## 2532 K 2 No Deposit 11 NULL
## 2533 A 0 No Deposit 13 NULL
## 2534 A 0 No Deposit 14 NULL
## 2535 A 0 No Deposit 7 NULL
## 2536 A 0 No Deposit 9 NULL
## 2537 F 0 No Deposit 9 NULL
## 2538 A 0 No Deposit 14 NULL
## 2539 A 0 No Deposit 7 NULL
## 2540 A 0 No Deposit 9 NULL
## 2541 A 0 No Deposit 13 NULL
## 2542 A 0 No Deposit NULL NULL
## 2543 A 0 No Deposit NULL NULL
## 2544 A 0 No Deposit NULL NULL
## 2545 A 0 No Deposit NULL NULL
## 2546 A 0 No Deposit NULL NULL
## 2547 A 0 No Deposit NULL NULL
## 2548 A 0 No Deposit 9 NULL
## 2549 A 0 No Deposit 13 NULL
## 2550 A 0 No Deposit 13 NULL
## 2551 A 1 No Deposit NULL NULL
## 2552 A 0 No Deposit 9 NULL
## 2553 A 1 No Deposit NULL NULL
## 2554 D 1 No Deposit 7 NULL
## 2555 A 0 No Deposit 13 NULL
## 2556 A 0 No Deposit NULL NULL
## 2557 A 1 No Deposit 7 NULL
## 2558 A 0 No Deposit 13 NULL
## 2559 A 1 No Deposit NULL 40
## 2560 A 1 No Deposit 9 NULL
## 2561 D 0 No Deposit 7 NULL
## 2562 D 0 No Deposit NULL NULL
## 2563 A 0 No Deposit 14 NULL
## 2564 A 0 No Deposit 9 NULL
## 2565 A 0 No Deposit 9 NULL
## 2566 A 0 No Deposit 8 NULL
## 2567 A 0 No Deposit 13 NULL
## 2568 A 0 No Deposit 13 NULL
## 2569 A 0 No Deposit 9 NULL
## 2570 A 1 No Deposit 9 NULL
## 2571 D 0 No Deposit NULL NULL
## 2572 A 0 No Deposit 9 NULL
## 2573 B 0 No Deposit 6 NULL
## 2574 F 0 No Deposit 9 NULL
## 2575 A 0 No Deposit 13 NULL
## 2576 A 0 No Deposit NULL NULL
## 2577 A 0 No Deposit NULL NULL
## 2578 A 0 No Deposit NULL NULL
## 2579 D 0 No Deposit 8 NULL
## 2580 D 0 No Deposit 9 NULL
## 2581 A 0 No Deposit NULL NULL
## 2582 A 0 No Deposit 9 NULL
## 2583 B 0 No Deposit 6 NULL
## 2584 A 0 No Deposit 9 NULL
## 2585 A 0 No Deposit 11 NULL
## 2586 A 0 No Deposit 9 NULL
## 2587 D 0 No Deposit 22 NULL
## 2588 A 0 No Deposit 9 NULL
## 2589 A 0 No Deposit 14 NULL
## 2590 A 0 No Deposit 9 NULL
## 2591 A 0 No Deposit 16 NULL
## 2592 A 0 No Deposit 9 NULL
## 2593 A 0 No Deposit NULL NULL
## 2594 A 0 No Deposit NULL NULL
## 2595 A 0 No Deposit 1 NULL
## 2596 D 2 No Deposit 1 NULL
## 2597 A 0 No Deposit 8 NULL
## 2598 D 0 No Deposit NULL 68
## 2599 A 0 No Deposit 9 NULL
## 2600 A 0 No Deposit NULL 68
## 2601 D 0 No Deposit NULL 68
## 2602 A 0 No Deposit NULL NULL
## 2603 D 0 No Deposit NULL 68
## 2604 A 0 No Deposit 1 NULL
## 2605 A 0 No Deposit 1 NULL
## 2606 A 0 No Deposit NULL NULL
## 2607 A 0 No Deposit 9 NULL
## 2608 D 0 No Deposit 9 NULL
## 2609 D 0 No Deposit NULL NULL
## 2610 E 0 No Deposit 8 NULL
## 2611 A 0 No Deposit 9 NULL
## 2612 A 0 No Deposit NULL 40
## 2613 D 0 No Deposit NULL NULL
## 2614 A 0 No Deposit 7 NULL
## 2615 D 0 No Deposit 1 NULL
## 2616 A 0 No Deposit 1 NULL
## 2617 D 0 No Deposit NULL 68
## 2618 D 0 No Deposit NULL 68
## 2619 A 0 No Deposit NULL 68
## 2620 D 0 No Deposit NULL 68
## 2621 A 0 No Deposit 1 NULL
## 2622 A 0 No Deposit 1 NULL
## 2623 A 0 No Deposit 1 NULL
## 2624 A 0 No Deposit NULL NULL
## 2625 A 0 No Deposit NULL 68
## 2626 A 0 No Deposit NULL NULL
## 2627 B 0 No Deposit NULL 68
## 2628 B 0 No Deposit 1 NULL
## 2629 A 0 No Deposit 1 NULL
## 2630 A 0 No Deposit 1 NULL
## 2631 A 0 No Deposit 1 NULL
## 2632 D 0 No Deposit NULL 68
## 2633 A 0 No Deposit 9 NULL
## 2634 A 0 No Deposit NULL 68
## 2635 A 0 No Deposit NULL NULL
## 2636 B 0 No Deposit 1 NULL
## 2637 A 0 No Deposit 1 NULL
## 2638 A 0 No Deposit 1 NULL
## 2639 D 0 No Deposit NULL 68
## 2640 D 0 No Deposit 9 NULL
## 2641 A 0 No Deposit NULL 40
## 2642 A 0 No Deposit NULL 68
## 2643 A 0 No Deposit NULL 68
## 2644 D 0 No Deposit NULL 68
## 2645 A 0 No Deposit NULL 68
## 2646 D 0 No Deposit NULL 68
## 2647 A 0 No Deposit NULL NULL
## 2648 A 0 No Deposit 1 NULL
## 2649 A 0 No Deposit 1 NULL
## 2650 D 0 No Deposit NULL 68
## 2651 D 0 No Deposit NULL 68
## 2652 F 0 No Deposit 9 NULL
## 2653 A 0 No Deposit 1 NULL
## 2654 A 0 No Deposit 1 NULL
## 2655 A 0 No Deposit NULL 68
## 2656 A 0 No Deposit NULL NULL
## 2657 A 0 No Deposit NULL NULL
## 2658 A 0 No Deposit 1 NULL
## 2659 A 0 No Deposit 1 NULL
## 2660 A 0 No Deposit 1 NULL
## 2661 A 0 No Deposit 9 NULL
## 2662 D 0 No Deposit NULL 68
## 2663 D 2 No Deposit NULL 68
## 2664 A 0 No Deposit 1 NULL
## 2665 A 0 No Deposit 1 NULL
## 2666 A 0 No Deposit 1 NULL
## 2667 D 0 No Deposit NULL 68
## 2668 D 0 No Deposit NULL 68
## 2669 A 0 No Deposit NULL NULL
## 2670 B 0 No Deposit 8 NULL
## 2671 D 0 No Deposit NULL 68
## 2672 D 0 No Deposit NULL 68
## 2673 D 0 No Deposit NULL 68
## 2674 D 0 No Deposit 1 NULL
## 2675 A 0 No Deposit 1 NULL
## 2676 D 0 No Deposit NULL 68
## 2677 A 0 No Deposit NULL 68
## 2678 A 0 No Deposit NULL NULL
## 2679 A 0 No Deposit 1 NULL
## 2680 A 0 No Deposit 1 NULL
## 2681 D 0 No Deposit 1 NULL
## 2682 D 0 No Deposit NULL 68
## 2683 A 0 No Deposit NULL 68
## 2684 A 1 No Deposit NULL 68
## 2685 D 1 No Deposit NULL 68
## 2686 D 1 No Deposit NULL 68
## 2687 A 1 No Deposit NULL 68
## 2688 D 1 No Deposit NULL 68
## 2689 F 0 No Deposit 9 NULL
## 2690 D 0 No Deposit 8 NULL
## 2691 A 0 No Deposit 9 NULL
## 2692 A 0 No Deposit 7 NULL
## 2693 A 0 No Deposit 9 NULL
## 2694 A 0 No Deposit 9 NULL
## 2695 D 0 No Deposit 9 NULL
## 2696 D 1 No Deposit NULL 68
## 2697 A 0 No Deposit 13 NULL
## 2698 A 0 No Deposit 9 NULL
## 2699 A 0 No Deposit 8 NULL
## 2700 A 0 No Deposit 6 NULL
## 2701 A 0 No Deposit 27 NULL
## 2702 B 0 No Deposit NULL 68
## 2703 D 0 No Deposit NULL 68
## 2704 A 0 No Deposit 9 NULL
## 2705 A 0 No Deposit 8 NULL
## 2706 A 0 No Deposit NULL NULL
## 2707 D 0 No Deposit 69 NULL
## 2708 A 0 No Deposit NULL NULL
## 2709 A 1 No Deposit NULL 68
## 2710 A 0 No Deposit NULL NULL
## 2711 A 1 No Deposit NULL 68
## 2712 A 0 No Deposit 9 NULL
## 2713 A 0 No Deposit NULL NULL
## 2714 D 0 No Deposit 69 NULL
## 2715 A 0 No Deposit 9 NULL
## 2716 A 0 Non Refund 41 NULL
## 2717 A 0 Non Refund 41 NULL
## 2718 A 0 Non Refund 41 NULL
## 2719 A 0 Non Refund 41 NULL
## 2720 A 0 Non Refund 41 NULL
## 2721 A 0 No Deposit NULL 68
## 2722 D 0 No Deposit 50 NULL
## 2723 A 0 Non Refund 41 NULL
## 2724 A 0 No Deposit 9 NULL
## 2725 A 0 No Deposit 14 NULL
## 2726 A 0 Non Refund 41 NULL
## 2727 A 0 Non Refund 41 NULL
## 2728 A 0 Non Refund 41 NULL
## 2729 A 0 Non Refund 41 NULL
## 2730 A 0 Non Refund 41 NULL
## 2731 A 0 Non Refund 41 NULL
## 2732 A 0 Non Refund 41 NULL
## 2733 A 0 Non Refund 41 NULL
## 2734 A 0 Non Refund 41 NULL
## 2735 A 0 No Deposit 7 NULL
## 2736 A 0 Non Refund 41 NULL
## 2737 A 0 Non Refund 41 NULL
## 2738 A 0 Non Refund 41 NULL
## 2739 A 0 Non Refund 41 NULL
## 2740 A 0 Non Refund 41 NULL
## 2741 A 0 Non Refund 41 NULL
## 2742 A 0 Non Refund 41 NULL
## 2743 A 0 Non Refund 41 NULL
## 2744 A 0 No Deposit 9 NULL
## 2745 D 0 No Deposit 9 NULL
## 2746 A 0 No Deposit 9 NULL
## 2747 A 4 No Deposit NULL NULL
## 2748 A 0 No Deposit 9 NULL
## 2749 A 0 No Deposit 9 NULL
## 2750 D 1 No Deposit 14 NULL
## 2751 D 0 No Deposit 9 NULL
## 2752 A 0 No Deposit 14 NULL
## 2753 A 0 No Deposit 9 NULL
## 2754 A 0 Non Refund 41 NULL
## 2755 A 0 Non Refund 41 NULL
## 2756 A 0 No Deposit 9 NULL
## 2757 A 0 No Deposit 9 NULL
## 2758 A 0 No Deposit 9 NULL
## 2759 A 0 No Deposit 7 NULL
## 2760 A 0 No Deposit 6 NULL
## 2761 A 0 No Deposit 6 NULL
## 2762 D 0 No Deposit 27 NULL
## 2763 A 0 No Deposit 6 NULL
## 2764 A 0 No Deposit 9 NULL
## 2765 A 0 No Deposit 9 NULL
## 2766 A 0 No Deposit 9 NULL
## 2767 A 0 No Deposit 9 NULL
## 2768 A 0 No Deposit 1 NULL
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## 2770 A 1 No Deposit 1 NULL
## 2771 A 0 No Deposit 1 NULL
## 2772 D 0 No Deposit 1 NULL
## 2773 A 0 No Deposit 1 NULL
## 2774 D 0 Non Refund NULL NULL
## 2775 A 0 Non Refund NULL NULL
## 2776 D 2 No Deposit 30 NULL
## 2777 D 0 No Deposit 30 NULL
## 2778 B 1 No Deposit 1 NULL
## 2779 D 0 No Deposit 9 NULL
## 2780 A 0 No Deposit NULL NULL
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## 2782 A 0 No Deposit 1 NULL
## 2783 A 2 No Deposit 1 NULL
## 2784 A 0 No Deposit 1 NULL
## 2785 A 0 No Deposit 9 NULL
## 2786 A 1 No Deposit 1 NULL
## 2787 A 0 No Deposit 1 NULL
## 2788 A 2 No Deposit 1 NULL
## 2789 A 2 No Deposit 1 NULL
## 2790 D 0 No Deposit 1 NULL
## 2791 A 0 No Deposit 1 NULL
## 2792 A 0 No Deposit 1 NULL
## 2793 A 0 No Deposit 1 NULL
## 2794 D 1 No Deposit 30 NULL
## 2795 A 1 No Deposit 1 NULL
## 2796 B 1 No Deposit 1 NULL
## 2797 A 0 No Deposit 1 NULL
## 2798 A 0 No Deposit 1 NULL
## 2799 A 0 No Deposit 1 NULL
## 2800 A 0 No Deposit NULL NULL
## 2801 A 0 No Deposit NULL NULL
## 2802 D 0 No Deposit 9 NULL
## 2803 D 0 No Deposit 30 NULL
## 2804 A 1 No Deposit 1 NULL
## 2805 B 1 No Deposit 1 NULL
## 2806 A 0 No Deposit 1 NULL
## 2807 A 0 No Deposit 1 NULL
## 2808 A 0 No Deposit 30 NULL
## 2809 D 0 No Deposit 30 NULL
## 2810 A 0 Non Refund NULL NULL
## 2811 A 0 Non Refund NULL NULL
## 2812 K 1 No Deposit NULL NULL
## 2813 D 0 No Deposit 30 NULL
## 2814 A 1 No Deposit 1 NULL
## 2815 A 0 No Deposit 1 NULL
## 2816 A 0 No Deposit 1 NULL
## 2817 A 1 No Deposit NULL NULL
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## 2819 A 0 No Deposit NULL NULL
## 2820 D 0 No Deposit 30 NULL
## 2821 A 1 No Deposit 1 NULL
## 2822 A 0 No Deposit 1 NULL
## 2823 D 0 No Deposit NULL NULL
## 2824 A 1 No Deposit 1 NULL
## 2825 B 0 No Deposit 1 NULL
## 2826 A 0 No Deposit 1 NULL
## 2827 A 0 No Deposit 30 NULL
## 2828 A 1 No Deposit 1 NULL
## 2829 A 0 No Deposit 1 NULL
## 2830 E 0 No Deposit 1 NULL
## 2831 A 0 No Deposit 1 NULL
## 2832 A 0 Non Refund NULL NULL
## 2833 A 0 Non Refund NULL NULL
## 2834 A 0 No Deposit 30 NULL
## 2835 A 1 No Deposit 1 NULL
## 2836 A 1 No Deposit 1 NULL
## 2837 A 0 No Deposit 1 NULL
## 2838 A 0 No Deposit NULL NULL
## 2839 A 0 No Deposit NULL NULL
## 2840 A 0 No Deposit 1 NULL
## 2841 A 0 No Deposit NULL NULL
## 2842 A 0 No Deposit 9 NULL
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## 2845 A 0 No Deposit 9 NULL
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## 2847 A 0 No Deposit 9 NULL
## 2848 A 0 No Deposit 9 NULL
## 2849 A 0 No Deposit 9 NULL
## 2850 A 0 No Deposit 30 NULL
## 2851 D 0 No Deposit 30 NULL
## 2852 D 1 No Deposit 30 NULL
## 2853 A 1 No Deposit 1 NULL
## 2854 B 0 No Deposit 1 NULL
## 2855 A 0 No Deposit 1 NULL
## 2856 A 0 No Deposit 1 NULL
## 2857 A 0 No Deposit 1 NULL
## 2858 A 0 No Deposit 30 NULL
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## 2860 A 0 No Deposit NULL NULL
## 2861 A 0 Non Refund NULL NULL
## 2862 D 0 No Deposit 30 NULL
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## 2865 D 0 No Deposit 30 NULL
## 2866 D 0 No Deposit 30 NULL
## 2867 A 0 No Deposit 9 NULL
## 2868 A 0 No Deposit 39 NULL
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## 2870 A 0 No Deposit NULL 68
## 2871 A 0 No Deposit NULL NULL
## 2872 A 0 No Deposit 39 NULL
## 2873 E 0 No Deposit 39 NULL
## 2874 A 0 No Deposit NULL 68
## 2875 K 0 No Deposit NULL NULL
## 2876 E 0 No Deposit 39 NULL
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## 2882 A 0 No Deposit 7 NULL
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## 2884 D 0 No Deposit 39 NULL
## 2885 A 0 No Deposit NULL 68
## 2886 A 1 No Deposit 1 NULL
## 2887 A 0 No Deposit 1 NULL
## 2888 D 0 No Deposit 30 NULL
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## 2890 D 0 No Deposit NULL NULL
## 2891 A 0 No Deposit 30 NULL
## 2892 A 1 No Deposit 1 NULL
## 2893 A 0 No Deposit 1 NULL
## 2894 A 0 No Deposit 1 NULL
## 2895 A 0 No Deposit 1 NULL
## 2896 A 0 No Deposit 1 NULL
## 2897 D 0 Non Refund NULL NULL
## 2898 A 0 Non Refund NULL NULL
## 2899 A 0 No Deposit 9 NULL
## 2900 A 0 No Deposit 30 NULL
## 2901 D 1 No Deposit 1 NULL
## 2902 A 0 No Deposit 1 NULL
## 2903 A 0 No Deposit 1 NULL
## 2904 A 0 No Deposit 9 NULL
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## 2906 A 0 Non Refund NULL NULL
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## 2908 A 0 No Deposit 1 NULL
## 2909 A 0 No Deposit 1 NULL
## 2910 A 0 No Deposit 9 NULL
## 2911 A 0 No Deposit NULL NULL
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## 2913 A 0 No Deposit 24 NULL
## 2914 A 0 No Deposit 24 NULL
## 2915 E 0 No Deposit NULL NULL
## 2916 A 0 No Deposit 27 NULL
## 2917 A 0 No Deposit 24 NULL
## 2918 A 0 No Deposit 9 NULL
## 2919 D 0 No Deposit 9 NULL
## 2920 A 0 Non Refund 1 NULL
## 2921 A 0 Non Refund 1 NULL
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## 2589 0 Transient 111.71 0
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## 2608 0 Contract 142.00 0
## 2609 0 Transient 114.00 0
## 2610 0 Transient 89.25 0
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## 2612 0 Transient 65.00 0
## 2613 0 Transient 115.00 0
## 2614 0 Transient 80.85 0
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## 2616 0 Transient-Party 62.00 0
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## 2624 0 Transient-Party 110.00 0
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## 2626 0 Transient-Party 110.00 0
## 2627 0 Transient-Party 100.00 0
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## 2752 0 Transient 100.88 0
## 2753 0 Contract 103.50 0
## 2754 0 Transient 126.00 0
## 2755 0 Transient 126.00 0
## 2756 0 Transient 124.00 0
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## 2810 0 Transient 100.00 0
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## 2873 48 Transient-Party 104.00 0
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## 2877 0 Contract 95.00 0
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## 2881 0 Contract 105.00 0
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## 2914 0 Transient-Party 96.90 0
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## 2918 0 Contract 133.50 0
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## 2924 0 Transient 86.00 0
## 2925 0 Transient 117.00 0
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## 2929 0 Contract 124.00 0
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## 2935 0 Transient-Party 60.00 0
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## 2941 0 Transient-Party 62.00 0
## total_of_special_requests reservation_status reservation_status_date
## 1 0 Check-Out 2015-07-03
## 2 1 Canceled 2015-07-01
## 3 1 Canceled 2015-04-30
## 4 2 Canceled 2015-06-23
## 5 1 Canceled 2015-04-02
## 6 1 Canceled 2015-06-25
## 7 0 Check-Out 2015-07-05
## 8 0 Canceled 2015-06-25
## 9 1 No-Show 2015-07-02
## 10 1 No-Show 2015-07-02
## 11 0 Check-Out 2015-07-05
## 12 0 Check-Out 2015-07-05
## 13 0 Check-Out 2015-07-05
## 14 0 Check-Out 2015-07-05
## 15 0 Canceled 2015-06-29
## 16 0 Check-Out 2015-07-05
## 17 0 Canceled 2015-06-16
## 18 0 Check-Out 2015-07-05
## 19 0 Check-Out 2015-07-05
## 20 0 Canceled 2015-06-29
## 21 0 Canceled 2015-06-16
## 22 1 Canceled 2015-06-30
## 23 0 Check-Out 2015-07-05
## 24 0 Check-Out 2015-07-05
## 25 1 Canceled 2015-04-17
## 26 0 Check-Out 2015-07-10
## 27 0 Canceled 2015-06-01
## 28 0 Canceled 2015-06-23
## 29 1 Canceled 2015-06-15
## 30 0 Check-Out 2015-07-08
## 31 0 Canceled 2015-06-30
## 32 0 Canceled 2015-06-20
## 33 0 Canceled 2015-07-03
## 34 1 Canceled 2015-06-20
## 35 2 Canceled 2015-04-21
## 36 1 Canceled 2015-06-20
## 37 2 Canceled 2015-06-15
## 38 1 Canceled 2015-05-22
## 39 1 Canceled 2015-06-25
## 40 1 No-Show 2015-07-06
## 41 0 Canceled 2015-06-17
## 42 0 Canceled 2015-06-27
## 43 0 Canceled 2015-06-26
## 44 2 Canceled 2015-06-27
## 45 0 Check-Out 2015-07-09
## 46 2 Canceled 2015-06-17
## 47 1 Canceled 2015-06-17
## 48 1 Canceled 2015-06-16
## 49 1 Canceled 2015-06-29
## 50 2 Canceled 2015-06-27
## 51 1 Canceled 2015-07-07
## 52 1 Canceled 2015-07-07
## 53 0 Canceled 2015-07-07
## 54 0 Check-Out 2015-07-17
## 55 0 Canceled 2015-04-08
## 56 0 Canceled 2015-04-11
## 57 0 Canceled 2015-04-08
## 58 0 Check-Out 2015-07-10
## 59 1 Canceled 2015-04-05
## 60 0 Check-Out 2015-07-13
## 61 2 Canceled 2015-06-29
## 62 0 Check-Out 2015-07-13
## 63 1 Canceled 2015-06-25
## 64 0 Canceled 2015-05-14
## 65 0 Canceled 2015-05-07
## 66 0 Canceled 2015-06-15
## 67 1 Canceled 2015-06-27
## 68 1 Check-Out 2015-07-14
## 69 0 Canceled 2015-06-30
## 70 1 Canceled 2015-07-01
## 71 0 Canceled 2015-07-10
## 72 2 Canceled 2015-05-25
## 73 0 Check-Out 2015-07-15
## 74 1 Canceled 2015-06-01
## 75 1 Canceled 2015-06-01
## 76 0 Check-Out 2015-07-12
## 77 0 Check-Out 2015-07-12
## 78 0 Check-Out 2015-07-12
## 79 0 Check-Out 2015-07-12
## 80 1 Canceled 2015-06-27
## 81 0 Check-Out 2015-07-14
## 82 0 Check-Out 2015-07-14
## 83 1 Canceled 2015-06-12
## 84 0 Canceled 2015-05-11
## 85 0 Check-Out 2015-07-14
## 86 0 Canceled 2015-06-23
## 87 0 Check-Out 2015-07-14
## 88 0 Check-Out 2015-07-14
## 89 0 Check-Out 2015-07-14
## 90 0 Check-Out 2015-07-14
## 91 0 Check-Out 2015-07-14
## 92 0 Canceled 2015-06-23
## 93 0 Canceled 2015-06-23
## 94 0 Check-Out 2015-07-14
## 95 0 Canceled 2015-06-23
## 96 0 Check-Out 2015-07-14
## 97 0 Check-Out 2015-07-14
## 98 0 Canceled 2015-06-23
## 99 0 Canceled 2015-06-23
## 100 0 Check-Out 2015-07-14
## 101 0 Canceled 2015-06-23
## 102 0 Check-Out 2015-07-14
## 103 0 Check-Out 2015-07-14
## 104 0 Check-Out 2015-07-14
## 105 0 Check-Out 2015-07-14
## 106 0 Check-Out 2015-07-14
## 107 0 Check-Out 2015-07-14
## 108 0 Check-Out 2015-07-14
## 109 0 Canceled 2015-06-23
## 110 0 Canceled 2015-05-11
## 111 0 Check-Out 2015-07-14
## 112 0 Canceled 2015-06-23
## 113 0 Check-Out 2015-07-14
## 114 0 Check-Out 2015-07-14
## 115 0 Canceled 2015-06-23
## 116 0 Canceled 2015-06-23
## 117 1 Canceled 2015-07-02
## 118 0 Canceled 2015-06-15
## 119 0 Check-Out 2015-07-14
## 120 0 No-Show 2015-07-13
## 121 2 Canceled 2015-06-17
## 122 0 No-Show 2015-07-13
## 123 0 No-Show 2015-07-13
## 124 0 No-Show 2015-07-13
## 125 2 Canceled 2015-06-17
## 126 0 No-Show 2015-07-13
## 127 1 Canceled 2015-06-30
## 128 0 No-Show 2015-07-13
## 129 0 No-Show 2015-07-13
## 130 1 Canceled 2015-06-29
## 131 0 Canceled 2015-03-13
## 132 1 Canceled 2015-06-30
## 133 1 Canceled 2015-07-03
## 134 0 Canceled 2015-07-07
## 135 0 Canceled 2015-07-15
## 136 1 Canceled 2015-06-30
## 137 2 No-Show 2015-07-15
## 138 1 Canceled 2015-05-08
## 139 0 Canceled 2015-06-20
## 140 0 Check-Out 2015-07-22
## 141 1 Canceled 2015-07-02
## 142 1 Canceled 2015-05-27
## 143 0 Canceled 2015-05-07
## 144 1 Canceled 2015-05-07
## 145 1 Canceled 2015-04-29
## 146 0 No-Show 2015-07-16
## 147 0 Canceled 2015-06-17
## 148 0 Canceled 2015-07-16
## 149 0 Canceled 2015-07-13
## 150 0 Check-Out 2015-07-20
## 151 0 Check-Out 2015-07-20
## 152 0 Check-Out 2015-07-20
## 153 0 Check-Out 2015-07-20
## 154 0 Check-Out 2015-07-20
## 155 0 Check-Out 2015-07-20
## 156 0 Check-Out 2015-07-20
## 157 0 Check-Out 2015-07-20
## 158 0 Check-Out 2015-07-20
## 159 0 Check-Out 2015-07-20
## 160 0 Check-Out 2015-07-20
## 161 0 Check-Out 2015-07-20
## 162 0 Check-Out 2015-07-20
## 163 0 Check-Out 2015-07-20
## 164 0 Check-Out 2015-07-20
## 165 0 Check-Out 2015-07-20
## 166 0 Check-Out 2015-07-20
## 167 0 Check-Out 2015-07-20
## 168 0 Check-Out 2015-07-20
## 169 0 Check-Out 2015-07-20
## 170 0 Check-Out 2015-07-20
## 171 0 Canceled 2015-07-16
## 172 0 Check-Out 2015-07-21
## 173 0 Canceled 2015-07-16
## 174 0 Check-Out 2015-07-21
## 175 0 Canceled 2015-07-16
## 176 0 Canceled 2015-07-16
## 177 0 Canceled 2015-07-16
## 178 0 Canceled 2015-07-16
## 179 0 Canceled 2015-07-16
## 180 0 Check-Out 2015-07-21
## 181 0 Check-Out 2015-07-21
## 182 0 Canceled 2015-07-16
## 183 0 Canceled 2015-07-16
## 184 0 Check-Out 2015-07-21
## 185 0 Canceled 2015-07-16
## 186 0 Canceled 2015-07-16
## 187 0 Canceled 2015-07-16
## 188 0 Canceled 2015-07-16
## 189 0 Canceled 2015-07-16
## 190 0 Canceled 2015-07-16
## 191 0 Check-Out 2015-07-21
## 192 0 Canceled 2015-07-16
## 193 0 Canceled 2015-07-16
## 194 0 Canceled 2015-07-16
## 195 0 Check-Out 2015-07-22
## 196 0 Check-Out 2015-07-22
## 197 0 Check-Out 2015-07-22
## 198 0 Canceled 2015-07-18
## 199 0 Canceled 2015-07-18
## 200 0 Canceled 2015-07-18
## 201 1 Canceled 2015-07-18
## 202 0 Canceled 2015-07-18
## 203 0 Canceled 2015-07-18
## 204 0 Check-Out 2015-07-22
## 205 0 Canceled 2015-07-18
## 206 0 Canceled 2015-07-18
## 207 0 Check-Out 2015-07-22
## 208 0 Check-Out 2015-07-22
## 209 0 Canceled 2015-07-18
## 210 0 Canceled 2015-07-18
## 211 0 Check-Out 2015-07-22
## 212 0 Check-Out 2015-07-22
## 213 0 Canceled 2015-07-18
## 214 0 Canceled 2015-07-18
## 215 0 Check-Out 2015-07-22
## 216 0 Canceled 2015-07-18
## 217 0 Canceled 2015-07-18
## 218 0 Check-Out 2015-07-22
## 219 0 Canceled 2015-07-18
## 220 0 Check-Out 2015-07-22
## 221 0 Check-Out 2015-07-22
## 222 0 Canceled 2015-07-18
## 223 0 Check-Out 2015-07-22
## 224 0 Check-Out 2015-07-22
## 225 0 Canceled 2015-07-18
## 226 0 Check-Out 2015-07-23
## 227 1 Canceled 2015-04-16
## 228 1 Canceled 2015-07-12
## 229 1 Canceled 2015-07-12
## 230 0 Canceled 2015-06-29
## 231 1 Canceled 2015-07-11
## 232 1 Canceled 2015-07-09
## 233 1 Canceled 2015-07-09
## 234 0 Check-Out 2015-07-22
## 235 0 Check-Out 2015-07-20
## 236 0 No-Show 2015-07-20
## 237 0 Canceled 2015-05-25
## 238 0 Check-Out 2015-07-24
## 239 0 Check-Out 2015-07-24
## 240 0 Check-Out 2015-07-24
## 241 0 Canceled 2015-07-02
## 242 0 Canceled 2015-07-02
## 243 0 Check-Out 2015-07-24
## 244 0 Canceled 2015-07-17
## 245 0 Canceled 2015-07-02
## 246 0 Canceled 2015-07-02
## 247 0 Check-Out 2015-07-24
## 248 0 Canceled 2015-07-17
## 249 0 Canceled 2015-07-02
## 250 0 Check-Out 2015-07-24
## 251 0 Check-Out 2015-07-24
## 252 0 Check-Out 2015-07-24
## 253 0 Check-Out 2015-07-24
## 254 0 Check-Out 2015-07-24
## 255 0 Check-Out 2015-07-24
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## 1452 3 Check-Out 2015-08-21
## 1453 2 Check-Out 2015-08-21
## 1454 3 Check-Out 2015-08-21
## 1455 0 Canceled 2015-08-17
## 1456 1 Canceled 2015-08-13
## 1457 0 Check-Out 2015-08-22
## 1458 0 Canceled 2015-08-17
## 1459 2 Canceled 2015-08-08
## 1460 1 Check-Out 2015-08-23
## 1461 0 Canceled 2015-08-17
## 1462 2 Canceled 2015-08-15
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## 1464 1 Check-Out 2015-08-23
## 1465 0 Canceled 2015-08-17
## 1466 0 Check-Out 2015-08-24
## 1467 0 Check-Out 2015-08-24
## 1468 0 Canceled 2015-08-17
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## 1470 1 Check-Out 2015-08-19
## 1471 0 Check-Out 2015-08-19
## 1472 0 Check-Out 2015-08-19
## 1473 0 Check-Out 2015-08-19
## 1474 0 Check-Out 2015-08-19
## 1475 0 Check-Out 2015-08-19
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## 1478 2 Check-Out 2015-08-30
## 1479 0 No-Show 2015-08-18
## 1480 0 Check-Out 2015-08-19
## 1481 0 No-Show 2015-08-18
## 1482 0 Check-Out 2015-08-19
## 1483 0 Check-Out 2015-08-19
## 1484 0 Check-Out 2015-08-19
## 1485 0 No-Show 2015-08-18
## 1486 0 No-Show 2015-08-18
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## 1488 0 Check-Out 2015-08-19
## 1489 0 Check-Out 2015-08-19
## 1490 0 No-Show 2015-08-18
## 1491 0 Check-Out 2015-08-19
## 1492 0 Check-Out 2015-08-19
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## 1496 1 Check-Out 2015-08-20
## 1497 2 Check-Out 2015-08-20
## 1498 0 Canceled 2015-08-13
## 1499 0 Canceled 2015-08-13
## 1500 0 Canceled 2015-08-13
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## 1502 1 Check-Out 2015-08-20
## 1503 0 Check-Out 2015-08-21
## 1504 0 Check-Out 2015-08-22
## 1505 2 Check-Out 2015-08-22
## 1506 0 Check-Out 2015-08-22
## 1507 1 Check-Out 2015-08-22
## 1508 0 Canceled 2015-08-18
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## 1510 1 Check-Out 2015-08-23
## 1511 1 Check-Out 2015-08-23
## 1512 2 Check-Out 2015-08-23
## 1513 0 Check-Out 2015-08-24
## 1514 1 Check-Out 2015-08-24
## 1515 0 Check-Out 2015-08-30
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## 1519 0 Canceled 2015-08-13
## 1520 1 Check-Out 2015-08-20
## 1521 2 Canceled 2015-08-13
## 1522 0 Check-Out 2015-08-20
## 1523 0 Check-Out 2015-08-21
## 1524 0 Check-Out 2015-08-21
## 1525 2 Check-Out 2015-08-21
## 1526 2 Check-Out 2015-08-21
## 1527 0 Canceled 2015-08-01
## 1528 2 Check-Out 2015-08-21
## 1529 2 Check-Out 2015-08-21
## 1530 2 Check-Out 2015-08-21
## 1531 0 Check-Out 2015-08-20
## 1532 0 Canceled 2015-08-13
## 1533 2 Check-Out 2015-08-20
## 1534 0 Check-Out 2015-08-22
## 1535 2 Check-Out 2015-08-22
## 1536 1 Check-Out 2015-08-22
## 1537 0 Check-Out 2015-08-22
## 1538 0 Canceled 2015-05-05
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## 1540 1 Check-Out 2015-08-23
## 1541 0 Check-Out 2015-08-24
## 1542 0 Check-Out 2015-08-24
## 1543 1 Check-Out 2015-08-24
## 1544 0 Check-Out 2015-08-24
## 1545 0 Check-Out 2015-08-20
## 1546 2 Check-Out 2015-08-21
## 1547 0 Check-Out 2015-08-21
## 1548 3 Check-Out 2015-08-21
## 1549 1 Check-Out 2015-08-21
## 1550 1 Check-Out 2015-08-21
## 1551 0 Check-Out 2015-08-21
## 1552 0 Check-Out 2015-08-21
## 1553 1 Check-Out 2015-08-21
## 1554 1 Check-Out 2015-08-21
## 1555 2 Check-Out 2015-08-25
## 1556 2 Check-Out 2015-08-26
## 1557 0 Check-Out 2015-08-26
## 1558 0 Check-Out 2015-08-26
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## 1560 1 Check-Out 2015-09-01
## 1561 0 Check-Out 2015-08-20
## 1562 1 Check-Out 2015-08-20
## 1563 2 Check-Out 2015-08-20
## 1564 2 Check-Out 2015-08-20
## 1565 2 Check-Out 2015-08-20
## 1566 0 Check-Out 2015-08-20
## 1567 2 Check-Out 2015-08-21
## 1568 1 Check-Out 2015-08-21
## 1569 1 Check-Out 2015-08-21
## 1570 2 Check-Out 2015-08-21
## 1571 0 Check-Out 2015-08-21
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## 1574 3 Check-Out 2015-08-21
## 1575 0 Check-Out 2015-08-21
## 1576 0 Check-Out 2015-08-21
## 1577 1 Check-Out 2015-08-21
## 1578 2 Check-Out 2015-08-22
## 1579 1 Canceled 2015-08-17
## 1580 3 Check-Out 2015-08-22
## 1581 0 Check-Out 2015-08-22
## 1582 3 Canceled 2015-08-19
## 1583 3 Canceled 2015-08-19
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## 1585 0 Check-Out 2015-08-23
## 1586 2 Check-Out 2015-08-23
## 1587 1 Canceled 2015-08-17
## 1588 2 Check-Out 2015-08-23
## 1589 0 Check-Out 2015-08-23
## 1590 1 Canceled 2015-08-14
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## 1592 1 Check-Out 2015-08-24
## 1593 1 Check-Out 2015-08-26
## 1594 2 Check-Out 2015-08-27
## 1595 4 Check-Out 2015-08-27
## 1596 0 Check-Out 2015-08-27
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## 1599 1 Check-Out 2015-08-22
## 1600 0 Check-Out 2015-08-22
## 1601 0 Check-Out 2015-08-22
## 1602 0 Check-Out 2015-08-22
## 1603 2 Check-Out 2015-08-22
## 1604 2 Check-Out 2015-08-23
## 1605 0 Check-Out 2015-08-23
## 1606 1 Check-Out 2015-08-23
## 1607 3 Check-Out 2015-08-23
## 1608 1 Check-Out 2015-08-23
## 1609 2 Check-Out 2015-08-23
## 1610 1 Check-Out 2015-08-23
## 1611 1 Canceled 2015-06-30
## 1612 2 Canceled 2015-08-17
## 1613 2 Check-Out 2015-08-24
## 1614 0 Canceled 2015-08-21
## 1615 0 Check-Out 2015-08-24
## 1616 0 Canceled 2015-08-21
## 1617 1 Check-Out 2015-08-24
## 1618 0 Check-Out 2015-08-24
## 1619 1 Check-Out 2015-08-24
## 1620 2 Check-Out 2015-08-24
## 1621 0 Canceled 2015-08-21
## 1622 3 Check-Out 2015-08-24
## 1623 0 Canceled 2015-08-21
## 1624 2 Check-Out 2015-08-24
## 1625 0 Check-Out 2015-08-25
## 1626 0 Check-Out 2015-08-25
## 1627 0 Check-Out 2015-08-25
## 1628 2 Check-Out 2015-08-25
## 1629 0 Check-Out 2015-08-25
## 1630 2 Check-Out 2015-08-26
## 1631 2 Check-Out 2015-08-26
## 1632 1 Check-Out 2015-08-27
## 1633 0 Canceled 2015-06-30
## 1634 0 Check-Out 2015-08-28
## 1635 3 Check-Out 2015-09-05
## 1636 0 Check-Out 2015-08-26
## 1637 0 Check-Out 2015-08-25
## 1638 0 Canceled 2015-08-06
## 1639 1 Check-Out 2015-08-25
## 1640 0 Canceled 2015-08-05
## 1641 0 Canceled 2015-08-05
## 1642 0 Check-Out 2015-08-25
## 1643 0 Canceled 2015-08-06
## 1644 1 Check-Out 2015-08-25
## 1645 0 Check-Out 2015-08-25
## 1646 0 Check-Out 2015-08-25
## 1647 0 Canceled 2015-08-06
## 1648 0 Canceled 2015-08-06
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## 1650 0 Canceled 2015-05-04
## 1651 1 Check-Out 2015-08-23
## 1652 1 Check-Out 2015-08-23
## 1653 0 Check-Out 2015-08-23
## 1654 1 Check-Out 2015-08-23
## 1655 2 Check-Out 2015-08-23
## 1656 1 Canceled 2015-06-01
## 1657 1 Check-Out 2015-08-23
## 1658 2 Canceled 2015-06-01
## 1659 0 Canceled 2015-08-20
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## 1661 0 Check-Out 2015-08-24
## 1662 2 Canceled 2015-08-21
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## 1664 0 Canceled 2015-08-06
## 1665 0 Canceled 2015-08-06
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## 1667 0 Canceled 2015-08-06
## 1668 0 Canceled 2015-08-05
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## 1670 0 Check-Out 2015-08-25
## 1671 0 Check-Out 2015-08-25
## 1672 0 Canceled 2015-08-06
## 1673 0 Canceled 2015-08-05
## 1674 0 Check-Out 2015-08-25
## 1675 0 Check-Out 2015-08-25
## 1676 0 Canceled 2015-08-06
## 1677 0 Check-Out 2015-08-25
## 1678 0 Check-Out 2015-08-25
## 1679 0 Canceled 2015-08-06
## 1680 0 Check-Out 2015-08-25
## 1681 0 Check-Out 2015-08-25
## 1682 0 Check-Out 2015-08-25
## 1683 1 Check-Out 2015-08-25
## 1684 1 Check-Out 2015-08-25
## 1685 0 Canceled 2015-08-06
## 1686 0 Canceled 2015-08-06
## 1687 0 Check-Out 2015-08-25
## 1688 1 Check-Out 2015-08-25
## 1689 0 Check-Out 2015-08-25
## 1690 1 Check-Out 2015-08-25
## 1691 0 Canceled 2015-08-22
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## 1695 0 Check-Out 2015-08-24
## 1696 3 Check-Out 2015-08-24
## 1697 0 Check-Out 2015-08-24
## 1698 0 Check-Out 2015-08-24
## 1699 0 Check-Out 2015-08-24
## 1700 0 Canceled 2015-08-10
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## 1702 0 Check-Out 2015-08-25
## 1703 2 Check-Out 2015-08-25
## 1704 1 Check-Out 2015-08-26
## 1705 1 Check-Out 2015-08-26
## 1706 1 Check-Out 2015-08-26
## 1707 3 Check-Out 2015-08-27
## 1708 3 Check-Out 2015-08-27
## 1709 2 Check-Out 2015-08-28
## 1710 0 Canceled 2015-08-22
## 1711 2 Check-Out 2015-08-28
## 1712 2 Check-Out 2015-08-29
## 1713 0 Check-Out 2015-08-29
## 1714 0 Check-Out 2015-08-28
## 1715 1 Check-Out 2015-08-28
## 1716 0 Check-Out 2015-08-25
## 1717 1 Check-Out 2015-08-25
## 1718 1 Check-Out 2015-08-25
## 1719 0 Check-Out 2015-08-26
## 1720 0 Check-Out 2015-08-26
## 1721 0 Canceled 2015-08-19
## 1722 0 Check-Out 2015-08-26
## 1723 0 Check-Out 2015-08-26
## 1724 0 Check-Out 2015-08-26
## 1725 0 Check-Out 2015-08-26
## 1726 0 Check-Out 2015-08-26
## 1727 0 Check-Out 2015-08-26
## 1728 0 Check-Out 2015-08-26
## 1729 0 Check-Out 2015-08-26
## 1730 0 Check-Out 2015-08-26
## 1731 0 Check-Out 2015-08-26
## 1732 0 Check-Out 2015-08-26
## 1733 0 Check-Out 2015-08-26
## 1734 0 Check-Out 2015-08-26
## 1735 0 Check-Out 2015-08-26
## 1736 1 Check-Out 2015-08-26
## 1737 1 Check-Out 2015-08-26
## 1738 0 Check-Out 2015-08-26
## 1739 1 Check-Out 2015-08-26
## 1740 0 Check-Out 2015-08-26
## 1741 0 Check-Out 2015-08-26
## 1742 0 Canceled 2015-08-19
## 1743 0 Check-Out 2015-08-26
## 1744 0 Check-Out 2015-08-26
## 1745 0 Check-Out 2015-08-26
## 1746 0 Check-Out 2015-08-26
## 1747 0 Check-Out 2015-08-26
## 1748 0 Canceled 2015-08-19
## 1749 0 Check-Out 2015-08-26
## 1750 0 Check-Out 2015-08-27
## 1751 1 Check-Out 2015-08-27
## 1752 2 Check-Out 2015-08-27
## 1753 1 Check-Out 2015-08-27
## 1754 2 Check-Out 2015-08-28
## 1755 1 Check-Out 2015-08-28
## 1756 2 Check-Out 2015-08-28
## 1757 2 Check-Out 2015-08-28
## 1758 1 Check-Out 2015-08-29
## 1759 1 Check-Out 2015-08-29
## 1760 0 Check-Out 2015-08-30
## 1761 1 Check-Out 2015-09-01
## 1762 2 Check-Out 2015-08-27
## 1763 0 Check-Out 2015-08-27
## 1764 0 Check-Out 2015-08-29
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## 1766 0 Check-Out 2015-08-29
## 1767 0 Check-Out 2015-08-29
## 1768 0 Check-Out 2015-08-29
## 1769 0 Check-Out 2015-08-29
## 1770 0 Check-Out 2015-08-29
## 1771 0 Canceled 2015-08-06
## 1772 0 Check-Out 2015-08-29
## 1773 0 Canceled 2015-08-06
## 1774 0 Check-Out 2015-08-29
## 1775 0 Check-Out 2015-08-29
## 1776 0 Canceled 2015-08-06
## 1777 0 Canceled 2015-08-06
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## 1780 0 Check-Out 2015-08-29
## 1781 0 Check-Out 2015-08-29
## 1782 0 Canceled 2015-08-06
## 1783 0 Canceled 2015-08-06
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## 1785 0 Check-Out 2015-08-29
## 1786 0 Canceled 2015-08-06
## 1787 0 Check-Out 2015-08-29
## 1788 1 Check-Out 2015-08-29
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## 1793 0 Check-Out 2015-08-29
## 1794 0 Canceled 2015-08-06
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## 1796 1 Check-Out 2015-08-29
## 1797 0 Check-Out 2015-08-29
## 1798 0 Check-Out 2015-08-29
## 1799 0 Check-Out 2015-08-29
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## 1804 2 Check-Out 2015-08-26
## 1805 0 Check-Out 2015-08-26
## 1806 0 Check-Out 2015-08-26
## 1807 0 Check-Out 2015-08-26
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## 1810 2 Check-Out 2015-08-27
## 1811 1 Check-Out 2015-08-27
## 1812 0 Check-Out 2015-08-27
## 1813 2 Check-Out 2015-08-27
## 1814 2 Check-Out 2015-08-27
## 1815 1 Canceled 2015-08-20
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## 1817 0 Canceled 2015-08-06
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## 1819 0 Check-Out 2015-08-29
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## 1823 2 Check-Out 2015-08-27
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## 1825 0 Check-Out 2015-08-27
## 1826 2 Check-Out 2015-08-27
## 1827 0 Check-Out 2015-08-27
## 1828 0 Check-Out 2015-08-27
## 1829 0 Check-Out 2015-08-27
## 1830 0 Check-Out 2015-08-28
## 1831 0 Check-Out 2015-08-28
## 1832 0 Canceled 2015-08-24
## 1833 2 Check-Out 2015-08-28
## 1834 0 Check-Out 2015-08-28
## 1835 0 Check-Out 2015-08-28
## 1836 1 Check-Out 2015-08-28
## 1837 0 Check-Out 2015-08-28
## 1838 0 Check-Out 2015-08-28
## 1839 0 Check-Out 2015-08-28
## 1840 0 Check-Out 2015-08-28
## 1841 1 Check-Out 2015-08-28
## 1842 0 Check-Out 2015-08-28
## 1843 0 Check-Out 2015-08-28
## 1844 0 Canceled 2015-08-24
## 1845 0 Check-Out 2015-08-28
## 1846 0 Check-Out 2015-08-28
## 1847 0 Check-Out 2015-08-28
## 1848 1 Check-Out 2015-08-28
## 1849 0 Check-Out 2015-08-28
## 1850 0 Check-Out 2015-08-28
## 1851 0 Check-Out 2015-08-28
## 1852 0 Check-Out 2015-08-28
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## 1858 0 Check-Out 2015-08-28
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## 1862 0 Check-Out 2015-08-28
## 1863 0 Check-Out 2015-08-28
## 1864 0 Check-Out 2015-08-28
## 1865 0 Check-Out 2015-08-28
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## 1867 0 Check-Out 2015-08-28
## 1868 0 Check-Out 2015-08-29
## 1869 0 Check-Out 2015-08-29
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## 1871 1 Canceled 2015-05-01
## 1872 2 Check-Out 2015-08-30
## 1873 1 Check-Out 2015-08-30
## 1874 1 Canceled 2015-05-01
## 1875 1 Canceled 2015-05-01
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## 1877 2 Check-Out 2015-08-28
## 1878 2 Check-Out 2015-08-28
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## 1883 0 Check-Out 2015-08-29
## 1884 2 Check-Out 2015-08-29
## 1885 1 Check-Out 2015-09-01
## 1886 2 Check-Out 2015-09-01
## 1887 2 Check-Out 2015-09-01
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## 1889 1 Canceled 2015-08-19
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## 1894 1 Check-Out 2015-08-29
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## 1897 2 Check-Out 2015-08-29
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## 1900 3 Check-Out 2015-08-30
## 1901 0 Check-Out 2015-08-30
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## 1907 2 Check-Out 2015-09-03
## 1908 1 Check-Out 2015-09-05
## 1909 1 Canceled 2015-08-11
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## 1911 0 Check-Out 2015-08-30
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## 1913 2 Check-Out 2015-08-30
## 1914 2 Canceled 2015-08-26
## 1915 1 Check-Out 2015-08-30
## 1916 2 Check-Out 2015-08-30
## 1917 1 Check-Out 2015-08-30
## 1918 2 Check-Out 2015-08-30
## 1919 0 Check-Out 2015-08-30
## 1920 2 Check-Out 2015-08-30
## 1921 2 Check-Out 2015-08-31
## 1922 0 Check-Out 2015-08-31
## 1923 1 Check-Out 2015-08-31
## 1924 1 Check-Out 2015-08-31
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## 1927 0 Check-Out 2015-09-01
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## 1929 0 Check-Out 2015-09-01
## 1930 1 Check-Out 2015-09-01
## 1931 0 Check-Out 2015-09-01
## 1932 0 Check-Out 2015-09-01
## 1933 0 Check-Out 2015-09-01
## 1934 0 Check-Out 2015-09-01
## 1935 0 Check-Out 2015-09-01
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## 1937 0 Check-Out 2015-09-01
## 1938 0 Check-Out 2015-09-01
## 1939 0 Check-Out 2015-09-01
## 1940 0 Check-Out 2015-09-01
## 1941 0 Canceled 2015-08-20
## 1942 0 Check-Out 2015-09-01
## 1943 0 Check-Out 2015-09-01
## 1944 0 Check-Out 2015-09-01
## 1945 0 Check-Out 2015-09-01
## 1946 0 Check-Out 2015-09-01
## 1947 0 Check-Out 2015-09-01
## 1948 0 Canceled 2015-08-25
## 1949 1 Check-Out 2015-09-01
## 1950 0 Check-Out 2015-09-01
## 1951 0 Check-Out 2015-09-01
## 1952 0 Check-Out 2015-09-01
## 1953 0 Check-Out 2015-09-01
## 1954 0 Check-Out 2015-09-01
## 1955 0 Check-Out 2015-09-01
## 1956 1 Check-Out 2015-09-01
## 1957 0 Check-Out 2015-09-02
## 1958 1 Canceled 2015-08-21
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## 1961 1 Canceled 2015-08-19
## 1962 0 Check-Out 2015-09-05
## 1963 2 Canceled 2015-08-24
## 1964 0 Check-Out 2015-09-05
## 1965 0 Check-Out 2015-08-30
## 1966 0 Check-Out 2015-08-31
## 1967 1 Check-Out 2015-08-31
## 1968 2 Check-Out 2015-08-31
## 1969 0 Canceled 2015-08-19
## 1970 2 Canceled 2015-08-18
## 1971 0 Canceled 2015-08-19
## 1972 2 Check-Out 2015-08-31
## 1973 1 Canceled 2015-08-28
## 1974 2 Check-Out 2015-08-31
## 1975 0 Canceled 2015-07-22
## 1976 0 Canceled 2015-07-22
## 1977 0 Canceled 2015-07-22
## 1978 0 Canceled 2015-07-22
## 1979 0 Canceled 2015-07-22
## 1980 0 Canceled 2015-07-22
## 1981 0 Canceled 2015-07-22
## 1982 0 Canceled 2015-07-22
## 1983 0 Canceled 2015-07-22
## 1984 0 Canceled 2015-07-22
## 1985 0 Canceled 2015-07-22
## 1986 0 Canceled 2015-07-22
## 1987 0 Canceled 2015-07-22
## 1988 0 Canceled 2015-07-22
## 1989 0 Canceled 2015-07-22
## 1990 0 Canceled 2015-07-22
## 1991 0 Canceled 2015-07-22
## 1992 0 Canceled 2015-07-22
## 1993 0 Canceled 2015-07-22
## 1994 0 Canceled 2015-07-22
## 1995 0 Canceled 2015-07-22
## 1996 0 Canceled 2015-07-22
## 1997 0 Canceled 2015-07-22
## 1998 0 Canceled 2015-07-22
## 1999 0 Canceled 2015-07-22
## 2000 0 Canceled 2015-07-22
## 2001 0 Canceled 2015-07-22
## 2002 0 Canceled 2015-07-22
## 2003 0 Canceled 2015-07-22
## 2004 0 Canceled 2015-07-22
## 2005 0 Canceled 2015-07-22
## 2006 0 Canceled 2015-07-22
## 2007 0 Canceled 2015-07-22
## 2008 0 Canceled 2015-07-22
## 2009 0 Canceled 2015-07-22
## 2010 0 Canceled 2015-07-22
## 2011 0 Canceled 2015-07-22
## 2012 0 Canceled 2015-07-22
## 2013 0 Canceled 2015-07-22
## 2014 0 Canceled 2015-07-22
## 2015 0 Check-Out 2015-09-03
## 2016 2 Check-Out 2015-09-03
## 2017 2 Check-Out 2015-09-04
## 2018 1 Check-Out 2015-09-04
## 2019 1 Canceled 2015-08-19
## 2020 1 Check-Out 2015-09-06
## 2021 0 Check-Out 2015-09-01
## 2022 0 Check-Out 2015-09-01
## 2023 0 Check-Out 2015-09-01
## 2024 0 Check-Out 2015-09-01
## 2025 0 Check-Out 2015-09-01
## 2026 0 Check-Out 2015-09-01
## 2027 0 Check-Out 2015-09-03
## 2028 0 Canceled 2015-08-24
## 2029 1 Check-Out 2015-09-03
## 2030 1 Check-Out 2015-09-03
## 2031 0 Check-Out 2015-09-03
## 2032 0 Check-Out 2015-09-03
## 2033 1 Check-Out 2015-09-03
## 2034 1 Check-Out 2015-09-03
## 2035 0 Canceled 2015-08-24
## 2036 0 Check-Out 2015-09-03
## 2037 0 Check-Out 2015-09-03
## 2038 0 Check-Out 2015-09-03
## 2039 0 Check-Out 2015-09-03
## 2040 1 Check-Out 2015-09-03
## 2041 0 Canceled 2015-08-24
## 2042 1 Check-Out 2015-09-03
## 2043 0 Check-Out 2015-09-03
## 2044 0 Check-Out 2015-09-03
## 2045 0 Check-Out 2015-09-03
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## 2619 0 Check-Out 2015-09-11
## 2620 0 Check-Out 2015-09-11
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## 2629 0 Check-Out 2015-09-11
## 2630 0 Check-Out 2015-09-11
## 2631 0 Canceled 2015-09-03
## 2632 0 Check-Out 2015-09-11
## 2633 1 Check-Out 2015-09-11
## 2634 0 Check-Out 2015-09-11
## 2635 0 Canceled 2015-06-30
## 2636 0 Check-Out 2015-09-11
## 2637 0 Check-Out 2015-09-11
## 2638 0 Canceled 2015-09-03
## 2639 0 Check-Out 2015-09-11
## 2640 1 No-Show 2015-09-09
## 2641 0 Check-Out 2015-09-11
## 2642 0 Check-Out 2015-09-11
## 2643 0 Check-Out 2015-09-11
## 2644 0 Canceled 2015-09-08
## 2645 0 Check-Out 2015-09-11
## 2646 0 Check-Out 2015-09-11
## 2647 0 Canceled 2015-06-30
## 2648 0 Check-Out 2015-09-11
## 2649 0 Check-Out 2015-09-11
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## 2652 1 Check-Out 2015-09-11
## 2653 0 Check-Out 2015-09-11
## 2654 0 Check-Out 2015-09-11
## 2655 0 Check-Out 2015-09-11
## 2656 0 Canceled 2015-06-30
## 2657 0 Canceled 2015-06-30
## 2658 0 Check-Out 2015-09-11
## 2659 0 Check-Out 2015-09-11
## 2660 0 Canceled 2015-09-03
## 2661 1 Check-Out 2015-09-11
## 2662 0 Check-Out 2015-09-11
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## 2669 0 Canceled 2015-06-30
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## 2678 0 Canceled 2015-06-30
## 2679 0 Check-Out 2015-09-11
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## 2682 0 Canceled 2015-09-08
## 2683 0 Check-Out 2015-09-11
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## 2696 0 Check-Out 2015-09-12
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## 2698 1 Check-Out 2015-09-13
## 2699 0 Canceled 2015-09-07
## 2700 1 Canceled 2015-08-26
## 2701 0 Check-Out 2015-09-13
## 2702 0 Check-Out 2015-09-11
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## 2704 3 Check-Out 2015-09-13
## 2705 1 Check-Out 2015-09-11
## 2706 0 Canceled 2015-09-09
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## 2708 0 Canceled 2015-09-09
## 2709 0 Canceled 2015-09-08
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## 2711 0 Check-Out 2015-09-11
## 2712 2 Canceled 2015-09-03
## 2713 0 Canceled 2015-09-09
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## 2716 0 Canceled 2015-08-17
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## 2725 0 Check-Out 2015-09-12
## 2726 0 Canceled 2015-08-17
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## 2735 0 Check-Out 2015-09-12
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## 2744 0 Check-Out 2015-09-15
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## 2750 0 Check-Out 2015-09-18
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## 2752 0 Check-Out 2015-09-18
## 2753 1 No-Show 2015-09-10
## 2754 0 Canceled 2015-08-17
## 2755 0 Canceled 2015-08-17
## 2756 1 No-Show 2015-09-10
## 2757 2 Check-Out 2015-09-13
## 2758 2 Check-Out 2015-09-14
## 2759 1 Check-Out 2015-09-14
## 2760 0 Canceled 2015-09-07
## 2761 1 Canceled 2015-09-07
## 2762 0 Check-Out 2015-09-14
## 2763 1 Check-Out 2015-09-14
## 2764 2 Check-Out 2015-09-14
## 2765 2 Canceled 2015-09-07
## 2766 0 Check-Out 2015-09-14
## 2767 0 Canceled 2015-09-07
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## 2769 0 Check-Out 2015-09-13
## 2770 0 Check-Out 2015-09-13
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## 2772 0 Check-Out 2015-09-13
## 2773 0 Canceled 2015-07-22
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## 2781 0 Check-Out 2015-09-13
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## 2800 0 Check-Out 2015-09-13
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## 2802 1 Check-Out 2015-09-13
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## 2804 0 Check-Out 2015-09-13
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## 2808 0 Canceled 2015-08-25
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## 2810 0 Canceled 2015-09-10
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## 2817 1 Check-Out 2015-09-13
## 2818 0 Check-Out 2015-09-13
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## 2820 0 Check-Out 2015-09-13
## 2821 0 Check-Out 2015-09-13
## 2822 0 Canceled 2015-07-22
## 2823 0 Check-Out 2015-09-13
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## 2827 0 Canceled 2015-08-25
## 2828 0 Check-Out 2015-09-13
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## 2836 0 Check-Out 2015-09-13
## 2837 0 Check-Out 2015-09-13
## 2838 1 No-Show 2015-09-11
## 2839 0 Check-Out 2015-09-13
## 2840 0 Check-Out 2015-09-14
## 2841 0 Canceled 2015-08-31
## 2842 0 Canceled 2015-09-07
## 2843 1 Canceled 2015-09-07
## 2844 2 Check-Out 2015-09-15
## 2845 1 Check-Out 2015-09-15
## 2846 2 Check-Out 2015-09-17
## 2847 1 Canceled 2015-08-22
## 2848 2 Canceled 2015-08-22
## 2849 2 Check-Out 2015-09-13
## 2850 0 Canceled 2015-08-25
## 2851 0 Check-Out 2015-09-13
## 2852 0 Check-Out 2015-09-13
## 2853 0 Check-Out 2015-09-13
## 2854 0 Check-Out 2015-09-13
## 2855 0 Check-Out 2015-09-13
## 2856 0 Canceled 2015-07-22
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## 2864 0 Canceled 2015-07-22
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## 2878 0 Check-Out 2015-09-12
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## 2880 1 Check-Out 2015-09-12
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## 2882 1 Canceled 2015-08-27
## 2883 0 Check-Out 2015-09-12
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## 2895 0 Canceled 2015-07-22
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## 2900 0 Canceled 2015-08-25
## 2901 0 Check-Out 2015-09-13
## 2902 0 Check-Out 2015-09-13
## 2903 0 Check-Out 2015-09-13
## 2904 2 Check-Out 2015-09-13
## 2905 0 Check-Out 2015-09-13
## 2906 0 Canceled 2015-09-10
## 2907 0 Check-Out 2015-09-13
## 2908 0 Check-Out 2015-09-13
## 2909 0 Canceled 2015-09-09
## 2910 2 Canceled 2015-09-05
## 2911 1 No-Show 2015-09-11
## 2912 3 Check-Out 2015-09-13
## 2913 2 Check-Out 2015-09-13
## 2914 2 Check-Out 2015-09-13
## 2915 2 Check-Out 2015-09-13
## 2916 0 Check-Out 2015-09-13
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## 2918 2 Check-Out 2015-09-14
## 2919 2 Check-Out 2015-09-14
## 2920 0 Canceled 2015-08-28
## 2921 0 Canceled 2015-08-28
## 2922 0 Canceled 2015-08-28
## 2923 0 Canceled 2015-08-28
## 2924 0 Canceled 2015-08-28
## 2925 1 Canceled 2015-08-17
## 2926 0 Canceled 2015-08-28
## 2927 0 Canceled 2015-08-28
## 2928 0 Canceled 2015-08-28
## 2929 3 Check-Out 2015-09-15
## 2930 1 Check-Out 2015-09-15
## 2931 0 Canceled 2015-08-28
## 2932 2 Check-Out 2015-09-15
## 2933 2 Check-Out 2015-09-15
## 2934 0 Canceled 2015-08-28
## 2935 0 Check-Out 2015-09-16
## 2936 0 Check-Out 2015-09-16
## 2937 0 Canceled 2015-09-09
## 2938 0 Canceled 2015-09-09
## 2939 0 Check-Out 2015-09-16
## 2940 0 Check-Out 2015-09-16
## 2941 1 Check-Out 2015-09-16
## [ reached 'max' / getOption("max.print") -- omitted 76389 rows ]Now’s lets see the data as a Tibble
as_tibble(resort_data)## # A tibble: 40,060 × 34
## X hotel x1 is_canceled lead_time arrival_date_year arrival_date_month
## <int> <chr> <int> <int> <int> <int> <chr>
## 1 1 Resor… 1 0 342 2015 July
## 2 2 Resor… 2 0 737 2015 July
## 3 3 Resor… 3 0 7 2015 July
## 4 4 Resor… 4 0 13 2015 July
## 5 5 Resor… 5 0 14 2015 July
## 6 6 Resor… 6 0 14 2015 July
## 7 7 Resor… 7 0 0 2015 July
## 8 8 Resor… 8 0 9 2015 July
## 9 9 Resor… 9 1 85 2015 July
## 10 10 Resor… 10 1 75 2015 July
## # ℹ 40,050 more rows
## # ℹ 27 more variables: arrival_date_week_number <int>,
## # arrival_date_day_of_month <int>, stays_in_weekend_nights <int>,
## # stays_in_week_nights <int>, adults <int>, children <int>, babies <int>,
## # meal <chr>, country <chr>, market_segment <chr>,
## # distribution_channel <chr>, is_repeated_guest <int>,
## # previous_cancellations <int>, previous_bookings_not_canceled <int>, …as_tibble(city_data)## # A tibble: 79,330 × 34
## X hotel x1 is_canceled lead_time arrival_date_year arrival_date_month
## <int> <chr> <int> <int> <int> <int> <chr>
## 1 1 City … 1 0 6 2015 July
## 2 2 City … 2 1 88 2015 July
## 3 3 City … 3 1 65 2015 July
## 4 4 City … 4 1 92 2015 July
## 5 5 City … 5 1 100 2015 July
## 6 6 City … 6 1 79 2015 July
## 7 7 City … 7 0 3 2015 July
## 8 8 City … 8 1 63 2015 July
## 9 9 City … 9 1 62 2015 July
## 10 10 City … 10 1 62 2015 July
## # ℹ 79,320 more rows
## # ℹ 27 more variables: arrival_date_week_number <int>,
## # arrival_date_day_of_month <int>, stays_in_weekend_nights <int>,
## # stays_in_week_nights <int>, adults <int>, children <int>, babies <int>,
## # meal <chr>, country <chr>, market_segment <chr>,
## # distribution_channel <chr>, is_repeated_guest <int>,
## # previous_cancellations <int>, previous_bookings_not_canceled <int>, …Finally, let’s combine both the Resort and Hotel Data
rbind <- rbind(resort_data, city_data)
head(rbind)## X hotel x1 is_canceled lead_time arrival_date_year arrival_date_month
## 1 1 Resort Hotel 1 0 342 2015 July
## 2 2 Resort Hotel 2 0 737 2015 July
## 3 3 Resort Hotel 3 0 7 2015 July
## 4 4 Resort Hotel 4 0 13 2015 July
## 5 5 Resort Hotel 5 0 14 2015 July
## 6 6 Resort Hotel 6 0 14 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
## 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
## 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
## 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
## booking_changes deposit_type agent company days_in_waiting_list customer_type
## 1 3 No Deposit NULL NULL 0 Transient
## 2 4 No Deposit NULL NULL 0 Transient
## 3 0 No Deposit NULL NULL 0 Transient
## 4 0 No Deposit 304 NULL 0 Transient
## 5 0 No Deposit 240 NULL 0 Transient
## 6 0 No Deposit 240 NULL 0 Transient
## adr required_car_parking_spaces total_of_special_requests reservation_status
## 1 0 0 0 Check-Out
## 2 0 0 0 Check-Out
## 3 75 0 0 Check-Out
## 4 75 0 0 Check-Out
## 5 98 0 1 Check-Out
## 6 98 0 1 Check-Out
## reservation_status_date
## 1 2015-07-01
## 2 2015-07-01
## 3 2015-07-02
## 4 2015-07-02
## 5 2015-07-03
## 6 2015-07-034. Exploratory Data Analysis
Variable One: Meal Types
Firstly, lets look at the types of meals that a guest can purchase, and the frequency of which they occur.
1. Undefined/SC - no meal package
2. BB - Bed & Breakfast
3. HB - Half Board (breakfast, and one other meal)
4. FB - Full Board (breakfast, lunch, and dinner)
To visualize the difference of these four different meal types, and its frequency depending on the type of hotel, let’s us a barplot.
meal_type <- xtabs( ~meal+hotel , data = rbind)
barplot(meal_type,
main = "Meal Type by Hotel",
xlab = "Hotel Type", ylab = "Frequency",
col = c("aquamarine", "blue", "purple", "green", "red"),
legend.text = rownames(meal_type),
beside = TRUE )
Variable Two: Repeat Data
Looking at this data, we see that it is under the class ‘double’ meaning that a ‘1’ stands for a repeated guest and ‘0’ stands for a non-repeated guest. Because of this, the mean of this column wouldn’t give us much information, so let’s find the sum of both ‘0’ and ‘1’ that occur in the column.
# Resort Repeat Guests
sum(resort_data$is_repeated_guest == 0)## [1] 38282sum(resort_data$is_repeated_guest == 1)## [1] 1778# City Repeat Guests
sum(city_data$is_repeated_guest == 0)## [1] 77298sum(city_data$is_repeated_guest == 1)## [1] 2032(2032/79330)## [1] 0.02561452From our first two lines of code, we see that there are NO repeat guests from the Resort Hotel, which is definitely a remarkable statistic to take note of. The consumer must wonder why there has been no retention in the resort’s guests. Shifting gears to the City Hotel, we see that 2.5615% of the City Hotel guest are repeat guests which comes to 2,032 guests.
Variable Three: Cancellations Data
Like the ‘repeat data’, the ‘cancellation data’ also only has zeroes, and ones which stands for not canceled, and canceled, respectively.
# Resort Cancellations
sum(resort_data$is_canceled == 0)## [1] 28938sum(resort_data$is_canceled == 1)## [1] 11122(11122/40060)## [1] 0.2776335# City Cancellations
sum(city_data$is_canceled == 0)## [1] 46228sum(city_data$is_canceled == 1)## [1] 33102(33102/79330)## [1] 0.4172696For the resort, 27.76 % of bookings are canceled, while 41.72% of city hotel booking are canceled. For a customer looking to book at hotel, a 41.72% cancellation rate is extremely high, and would cause one to wonder what the reasoning behind this large statistic.
Variable Four: Country of Origin
Diversity, equity, and inclusion is vital for travelers to understand when traveling, so understanding the profile of guests that will be at the hotels is an important metric to have.
# Resort: Country of Origin
country_resort <- xtabs(~country, data = resort_data)
country_resort <- data.frame(country_resort)
colnames(country_resort) <- c("Country Code", "Frequency")
attach(country_resort)
country_resort <- country_resort[order(-Frequency),]
view(country_resort)
# City: Country of Origin
country_city <- xtabs(~country, data = city_data)
country_city <- data.frame(country_city)
colnames(country_city) <- c("Country Code", "Frequency")
attach(country_city)## The following objects are masked from country_resort:
##
## Country Code, Frequencycountry_city <- country_city[order(-Frequency),]
view(country_city)Here, in the Resort Data we see that Portugul(17630), United Kingdom(6814), Spain(3957), and Ireland(2166) Next, in the city data we see that Portugal (30960), France (8804), Germany (6084), United Kingdom (5315)
#Resort Data
(17630/40060)# 44.008% of Resort guest are from Portugal ## [1] 0.4400899(6814/40060) # 17.009% of Resort guests are from the UK ## [1] 0.1700949(3957/40060) # 9.877% of Resort guests are from Spain## [1] 0.09877683(2166/40060) # 5.406% of Resort guests are from Ireland ## [1] 0.0540689#City Data
(30960/79330) # 39.026% of City guests are from Portugal## [1] 0.3902685(8804/79330) # 11.097% of City guests are from France ## [1] 0.1109795(6084/79330) # 7.669% of City guests are from Germany ## [1] 0.0766923(5315/79330) # 6.6998% of City guests are from the UK ## [1] 0.06699861# Resort Data
(44.008 + 17.009 + 9.877 + 5.406)## [1] 76.3# 76.3% of guest are accounted for in the top four countries
#City Data
(39.026 + 11.097 + 7.669 + 6.6998)## [1] 64.4918# 64.49% of guest are accounted for in the top four countries Variable Five: Children in the Resort
The environment, and culture of a hotel is something to consider when planning a trip. This culture can be heavily affected by the age of who is staying at these places. Therefore, we have created a section of code that shows which hotel has a higher frequency of children in attendance. This is illustrated in the barchart below. We have made the new variable “city_kids” which combines both children and babies into one variable.
city_children <- na.omit(city_data$children)
city_kids <- sum(city_children, city_data$babies != 0)
city_kids## [1] 7617resort_kids <- sum(resort_data$children, resort_data$babies != 0)
resort_kids## [1] 5703kids <- c(city_kids/nrow(city_data), resort_kids/nrow(resort_data))
barplot(kids, beside=TRUE, legend=TRUE, names.arg=c("City Hotel", "Resort Hotel"), ylab = "Number of Kids (Children and Babies)", main = "Kids in Resort Hotel vs. City Hotel", col = c("pink", "blue"))
#City Children
(7617/79330)# 9.601% of City Hotel guests are children ## [1] 0.09601664#Resort Children
(5703/40060) #14.236% of Resort Hotel guests are children ## [1] 0.1423615Then we can separate by hotel in the barchart and see that city hotels have 7617 children, and resort hotels have 5703 children. So while city hotels have a higher number of children, the percentage of children over the total number of guest at the hotel is 9.601% of guests, while the resort data is 14.236% of guest.
Variable Six: Lead Time
city_lead_time <- city_data$lead_time
resort_lead_time <- resort_data$lead_time
city_resort_lead_times <- c(city_lead_time, resort_lead_time)
sum_city <- sum(city_lead_time < 14)
sum_resort <- sum(resort_lead_time < 14)
lead_times <- c(sum_city, sum_resort)
pie(lead_times, labels = c("City Hotel", "Resort Hotel"), main = "Number of Lead Times Less Than 2 Weeks", col = c("purple", "light blue"))
5. Summary
Throughout this project we were trying to analyze which hotel would be the best fit for the newlyweds. We have taken a deeper dive into six specific variables, and we can now informatively make a decision for this couple.
For beginners, we have the ‘Meal Types’. We found that …
Moving to repeat guests, through our work with the function sum, Resort Hotels had no repeat guest, while 2.5615% of City Hotels’ guest were repeat guests. From here, the City Hotel seems to be the more desirable option.
The third variable was cancellations. Here we found that 27.76% of booking are while 41.72% of city hotel bookings are canceled. Due to this high- cancellation rate, this is definitely a startling statistic; however, because the couple is traveling with such short notice, this high cancellation rate could be in their benefit because there may be a higher chance of being able to book a room.
The fourth variable was the country of origin. The couple wanted to immerse themselves of the culture of the area, but also experience many new cultures. When we add the percentage of the top four countries of origin for both Resort and City Hotels, we find that Resort Hotels has 76.3% of guest accounted for, while City Hotels has 64.49% of guests accounted for. If the couple were to go with the City Hotel, they would be able experience more culture
The fifth variable is the children in the resort. As a newly wed couple they are looking for a quiet peaceful area to enjoy their honeymoon. Through the bargraph we see that roughly 10% of City Hotels guest are children, while 14% of Resort Hotel guests are children. Hence, we can deter that a City Hotel would provide an environment more conducive to a honeymoon. An interesting point about this variable, is that when it was initially coded, as merely comparing the amount of children the City Hotel was pretty notably higher than the resort data; however, this data was inherently misleading because after we divide the number of children by the total population we see that the Resort Data has a pretty significantly higher percentage of children compared to the Hotel Data.
The sixth variable is lead time. Lead time in the context of hotel data is the number of days that elapsed between the entering date of the booking into the property management system and the arrival date. This is a highly relevant data point for our couple because they only have two weeks to plan their trip. Creating a pie chart to see the number of bookings made in less than 14 days. Through this we see that the City Hotel has more booking within the last two week before the guests arrive. For our couple, the City Hotel would be a better bet.