Simulate long datasets with revisions
Usage
simulate_long(
n_period = 50,
n_revision = 10,
start_period = as.Date("2012-01-01"),
periodicity = 12L
)
Value
A dataset in the long format. See create_vintages
for
more information about the different data formats.
Examples
simulate_long(n_period = 100L, n_revision = 10L)
#> rev_date time_period obs_values
#> 1 2012-09-15 2012-01-01 7.05530228
#> 2 2012-09-15 2012-02-01 9.04483545
#> 3 2012-09-15 2012-03-01 17.85005604
#> 4 2012-09-15 2012-04-01 15.53401186
#> 5 2012-09-15 2012-05-01 17.04631554
#> 6 2012-09-15 2012-06-01 14.16024540
#> 7 2012-09-15 2012-07-01 11.67410485
#> 8 2012-09-15 2012-08-01 15.45685874
#> 9 2012-09-15 2012-09-01 15.99916124
#> 10 2012-09-15 2012-10-01 NA
#> 11 2012-09-15 2012-11-01 NA
#> 12 2012-09-15 2012-12-01 NA
#> 13 2012-09-15 2013-01-01 NA
#> 14 2012-09-15 2013-02-01 NA
#> 15 2012-09-15 2013-03-01 NA
#> 16 2012-09-15 2013-04-01 NA
#> 17 2012-09-15 2013-05-01 NA
#> 18 2012-09-15 2013-06-01 NA
#> 19 2012-09-15 2013-07-01 NA
#> 20 2012-09-15 2013-08-01 NA
#> 21 2012-09-15 2013-09-01 NA
#> 22 2012-09-15 2013-10-01 NA
#> 23 2012-09-15 2013-11-01 NA
#> 24 2012-09-15 2013-12-01 NA
#> 25 2012-09-15 2014-01-01 NA
#> 26 2012-09-15 2014-02-01 NA
#> 27 2012-09-15 2014-03-01 NA
#> 28 2012-09-15 2014-04-01 NA
#> 29 2012-09-15 2014-05-01 NA
#> 30 2012-09-15 2014-06-01 NA
#> 31 2012-09-15 2014-07-01 NA
#> 32 2012-09-15 2014-08-01 NA
#> 33 2012-09-15 2014-09-01 NA
#> 34 2012-09-15 2014-10-01 NA
#> 35 2012-09-15 2014-11-01 NA
#> 36 2012-09-15 2014-12-01 NA
#> 37 2012-09-15 2015-01-01 NA
#> 38 2012-09-15 2015-02-01 NA
#> 39 2012-09-15 2015-03-01 NA
#> 40 2012-09-15 2015-04-01 NA
#> 41 2012-09-15 2015-05-01 NA
#> 42 2012-09-15 2015-06-01 NA
#> 43 2012-09-15 2015-07-01 NA
#> 44 2012-09-15 2015-08-01 NA
#> 45 2012-09-15 2015-09-01 NA
#> 46 2012-09-15 2015-10-01 NA
#> 47 2012-09-15 2015-11-01 NA
#> 48 2012-09-15 2015-12-01 NA
#> 49 2012-09-15 2016-01-01 NA
#> 50 2012-09-15 2016-02-01 NA
#> 51 2012-09-15 2016-03-01 NA
#> 52 2012-09-15 2016-04-01 NA
#> 53 2012-09-15 2016-05-01 NA
#> 54 2012-09-15 2016-06-01 NA
#> 55 2012-09-15 2016-07-01 NA
#> 56 2012-09-15 2016-08-01 NA
#> 57 2012-09-15 2016-09-01 NA
#> 58 2012-09-15 2016-10-01 NA
#> 59 2012-09-15 2016-11-01 NA
#> 60 2012-09-15 2016-12-01 NA
#> 61 2012-09-15 2017-01-01 NA
#> 62 2012-09-15 2017-02-01 NA
#> 63 2012-09-15 2017-03-01 NA
#> 64 2012-09-15 2017-04-01 NA
#> 65 2012-09-15 2017-05-01 NA
#> 66 2012-09-15 2017-06-01 NA
#> 67 2012-09-15 2017-07-01 NA
#> 68 2012-09-15 2017-08-01 NA
#> 69 2012-09-15 2017-09-01 NA
#> 70 2012-09-15 2017-10-01 NA
#> 71 2012-09-15 2017-11-01 NA
#> 72 2012-09-15 2017-12-01 NA
#> 73 2012-09-15 2018-01-01 NA
#> 74 2012-09-15 2018-02-01 NA
#> 75 2012-09-15 2018-03-01 NA
#> 76 2012-09-15 2018-04-01 NA
#> 77 2012-09-15 2018-05-01 NA
#> 78 2012-09-15 2018-06-01 NA
#> 79 2012-09-15 2018-07-01 NA
#> 80 2012-09-15 2018-08-01 NA
#> 81 2012-09-15 2018-09-01 NA
#> 82 2012-09-15 2018-10-01 NA
#> 83 2012-09-15 2018-11-01 NA
#> 84 2012-09-15 2018-12-01 NA
#> 85 2012-09-15 2019-01-01 NA
#> 86 2012-09-15 2019-02-01 NA
#> 87 2012-09-15 2019-03-01 NA
#> 88 2012-09-15 2019-04-01 NA
#> 89 2012-09-15 2019-05-01 NA
#> 90 2012-09-15 2019-06-01 NA
#> 91 2012-09-15 2019-07-01 NA
#> 92 2012-09-15 2019-08-01 NA
#> 93 2012-09-15 2019-09-01 NA
#> 94 2012-09-15 2019-10-01 NA
#> 95 2012-09-15 2019-11-01 NA
#> 96 2012-09-15 2019-12-01 NA
#> 97 2012-09-15 2020-01-01 NA
#> 98 2012-09-15 2020-02-01 NA
#> 99 2012-09-15 2020-03-01 NA
#> 100 2012-09-15 2020-04-01 NA
#> 101 2012-09-18 2012-01-01 7.91192246
#> 102 2012-09-18 2012-02-01 11.00523010
#> 103 2012-09-18 2012-03-01 13.91192551
#> 104 2012-09-18 2012-04-01 17.98938741
#> 105 2012-09-18 2012-05-01 14.21549665
#> 106 2012-09-18 2012-06-01 12.72287897
#> 107 2012-09-18 2012-07-01 11.40299885
#> 108 2012-09-18 2012-08-01 15.37490995
#> 109 2012-09-18 2012-09-01 17.73937972
#> 110 2012-09-18 2012-10-01 NA
#> 111 2012-09-18 2012-11-01 NA
#> 112 2012-09-18 2012-12-01 NA
#> 113 2012-09-18 2013-01-01 NA
#> 114 2012-09-18 2013-02-01 NA
#> 115 2012-09-18 2013-03-01 NA
#> 116 2012-09-18 2013-04-01 NA
#> 117 2012-09-18 2013-05-01 NA
#> 118 2012-09-18 2013-06-01 NA
#> 119 2012-09-18 2013-07-01 NA
#> 120 2012-09-18 2013-08-01 NA
#> 121 2012-09-18 2013-09-01 NA
#> 122 2012-09-18 2013-10-01 NA
#> 123 2012-09-18 2013-11-01 NA
#> 124 2012-09-18 2013-12-01 NA
#> 125 2012-09-18 2014-01-01 NA
#> 126 2012-09-18 2014-02-01 NA
#> 127 2012-09-18 2014-03-01 NA
#> 128 2012-09-18 2014-04-01 NA
#> 129 2012-09-18 2014-05-01 NA
#> 130 2012-09-18 2014-06-01 NA
#> 131 2012-09-18 2014-07-01 NA
#> 132 2012-09-18 2014-08-01 NA
#> 133 2012-09-18 2014-09-01 NA
#> 134 2012-09-18 2014-10-01 NA
#> 135 2012-09-18 2014-11-01 NA
#> 136 2012-09-18 2014-12-01 NA
#> 137 2012-09-18 2015-01-01 NA
#> 138 2012-09-18 2015-02-01 NA
#> 139 2012-09-18 2015-03-01 NA
#> 140 2012-09-18 2015-04-01 NA
#> 141 2012-09-18 2015-05-01 NA
#> 142 2012-09-18 2015-06-01 NA
#> 143 2012-09-18 2015-07-01 NA
#> 144 2012-09-18 2015-08-01 NA
#> 145 2012-09-18 2015-09-01 NA
#> 146 2012-09-18 2015-10-01 NA
#> 147 2012-09-18 2015-11-01 NA
#> 148 2012-09-18 2015-12-01 NA
#> 149 2012-09-18 2016-01-01 NA
#> 150 2012-09-18 2016-02-01 NA
#> 151 2012-09-18 2016-03-01 NA
#> 152 2012-09-18 2016-04-01 NA
#> 153 2012-09-18 2016-05-01 NA
#> 154 2012-09-18 2016-06-01 NA
#> 155 2012-09-18 2016-07-01 NA
#> 156 2012-09-18 2016-08-01 NA
#> 157 2012-09-18 2016-09-01 NA
#> 158 2012-09-18 2016-10-01 NA
#> 159 2012-09-18 2016-11-01 NA
#> 160 2012-09-18 2016-12-01 NA
#> 161 2012-09-18 2017-01-01 NA
#> 162 2012-09-18 2017-02-01 NA
#> 163 2012-09-18 2017-03-01 NA
#> 164 2012-09-18 2017-04-01 NA
#> 165 2012-09-18 2017-05-01 NA
#> 166 2012-09-18 2017-06-01 NA
#> 167 2012-09-18 2017-07-01 NA
#> 168 2012-09-18 2017-08-01 NA
#> 169 2012-09-18 2017-09-01 NA
#> 170 2012-09-18 2017-10-01 NA
#> 171 2012-09-18 2017-11-01 NA
#> 172 2012-09-18 2017-12-01 NA
#> 173 2012-09-18 2018-01-01 NA
#> 174 2012-09-18 2018-02-01 NA
#> 175 2012-09-18 2018-03-01 NA
#> 176 2012-09-18 2018-04-01 NA
#> 177 2012-09-18 2018-05-01 NA
#> 178 2012-09-18 2018-06-01 NA
#> 179 2012-09-18 2018-07-01 NA
#> 180 2012-09-18 2018-08-01 NA
#> 181 2012-09-18 2018-09-01 NA
#> 182 2012-09-18 2018-10-01 NA
#> 183 2012-09-18 2018-11-01 NA
#> 184 2012-09-18 2018-12-01 NA
#> 185 2012-09-18 2019-01-01 NA
#> 186 2012-09-18 2019-02-01 NA
#> 187 2012-09-18 2019-03-01 NA
#> 188 2012-09-18 2019-04-01 NA
#> 189 2012-09-18 2019-05-01 NA
#> 190 2012-09-18 2019-06-01 NA
#> 191 2012-09-18 2019-07-01 NA
#> 192 2012-09-18 2019-08-01 NA
#> 193 2012-09-18 2019-09-01 NA
#> 194 2012-09-18 2019-10-01 NA
#> 195 2012-09-18 2019-11-01 NA
#> 196 2012-09-18 2019-12-01 NA
#> 197 2012-09-18 2020-01-01 NA
#> 198 2012-09-18 2020-02-01 NA
#> 199 2012-09-18 2020-03-01 NA
#> 200 2012-09-18 2020-04-01 NA
#> 201 2014-04-18 2012-01-01 8.05062465
#> 202 2014-04-18 2012-02-01 11.37828148
#> 203 2014-04-18 2012-03-01 15.26180254
#> 204 2014-04-18 2012-04-01 17.49997575
#> 205 2014-04-18 2012-05-01 15.00710391
#> 206 2014-04-18 2012-06-01 12.09788858
#> 207 2014-04-18 2012-07-01 9.80302498
#> 208 2014-04-18 2012-08-01 14.65219880
#> 209 2014-04-18 2012-09-01 17.92437013
#> 210 2014-04-18 2012-10-01 20.49718250
#> 211 2014-04-18 2012-11-01 18.48322098
#> 212 2014-04-18 2012-12-01 16.37691920
#> 213 2014-04-18 2013-01-01 9.49141648
#> 214 2014-04-18 2013-02-01 18.89594042
#> 215 2014-04-18 2013-03-01 17.99125018
#> 216 2014-04-18 2013-04-01 22.91893078
#> 217 2014-04-18 2013-05-01 20.88569398
#> 218 2014-04-18 2013-06-01 19.88059532
#> 219 2014-04-18 2013-07-01 18.48109374
#> 220 2014-04-18 2013-08-01 21.89256660
#> 221 2014-04-18 2013-09-01 22.66833563
#> 222 2014-04-18 2013-10-01 22.62383335
#> 223 2014-04-18 2013-11-01 22.95039044
#> 224 2014-04-18 2013-12-01 18.05063090
#> 225 2014-04-18 2014-01-01 19.07696139
#> 226 2014-04-18 2014-02-01 17.32414927
#> 227 2014-04-18 2014-03-01 13.14691587
#> 228 2014-04-18 2014-04-01 15.80489913
#> 229 2014-04-18 2014-05-01 NA
#> 230 2014-04-18 2014-06-01 NA
#> 231 2014-04-18 2014-07-01 NA
#> 232 2014-04-18 2014-08-01 NA
#> 233 2014-04-18 2014-09-01 NA
#> 234 2014-04-18 2014-10-01 NA
#> 235 2014-04-18 2014-11-01 NA
#> 236 2014-04-18 2014-12-01 NA
#> 237 2014-04-18 2015-01-01 NA
#> 238 2014-04-18 2015-02-01 NA
#> 239 2014-04-18 2015-03-01 NA
#> 240 2014-04-18 2015-04-01 NA
#> 241 2014-04-18 2015-05-01 NA
#> 242 2014-04-18 2015-06-01 NA
#> 243 2014-04-18 2015-07-01 NA
#> 244 2014-04-18 2015-08-01 NA
#> 245 2014-04-18 2015-09-01 NA
#> 246 2014-04-18 2015-10-01 NA
#> 247 2014-04-18 2015-11-01 NA
#> 248 2014-04-18 2015-12-01 NA
#> 249 2014-04-18 2016-01-01 NA
#> 250 2014-04-18 2016-02-01 NA
#> 251 2014-04-18 2016-03-01 NA
#> 252 2014-04-18 2016-04-01 NA
#> 253 2014-04-18 2016-05-01 NA
#> 254 2014-04-18 2016-06-01 NA
#> 255 2014-04-18 2016-07-01 NA
#> 256 2014-04-18 2016-08-01 NA
#> 257 2014-04-18 2016-09-01 NA
#> 258 2014-04-18 2016-10-01 NA
#> 259 2014-04-18 2016-11-01 NA
#> 260 2014-04-18 2016-12-01 NA
#> 261 2014-04-18 2017-01-01 NA
#> 262 2014-04-18 2017-02-01 NA
#> 263 2014-04-18 2017-03-01 NA
#> 264 2014-04-18 2017-04-01 NA
#> 265 2014-04-18 2017-05-01 NA
#> 266 2014-04-18 2017-06-01 NA
#> 267 2014-04-18 2017-07-01 NA
#> 268 2014-04-18 2017-08-01 NA
#> 269 2014-04-18 2017-09-01 NA
#> 270 2014-04-18 2017-10-01 NA
#> 271 2014-04-18 2017-11-01 NA
#> 272 2014-04-18 2017-12-01 NA
#> 273 2014-04-18 2018-01-01 NA
#> 274 2014-04-18 2018-02-01 NA
#> 275 2014-04-18 2018-03-01 NA
#> 276 2014-04-18 2018-04-01 NA
#> 277 2014-04-18 2018-05-01 NA
#> 278 2014-04-18 2018-06-01 NA
#> 279 2014-04-18 2018-07-01 NA
#> 280 2014-04-18 2018-08-01 NA
#> 281 2014-04-18 2018-09-01 NA
#> 282 2014-04-18 2018-10-01 NA
#> 283 2014-04-18 2018-11-01 NA
#> 284 2014-04-18 2018-12-01 NA
#> 285 2014-04-18 2019-01-01 NA
#> 286 2014-04-18 2019-02-01 NA
#> 287 2014-04-18 2019-03-01 NA
#> 288 2014-04-18 2019-04-01 NA
#> 289 2014-04-18 2019-05-01 NA
#> 290 2014-04-18 2019-06-01 NA
#> 291 2014-04-18 2019-07-01 NA
#> 292 2014-04-18 2019-08-01 NA
#> 293 2014-04-18 2019-09-01 NA
#> 294 2014-04-18 2019-10-01 NA
#> 295 2014-04-18 2019-11-01 NA
#> 296 2014-04-18 2019-12-01 NA
#> 297 2014-04-18 2020-01-01 NA
#> 298 2014-04-18 2020-02-01 NA
#> 299 2014-04-18 2020-03-01 NA
#> 300 2014-04-18 2020-04-01 NA
#> 301 2016-07-31 2012-01-01 8.25089291
#> 302 2016-07-31 2012-02-01 11.80360102
#> 303 2016-07-31 2012-03-01 15.02163701
#> 304 2016-07-31 2012-04-01 17.58751909
#> 305 2016-07-31 2012-05-01 15.52828197
#> 306 2016-07-31 2012-06-01 11.97806549
#> 307 2016-07-31 2012-07-01 10.50781308
#> 308 2016-07-31 2012-08-01 14.31376639
#> 309 2016-07-31 2012-09-01 17.62461591
#> 310 2016-07-31 2012-10-01 17.34590834
#> 311 2016-07-31 2012-11-01 15.11088610
#> 312 2016-07-31 2012-12-01 14.83838629
#> 313 2016-07-31 2013-01-01 9.78028015
#> 314 2016-07-31 2013-02-01 16.77852266
#> 315 2016-07-31 2013-03-01 21.07391122
#> 316 2016-07-31 2013-04-01 26.17628542
#> 317 2016-07-31 2013-05-01 22.00120962
#> 318 2016-07-31 2013-06-01 14.69515715
#> 319 2016-07-31 2013-07-01 16.64262624
#> 320 2016-07-31 2013-08-01 22.06176666
#> 321 2016-07-31 2013-09-01 22.92122966
#> 322 2016-07-31 2013-10-01 22.10102432
#> 323 2016-07-31 2013-11-01 18.76892367
#> 324 2016-07-31 2013-12-01 20.15170676
#> 325 2016-07-31 2014-01-01 20.66652830
#> 326 2016-07-31 2014-02-01 18.70471962
#> 327 2016-07-31 2014-03-01 13.97867488
#> 328 2016-07-31 2014-04-01 15.07499525
#> 329 2016-07-31 2014-05-01 4.73027254
#> 330 2016-07-31 2014-06-01 -0.30211635
#> 331 2016-07-31 2014-07-01 -8.77050976
#> 332 2016-07-31 2014-08-01 -3.06176937
#> 333 2016-07-31 2014-09-01 2.13432671
#> 334 2016-07-31 2014-10-01 2.53570298
#> 335 2016-07-31 2014-11-01 0.55819647
#> 336 2016-07-31 2014-12-01 -4.09622302
#> 337 2016-07-31 2015-01-01 -5.96099729
#> 338 2016-07-31 2015-02-01 -4.76958786
#> 339 2016-07-31 2015-03-01 -3.92712850
#> 340 2016-07-31 2015-04-01 -4.46846370
#> 341 2016-07-31 2015-05-01 -10.60170553
#> 342 2016-07-31 2015-06-01 -20.27378373
#> 343 2016-07-31 2015-07-01 -28.05794015
#> 344 2016-07-31 2015-08-01 -25.43000067
#> 345 2016-07-31 2015-09-01 -14.04964765
#> 346 2016-07-31 2015-10-01 -16.02455293
#> 347 2016-07-31 2015-11-01 -19.06408968
#> 348 2016-07-31 2015-12-01 -19.57804321
#> 349 2016-07-31 2016-01-01 -20.71090588
#> 350 2016-07-31 2016-02-01 -22.78011264
#> 351 2016-07-31 2016-03-01 -21.44995249
#> 352 2016-07-31 2016-04-01 -18.14655790
#> 353 2016-07-31 2016-05-01 -27.37212794
#> 354 2016-07-31 2016-06-01 -38.78392770
#> 355 2016-07-31 2016-07-01 -38.66749002
#> 356 2016-07-31 2016-08-01 NA
#> 357 2016-07-31 2016-09-01 NA
#> 358 2016-07-31 2016-10-01 NA
#> 359 2016-07-31 2016-11-01 NA
#> 360 2016-07-31 2016-12-01 NA
#> 361 2016-07-31 2017-01-01 NA
#> 362 2016-07-31 2017-02-01 NA
#> 363 2016-07-31 2017-03-01 NA
#> 364 2016-07-31 2017-04-01 NA
#> 365 2016-07-31 2017-05-01 NA
#> 366 2016-07-31 2017-06-01 NA
#> 367 2016-07-31 2017-07-01 NA
#> 368 2016-07-31 2017-08-01 NA
#> 369 2016-07-31 2017-09-01 NA
#> 370 2016-07-31 2017-10-01 NA
#> 371 2016-07-31 2017-11-01 NA
#> 372 2016-07-31 2017-12-01 NA
#> 373 2016-07-31 2018-01-01 NA
#> 374 2016-07-31 2018-02-01 NA
#> 375 2016-07-31 2018-03-01 NA
#> 376 2016-07-31 2018-04-01 NA
#> 377 2016-07-31 2018-05-01 NA
#> 378 2016-07-31 2018-06-01 NA
#> 379 2016-07-31 2018-07-01 NA
#> 380 2016-07-31 2018-08-01 NA
#> 381 2016-07-31 2018-09-01 NA
#> 382 2016-07-31 2018-10-01 NA
#> 383 2016-07-31 2018-11-01 NA
#> 384 2016-07-31 2018-12-01 NA
#> 385 2016-07-31 2019-01-01 NA
#> 386 2016-07-31 2019-02-01 NA
#> 387 2016-07-31 2019-03-01 NA
#> 388 2016-07-31 2019-04-01 NA
#> 389 2016-07-31 2019-05-01 NA
#> 390 2016-07-31 2019-06-01 NA
#> 391 2016-07-31 2019-07-01 NA
#> 392 2016-07-31 2019-08-01 NA
#> 393 2016-07-31 2019-09-01 NA
#> 394 2016-07-31 2019-10-01 NA
#> 395 2016-07-31 2019-11-01 NA
#> 396 2016-07-31 2019-12-01 NA
#> 397 2016-07-31 2020-01-01 NA
#> 398 2016-07-31 2020-02-01 NA
#> 399 2016-07-31 2020-03-01 NA
#> 400 2016-07-31 2020-04-01 NA
#> 401 2017-06-15 2012-01-01 7.93400370
#> 402 2017-06-15 2012-02-01 11.81805446
#> 403 2017-06-15 2012-03-01 15.33154289
#> 404 2017-06-15 2012-04-01 17.71885480
#> 405 2017-06-15 2012-05-01 15.13387019
#> 406 2017-06-15 2012-06-01 12.03257673
#> 407 2017-06-15 2012-07-01 10.29036737
#> 408 2017-06-15 2012-08-01 14.46634954
#> 409 2017-06-15 2012-09-01 17.41428196
#> 410 2017-06-15 2012-10-01 16.91850766
#> 411 2017-06-15 2012-11-01 15.38835718
#> 412 2017-06-15 2012-12-01 15.27597891
#> 413 2017-06-15 2013-01-01 11.31570156
#> 414 2017-06-15 2013-02-01 16.02611841
#> 415 2017-06-15 2013-03-01 19.93904393
#> 416 2017-06-15 2013-04-01 25.59574609
#> 417 2017-06-15 2013-05-01 22.42150472
#> 418 2017-06-15 2013-06-01 12.31616434
#> 419 2017-06-15 2013-07-01 16.35909227
#> 420 2017-06-15 2013-08-01 23.22091810
#> 421 2017-06-15 2013-09-01 22.27860900
#> 422 2017-06-15 2013-10-01 21.54133106
#> 423 2017-06-15 2013-11-01 18.22846295
#> 424 2017-06-15 2013-12-01 18.57424355
#> 425 2017-06-15 2014-01-01 18.98811319
#> 426 2017-06-15 2014-02-01 18.11711985
#> 427 2017-06-15 2014-03-01 15.14253337
#> 428 2017-06-15 2014-04-01 14.10965674
#> 429 2017-06-15 2014-05-01 4.63384591
#> 430 2017-06-15 2014-06-01 -1.38002795
#> 431 2017-06-15 2014-07-01 -6.11849588
#> 432 2017-06-15 2014-08-01 -2.96452481
#> 433 2017-06-15 2014-09-01 1.10788817
#> 434 2017-06-15 2014-10-01 0.99925759
#> 435 2017-06-15 2014-11-01 -3.11059806
#> 436 2017-06-15 2014-12-01 -4.67646295
#> 437 2017-06-15 2015-01-01 -5.10500933
#> 438 2017-06-15 2015-02-01 -3.82211931
#> 439 2017-06-15 2015-03-01 -4.36734643
#> 440 2017-06-15 2015-04-01 -2.80413293
#> 441 2017-06-15 2015-05-01 -10.99753816
#> 442 2017-06-15 2015-06-01 -21.03674675
#> 443 2017-06-15 2015-07-01 -29.79886565
#> 444 2017-06-15 2015-08-01 -25.50679342
#> 445 2017-06-15 2015-09-01 -15.94279615
#> 446 2017-06-15 2015-10-01 -14.79924182
#> 447 2017-06-15 2015-11-01 -20.45018071
#> 448 2017-06-15 2015-12-01 -20.75986994
#> 449 2017-06-15 2016-01-01 -22.03187561
#> 450 2017-06-15 2016-02-01 -21.36015485
#> 451 2017-06-15 2016-03-01 -23.43406828
#> 452 2017-06-15 2016-04-01 -20.96367176
#> 453 2017-06-15 2016-05-01 -26.83747427
#> 454 2017-06-15 2016-06-01 -35.93697693
#> 455 2017-06-15 2016-07-01 -42.26272887
#> 456 2017-06-15 2016-08-01 -33.29357287
#> 457 2017-06-15 2016-09-01 -23.37770408
#> 458 2017-06-15 2016-10-01 -23.82040548
#> 459 2017-06-15 2016-11-01 -32.98819738
#> 460 2017-06-15 2016-12-01 -34.72356694
#> 461 2017-06-15 2017-01-01 -34.40484109
#> 462 2017-06-15 2017-02-01 -31.52488484
#> 463 2017-06-15 2017-03-01 -32.83818290
#> 464 2017-06-15 2017-04-01 -34.40422740
#> 465 2017-06-15 2017-05-01 -40.01071819
#> 466 2017-06-15 2017-06-01 -48.29509346
#> 467 2017-06-15 2017-07-01 NA
#> 468 2017-06-15 2017-08-01 NA
#> 469 2017-06-15 2017-09-01 NA
#> 470 2017-06-15 2017-10-01 NA
#> 471 2017-06-15 2017-11-01 NA
#> 472 2017-06-15 2017-12-01 NA
#> 473 2017-06-15 2018-01-01 NA
#> 474 2017-06-15 2018-02-01 NA
#> 475 2017-06-15 2018-03-01 NA
#> 476 2017-06-15 2018-04-01 NA
#> 477 2017-06-15 2018-05-01 NA
#> 478 2017-06-15 2018-06-01 NA
#> 479 2017-06-15 2018-07-01 NA
#> 480 2017-06-15 2018-08-01 NA
#> 481 2017-06-15 2018-09-01 NA
#> 482 2017-06-15 2018-10-01 NA
#> 483 2017-06-15 2018-11-01 NA
#> 484 2017-06-15 2018-12-01 NA
#> 485 2017-06-15 2019-01-01 NA
#> 486 2017-06-15 2019-02-01 NA
#> 487 2017-06-15 2019-03-01 NA
#> 488 2017-06-15 2019-04-01 NA
#> 489 2017-06-15 2019-05-01 NA
#> 490 2017-06-15 2019-06-01 NA
#> 491 2017-06-15 2019-07-01 NA
#> 492 2017-06-15 2019-08-01 NA
#> 493 2017-06-15 2019-09-01 NA
#> 494 2017-06-15 2019-10-01 NA
#> 495 2017-06-15 2019-11-01 NA
#> 496 2017-06-15 2019-12-01 NA
#> 497 2017-06-15 2020-01-01 NA
#> 498 2017-06-15 2020-02-01 NA
#> 499 2017-06-15 2020-03-01 NA
#> 500 2017-06-15 2020-04-01 NA
#> 501 2017-06-27 2012-01-01 8.00098824
#> 502 2017-06-27 2012-02-01 11.70605602
#> 503 2017-06-27 2012-03-01 15.22304329
#> 504 2017-06-27 2012-04-01 17.68570494
#> 505 2017-06-27 2012-05-01 15.20299652
#> 506 2017-06-27 2012-06-01 12.05108657
#> 507 2017-06-27 2012-07-01 10.07479755
#> 508 2017-06-27 2012-08-01 14.27363245
#> 509 2017-06-27 2012-09-01 17.47977837
#> 510 2017-06-27 2012-10-01 17.05605936
#> 511 2017-06-27 2012-11-01 15.32266128
#> 512 2017-06-27 2012-12-01 14.83455955
#> 513 2017-06-27 2013-01-01 10.87837089
#> 514 2017-06-27 2013-02-01 16.31506812
#> 515 2017-06-27 2013-03-01 21.09750667
#> 516 2017-06-27 2013-04-01 24.74348112
#> 517 2017-06-27 2013-05-01 22.00217598
#> 518 2017-06-27 2013-06-01 14.06426142
#> 519 2017-06-27 2013-07-01 15.79038350
#> 520 2017-06-27 2013-08-01 22.67771973
#> 521 2017-06-27 2013-09-01 23.01517137
#> 522 2017-06-27 2013-10-01 22.48595572
#> 523 2017-06-27 2013-11-01 18.04973781
#> 524 2017-06-27 2013-12-01 19.50162506
#> 525 2017-06-27 2014-01-01 17.77835059
#> 526 2017-06-27 2014-02-01 18.89191767
#> 527 2017-06-27 2014-03-01 15.00794506
#> 528 2017-06-27 2014-04-01 13.68819214
#> 529 2017-06-27 2014-05-01 6.26195842
#> 530 2017-06-27 2014-06-01 -0.84989407
#> 531 2017-06-27 2014-07-01 -5.45881589
#> 532 2017-06-27 2014-08-01 -2.87588611
#> 533 2017-06-27 2014-09-01 -0.25489537
#> 534 2017-06-27 2014-10-01 0.87864800
#> 535 2017-06-27 2014-11-01 -2.23754221
#> 536 2017-06-27 2014-12-01 -5.17235522
#> 537 2017-06-27 2015-01-01 -4.95644546
#> 538 2017-06-27 2015-02-01 -5.00691175
#> 539 2017-06-27 2015-03-01 -3.26757976
#> 540 2017-06-27 2015-04-01 -2.24888255
#> 541 2017-06-27 2015-05-01 -10.82646638
#> 542 2017-06-27 2015-06-01 -20.53987761
#> 543 2017-06-27 2015-07-01 -30.00228775
#> 544 2017-06-27 2015-08-01 -24.13914418
#> 545 2017-06-27 2015-09-01 -15.94240925
#> 546 2017-06-27 2015-10-01 -15.02385352
#> 547 2017-06-27 2015-11-01 -18.94926045
#> 548 2017-06-27 2015-12-01 -20.75908513
#> 549 2017-06-27 2016-01-01 -21.98120252
#> 550 2017-06-27 2016-02-01 -20.28450032
#> 551 2017-06-27 2016-03-01 -23.19694146
#> 552 2017-06-27 2016-04-01 -20.22804038
#> 553 2017-06-27 2016-05-01 -27.31065778
#> 554 2017-06-27 2016-06-01 -36.24294548
#> 555 2017-06-27 2016-07-01 -41.42628105
#> 556 2017-06-27 2016-08-01 -31.87021854
#> 557 2017-06-27 2016-09-01 -21.74366131
#> 558 2017-06-27 2016-10-01 -24.70702977
#> 559 2017-06-27 2016-11-01 -31.26901994
#> 560 2017-06-27 2016-12-01 -35.57404665
#> 561 2017-06-27 2017-01-01 -32.80748450
#> 562 2017-06-27 2017-02-01 -33.98092501
#> 563 2017-06-27 2017-03-01 -35.35406691
#> 564 2017-06-27 2017-04-01 -36.24884000
#> 565 2017-06-27 2017-05-01 -40.51323190
#> 566 2017-06-27 2017-06-01 -48.46387657
#> 567 2017-06-27 2017-07-01 NA
#> 568 2017-06-27 2017-08-01 NA
#> 569 2017-06-27 2017-09-01 NA
#> 570 2017-06-27 2017-10-01 NA
#> 571 2017-06-27 2017-11-01 NA
#> 572 2017-06-27 2017-12-01 NA
#> 573 2017-06-27 2018-01-01 NA
#> 574 2017-06-27 2018-02-01 NA
#> 575 2017-06-27 2018-03-01 NA
#> 576 2017-06-27 2018-04-01 NA
#> 577 2017-06-27 2018-05-01 NA
#> 578 2017-06-27 2018-06-01 NA
#> 579 2017-06-27 2018-07-01 NA
#> 580 2017-06-27 2018-08-01 NA
#> 581 2017-06-27 2018-09-01 NA
#> 582 2017-06-27 2018-10-01 NA
#> 583 2017-06-27 2018-11-01 NA
#> 584 2017-06-27 2018-12-01 NA
#> 585 2017-06-27 2019-01-01 NA
#> 586 2017-06-27 2019-02-01 NA
#> 587 2017-06-27 2019-03-01 NA
#> 588 2017-06-27 2019-04-01 NA
#> 589 2017-06-27 2019-05-01 NA
#> 590 2017-06-27 2019-06-01 NA
#> 591 2017-06-27 2019-07-01 NA
#> 592 2017-06-27 2019-08-01 NA
#> 593 2017-06-27 2019-09-01 NA
#> 594 2017-06-27 2019-10-01 NA
#> 595 2017-06-27 2019-11-01 NA
#> 596 2017-06-27 2019-12-01 NA
#> 597 2017-06-27 2020-01-01 NA
#> 598 2017-06-27 2020-02-01 NA
#> 599 2017-06-27 2020-03-01 NA
#> 600 2017-06-27 2020-04-01 NA
#> 601 2018-02-20 2012-01-01 8.06000508
#> 602 2018-02-20 2012-02-01 11.68247539
#> 603 2018-02-20 2012-03-01 15.15407012
#> 604 2018-02-20 2012-04-01 17.75330561
#> 605 2018-02-20 2012-05-01 15.28871538
#> 606 2018-02-20 2012-06-01 12.03223580
#> 607 2018-02-20 2012-07-01 10.30634796
#> 608 2018-02-20 2012-08-01 14.27614383
#> 609 2018-02-20 2012-09-01 17.53084246
#> 610 2018-02-20 2012-10-01 17.23544876
#> 611 2018-02-20 2012-11-01 14.96292304
#> 612 2018-02-20 2012-12-01 15.03478863
#> 613 2018-02-20 2013-01-01 11.08088816
#> 614 2018-02-20 2013-02-01 16.00597861
#> 615 2018-02-20 2013-03-01 21.21449409
#> 616 2018-02-20 2013-04-01 25.18543030
#> 617 2018-02-20 2013-05-01 21.95003160
#> 618 2018-02-20 2013-06-01 14.10738921
#> 619 2018-02-20 2013-07-01 15.56339740
#> 620 2018-02-20 2013-08-01 22.67954160
#> 621 2018-02-20 2013-09-01 23.03362150
#> 622 2018-02-20 2013-10-01 22.05122425
#> 623 2018-02-20 2013-11-01 18.06449391
#> 624 2018-02-20 2013-12-01 19.35047781
#> 625 2018-02-20 2014-01-01 18.07824700
#> 626 2018-02-20 2014-02-01 18.47603444
#> 627 2018-02-20 2014-03-01 15.17760349
#> 628 2018-02-20 2014-04-01 13.86689551
#> 629 2018-02-20 2014-05-01 5.90027580
#> 630 2018-02-20 2014-06-01 -1.80341072
#> 631 2018-02-20 2014-07-01 -6.94194749
#> 632 2018-02-20 2014-08-01 -4.05888389
#> 633 2018-02-20 2014-09-01 -0.24557664
#> 634 2018-02-20 2014-10-01 1.06180113
#> 635 2018-02-20 2014-11-01 -2.68574188
#> 636 2018-02-20 2014-12-01 -5.46595076
#> 637 2018-02-20 2015-01-01 -4.75321319
#> 638 2018-02-20 2015-02-01 -4.56027676
#> 639 2018-02-20 2015-03-01 -3.12712019
#> 640 2018-02-20 2015-04-01 -2.75819911
#> 641 2018-02-20 2015-05-01 -11.35184491
#> 642 2018-02-20 2015-06-01 -20.96990901
#> 643 2018-02-20 2015-07-01 -30.05347285
#> 644 2018-02-20 2015-08-01 -24.87616205
#> 645 2018-02-20 2015-09-01 -16.15132930
#> 646 2018-02-20 2015-10-01 -14.98034928
#> 647 2018-02-20 2015-11-01 -18.18798570
#> 648 2018-02-20 2015-12-01 -20.03445984
#> 649 2018-02-20 2016-01-01 -21.42680100
#> 650 2018-02-20 2016-02-01 -21.42695137
#> 651 2018-02-20 2016-03-01 -23.63562371
#> 652 2018-02-20 2016-04-01 -20.18246874
#> 653 2018-02-20 2016-05-01 -26.71821758
#> 654 2018-02-20 2016-06-01 -36.13188427
#> 655 2018-02-20 2016-07-01 -40.97874656
#> 656 2018-02-20 2016-08-01 -31.18910878
#> 657 2018-02-20 2016-09-01 -23.75202203
#> 658 2018-02-20 2016-10-01 -24.14324101
#> 659 2018-02-20 2016-11-01 -32.48973849
#> 660 2018-02-20 2016-12-01 -35.20011345
#> 661 2018-02-20 2017-01-01 -33.08516253
#> 662 2018-02-20 2017-02-01 -33.44265742
#> 663 2018-02-20 2017-03-01 -35.84108762
#> 664 2018-02-20 2017-04-01 -35.64370655
#> 665 2018-02-20 2017-05-01 -40.38978782
#> 666 2018-02-20 2017-06-01 -46.79390343
#> 667 2018-02-20 2017-07-01 -49.03451511
#> 668 2018-02-20 2017-08-01 -34.60926207
#> 669 2018-02-20 2017-09-01 -25.82019670
#> 670 2018-02-20 2017-10-01 -28.35473917
#> 671 2018-02-20 2017-11-01 -33.02352499
#> 672 2018-02-20 2017-12-01 -38.97212399
#> 673 2018-02-20 2018-01-01 -37.22420512
#> 674 2018-02-20 2018-02-01 -31.69688725
#> 675 2018-02-20 2018-03-01 NA
#> 676 2018-02-20 2018-04-01 NA
#> 677 2018-02-20 2018-05-01 NA
#> 678 2018-02-20 2018-06-01 NA
#> 679 2018-02-20 2018-07-01 NA
#> 680 2018-02-20 2018-08-01 NA
#> 681 2018-02-20 2018-09-01 NA
#> 682 2018-02-20 2018-10-01 NA
#> 683 2018-02-20 2018-11-01 NA
#> 684 2018-02-20 2018-12-01 NA
#> 685 2018-02-20 2019-01-01 NA
#> 686 2018-02-20 2019-02-01 NA
#> 687 2018-02-20 2019-03-01 NA
#> 688 2018-02-20 2019-04-01 NA
#> 689 2018-02-20 2019-05-01 NA
#> 690 2018-02-20 2019-06-01 NA
#> 691 2018-02-20 2019-07-01 NA
#> 692 2018-02-20 2019-08-01 NA
#> 693 2018-02-20 2019-09-01 NA
#> 694 2018-02-20 2019-10-01 NA
#> 695 2018-02-20 2019-11-01 NA
#> 696 2018-02-20 2019-12-01 NA
#> 697 2018-02-20 2020-01-01 NA
#> 698 2018-02-20 2020-02-01 NA
#> 699 2018-02-20 2020-03-01 NA
#> 700 2018-02-20 2020-04-01 NA
#> 701 2018-02-26 2012-01-01 8.03323705
#> 702 2018-02-26 2012-02-01 11.68522428
#> 703 2018-02-26 2012-03-01 15.14828974
#> 704 2018-02-26 2012-04-01 17.74923229
#> 705 2018-02-26 2012-05-01 15.27226486
#> 706 2018-02-26 2012-06-01 12.01949693
#> 707 2018-02-26 2012-07-01 10.23601552
#> 708 2018-02-26 2012-08-01 14.29792638
#> 709 2018-02-26 2012-09-01 17.48791123
#> 710 2018-02-26 2012-10-01 17.16525548
#> 711 2018-02-26 2012-11-01 15.03252271
#> 712 2018-02-26 2012-12-01 14.86233770
#> 713 2018-02-26 2013-01-01 11.08725144
#> 714 2018-02-26 2013-02-01 16.35657130
#> 715 2018-02-26 2013-03-01 21.13541734
#> 716 2018-02-26 2013-04-01 25.02266846
#> 717 2018-02-26 2013-05-01 22.00706061
#> 718 2018-02-26 2013-06-01 14.06104397
#> 719 2018-02-26 2013-07-01 15.75553057
#> 720 2018-02-26 2013-08-01 22.73599801
#> 721 2018-02-26 2013-09-01 22.90878819
#> 722 2018-02-26 2013-10-01 21.98160044
#> 723 2018-02-26 2013-11-01 18.02012509
#> 724 2018-02-26 2013-12-01 19.48181138
#> 725 2018-02-26 2014-01-01 18.01575432
#> 726 2018-02-26 2014-02-01 18.57456901
#> 727 2018-02-26 2014-03-01 15.31039686
#> 728 2018-02-26 2014-04-01 13.82361928
#> 729 2018-02-26 2014-05-01 6.41708911
#> 730 2018-02-26 2014-06-01 -1.51303227
#> 731 2018-02-26 2014-07-01 -6.69622347
#> 732 2018-02-26 2014-08-01 -3.82849446
#> 733 2018-02-26 2014-09-01 -0.02662618
#> 734 2018-02-26 2014-10-01 0.81232253
#> 735 2018-02-26 2014-11-01 -2.63072772
#> 736 2018-02-26 2014-12-01 -5.16784377
#> 737 2018-02-26 2015-01-01 -4.81951708
#> 738 2018-02-26 2015-02-01 -4.81741895
#> 739 2018-02-26 2015-03-01 -3.04788737
#> 740 2018-02-26 2015-04-01 -2.81048841
#> 741 2018-02-26 2015-05-01 -10.84465026
#> 742 2018-02-26 2015-06-01 -20.94684176
#> 743 2018-02-26 2015-07-01 -29.68780272
#> 744 2018-02-26 2015-08-01 -24.52849393
#> 745 2018-02-26 2015-09-01 -15.99818542
#> 746 2018-02-26 2015-10-01 -15.04628917
#> 747 2018-02-26 2015-11-01 -18.48537222
#> 748 2018-02-26 2015-12-01 -20.20294074
#> 749 2018-02-26 2016-01-01 -21.39349408
#> 750 2018-02-26 2016-02-01 -21.44383524
#> 751 2018-02-26 2016-03-01 -23.53356075
#> 752 2018-02-26 2016-04-01 -20.65267482
#> 753 2018-02-26 2016-05-01 -27.08611960
#> 754 2018-02-26 2016-06-01 -36.01422009
#> 755 2018-02-26 2016-07-01 -41.09626212
#> 756 2018-02-26 2016-08-01 -30.95819623
#> 757 2018-02-26 2016-09-01 -22.60046610
#> 758 2018-02-26 2016-10-01 -24.69514592
#> 759 2018-02-26 2016-11-01 -32.57815956
#> 760 2018-02-26 2016-12-01 -35.49094154
#> 761 2018-02-26 2017-01-01 -33.72579508
#> 762 2018-02-26 2017-02-01 -33.31942472
#> 763 2018-02-26 2017-03-01 -35.46550426
#> 764 2018-02-26 2017-04-01 -35.88828022
#> 765 2018-02-26 2017-05-01 -41.00933714
#> 766 2018-02-26 2017-06-01 -47.89981798
#> 767 2018-02-26 2017-07-01 -49.74108305
#> 768 2018-02-26 2017-08-01 -36.37589199
#> 769 2018-02-26 2017-09-01 -26.85095785
#> 770 2018-02-26 2017-10-01 -26.84836891
#> 771 2018-02-26 2017-11-01 -36.83438479
#> 772 2018-02-26 2017-12-01 -37.83111704
#> 773 2018-02-26 2018-01-01 -40.04418848
#> 774 2018-02-26 2018-02-01 -35.26659124
#> 775 2018-02-26 2018-03-01 NA
#> 776 2018-02-26 2018-04-01 NA
#> 777 2018-02-26 2018-05-01 NA
#> 778 2018-02-26 2018-06-01 NA
#> 779 2018-02-26 2018-07-01 NA
#> 780 2018-02-26 2018-08-01 NA
#> 781 2018-02-26 2018-09-01 NA
#> 782 2018-02-26 2018-10-01 NA
#> 783 2018-02-26 2018-11-01 NA
#> 784 2018-02-26 2018-12-01 NA
#> 785 2018-02-26 2019-01-01 NA
#> 786 2018-02-26 2019-02-01 NA
#> 787 2018-02-26 2019-03-01 NA
#> 788 2018-02-26 2019-04-01 NA
#> 789 2018-02-26 2019-05-01 NA
#> 790 2018-02-26 2019-06-01 NA
#> 791 2018-02-26 2019-07-01 NA
#> 792 2018-02-26 2019-08-01 NA
#> 793 2018-02-26 2019-09-01 NA
#> 794 2018-02-26 2019-10-01 NA
#> 795 2018-02-26 2019-11-01 NA
#> 796 2018-02-26 2019-12-01 NA
#> 797 2018-02-26 2020-01-01 NA
#> 798 2018-02-26 2020-02-01 NA
#> 799 2018-02-26 2020-03-01 NA
#> 800 2018-02-26 2020-04-01 NA
#> 801 2018-04-02 2012-01-01 8.04004687
#> 802 2018-04-02 2012-02-01 11.70127095
#> 803 2018-04-02 2012-03-01 15.15494128
#> 804 2018-04-02 2012-04-01 17.73216103
#> 805 2018-04-02 2012-05-01 15.29794066
#> 806 2018-04-02 2012-06-01 12.02944682
#> 807 2018-04-02 2012-07-01 10.23787100
#> 808 2018-04-02 2012-08-01 14.31615748
#> 809 2018-04-02 2012-09-01 17.51795698
#> 810 2018-04-02 2012-10-01 17.30639941
#> 811 2018-04-02 2012-11-01 15.00106411
#> 812 2018-04-02 2012-12-01 14.80189153
#> 813 2018-04-02 2013-01-01 11.03136938
#> 814 2018-04-02 2013-02-01 16.45334813
#> 815 2018-04-02 2013-03-01 21.01708673
#> 816 2018-04-02 2013-04-01 25.15885749
#> 817 2018-04-02 2013-05-01 22.00278215
#> 818 2018-04-02 2013-06-01 14.08793199
#> 819 2018-04-02 2013-07-01 15.74256968
#> 820 2018-04-02 2013-08-01 22.76284207
#> 821 2018-04-02 2013-09-01 22.90443629
#> 822 2018-04-02 2013-10-01 22.02004792
#> 823 2018-04-02 2013-11-01 18.08174062
#> 824 2018-04-02 2013-12-01 19.38664702
#> 825 2018-04-02 2014-01-01 18.11216102
#> 826 2018-04-02 2014-02-01 18.65202996
#> 827 2018-04-02 2014-03-01 15.30656573
#> 828 2018-04-02 2014-04-01 13.80856678
#> 829 2018-04-02 2014-05-01 6.41726713
#> 830 2018-04-02 2014-06-01 -1.44671028
#> 831 2018-04-02 2014-07-01 -6.66789430
#> 832 2018-04-02 2014-08-01 -3.67976785
#> 833 2018-04-02 2014-09-01 -0.17370565
#> 834 2018-04-02 2014-10-01 0.88152452
#> 835 2018-04-02 2014-11-01 -2.46112267
#> 836 2018-04-02 2014-12-01 -5.12533679
#> 837 2018-04-02 2015-01-01 -4.73336610
#> 838 2018-04-02 2015-02-01 -4.67306350
#> 839 2018-04-02 2015-03-01 -3.36831825
#> 840 2018-04-02 2015-04-01 -2.82330283
#> 841 2018-04-02 2015-05-01 -11.09065745
#> 842 2018-04-02 2015-06-01 -20.98585860
#> 843 2018-04-02 2015-07-01 -29.59445722
#> 844 2018-04-02 2015-08-01 -24.41757401
#> 845 2018-04-02 2015-09-01 -15.89728376
#> 846 2018-04-02 2015-10-01 -14.97745490
#> 847 2018-04-02 2015-11-01 -18.29914570
#> 848 2018-04-02 2015-12-01 -20.27465654
#> 849 2018-04-02 2016-01-01 -21.51445925
#> 850 2018-04-02 2016-02-01 -21.40291377
#> 851 2018-04-02 2016-03-01 -23.57601853
#> 852 2018-04-02 2016-04-01 -20.71038463
#> 853 2018-04-02 2016-05-01 -27.22261069
#> 854 2018-04-02 2016-06-01 -35.93292087
#> 855 2018-04-02 2016-07-01 -41.04601925
#> 856 2018-04-02 2016-08-01 -30.74215173
#> 857 2018-04-02 2016-09-01 -23.30343894
#> 858 2018-04-02 2016-10-01 -24.21651198
#> 859 2018-04-02 2016-11-01 -32.50130666
#> 860 2018-04-02 2016-12-01 -35.34223948
#> 861 2018-04-02 2017-01-01 -33.17537350
#> 862 2018-04-02 2017-02-01 -33.20532542
#> 863 2018-04-02 2017-03-01 -35.58352468
#> 864 2018-04-02 2017-04-01 -35.36443551
#> 865 2018-04-02 2017-05-01 -40.92018302
#> 866 2018-04-02 2017-06-01 -47.67720429
#> 867 2018-04-02 2017-07-01 -49.90606511
#> 868 2018-04-02 2017-08-01 -37.50074106
#> 869 2018-04-02 2017-09-01 -27.76116534
#> 870 2018-04-02 2017-10-01 -26.77257305
#> 871 2018-04-02 2017-11-01 -35.17710843
#> 872 2018-04-02 2017-12-01 -38.58914005
#> 873 2018-04-02 2018-01-01 -37.83661712
#> 874 2018-04-02 2018-02-01 -36.02116360
#> 875 2018-04-02 2018-03-01 -31.86707844
#> 876 2018-04-02 2018-04-01 -28.52225388
#> 877 2018-04-02 2018-05-01 NA
#> 878 2018-04-02 2018-06-01 NA
#> 879 2018-04-02 2018-07-01 NA
#> 880 2018-04-02 2018-08-01 NA
#> 881 2018-04-02 2018-09-01 NA
#> 882 2018-04-02 2018-10-01 NA
#> 883 2018-04-02 2018-11-01 NA
#> 884 2018-04-02 2018-12-01 NA
#> 885 2018-04-02 2019-01-01 NA
#> 886 2018-04-02 2019-02-01 NA
#> 887 2018-04-02 2019-03-01 NA
#> 888 2018-04-02 2019-04-01 NA
#> 889 2018-04-02 2019-05-01 NA
#> 890 2018-04-02 2019-06-01 NA
#> 891 2018-04-02 2019-07-01 NA
#> 892 2018-04-02 2019-08-01 NA
#> 893 2018-04-02 2019-09-01 NA
#> 894 2018-04-02 2019-10-01 NA
#> 895 2018-04-02 2019-11-01 NA
#> 896 2018-04-02 2019-12-01 NA
#> 897 2018-04-02 2020-01-01 NA
#> 898 2018-04-02 2020-02-01 NA
#> 899 2018-04-02 2020-03-01 NA
#> 900 2018-04-02 2020-04-01 NA
#> 901 2020-05-27 2012-01-01 8.04606464
#> 902 2020-05-27 2012-02-01 11.70009113
#> 903 2020-05-27 2012-03-01 15.15926811
#> 904 2020-05-27 2012-04-01 17.74089981
#> 905 2020-05-27 2012-05-01 15.31030047
#> 906 2020-05-27 2012-06-01 12.02972101
#> 907 2020-05-27 2012-07-01 10.23543093
#> 908 2020-05-27 2012-08-01 14.28882955
#> 909 2020-05-27 2012-09-01 17.51906274
#> 910 2020-05-27 2012-10-01 17.30914841
#> 911 2020-05-27 2012-11-01 15.03210767
#> 912 2020-05-27 2012-12-01 14.81937762
#> 913 2020-05-27 2013-01-01 11.01791914
#> 914 2020-05-27 2013-02-01 16.41533226
#> 915 2020-05-27 2013-03-01 20.99822728
#> 916 2020-05-27 2013-04-01 25.15935600
#> 917 2020-05-27 2013-05-01 22.03694129
#> 918 2020-05-27 2013-06-01 14.07637771
#> 919 2020-05-27 2013-07-01 15.72751738
#> 920 2020-05-27 2013-08-01 22.73013117
#> 921 2020-05-27 2013-09-01 22.87231433
#> 922 2020-05-27 2013-10-01 22.02526708
#> 923 2020-05-27 2013-11-01 18.07732609
#> 924 2020-05-27 2013-12-01 19.41619173
#> 925 2020-05-27 2014-01-01 18.09563996
#> 926 2020-05-27 2014-02-01 18.62884928
#> 927 2020-05-27 2014-03-01 15.31497657
#> 928 2020-05-27 2014-04-01 13.82718554
#> 929 2020-05-27 2014-05-01 6.44393648
#> 930 2020-05-27 2014-06-01 -1.38138784
#> 931 2020-05-27 2014-07-01 -6.69731833
#> 932 2020-05-27 2014-08-01 -3.78646487
#> 933 2020-05-27 2014-09-01 -0.22593937
#> 934 2020-05-27 2014-10-01 0.88682170
#> 935 2020-05-27 2014-11-01 -2.47393385
#> 936 2020-05-27 2014-12-01 -5.09156281
#> 937 2020-05-27 2015-01-01 -4.82030160
#> 938 2020-05-27 2015-02-01 -4.64178583
#> 939 2020-05-27 2015-03-01 -3.33222244
#> 940 2020-05-27 2015-04-01 -2.85772802
#> 941 2020-05-27 2015-05-01 -11.02282842
#> 942 2020-05-27 2015-06-01 -20.95859197
#> 943 2020-05-27 2015-07-01 -29.51973352
#> 944 2020-05-27 2015-08-01 -24.46543719
#> 945 2020-05-27 2015-09-01 -15.87890014
#> 946 2020-05-27 2015-10-01 -15.02443748
#> 947 2020-05-27 2015-11-01 -18.34832782
#> 948 2020-05-27 2015-12-01 -20.17267804
#> 949 2020-05-27 2016-01-01 -21.49480952
#> 950 2020-05-27 2016-02-01 -21.39160994
#> 951 2020-05-27 2016-03-01 -23.52271895
#> 952 2020-05-27 2016-04-01 -20.75180972
#> 953 2020-05-27 2016-05-01 -27.16331513
#> 954 2020-05-27 2016-06-01 -36.02922410
#> 955 2020-05-27 2016-07-01 -41.00809117
#> 956 2020-05-27 2016-08-01 -30.81310740
#> 957 2020-05-27 2016-09-01 -22.97588563
#> 958 2020-05-27 2016-10-01 -24.36482283
#> 959 2020-05-27 2016-11-01 -32.42124664
#> 960 2020-05-27 2016-12-01 -35.30126985
#> 961 2020-05-27 2017-01-01 -33.14049471
#> 962 2020-05-27 2017-02-01 -33.39727962
#> 963 2020-05-27 2017-03-01 -35.62036613
#> 964 2020-05-27 2017-04-01 -35.50361485
#> 965 2020-05-27 2017-05-01 -40.77738808
#> 966 2020-05-27 2017-06-01 -47.86261991
#> 967 2020-05-27 2017-07-01 -50.29121336
#> 968 2020-05-27 2017-08-01 -37.23240741
#> 969 2020-05-27 2017-09-01 -27.93227176
#> 970 2020-05-27 2017-10-01 -26.70061729
#> 971 2020-05-27 2017-11-01 -35.66262035
#> 972 2020-05-27 2017-12-01 -39.09351442
#> 973 2020-05-27 2018-01-01 -38.63592490
#> 974 2020-05-27 2018-02-01 -34.88187379
#> 975 2020-05-27 2018-03-01 -34.57502463
#> 976 2020-05-27 2018-04-01 -27.35833976
#> 977 2020-05-27 2018-05-01 -31.64980752
#> 978 2020-05-27 2018-06-01 -29.31297577
#> 979 2020-05-27 2018-07-01 -33.58571769
#> 980 2020-05-27 2018-08-01 -19.83451205
#> 981 2020-05-27 2018-09-01 -13.15423581
#> 982 2020-05-27 2018-10-01 -7.14500396
#> 983 2020-05-27 2018-11-01 -14.27411440
#> 984 2020-05-27 2018-12-01 -19.31487755
#> 985 2020-05-27 2019-01-01 -17.46880225
#> 986 2020-05-27 2019-02-01 -18.71838779
#> 987 2020-05-27 2019-03-01 -16.40090692
#> 988 2020-05-27 2019-04-01 -18.69820539
#> 989 2020-05-27 2019-05-01 -23.50591951
#> 990 2020-05-27 2019-06-01 -24.66289154
#> 991 2020-05-27 2019-07-01 -25.66674900
#> 992 2020-05-27 2019-08-01 -15.58550612
#> 993 2020-05-27 2019-09-01 -8.69559612
#> 994 2020-05-27 2019-10-01 -2.36134603
#> 995 2020-05-27 2019-11-01 -9.32118594
#> 996 2020-05-27 2019-12-01 -10.22343675
#> 997 2020-05-27 2020-01-01 -12.94652551
#> 998 2020-05-27 2020-02-01 -15.57460948
#> 999 2020-05-27 2020-03-01 -23.45673145
#> 1000 2020-05-27 2020-04-01 -25.18936321
simulate_long(periodicity = 1L)
#> rev_date time_period obs_values
#> 1 2022-03-09 2012-01-01 18.694810
#> 2 2022-03-09 2013-01-01 17.358368
#> 3 2022-03-09 2014-01-01 21.873902
#> 4 2022-03-09 2015-01-01 22.633751
#> 5 2022-03-09 2016-01-01 28.625437
#> 6 2022-03-09 2017-01-01 30.843157
#> 7 2022-03-09 2018-01-01 30.796153
#> 8 2022-03-09 2019-01-01 28.406428
#> 9 2022-03-09 2020-01-01 28.556705
#> 10 2022-03-09 2021-01-01 31.094077
#> 11 2022-03-09 2022-01-01 33.550993
#> 12 2022-03-09 2023-01-01 NA
#> 13 2022-03-09 2024-01-01 NA
#> 14 2022-03-09 2025-01-01 NA
#> 15 2022-03-09 2026-01-01 NA
#> 16 2022-03-09 2027-01-01 NA
#> 17 2022-03-09 2028-01-01 NA
#> 18 2022-03-09 2029-01-01 NA
#> 19 2022-03-09 2030-01-01 NA
#> 20 2022-03-09 2031-01-01 NA
#> 21 2022-03-09 2032-01-01 NA
#> 22 2022-03-09 2033-01-01 NA
#> 23 2022-03-09 2034-01-01 NA
#> 24 2022-03-09 2035-01-01 NA
#> 25 2022-03-09 2036-01-01 NA
#> 26 2022-03-09 2037-01-01 NA
#> 27 2022-03-09 2038-01-01 NA
#> 28 2022-03-09 2039-01-01 NA
#> 29 2022-03-09 2040-01-01 NA
#> 30 2022-03-09 2041-01-01 NA
#> 31 2022-03-09 2042-01-01 NA
#> 32 2022-03-09 2043-01-01 NA
#> 33 2022-03-09 2044-01-01 NA
#> 34 2022-03-09 2045-01-01 NA
#> 35 2022-03-09 2046-01-01 NA
#> 36 2022-03-09 2047-01-01 NA
#> 37 2022-03-09 2048-01-01 NA
#> 38 2022-03-09 2049-01-01 NA
#> 39 2022-03-09 2050-01-01 NA
#> 40 2022-03-09 2051-01-01 NA
#> 41 2022-03-09 2052-01-01 NA
#> 42 2022-03-09 2053-01-01 NA
#> 43 2022-03-09 2054-01-01 NA
#> 44 2022-03-09 2055-01-01 NA
#> 45 2022-03-09 2056-01-01 NA
#> 46 2022-03-09 2057-01-01 NA
#> 47 2022-03-09 2058-01-01 NA
#> 48 2022-03-09 2059-01-01 NA
#> 49 2022-03-09 2060-01-01 NA
#> 50 2022-03-09 2061-01-01 NA
#> 51 2022-03-25 2012-01-01 16.159922
#> 52 2022-03-25 2013-01-01 19.163099
#> 53 2022-03-25 2014-01-01 21.376026
#> 54 2022-03-25 2015-01-01 23.115111
#> 55 2022-03-25 2016-01-01 27.672848
#> 56 2022-03-25 2017-01-01 29.500013
#> 57 2022-03-25 2018-01-01 31.718747
#> 58 2022-03-25 2019-01-01 25.001679
#> 59 2022-03-25 2020-01-01 28.459186
#> 60 2022-03-25 2021-01-01 31.540434
#> 61 2022-03-25 2022-01-01 34.495605
#> 62 2022-03-25 2023-01-01 NA
#> 63 2022-03-25 2024-01-01 NA
#> 64 2022-03-25 2025-01-01 NA
#> 65 2022-03-25 2026-01-01 NA
#> 66 2022-03-25 2027-01-01 NA
#> 67 2022-03-25 2028-01-01 NA
#> 68 2022-03-25 2029-01-01 NA
#> 69 2022-03-25 2030-01-01 NA
#> 70 2022-03-25 2031-01-01 NA
#> 71 2022-03-25 2032-01-01 NA
#> 72 2022-03-25 2033-01-01 NA
#> 73 2022-03-25 2034-01-01 NA
#> 74 2022-03-25 2035-01-01 NA
#> 75 2022-03-25 2036-01-01 NA
#> 76 2022-03-25 2037-01-01 NA
#> 77 2022-03-25 2038-01-01 NA
#> 78 2022-03-25 2039-01-01 NA
#> 79 2022-03-25 2040-01-01 NA
#> 80 2022-03-25 2041-01-01 NA
#> 81 2022-03-25 2042-01-01 NA
#> 82 2022-03-25 2043-01-01 NA
#> 83 2022-03-25 2044-01-01 NA
#> 84 2022-03-25 2045-01-01 NA
#> 85 2022-03-25 2046-01-01 NA
#> 86 2022-03-25 2047-01-01 NA
#> 87 2022-03-25 2048-01-01 NA
#> 88 2022-03-25 2049-01-01 NA
#> 89 2022-03-25 2050-01-01 NA
#> 90 2022-03-25 2051-01-01 NA
#> 91 2022-03-25 2052-01-01 NA
#> 92 2022-03-25 2053-01-01 NA
#> 93 2022-03-25 2054-01-01 NA
#> 94 2022-03-25 2055-01-01 NA
#> 95 2022-03-25 2056-01-01 NA
#> 96 2022-03-25 2057-01-01 NA
#> 97 2022-03-25 2058-01-01 NA
#> 98 2022-03-25 2059-01-01 NA
#> 99 2022-03-25 2060-01-01 NA
#> 100 2022-03-25 2061-01-01 NA
#> 101 2027-07-09 2012-01-01 14.838189
#> 102 2027-07-09 2013-01-01 20.173447
#> 103 2027-07-09 2014-01-01 21.733695
#> 104 2027-07-09 2015-01-01 23.743257
#> 105 2027-07-09 2016-01-01 28.288594
#> 106 2027-07-09 2017-01-01 29.202933
#> 107 2027-07-09 2018-01-01 29.328655
#> 108 2027-07-09 2019-01-01 27.916316
#> 109 2027-07-09 2020-01-01 28.967305
#> 110 2027-07-09 2021-01-01 32.625477
#> 111 2027-07-09 2022-01-01 34.586734
#> 112 2027-07-09 2023-01-01 35.264886
#> 113 2027-07-09 2024-01-01 33.687983
#> 114 2027-07-09 2025-01-01 34.491311
#> 115 2027-07-09 2026-01-01 36.081384
#> 116 2027-07-09 2027-01-01 32.195664
#> 117 2027-07-09 2028-01-01 NA
#> 118 2027-07-09 2029-01-01 NA
#> 119 2027-07-09 2030-01-01 NA
#> 120 2027-07-09 2031-01-01 NA
#> 121 2027-07-09 2032-01-01 NA
#> 122 2027-07-09 2033-01-01 NA
#> 123 2027-07-09 2034-01-01 NA
#> 124 2027-07-09 2035-01-01 NA
#> 125 2027-07-09 2036-01-01 NA
#> 126 2027-07-09 2037-01-01 NA
#> 127 2027-07-09 2038-01-01 NA
#> 128 2027-07-09 2039-01-01 NA
#> 129 2027-07-09 2040-01-01 NA
#> 130 2027-07-09 2041-01-01 NA
#> 131 2027-07-09 2042-01-01 NA
#> 132 2027-07-09 2043-01-01 NA
#> 133 2027-07-09 2044-01-01 NA
#> 134 2027-07-09 2045-01-01 NA
#> 135 2027-07-09 2046-01-01 NA
#> 136 2027-07-09 2047-01-01 NA
#> 137 2027-07-09 2048-01-01 NA
#> 138 2027-07-09 2049-01-01 NA
#> 139 2027-07-09 2050-01-01 NA
#> 140 2027-07-09 2051-01-01 NA
#> 141 2027-07-09 2052-01-01 NA
#> 142 2027-07-09 2053-01-01 NA
#> 143 2027-07-09 2054-01-01 NA
#> 144 2027-07-09 2055-01-01 NA
#> 145 2027-07-09 2056-01-01 NA
#> 146 2027-07-09 2057-01-01 NA
#> 147 2027-07-09 2058-01-01 NA
#> 148 2027-07-09 2059-01-01 NA
#> 149 2027-07-09 2060-01-01 NA
#> 150 2027-07-09 2061-01-01 NA
#> 151 2036-09-23 2012-01-01 14.730270
#> 152 2036-09-23 2013-01-01 19.807056
#> 153 2036-09-23 2014-01-01 21.889108
#> 154 2036-09-23 2015-01-01 24.155807
#> 155 2036-09-23 2016-01-01 28.199464
#> 156 2036-09-23 2017-01-01 30.354415
#> 157 2036-09-23 2018-01-01 28.972049
#> 158 2036-09-23 2019-01-01 27.021801
#> 159 2036-09-23 2020-01-01 28.613255
#> 160 2036-09-23 2021-01-01 31.343066
#> 161 2036-09-23 2022-01-01 34.625053
#> 162 2036-09-23 2023-01-01 35.131861
#> 163 2036-09-23 2024-01-01 34.388493
#> 164 2036-09-23 2025-01-01 35.387750
#> 165 2036-09-23 2026-01-01 35.916415
#> 166 2036-09-23 2027-01-01 34.969227
#> 167 2036-09-23 2028-01-01 35.917747
#> 168 2036-09-23 2029-01-01 32.820941
#> 169 2036-09-23 2030-01-01 29.923267
#> 170 2036-09-23 2031-01-01 34.300763
#> 171 2036-09-23 2032-01-01 46.150041
#> 172 2036-09-23 2033-01-01 46.931832
#> 173 2036-09-23 2034-01-01 55.384457
#> 174 2036-09-23 2035-01-01 59.715173
#> 175 2036-09-23 2036-01-01 62.411644
#> 176 2036-09-23 2037-01-01 NA
#> 177 2036-09-23 2038-01-01 NA
#> 178 2036-09-23 2039-01-01 NA
#> 179 2036-09-23 2040-01-01 NA
#> 180 2036-09-23 2041-01-01 NA
#> 181 2036-09-23 2042-01-01 NA
#> 182 2036-09-23 2043-01-01 NA
#> 183 2036-09-23 2044-01-01 NA
#> 184 2036-09-23 2045-01-01 NA
#> 185 2036-09-23 2046-01-01 NA
#> 186 2036-09-23 2047-01-01 NA
#> 187 2036-09-23 2048-01-01 NA
#> 188 2036-09-23 2049-01-01 NA
#> 189 2036-09-23 2050-01-01 NA
#> 190 2036-09-23 2051-01-01 NA
#> 191 2036-09-23 2052-01-01 NA
#> 192 2036-09-23 2053-01-01 NA
#> 193 2036-09-23 2054-01-01 NA
#> 194 2036-09-23 2055-01-01 NA
#> 195 2036-09-23 2056-01-01 NA
#> 196 2036-09-23 2057-01-01 NA
#> 197 2036-09-23 2058-01-01 NA
#> 198 2036-09-23 2059-01-01 NA
#> 199 2036-09-23 2060-01-01 NA
#> 200 2036-09-23 2061-01-01 NA
#> 201 2043-11-04 2012-01-01 15.067411
#> 202 2043-11-04 2013-01-01 19.587830
#> 203 2043-11-04 2014-01-01 21.822491
#> 204 2043-11-04 2015-01-01 23.851985
#> 205 2043-11-04 2016-01-01 28.189310
#> 206 2043-11-04 2017-01-01 30.131467
#> 207 2043-11-04 2018-01-01 29.097448
#> 208 2043-11-04 2019-01-01 27.122014
#> 209 2043-11-04 2020-01-01 28.653131
#> 210 2043-11-04 2021-01-01 31.817451
#> 211 2043-11-04 2022-01-01 34.220575
#> 212 2043-11-04 2023-01-01 35.218689
#> 213 2043-11-04 2024-01-01 35.134083
#> 214 2043-11-04 2025-01-01 35.898805
#> 215 2043-11-04 2026-01-01 35.153595
#> 216 2043-11-04 2027-01-01 34.891633
#> 217 2043-11-04 2028-01-01 31.925184
#> 218 2043-11-04 2029-01-01 31.971526
#> 219 2043-11-04 2030-01-01 31.617829
#> 220 2043-11-04 2031-01-01 36.962223
#> 221 2043-11-04 2032-01-01 44.189198
#> 222 2043-11-04 2033-01-01 49.860261
#> 223 2043-11-04 2034-01-01 53.332074
#> 224 2043-11-04 2035-01-01 57.300927
#> 225 2043-11-04 2036-01-01 60.379495
#> 226 2043-11-04 2037-01-01 67.156911
#> 227 2043-11-04 2038-01-01 66.930741
#> 228 2043-11-04 2039-01-01 71.534103
#> 229 2043-11-04 2040-01-01 69.894732
#> 230 2043-11-04 2041-01-01 73.805844
#> 231 2043-11-04 2042-01-01 72.738193
#> 232 2043-11-04 2043-01-01 82.254294
#> 233 2043-11-04 2044-01-01 NA
#> 234 2043-11-04 2045-01-01 NA
#> 235 2043-11-04 2046-01-01 NA
#> 236 2043-11-04 2047-01-01 NA
#> 237 2043-11-04 2048-01-01 NA
#> 238 2043-11-04 2049-01-01 NA
#> 239 2043-11-04 2050-01-01 NA
#> 240 2043-11-04 2051-01-01 NA
#> 241 2043-11-04 2052-01-01 NA
#> 242 2043-11-04 2053-01-01 NA
#> 243 2043-11-04 2054-01-01 NA
#> 244 2043-11-04 2055-01-01 NA
#> 245 2043-11-04 2056-01-01 NA
#> 246 2043-11-04 2057-01-01 NA
#> 247 2043-11-04 2058-01-01 NA
#> 248 2043-11-04 2059-01-01 NA
#> 249 2043-11-04 2060-01-01 NA
#> 250 2043-11-04 2061-01-01 NA
#> 251 2054-09-26 2012-01-01 15.081497
#> 252 2054-09-26 2013-01-01 19.826647
#> 253 2054-09-26 2014-01-01 21.909618
#> 254 2054-09-26 2015-01-01 24.065667
#> 255 2054-09-26 2016-01-01 28.071675
#> 256 2054-09-26 2017-01-01 29.963619
#> 257 2054-09-26 2018-01-01 29.222017
#> 258 2054-09-26 2019-01-01 27.027799
#> 259 2054-09-26 2020-01-01 28.706776
#> 260 2054-09-26 2021-01-01 31.845745
#> 261 2054-09-26 2022-01-01 34.207231
#> 262 2054-09-26 2023-01-01 35.479466
#> 263 2054-09-26 2024-01-01 34.358194
#> 264 2054-09-26 2025-01-01 36.374228
#> 265 2054-09-26 2026-01-01 34.873813
#> 266 2054-09-26 2027-01-01 34.280285
#> 267 2054-09-26 2028-01-01 33.669643
#> 268 2054-09-26 2029-01-01 30.633472
#> 269 2054-09-26 2030-01-01 31.101148
#> 270 2054-09-26 2031-01-01 35.064727
#> 271 2054-09-26 2032-01-01 43.254559
#> 272 2054-09-26 2033-01-01 48.820179
#> 273 2054-09-26 2034-01-01 53.987261
#> 274 2054-09-26 2035-01-01 57.260940
#> 275 2054-09-26 2036-01-01 62.919967
#> 276 2054-09-26 2037-01-01 66.326723
#> 277 2054-09-26 2038-01-01 69.719934
#> 278 2054-09-26 2039-01-01 69.238110
#> 279 2054-09-26 2040-01-01 71.603779
#> 280 2054-09-26 2041-01-01 72.291281
#> 281 2054-09-26 2042-01-01 72.779049
#> 282 2054-09-26 2043-01-01 79.533539
#> 283 2054-09-26 2044-01-01 84.990633
#> 284 2054-09-26 2045-01-01 79.634742
#> 285 2054-09-26 2046-01-01 75.149019
#> 286 2054-09-26 2047-01-01 60.120115
#> 287 2054-09-26 2048-01-01 45.011418
#> 288 2054-09-26 2049-01-01 34.206254
#> 289 2054-09-26 2050-01-01 24.480412
#> 290 2054-09-26 2051-01-01 7.484697
#> 291 2054-09-26 2052-01-01 -10.541131
#> 292 2054-09-26 2053-01-01 -24.576545
#> 293 2054-09-26 2054-01-01 -34.266595
#> 294 2054-09-26 2055-01-01 NA
#> 295 2054-09-26 2056-01-01 NA
#> 296 2054-09-26 2057-01-01 NA
#> 297 2054-09-26 2058-01-01 NA
#> 298 2054-09-26 2059-01-01 NA
#> 299 2054-09-26 2060-01-01 NA
#> 300 2054-09-26 2061-01-01 NA
#> 301 2058-02-23 2012-01-01 15.149334
#> 302 2058-02-23 2013-01-01 19.784192
#> 303 2058-02-23 2014-01-01 21.949365
#> 304 2058-02-23 2015-01-01 23.981805
#> 305 2058-02-23 2016-01-01 27.968667
#> 306 2058-02-23 2017-01-01 29.983687
#> 307 2058-02-23 2018-01-01 29.171556
#> 308 2058-02-23 2019-01-01 27.048532
#> 309 2058-02-23 2020-01-01 28.651554
#> 310 2058-02-23 2021-01-01 31.817552
#> 311 2058-02-23 2022-01-01 34.182761
#> 312 2058-02-23 2023-01-01 35.330711
#> 313 2058-02-23 2024-01-01 34.312692
#> 314 2058-02-23 2025-01-01 36.589138
#> 315 2058-02-23 2026-01-01 35.513176
#> 316 2058-02-23 2027-01-01 34.383552
#> 317 2058-02-23 2028-01-01 32.624316
#> 318 2058-02-23 2029-01-01 30.643148
#> 319 2058-02-23 2030-01-01 31.866453
#> 320 2058-02-23 2031-01-01 35.794819
#> 321 2058-02-23 2032-01-01 42.572883
#> 322 2058-02-23 2033-01-01 49.467156
#> 323 2058-02-23 2034-01-01 53.882063
#> 324 2058-02-23 2035-01-01 57.831365
#> 325 2058-02-23 2036-01-01 62.309328
#> 326 2058-02-23 2037-01-01 65.863692
#> 327 2058-02-23 2038-01-01 68.717034
#> 328 2058-02-23 2039-01-01 70.939269
#> 329 2058-02-23 2040-01-01 71.493475
#> 330 2058-02-23 2041-01-01 72.316192
#> 331 2058-02-23 2042-01-01 74.482958
#> 332 2058-02-23 2043-01-01 79.271113
#> 333 2058-02-23 2044-01-01 82.679738
#> 334 2058-02-23 2045-01-01 81.301746
#> 335 2058-02-23 2046-01-01 76.038720
#> 336 2058-02-23 2047-01-01 61.594437
#> 337 2058-02-23 2048-01-01 45.219117
#> 338 2058-02-23 2049-01-01 32.428005
#> 339 2058-02-23 2050-01-01 21.616644
#> 340 2058-02-23 2051-01-01 6.046224
#> 341 2058-02-23 2052-01-01 -10.327299
#> 342 2058-02-23 2053-01-01 -23.476986
#> 343 2058-02-23 2054-01-01 -36.891400
#> 344 2058-02-23 2055-01-01 -49.112297
#> 345 2058-02-23 2056-01-01 -60.726596
#> 346 2058-02-23 2057-01-01 -74.225542
#> 347 2058-02-23 2058-01-01 -89.087889
#> 348 2058-02-23 2059-01-01 NA
#> 349 2058-02-23 2060-01-01 NA
#> 350 2058-02-23 2061-01-01 NA
#> 351 2058-05-01 2012-01-01 15.140036
#> 352 2058-05-01 2013-01-01 19.786665
#> 353 2058-05-01 2014-01-01 21.970190
#> 354 2058-05-01 2015-01-01 24.018508
#> 355 2058-05-01 2016-01-01 27.993036
#> 356 2058-05-01 2017-01-01 29.998236
#> 357 2058-05-01 2018-01-01 29.178804
#> 358 2058-05-01 2019-01-01 27.071013
#> 359 2058-05-01 2020-01-01 28.656620
#> 360 2058-05-01 2021-01-01 31.829941
#> 361 2058-05-01 2022-01-01 34.192444
#> 362 2058-05-01 2023-01-01 35.155892
#> 363 2058-05-01 2024-01-01 34.538613
#> 364 2058-05-01 2025-01-01 36.457712
#> 365 2058-05-01 2026-01-01 35.465149
#> 366 2058-05-01 2027-01-01 34.193118
#> 367 2058-05-01 2028-01-01 32.067280
#> 368 2058-05-01 2029-01-01 30.703212
#> 369 2058-05-01 2030-01-01 31.962435
#> 370 2058-05-01 2031-01-01 35.547317
#> 371 2058-05-01 2032-01-01 43.020846
#> 372 2058-05-01 2033-01-01 49.333753
#> 373 2058-05-01 2034-01-01 53.477246
#> 374 2058-05-01 2035-01-01 57.995571
#> 375 2058-05-01 2036-01-01 62.212411
#> 376 2058-05-01 2037-01-01 65.864284
#> 377 2058-05-01 2038-01-01 69.326878
#> 378 2058-05-01 2039-01-01 70.355257
#> 379 2058-05-01 2040-01-01 72.005283
#> 380 2058-05-01 2041-01-01 72.489772
#> 381 2058-05-01 2042-01-01 74.823620
#> 382 2058-05-01 2043-01-01 78.835896
#> 383 2058-05-01 2044-01-01 83.567130
#> 384 2058-05-01 2045-01-01 80.587520
#> 385 2058-05-01 2046-01-01 72.866520
#> 386 2058-05-01 2047-01-01 60.941386
#> 387 2058-05-01 2048-01-01 45.322056
#> 388 2058-05-01 2049-01-01 32.971897
#> 389 2058-05-01 2050-01-01 22.542569
#> 390 2058-05-01 2051-01-01 6.513368
#> 391 2058-05-01 2052-01-01 -11.768665
#> 392 2058-05-01 2053-01-01 -24.212940
#> 393 2058-05-01 2054-01-01 -36.242589
#> 394 2058-05-01 2055-01-01 -51.331397
#> 395 2058-05-01 2056-01-01 -60.544707
#> 396 2058-05-01 2057-01-01 -75.149297
#> 397 2058-05-01 2058-01-01 -88.206742
#> 398 2058-05-01 2059-01-01 NA
#> 399 2058-05-01 2060-01-01 NA
#> 400 2058-05-01 2061-01-01 NA
#> 401 2059-08-01 2012-01-01 15.134250
#> 402 2059-08-01 2013-01-01 19.790978
#> 403 2059-08-01 2014-01-01 21.982273
#> 404 2059-08-01 2015-01-01 24.000749
#> 405 2059-08-01 2016-01-01 27.957267
#> 406 2059-08-01 2017-01-01 29.995566
#> 407 2059-08-01 2018-01-01 29.185307
#> 408 2059-08-01 2019-01-01 27.076610
#> 409 2059-08-01 2020-01-01 28.644097
#> 410 2059-08-01 2021-01-01 31.835877
#> 411 2059-08-01 2022-01-01 34.184876
#> 412 2059-08-01 2023-01-01 35.303530
#> 413 2059-08-01 2024-01-01 34.409145
#> 414 2059-08-01 2025-01-01 36.382312
#> 415 2059-08-01 2026-01-01 35.491883
#> 416 2059-08-01 2027-01-01 34.144301
#> 417 2059-08-01 2028-01-01 32.353545
#> 418 2059-08-01 2029-01-01 30.574480
#> 419 2059-08-01 2030-01-01 31.911274
#> 420 2059-08-01 2031-01-01 35.601804
#> 421 2059-08-01 2032-01-01 43.078729
#> 422 2059-08-01 2033-01-01 49.330344
#> 423 2059-08-01 2034-01-01 53.543925
#> 424 2059-08-01 2035-01-01 57.816004
#> 425 2059-08-01 2036-01-01 62.115959
#> 426 2059-08-01 2037-01-01 65.990935
#> 427 2059-08-01 2038-01-01 69.260186
#> 428 2059-08-01 2039-01-01 70.485363
#> 429 2059-08-01 2040-01-01 71.846803
#> 430 2059-08-01 2041-01-01 72.957341
#> 431 2059-08-01 2042-01-01 74.211502
#> 432 2059-08-01 2043-01-01 78.881154
#> 433 2059-08-01 2044-01-01 84.535256
#> 434 2059-08-01 2045-01-01 80.244838
#> 435 2059-08-01 2046-01-01 73.765347
#> 436 2059-08-01 2047-01-01 61.113663
#> 437 2059-08-01 2048-01-01 45.964953
#> 438 2059-08-01 2049-01-01 32.730925
#> 439 2059-08-01 2050-01-01 21.907862
#> 440 2059-08-01 2051-01-01 6.405360
#> 441 2059-08-01 2052-01-01 -10.507096
#> 442 2059-08-01 2053-01-01 -23.999572
#> 443 2059-08-01 2054-01-01 -35.939690
#> 444 2059-08-01 2055-01-01 -50.092549
#> 445 2059-08-01 2056-01-01 -62.867247
#> 446 2059-08-01 2057-01-01 -75.917395
#> 447 2059-08-01 2058-01-01 -89.601771
#> 448 2059-08-01 2059-01-01 -111.729542
#> 449 2059-08-01 2060-01-01 NA
#> 450 2059-08-01 2061-01-01 NA
#> 451 2059-10-11 2012-01-01 15.126476
#> 452 2059-10-11 2013-01-01 19.788761
#> 453 2059-10-11 2014-01-01 21.970809
#> 454 2059-10-11 2015-01-01 24.009915
#> 455 2059-10-11 2016-01-01 27.968551
#> 456 2059-10-11 2017-01-01 29.999178
#> 457 2059-10-11 2018-01-01 29.190176
#> 458 2059-10-11 2019-01-01 27.064494
#> 459 2059-10-11 2020-01-01 28.647620
#> 460 2059-10-11 2021-01-01 31.835879
#> 461 2059-10-11 2022-01-01 34.184349
#> 462 2059-10-11 2023-01-01 35.294360
#> 463 2059-10-11 2024-01-01 34.437276
#> 464 2059-10-11 2025-01-01 36.409960
#> 465 2059-10-11 2026-01-01 35.486772
#> 466 2059-10-11 2027-01-01 34.160113
#> 467 2059-10-11 2028-01-01 32.295094
#> 468 2059-10-11 2029-01-01 30.556982
#> 469 2059-10-11 2030-01-01 31.897043
#> 470 2059-10-11 2031-01-01 35.659073
#> 471 2059-10-11 2032-01-01 43.096223
#> 472 2059-10-11 2033-01-01 49.326940
#> 473 2059-10-11 2034-01-01 53.532180
#> 474 2059-10-11 2035-01-01 57.754310
#> 475 2059-10-11 2036-01-01 62.203353
#> 476 2059-10-11 2037-01-01 65.910321
#> 477 2059-10-11 2038-01-01 69.210848
#> 478 2059-10-11 2039-01-01 70.487830
#> 479 2059-10-11 2040-01-01 72.188727
#> 480 2059-10-11 2041-01-01 72.750019
#> 481 2059-10-11 2042-01-01 73.895234
#> 482 2059-10-11 2043-01-01 79.064535
#> 483 2059-10-11 2044-01-01 84.245855
#> 484 2059-10-11 2045-01-01 80.671109
#> 485 2059-10-11 2046-01-01 73.705807
#> 486 2059-10-11 2047-01-01 60.825124
#> 487 2059-10-11 2048-01-01 45.208816
#> 488 2059-10-11 2049-01-01 32.805699
#> 489 2059-10-11 2050-01-01 22.182745
#> 490 2059-10-11 2051-01-01 6.757226
#> 491 2059-10-11 2052-01-01 -10.894223
#> 492 2059-10-11 2053-01-01 -23.425386
#> 493 2059-10-11 2054-01-01 -36.118542
#> 494 2059-10-11 2055-01-01 -50.185878
#> 495 2059-10-11 2056-01-01 -62.254921
#> 496 2059-10-11 2057-01-01 -75.114512
#> 497 2059-10-11 2058-01-01 -89.373398
#> 498 2059-10-11 2059-01-01 -110.774613
#> 499 2059-10-11 2060-01-01 NA
#> 500 2059-10-11 2061-01-01 NA
simulate_long(start_period = as.Date("2000-01-01"),
n_period = 10L * 12L,
periodicity = 12L)
#> rev_date time_period obs_values
#> 1 2002-08-27 2000-01-01 16.2624223
#> 2 2002-08-27 2000-02-01 12.5569901
#> 3 2002-08-27 2000-03-01 14.8939761
#> 4 2002-08-27 2000-04-01 13.3108637
#> 5 2002-08-27 2000-05-01 16.5284487
#> 6 2002-08-27 2000-06-01 16.4523416
#> 7 2002-08-27 2000-07-01 19.4985256
#> 8 2002-08-27 2000-08-01 16.2730478
#> 9 2002-08-27 2000-09-01 15.6794363
#> 10 2002-08-27 2000-10-01 12.4352423
#> 11 2002-08-27 2000-11-01 12.7222427
#> 12 2002-08-27 2000-12-01 13.7039825
#> 13 2002-08-27 2001-01-01 12.4780725
#> 14 2002-08-27 2001-02-01 9.2676776
#> 15 2002-08-27 2001-03-01 14.8147158
#> 16 2002-08-27 2001-04-01 10.9364294
#> 17 2002-08-27 2001-05-01 16.4111176
#> 18 2002-08-27 2001-06-01 25.9578444
#> 19 2002-08-27 2001-07-01 30.4036329
#> 20 2002-08-27 2001-08-01 27.9867616
#> 21 2002-08-27 2001-09-01 25.6040508
#> 22 2002-08-27 2001-10-01 22.7996754
#> 23 2002-08-27 2001-11-01 26.7558318
#> 24 2002-08-27 2001-12-01 21.3177112
#> 25 2002-08-27 2002-01-01 17.4885313
#> 26 2002-08-27 2002-02-01 16.4687517
#> 27 2002-08-27 2002-03-01 17.0739342
#> 28 2002-08-27 2002-04-01 20.4674859
#> 29 2002-08-27 2002-05-01 28.1381762
#> 30 2002-08-27 2002-06-01 26.8690847
#> 31 2002-08-27 2002-07-01 28.1247655
#> 32 2002-08-27 2002-08-01 30.1229669
#> 33 2002-08-27 2002-09-01 NA
#> 34 2002-08-27 2002-10-01 NA
#> 35 2002-08-27 2002-11-01 NA
#> 36 2002-08-27 2002-12-01 NA
#> 37 2002-08-27 2003-01-01 NA
#> 38 2002-08-27 2003-02-01 NA
#> 39 2002-08-27 2003-03-01 NA
#> 40 2002-08-27 2003-04-01 NA
#> 41 2002-08-27 2003-05-01 NA
#> 42 2002-08-27 2003-06-01 NA
#> 43 2002-08-27 2003-07-01 NA
#> 44 2002-08-27 2003-08-01 NA
#> 45 2002-08-27 2003-09-01 NA
#> 46 2002-08-27 2003-10-01 NA
#> 47 2002-08-27 2003-11-01 NA
#> 48 2002-08-27 2003-12-01 NA
#> 49 2002-08-27 2004-01-01 NA
#> 50 2002-08-27 2004-02-01 NA
#> 51 2002-08-27 2004-03-01 NA
#> 52 2002-08-27 2004-04-01 NA
#> 53 2002-08-27 2004-05-01 NA
#> 54 2002-08-27 2004-06-01 NA
#> 55 2002-08-27 2004-07-01 NA
#> 56 2002-08-27 2004-08-01 NA
#> 57 2002-08-27 2004-09-01 NA
#> 58 2002-08-27 2004-10-01 NA
#> 59 2002-08-27 2004-11-01 NA
#> 60 2002-08-27 2004-12-01 NA
#> 61 2002-08-27 2005-01-01 NA
#> 62 2002-08-27 2005-02-01 NA
#> 63 2002-08-27 2005-03-01 NA
#> 64 2002-08-27 2005-04-01 NA
#> 65 2002-08-27 2005-05-01 NA
#> 66 2002-08-27 2005-06-01 NA
#> 67 2002-08-27 2005-07-01 NA
#> 68 2002-08-27 2005-08-01 NA
#> 69 2002-08-27 2005-09-01 NA
#> 70 2002-08-27 2005-10-01 NA
#> 71 2002-08-27 2005-11-01 NA
#> 72 2002-08-27 2005-12-01 NA
#> 73 2002-08-27 2006-01-01 NA
#> 74 2002-08-27 2006-02-01 NA
#> 75 2002-08-27 2006-03-01 NA
#> 76 2002-08-27 2006-04-01 NA
#> 77 2002-08-27 2006-05-01 NA
#> 78 2002-08-27 2006-06-01 NA
#> 79 2002-08-27 2006-07-01 NA
#> 80 2002-08-27 2006-08-01 NA
#> 81 2002-08-27 2006-09-01 NA
#> 82 2002-08-27 2006-10-01 NA
#> 83 2002-08-27 2006-11-01 NA
#> 84 2002-08-27 2006-12-01 NA
#> 85 2002-08-27 2007-01-01 NA
#> 86 2002-08-27 2007-02-01 NA
#> 87 2002-08-27 2007-03-01 NA
#> 88 2002-08-27 2007-04-01 NA
#> 89 2002-08-27 2007-05-01 NA
#> 90 2002-08-27 2007-06-01 NA
#> 91 2002-08-27 2007-07-01 NA
#> 92 2002-08-27 2007-08-01 NA
#> 93 2002-08-27 2007-09-01 NA
#> 94 2002-08-27 2007-10-01 NA
#> 95 2002-08-27 2007-11-01 NA
#> 96 2002-08-27 2007-12-01 NA
#> 97 2002-08-27 2008-01-01 NA
#> 98 2002-08-27 2008-02-01 NA
#> 99 2002-08-27 2008-03-01 NA
#> 100 2002-08-27 2008-04-01 NA
#> 101 2002-08-27 2008-05-01 NA
#> 102 2002-08-27 2008-06-01 NA
#> 103 2002-08-27 2008-07-01 NA
#> 104 2002-08-27 2008-08-01 NA
#> 105 2002-08-27 2008-09-01 NA
#> 106 2002-08-27 2008-10-01 NA
#> 107 2002-08-27 2008-11-01 NA
#> 108 2002-08-27 2008-12-01 NA
#> 109 2002-08-27 2009-01-01 NA
#> 110 2002-08-27 2009-02-01 NA
#> 111 2002-08-27 2009-03-01 NA
#> 112 2002-08-27 2009-04-01 NA
#> 113 2002-08-27 2009-05-01 NA
#> 114 2002-08-27 2009-06-01 NA
#> 115 2002-08-27 2009-07-01 NA
#> 116 2002-08-27 2009-08-01 NA
#> 117 2002-08-27 2009-09-01 NA
#> 118 2002-08-27 2009-10-01 NA
#> 119 2002-08-27 2009-11-01 NA
#> 120 2002-08-27 2009-12-01 NA
#> 121 2002-09-26 2000-01-01 14.7576731
#> 122 2002-09-26 2000-02-01 15.8159116
#> 123 2002-09-26 2000-03-01 15.9652265
#> 124 2002-09-26 2000-04-01 14.0748113
#> 125 2002-09-26 2000-05-01 14.3518063
#> 126 2002-09-26 2000-06-01 17.6468078
#> 127 2002-09-26 2000-07-01 23.5744321
#> 128 2002-09-26 2000-08-01 15.4955514
#> 129 2002-09-26 2000-09-01 13.9471982
#> 130 2002-09-26 2000-10-01 14.1983123
#> 131 2002-09-26 2000-11-01 13.4776652
#> 132 2002-09-26 2000-12-01 12.1121278
#> 133 2002-09-26 2001-01-01 11.9412191
#> 134 2002-09-26 2001-02-01 10.4391977
#> 135 2002-09-26 2001-03-01 13.6540887
#> 136 2002-09-26 2001-04-01 14.7004482
#> 137 2002-09-26 2001-05-01 16.2187166
#> 138 2002-09-26 2001-06-01 27.0124266
#> 139 2002-09-26 2001-07-01 32.0815487
#> 140 2002-09-26 2001-08-01 29.4314936
#> 141 2002-09-26 2001-09-01 25.5834844
#> 142 2002-09-26 2001-10-01 21.5063280
#> 143 2002-09-26 2001-11-01 22.5923994
#> 144 2002-09-26 2001-12-01 21.2727112
#> 145 2002-09-26 2002-01-01 14.8422142
#> 146 2002-09-26 2002-02-01 13.7518894
#> 147 2002-09-26 2002-03-01 20.4379287
#> 148 2002-09-26 2002-04-01 21.9051554
#> 149 2002-09-26 2002-05-01 26.9495131
#> 150 2002-09-26 2002-06-01 26.5771232
#> 151 2002-09-26 2002-07-01 28.8200416
#> 152 2002-09-26 2002-08-01 31.7892132
#> 153 2002-09-26 2002-09-01 32.9209836
#> 154 2002-09-26 2002-10-01 NA
#> 155 2002-09-26 2002-11-01 NA
#> 156 2002-09-26 2002-12-01 NA
#> 157 2002-09-26 2003-01-01 NA
#> 158 2002-09-26 2003-02-01 NA
#> 159 2002-09-26 2003-03-01 NA
#> 160 2002-09-26 2003-04-01 NA
#> 161 2002-09-26 2003-05-01 NA
#> 162 2002-09-26 2003-06-01 NA
#> 163 2002-09-26 2003-07-01 NA
#> 164 2002-09-26 2003-08-01 NA
#> 165 2002-09-26 2003-09-01 NA
#> 166 2002-09-26 2003-10-01 NA
#> 167 2002-09-26 2003-11-01 NA
#> 168 2002-09-26 2003-12-01 NA
#> 169 2002-09-26 2004-01-01 NA
#> 170 2002-09-26 2004-02-01 NA
#> 171 2002-09-26 2004-03-01 NA
#> 172 2002-09-26 2004-04-01 NA
#> 173 2002-09-26 2004-05-01 NA
#> 174 2002-09-26 2004-06-01 NA
#> 175 2002-09-26 2004-07-01 NA
#> 176 2002-09-26 2004-08-01 NA
#> 177 2002-09-26 2004-09-01 NA
#> 178 2002-09-26 2004-10-01 NA
#> 179 2002-09-26 2004-11-01 NA
#> 180 2002-09-26 2004-12-01 NA
#> 181 2002-09-26 2005-01-01 NA
#> 182 2002-09-26 2005-02-01 NA
#> 183 2002-09-26 2005-03-01 NA
#> 184 2002-09-26 2005-04-01 NA
#> 185 2002-09-26 2005-05-01 NA
#> 186 2002-09-26 2005-06-01 NA
#> 187 2002-09-26 2005-07-01 NA
#> 188 2002-09-26 2005-08-01 NA
#> 189 2002-09-26 2005-09-01 NA
#> 190 2002-09-26 2005-10-01 NA
#> 191 2002-09-26 2005-11-01 NA
#> 192 2002-09-26 2005-12-01 NA
#> 193 2002-09-26 2006-01-01 NA
#> 194 2002-09-26 2006-02-01 NA
#> 195 2002-09-26 2006-03-01 NA
#> 196 2002-09-26 2006-04-01 NA
#> 197 2002-09-26 2006-05-01 NA
#> 198 2002-09-26 2006-06-01 NA
#> 199 2002-09-26 2006-07-01 NA
#> 200 2002-09-26 2006-08-01 NA
#> 201 2002-09-26 2006-09-01 NA
#> 202 2002-09-26 2006-10-01 NA
#> 203 2002-09-26 2006-11-01 NA
#> 204 2002-09-26 2006-12-01 NA
#> 205 2002-09-26 2007-01-01 NA
#> 206 2002-09-26 2007-02-01 NA
#> 207 2002-09-26 2007-03-01 NA
#> 208 2002-09-26 2007-04-01 NA
#> 209 2002-09-26 2007-05-01 NA
#> 210 2002-09-26 2007-06-01 NA
#> 211 2002-09-26 2007-07-01 NA
#> 212 2002-09-26 2007-08-01 NA
#> 213 2002-09-26 2007-09-01 NA
#> 214 2002-09-26 2007-10-01 NA
#> 215 2002-09-26 2007-11-01 NA
#> 216 2002-09-26 2007-12-01 NA
#> 217 2002-09-26 2008-01-01 NA
#> 218 2002-09-26 2008-02-01 NA
#> 219 2002-09-26 2008-03-01 NA
#> 220 2002-09-26 2008-04-01 NA
#> 221 2002-09-26 2008-05-01 NA
#> 222 2002-09-26 2008-06-01 NA
#> 223 2002-09-26 2008-07-01 NA
#> 224 2002-09-26 2008-08-01 NA
#> 225 2002-09-26 2008-09-01 NA
#> 226 2002-09-26 2008-10-01 NA
#> 227 2002-09-26 2008-11-01 NA
#> 228 2002-09-26 2008-12-01 NA
#> 229 2002-09-26 2009-01-01 NA
#> 230 2002-09-26 2009-02-01 NA
#> 231 2002-09-26 2009-03-01 NA
#> 232 2002-09-26 2009-04-01 NA
#> 233 2002-09-26 2009-05-01 NA
#> 234 2002-09-26 2009-06-01 NA
#> 235 2002-09-26 2009-07-01 NA
#> 236 2002-09-26 2009-08-01 NA
#> 237 2002-09-26 2009-09-01 NA
#> 238 2002-09-26 2009-10-01 NA
#> 239 2002-09-26 2009-11-01 NA
#> 240 2002-09-26 2009-12-01 NA
#> 241 2004-07-03 2000-01-01 15.1729706
#> 242 2004-07-03 2000-02-01 14.5014781
#> 243 2004-07-03 2000-03-01 16.4393608
#> 244 2004-07-03 2000-04-01 14.0448085
#> 245 2004-07-03 2000-05-01 13.7622349
#> 246 2004-07-03 2000-06-01 16.0509591
#> 247 2004-07-03 2000-07-01 21.2188783
#> 248 2004-07-03 2000-08-01 17.4081486
#> 249 2004-07-03 2000-09-01 15.1483410
#> 250 2004-07-03 2000-10-01 13.0755979
#> 251 2004-07-03 2000-11-01 13.5421286
#> 252 2004-07-03 2000-12-01 11.6971366
#> 253 2004-07-03 2001-01-01 12.2742962
#> 254 2004-07-03 2001-02-01 10.1742668
#> 255 2004-07-03 2001-03-01 13.9025546
#> 256 2004-07-03 2001-04-01 14.3777213
#> 257 2004-07-03 2001-05-01 16.8195069
#> 258 2004-07-03 2001-06-01 24.8788849
#> 259 2004-07-03 2001-07-01 32.2910801
#> 260 2004-07-03 2001-08-01 28.4509408
#> 261 2004-07-03 2001-09-01 27.5180791
#> 262 2004-07-03 2001-10-01 23.6302681
#> 263 2004-07-03 2001-11-01 24.6086086
#> 264 2004-07-03 2001-12-01 20.8045424
#> 265 2004-07-03 2002-01-01 15.0804665
#> 266 2004-07-03 2002-02-01 15.1447166
#> 267 2004-07-03 2002-03-01 20.1601602
#> 268 2004-07-03 2002-04-01 24.5269334
#> 269 2004-07-03 2002-05-01 26.9409085
#> 270 2004-07-03 2002-06-01 26.2805124
#> 271 2004-07-03 2002-07-01 29.4223028
#> 272 2004-07-03 2002-08-01 31.0969621
#> 273 2004-07-03 2002-09-01 31.4018012
#> 274 2004-07-03 2002-10-01 29.3472748
#> 275 2004-07-03 2002-11-01 32.6505941
#> 276 2004-07-03 2002-12-01 26.0051830
#> 277 2004-07-03 2003-01-01 23.4685892
#> 278 2004-07-03 2003-02-01 19.0299683
#> 279 2004-07-03 2003-03-01 22.2841439
#> 280 2004-07-03 2003-04-01 24.5647969
#> 281 2004-07-03 2003-05-01 29.9441013
#> 282 2004-07-03 2003-06-01 28.9930354
#> 283 2004-07-03 2003-07-01 25.7371486
#> 284 2004-07-03 2003-08-01 30.0408513
#> 285 2004-07-03 2003-09-01 28.5569759
#> 286 2004-07-03 2003-10-01 26.3958018
#> 287 2004-07-03 2003-11-01 26.7454879
#> 288 2004-07-03 2003-12-01 23.5074697
#> 289 2004-07-03 2004-01-01 19.2586261
#> 290 2004-07-03 2004-02-01 18.3817248
#> 291 2004-07-03 2004-03-01 14.4266297
#> 292 2004-07-03 2004-04-01 19.9814834
#> 293 2004-07-03 2004-05-01 22.1482416
#> 294 2004-07-03 2004-06-01 23.2186565
#> 295 2004-07-03 2004-07-01 28.5810133
#> 296 2004-07-03 2004-08-01 NA
#> 297 2004-07-03 2004-09-01 NA
#> 298 2004-07-03 2004-10-01 NA
#> 299 2004-07-03 2004-11-01 NA
#> 300 2004-07-03 2004-12-01 NA
#> 301 2004-07-03 2005-01-01 NA
#> 302 2004-07-03 2005-02-01 NA
#> 303 2004-07-03 2005-03-01 NA
#> 304 2004-07-03 2005-04-01 NA
#> 305 2004-07-03 2005-05-01 NA
#> 306 2004-07-03 2005-06-01 NA
#> 307 2004-07-03 2005-07-01 NA
#> 308 2004-07-03 2005-08-01 NA
#> 309 2004-07-03 2005-09-01 NA
#> 310 2004-07-03 2005-10-01 NA
#> 311 2004-07-03 2005-11-01 NA
#> 312 2004-07-03 2005-12-01 NA
#> 313 2004-07-03 2006-01-01 NA
#> 314 2004-07-03 2006-02-01 NA
#> 315 2004-07-03 2006-03-01 NA
#> 316 2004-07-03 2006-04-01 NA
#> 317 2004-07-03 2006-05-01 NA
#> 318 2004-07-03 2006-06-01 NA
#> 319 2004-07-03 2006-07-01 NA
#> 320 2004-07-03 2006-08-01 NA
#> 321 2004-07-03 2006-09-01 NA
#> 322 2004-07-03 2006-10-01 NA
#> 323 2004-07-03 2006-11-01 NA
#> 324 2004-07-03 2006-12-01 NA
#> 325 2004-07-03 2007-01-01 NA
#> 326 2004-07-03 2007-02-01 NA
#> 327 2004-07-03 2007-03-01 NA
#> 328 2004-07-03 2007-04-01 NA
#> 329 2004-07-03 2007-05-01 NA
#> 330 2004-07-03 2007-06-01 NA
#> 331 2004-07-03 2007-07-01 NA
#> 332 2004-07-03 2007-08-01 NA
#> 333 2004-07-03 2007-09-01 NA
#> 334 2004-07-03 2007-10-01 NA
#> 335 2004-07-03 2007-11-01 NA
#> 336 2004-07-03 2007-12-01 NA
#> 337 2004-07-03 2008-01-01 NA
#> 338 2004-07-03 2008-02-01 NA
#> 339 2004-07-03 2008-03-01 NA
#> 340 2004-07-03 2008-04-01 NA
#> 341 2004-07-03 2008-05-01 NA
#> 342 2004-07-03 2008-06-01 NA
#> 343 2004-07-03 2008-07-01 NA
#> 344 2004-07-03 2008-08-01 NA
#> 345 2004-07-03 2008-09-01 NA
#> 346 2004-07-03 2008-10-01 NA
#> 347 2004-07-03 2008-11-01 NA
#> 348 2004-07-03 2008-12-01 NA
#> 349 2004-07-03 2009-01-01 NA
#> 350 2004-07-03 2009-02-01 NA
#> 351 2004-07-03 2009-03-01 NA
#> 352 2004-07-03 2009-04-01 NA
#> 353 2004-07-03 2009-05-01 NA
#> 354 2004-07-03 2009-06-01 NA
#> 355 2004-07-03 2009-07-01 NA
#> 356 2004-07-03 2009-08-01 NA
#> 357 2004-07-03 2009-09-01 NA
#> 358 2004-07-03 2009-10-01 NA
#> 359 2004-07-03 2009-11-01 NA
#> 360 2004-07-03 2009-12-01 NA
#> 361 2004-07-17 2000-01-01 14.3870579
#> 362 2004-07-17 2000-02-01 14.6061910
#> 363 2004-07-17 2000-03-01 16.4034635
#> 364 2004-07-17 2000-04-01 14.0936268
#> 365 2004-07-17 2000-05-01 13.3501405
#> 366 2004-07-17 2000-06-01 16.8588908
#> 367 2004-07-17 2000-07-01 21.1394991
#> 368 2004-07-17 2000-08-01 16.5673708
#> 369 2004-07-17 2000-09-01 14.9191821
#> 370 2004-07-17 2000-10-01 13.0258191
#> 371 2004-07-17 2000-11-01 12.6652261
#> 372 2004-07-17 2000-12-01 11.5735580
#> 373 2004-07-17 2001-01-01 11.5827471
#> 374 2004-07-17 2001-02-01 10.4720173
#> 375 2004-07-17 2001-03-01 13.6832344
#> 376 2004-07-17 2001-04-01 15.0256830
#> 377 2004-07-17 2001-05-01 17.2309134
#> 378 2004-07-17 2001-06-01 24.7436093
#> 379 2004-07-17 2001-07-01 32.1971464
#> 380 2004-07-17 2001-08-01 28.1466504
#> 381 2004-07-17 2001-09-01 26.8547346
#> 382 2004-07-17 2001-10-01 23.2762672
#> 383 2004-07-17 2001-11-01 24.0739391
#> 384 2004-07-17 2001-12-01 20.7342646
#> 385 2004-07-17 2002-01-01 15.6158324
#> 386 2004-07-17 2002-02-01 15.5067297
#> 387 2004-07-17 2002-03-01 19.2812466
#> 388 2004-07-17 2002-04-01 22.8839519
#> 389 2004-07-17 2002-05-01 26.3250771
#> 390 2004-07-17 2002-06-01 26.4944191
#> 391 2004-07-17 2002-07-01 30.1221055
#> 392 2004-07-17 2002-08-01 30.7015829
#> 393 2004-07-17 2002-09-01 31.7587850
#> 394 2004-07-17 2002-10-01 30.6869765
#> 395 2004-07-17 2002-11-01 30.7122758
#> 396 2004-07-17 2002-12-01 29.4047115
#> 397 2004-07-17 2003-01-01 24.5755777
#> 398 2004-07-17 2003-02-01 20.5110664
#> 399 2004-07-17 2003-03-01 24.6575952
#> 400 2004-07-17 2003-04-01 26.5240789
#> 401 2004-07-17 2003-05-01 31.4634714
#> 402 2004-07-17 2003-06-01 24.3711075
#> 403 2004-07-17 2003-07-01 26.4165675
#> 404 2004-07-17 2003-08-01 28.2718264
#> 405 2004-07-17 2003-09-01 28.6937743
#> 406 2004-07-17 2003-10-01 26.3545013
#> 407 2004-07-17 2003-11-01 24.0236976
#> 408 2004-07-17 2003-12-01 22.9665256
#> 409 2004-07-17 2004-01-01 18.8193554
#> 410 2004-07-17 2004-02-01 15.6914731
#> 411 2004-07-17 2004-03-01 14.8443004
#> 412 2004-07-17 2004-04-01 19.4310929
#> 413 2004-07-17 2004-05-01 23.4483811
#> 414 2004-07-17 2004-06-01 23.2809754
#> 415 2004-07-17 2004-07-01 23.1105865
#> 416 2004-07-17 2004-08-01 NA
#> 417 2004-07-17 2004-09-01 NA
#> 418 2004-07-17 2004-10-01 NA
#> 419 2004-07-17 2004-11-01 NA
#> 420 2004-07-17 2004-12-01 NA
#> 421 2004-07-17 2005-01-01 NA
#> 422 2004-07-17 2005-02-01 NA
#> 423 2004-07-17 2005-03-01 NA
#> 424 2004-07-17 2005-04-01 NA
#> 425 2004-07-17 2005-05-01 NA
#> 426 2004-07-17 2005-06-01 NA
#> 427 2004-07-17 2005-07-01 NA
#> 428 2004-07-17 2005-08-01 NA
#> 429 2004-07-17 2005-09-01 NA
#> 430 2004-07-17 2005-10-01 NA
#> 431 2004-07-17 2005-11-01 NA
#> 432 2004-07-17 2005-12-01 NA
#> 433 2004-07-17 2006-01-01 NA
#> 434 2004-07-17 2006-02-01 NA
#> 435 2004-07-17 2006-03-01 NA
#> 436 2004-07-17 2006-04-01 NA
#> 437 2004-07-17 2006-05-01 NA
#> 438 2004-07-17 2006-06-01 NA
#> 439 2004-07-17 2006-07-01 NA
#> 440 2004-07-17 2006-08-01 NA
#> 441 2004-07-17 2006-09-01 NA
#> 442 2004-07-17 2006-10-01 NA
#> 443 2004-07-17 2006-11-01 NA
#> 444 2004-07-17 2006-12-01 NA
#> 445 2004-07-17 2007-01-01 NA
#> 446 2004-07-17 2007-02-01 NA
#> 447 2004-07-17 2007-03-01 NA
#> 448 2004-07-17 2007-04-01 NA
#> 449 2004-07-17 2007-05-01 NA
#> 450 2004-07-17 2007-06-01 NA
#> 451 2004-07-17 2007-07-01 NA
#> 452 2004-07-17 2007-08-01 NA
#> 453 2004-07-17 2007-09-01 NA
#> 454 2004-07-17 2007-10-01 NA
#> 455 2004-07-17 2007-11-01 NA
#> 456 2004-07-17 2007-12-01 NA
#> 457 2004-07-17 2008-01-01 NA
#> 458 2004-07-17 2008-02-01 NA
#> 459 2004-07-17 2008-03-01 NA
#> 460 2004-07-17 2008-04-01 NA
#> 461 2004-07-17 2008-05-01 NA
#> 462 2004-07-17 2008-06-01 NA
#> 463 2004-07-17 2008-07-01 NA
#> 464 2004-07-17 2008-08-01 NA
#> 465 2004-07-17 2008-09-01 NA
#> 466 2004-07-17 2008-10-01 NA
#> 467 2004-07-17 2008-11-01 NA
#> 468 2004-07-17 2008-12-01 NA
#> 469 2004-07-17 2009-01-01 NA
#> 470 2004-07-17 2009-02-01 NA
#> 471 2004-07-17 2009-03-01 NA
#> 472 2004-07-17 2009-04-01 NA
#> 473 2004-07-17 2009-05-01 NA
#> 474 2004-07-17 2009-06-01 NA
#> 475 2004-07-17 2009-07-01 NA
#> 476 2004-07-17 2009-08-01 NA
#> 477 2004-07-17 2009-09-01 NA
#> 478 2004-07-17 2009-10-01 NA
#> 479 2004-07-17 2009-11-01 NA
#> 480 2004-07-17 2009-12-01 NA
#> 481 2004-07-31 2000-01-01 14.5809391
#> 482 2004-07-31 2000-02-01 14.8029781
#> 483 2004-07-31 2000-03-01 16.2375755
#> 484 2004-07-31 2000-04-01 13.7497498
#> 485 2004-07-31 2000-05-01 13.2802721
#> 486 2004-07-31 2000-06-01 16.6541083
#> 487 2004-07-31 2000-07-01 21.2504272
#> 488 2004-07-31 2000-08-01 16.8494385
#> 489 2004-07-31 2000-09-01 14.9541731
#> 490 2004-07-31 2000-10-01 13.2357272
#> 491 2004-07-31 2000-11-01 13.1276192
#> 492 2004-07-31 2000-12-01 11.0390242
#> 493 2004-07-31 2001-01-01 11.4048759
#> 494 2004-07-31 2001-02-01 10.3236590
#> 495 2004-07-31 2001-03-01 13.6259105
#> 496 2004-07-31 2001-04-01 14.9725763
#> 497 2004-07-31 2001-05-01 17.2401835
#> 498 2004-07-31 2001-06-01 24.9414320
#> 499 2004-07-31 2001-07-01 32.0831058
#> 500 2004-07-31 2001-08-01 27.8890980
#> 501 2004-07-31 2001-09-01 26.6131662
#> 502 2004-07-31 2001-10-01 23.4015866
#> 503 2004-07-31 2001-11-01 24.0749346
#> 504 2004-07-31 2001-12-01 20.8602683
#> 505 2004-07-31 2002-01-01 15.3581872
#> 506 2004-07-31 2002-02-01 15.5856264
#> 507 2004-07-31 2002-03-01 19.0789117
#> 508 2004-07-31 2002-04-01 23.1598210
#> 509 2004-07-31 2002-05-01 26.4488531
#> 510 2004-07-31 2002-06-01 26.7326271
#> 511 2004-07-31 2002-07-01 29.9754142
#> 512 2004-07-31 2002-08-01 30.7710049
#> 513 2004-07-31 2002-09-01 31.8256083
#> 514 2004-07-31 2002-10-01 29.6718577
#> 515 2004-07-31 2002-11-01 30.5021045
#> 516 2004-07-31 2002-12-01 30.0587247
#> 517 2004-07-31 2003-01-01 24.3405725
#> 518 2004-07-31 2003-02-01 21.5927026
#> 519 2004-07-31 2003-03-01 22.8422411
#> 520 2004-07-31 2003-04-01 27.4066404
#> 521 2004-07-31 2003-05-01 29.8571007
#> 522 2004-07-31 2003-06-01 27.3549533
#> 523 2004-07-31 2003-07-01 28.6545734
#> 524 2004-07-31 2003-08-01 29.1080524
#> 525 2004-07-31 2003-09-01 28.5689494
#> 526 2004-07-31 2003-10-01 26.7261985
#> 527 2004-07-31 2003-11-01 25.3965954
#> 528 2004-07-31 2003-12-01 23.1373804
#> 529 2004-07-31 2004-01-01 18.0625947
#> 530 2004-07-31 2004-02-01 16.8093485
#> 531 2004-07-31 2004-03-01 16.7396830
#> 532 2004-07-31 2004-04-01 19.0174772
#> 533 2004-07-31 2004-05-01 24.4862206
#> 534 2004-07-31 2004-06-01 25.3629107
#> 535 2004-07-31 2004-07-01 24.0901045
#> 536 2004-07-31 2004-08-01 NA
#> 537 2004-07-31 2004-09-01 NA
#> 538 2004-07-31 2004-10-01 NA
#> 539 2004-07-31 2004-11-01 NA
#> 540 2004-07-31 2004-12-01 NA
#> 541 2004-07-31 2005-01-01 NA
#> 542 2004-07-31 2005-02-01 NA
#> 543 2004-07-31 2005-03-01 NA
#> 544 2004-07-31 2005-04-01 NA
#> 545 2004-07-31 2005-05-01 NA
#> 546 2004-07-31 2005-06-01 NA
#> 547 2004-07-31 2005-07-01 NA
#> 548 2004-07-31 2005-08-01 NA
#> 549 2004-07-31 2005-09-01 NA
#> 550 2004-07-31 2005-10-01 NA
#> 551 2004-07-31 2005-11-01 NA
#> 552 2004-07-31 2005-12-01 NA
#> 553 2004-07-31 2006-01-01 NA
#> 554 2004-07-31 2006-02-01 NA
#> 555 2004-07-31 2006-03-01 NA
#> 556 2004-07-31 2006-04-01 NA
#> 557 2004-07-31 2006-05-01 NA
#> 558 2004-07-31 2006-06-01 NA
#> 559 2004-07-31 2006-07-01 NA
#> 560 2004-07-31 2006-08-01 NA
#> 561 2004-07-31 2006-09-01 NA
#> 562 2004-07-31 2006-10-01 NA
#> 563 2004-07-31 2006-11-01 NA
#> 564 2004-07-31 2006-12-01 NA
#> 565 2004-07-31 2007-01-01 NA
#> 566 2004-07-31 2007-02-01 NA
#> 567 2004-07-31 2007-03-01 NA
#> 568 2004-07-31 2007-04-01 NA
#> 569 2004-07-31 2007-05-01 NA
#> 570 2004-07-31 2007-06-01 NA
#> 571 2004-07-31 2007-07-01 NA
#> 572 2004-07-31 2007-08-01 NA
#> 573 2004-07-31 2007-09-01 NA
#> 574 2004-07-31 2007-10-01 NA
#> 575 2004-07-31 2007-11-01 NA
#> 576 2004-07-31 2007-12-01 NA
#> 577 2004-07-31 2008-01-01 NA
#> 578 2004-07-31 2008-02-01 NA
#> 579 2004-07-31 2008-03-01 NA
#> 580 2004-07-31 2008-04-01 NA
#> 581 2004-07-31 2008-05-01 NA
#> 582 2004-07-31 2008-06-01 NA
#> 583 2004-07-31 2008-07-01 NA
#> 584 2004-07-31 2008-08-01 NA
#> 585 2004-07-31 2008-09-01 NA
#> 586 2004-07-31 2008-10-01 NA
#> 587 2004-07-31 2008-11-01 NA
#> 588 2004-07-31 2008-12-01 NA
#> 589 2004-07-31 2009-01-01 NA
#> 590 2004-07-31 2009-02-01 NA
#> 591 2004-07-31 2009-03-01 NA
#> 592 2004-07-31 2009-04-01 NA
#> 593 2004-07-31 2009-05-01 NA
#> 594 2004-07-31 2009-06-01 NA
#> 595 2004-07-31 2009-07-01 NA
#> 596 2004-07-31 2009-08-01 NA
#> 597 2004-07-31 2009-09-01 NA
#> 598 2004-07-31 2009-10-01 NA
#> 599 2004-07-31 2009-11-01 NA
#> 600 2004-07-31 2009-12-01 NA
#> 601 2004-10-10 2000-01-01 14.6946325
#> 602 2004-10-10 2000-02-01 14.6058502
#> 603 2004-10-10 2000-03-01 16.1203075
#> 604 2004-10-10 2000-04-01 13.9095064
#> 605 2004-10-10 2000-05-01 13.4433084
#> 606 2004-10-10 2000-06-01 16.8060990
#> 607 2004-10-10 2000-07-01 21.3491591
#> 608 2004-10-10 2000-08-01 16.7487463
#> 609 2004-10-10 2000-09-01 15.0570022
#> 610 2004-10-10 2000-10-01 13.1484992
#> 611 2004-10-10 2000-11-01 12.9856119
#> 612 2004-10-10 2000-12-01 11.2401108
#> 613 2004-10-10 2001-01-01 11.7299045
#> 614 2004-10-10 2001-02-01 10.3835025
#> 615 2004-10-10 2001-03-01 13.6692491
#> 616 2004-10-10 2001-04-01 14.8518750
#> 617 2004-10-10 2001-05-01 17.1522132
#> 618 2004-10-10 2001-06-01 24.9806600
#> 619 2004-10-10 2001-07-01 32.3064808
#> 620 2004-10-10 2001-08-01 27.8197190
#> 621 2004-10-10 2001-09-01 26.6896318
#> 622 2004-10-10 2001-10-01 23.1434903
#> 623 2004-10-10 2001-11-01 23.8894912
#> 624 2004-10-10 2001-12-01 20.9022017
#> 625 2004-10-10 2002-01-01 15.4935405
#> 626 2004-10-10 2002-02-01 15.5833565
#> 627 2004-10-10 2002-03-01 19.0820048
#> 628 2004-10-10 2002-04-01 23.1612458
#> 629 2004-10-10 2002-05-01 26.3613773
#> 630 2004-10-10 2002-06-01 26.6345987
#> 631 2004-10-10 2002-07-01 29.8203739
#> 632 2004-10-10 2002-08-01 30.8739344
#> 633 2004-10-10 2002-09-01 31.5606573
#> 634 2004-10-10 2002-10-01 29.8757411
#> 635 2004-10-10 2002-11-01 30.6951056
#> 636 2004-10-10 2002-12-01 28.8325568
#> 637 2004-10-10 2003-01-01 24.6985570
#> 638 2004-10-10 2003-02-01 21.0373726
#> 639 2004-10-10 2003-03-01 22.3611170
#> 640 2004-10-10 2003-04-01 27.1237833
#> 641 2004-10-10 2003-05-01 29.8745122
#> 642 2004-10-10 2003-06-01 27.3763310
#> 643 2004-10-10 2003-07-01 28.3490460
#> 644 2004-10-10 2003-08-01 29.5033085
#> 645 2004-10-10 2003-09-01 28.6634341
#> 646 2004-10-10 2003-10-01 27.2778764
#> 647 2004-10-10 2003-11-01 25.4104573
#> 648 2004-10-10 2003-12-01 22.8088303
#> 649 2004-10-10 2004-01-01 18.7060251
#> 650 2004-10-10 2004-02-01 16.3872103
#> 651 2004-10-10 2004-03-01 15.5693123
#> 652 2004-10-10 2004-04-01 19.4149832
#> 653 2004-10-10 2004-05-01 23.8591706
#> 654 2004-10-10 2004-06-01 24.2581876
#> 655 2004-10-10 2004-07-01 23.3779247
#> 656 2004-10-10 2004-08-01 18.0749625
#> 657 2004-10-10 2004-09-01 14.2343834
#> 658 2004-10-10 2004-10-01 11.4680002
#> 659 2004-10-10 2004-11-01 NA
#> 660 2004-10-10 2004-12-01 NA
#> 661 2004-10-10 2005-01-01 NA
#> 662 2004-10-10 2005-02-01 NA
#> 663 2004-10-10 2005-03-01 NA
#> 664 2004-10-10 2005-04-01 NA
#> 665 2004-10-10 2005-05-01 NA
#> 666 2004-10-10 2005-06-01 NA
#> 667 2004-10-10 2005-07-01 NA
#> 668 2004-10-10 2005-08-01 NA
#> 669 2004-10-10 2005-09-01 NA
#> 670 2004-10-10 2005-10-01 NA
#> 671 2004-10-10 2005-11-01 NA
#> 672 2004-10-10 2005-12-01 NA
#> 673 2004-10-10 2006-01-01 NA
#> 674 2004-10-10 2006-02-01 NA
#> 675 2004-10-10 2006-03-01 NA
#> 676 2004-10-10 2006-04-01 NA
#> 677 2004-10-10 2006-05-01 NA
#> 678 2004-10-10 2006-06-01 NA
#> 679 2004-10-10 2006-07-01 NA
#> 680 2004-10-10 2006-08-01 NA
#> 681 2004-10-10 2006-09-01 NA
#> 682 2004-10-10 2006-10-01 NA
#> 683 2004-10-10 2006-11-01 NA
#> 684 2004-10-10 2006-12-01 NA
#> 685 2004-10-10 2007-01-01 NA
#> 686 2004-10-10 2007-02-01 NA
#> 687 2004-10-10 2007-03-01 NA
#> 688 2004-10-10 2007-04-01 NA
#> 689 2004-10-10 2007-05-01 NA
#> 690 2004-10-10 2007-06-01 NA
#> 691 2004-10-10 2007-07-01 NA
#> 692 2004-10-10 2007-08-01 NA
#> 693 2004-10-10 2007-09-01 NA
#> 694 2004-10-10 2007-10-01 NA
#> 695 2004-10-10 2007-11-01 NA
#> 696 2004-10-10 2007-12-01 NA
#> 697 2004-10-10 2008-01-01 NA
#> 698 2004-10-10 2008-02-01 NA
#> 699 2004-10-10 2008-03-01 NA
#> 700 2004-10-10 2008-04-01 NA
#> 701 2004-10-10 2008-05-01 NA
#> 702 2004-10-10 2008-06-01 NA
#> 703 2004-10-10 2008-07-01 NA
#> 704 2004-10-10 2008-08-01 NA
#> 705 2004-10-10 2008-09-01 NA
#> 706 2004-10-10 2008-10-01 NA
#> 707 2004-10-10 2008-11-01 NA
#> 708 2004-10-10 2008-12-01 NA
#> 709 2004-10-10 2009-01-01 NA
#> 710 2004-10-10 2009-02-01 NA
#> 711 2004-10-10 2009-03-01 NA
#> 712 2004-10-10 2009-04-01 NA
#> 713 2004-10-10 2009-05-01 NA
#> 714 2004-10-10 2009-06-01 NA
#> 715 2004-10-10 2009-07-01 NA
#> 716 2004-10-10 2009-08-01 NA
#> 717 2004-10-10 2009-09-01 NA
#> 718 2004-10-10 2009-10-01 NA
#> 719 2004-10-10 2009-11-01 NA
#> 720 2004-10-10 2009-12-01 NA
#> 721 2006-04-07 2000-01-01 14.6240941
#> 722 2006-04-07 2000-02-01 14.5140695
#> 723 2006-04-07 2000-03-01 16.1702823
#> 724 2006-04-07 2000-04-01 13.8481352
#> 725 2006-04-07 2000-05-01 13.3707685
#> 726 2006-04-07 2000-06-01 16.8142252
#> 727 2006-04-07 2000-07-01 21.2603505
#> 728 2006-04-07 2000-08-01 16.7410435
#> 729 2006-04-07 2000-09-01 15.0126538
#> 730 2006-04-07 2000-10-01 13.1050014
#> 731 2006-04-07 2000-11-01 12.9902558
#> 732 2006-04-07 2000-12-01 11.1744162
#> 733 2006-04-07 2001-01-01 11.6667949
#> 734 2006-04-07 2001-02-01 10.3585588
#> 735 2006-04-07 2001-03-01 13.6121032
#> 736 2006-04-07 2001-04-01 14.8111661
#> 737 2006-04-07 2001-05-01 17.0928168
#> 738 2006-04-07 2001-06-01 24.9756888
#> 739 2006-04-07 2001-07-01 32.4300281
#> 740 2006-04-07 2001-08-01 27.7457658
#> 741 2006-04-07 2001-09-01 26.8146231
#> 742 2006-04-07 2001-10-01 23.1880201
#> 743 2006-04-07 2001-11-01 23.9974762
#> 744 2006-04-07 2001-12-01 20.8892044
#> 745 2006-04-07 2002-01-01 15.4923746
#> 746 2006-04-07 2002-02-01 15.6792097
#> 747 2006-04-07 2002-03-01 19.1412629
#> 748 2006-04-07 2002-04-01 23.1652495
#> 749 2006-04-07 2002-05-01 26.3750133
#> 750 2006-04-07 2002-06-01 26.5394582
#> 751 2006-04-07 2002-07-01 29.8810432
#> 752 2006-04-07 2002-08-01 30.9215689
#> 753 2006-04-07 2002-09-01 31.6902214
#> 754 2006-04-07 2002-10-01 29.7968291
#> 755 2006-04-07 2002-11-01 30.3799681
#> 756 2006-04-07 2002-12-01 29.5466234
#> 757 2006-04-07 2003-01-01 24.6841639
#> 758 2006-04-07 2003-02-01 20.7256359
#> 759 2006-04-07 2003-03-01 22.6037213
#> 760 2006-04-07 2003-04-01 27.0982265
#> 761 2006-04-07 2003-05-01 29.9191607
#> 762 2006-04-07 2003-06-01 26.8596720
#> 763 2006-04-07 2003-07-01 28.1452197
#> 764 2006-04-07 2003-08-01 29.2790350
#> 765 2006-04-07 2003-09-01 28.6821648
#> 766 2006-04-07 2003-10-01 26.8997084
#> 767 2006-04-07 2003-11-01 25.5696084
#> 768 2006-04-07 2003-12-01 22.7966566
#> 769 2006-04-07 2004-01-01 18.5483900
#> 770 2006-04-07 2004-02-01 16.5781673
#> 771 2006-04-07 2004-03-01 15.8298193
#> 772 2006-04-07 2004-04-01 18.9381655
#> 773 2006-04-07 2004-05-01 24.0686543
#> 774 2006-04-07 2004-06-01 24.5225878
#> 775 2006-04-07 2004-07-01 23.3669974
#> 776 2006-04-07 2004-08-01 20.1052092
#> 777 2006-04-07 2004-09-01 15.7604014
#> 778 2006-04-07 2004-10-01 11.2857575
#> 779 2006-04-07 2004-11-01 6.4884550
#> 780 2006-04-07 2004-12-01 6.7306604
#> 781 2006-04-07 2005-01-01 3.3403612
#> 782 2006-04-07 2005-02-01 5.3169674
#> 783 2006-04-07 2005-03-01 14.5859590
#> 784 2006-04-07 2005-04-01 10.7456490
#> 785 2006-04-07 2005-05-01 14.7384791
#> 786 2006-04-07 2005-06-01 13.5162341
#> 787 2006-04-07 2005-07-01 6.9634622
#> 788 2006-04-07 2005-08-01 0.1617337
#> 789 2006-04-07 2005-09-01 -2.5139002
#> 790 2006-04-07 2005-10-01 -10.2008374
#> 791 2006-04-07 2005-11-01 -16.1575071
#> 792 2006-04-07 2005-12-01 -13.8591577
#> 793 2006-04-07 2006-01-01 -14.7888640
#> 794 2006-04-07 2006-02-01 -17.1166932
#> 795 2006-04-07 2006-03-01 -13.5070711
#> 796 2006-04-07 2006-04-01 -6.8723220
#> 797 2006-04-07 2006-05-01 NA
#> 798 2006-04-07 2006-06-01 NA
#> 799 2006-04-07 2006-07-01 NA
#> 800 2006-04-07 2006-08-01 NA
#> 801 2006-04-07 2006-09-01 NA
#> 802 2006-04-07 2006-10-01 NA
#> 803 2006-04-07 2006-11-01 NA
#> 804 2006-04-07 2006-12-01 NA
#> 805 2006-04-07 2007-01-01 NA
#> 806 2006-04-07 2007-02-01 NA
#> 807 2006-04-07 2007-03-01 NA
#> 808 2006-04-07 2007-04-01 NA
#> 809 2006-04-07 2007-05-01 NA
#> 810 2006-04-07 2007-06-01 NA
#> 811 2006-04-07 2007-07-01 NA
#> 812 2006-04-07 2007-08-01 NA
#> 813 2006-04-07 2007-09-01 NA
#> 814 2006-04-07 2007-10-01 NA
#> 815 2006-04-07 2007-11-01 NA
#> 816 2006-04-07 2007-12-01 NA
#> 817 2006-04-07 2008-01-01 NA
#> 818 2006-04-07 2008-02-01 NA
#> 819 2006-04-07 2008-03-01 NA
#> 820 2006-04-07 2008-04-01 NA
#> 821 2006-04-07 2008-05-01 NA
#> 822 2006-04-07 2008-06-01 NA
#> 823 2006-04-07 2008-07-01 NA
#> 824 2006-04-07 2008-08-01 NA
#> 825 2006-04-07 2008-09-01 NA
#> 826 2006-04-07 2008-10-01 NA
#> 827 2006-04-07 2008-11-01 NA
#> 828 2006-04-07 2008-12-01 NA
#> 829 2006-04-07 2009-01-01 NA
#> 830 2006-04-07 2009-02-01 NA
#> 831 2006-04-07 2009-03-01 NA
#> 832 2006-04-07 2009-04-01 NA
#> 833 2006-04-07 2009-05-01 NA
#> 834 2006-04-07 2009-06-01 NA
#> 835 2006-04-07 2009-07-01 NA
#> 836 2006-04-07 2009-08-01 NA
#> 837 2006-04-07 2009-09-01 NA
#> 838 2006-04-07 2009-10-01 NA
#> 839 2006-04-07 2009-11-01 NA
#> 840 2006-04-07 2009-12-01 NA
#> 841 2007-10-10 2000-01-01 14.6024300
#> 842 2007-10-10 2000-02-01 14.6018796
#> 843 2007-10-10 2000-03-01 16.1904316
#> 844 2007-10-10 2000-04-01 13.8900463
#> 845 2007-10-10 2000-05-01 13.3593172
#> 846 2007-10-10 2000-06-01 16.7543763
#> 847 2007-10-10 2000-07-01 21.2762164
#> 848 2007-10-10 2000-08-01 16.7700873
#> 849 2007-10-10 2000-09-01 14.9727108
#> 850 2007-10-10 2000-10-01 13.2095157
#> 851 2007-10-10 2000-11-01 12.9911129
#> 852 2007-10-10 2000-12-01 11.2487032
#> 853 2007-10-10 2001-01-01 11.7120430
#> 854 2007-10-10 2001-02-01 10.3527300
#> 855 2007-10-10 2001-03-01 13.6133067
#> 856 2007-10-10 2001-04-01 14.7586483
#> 857 2007-10-10 2001-05-01 17.0670329
#> 858 2007-10-10 2001-06-01 24.9687193
#> 859 2007-10-10 2001-07-01 32.3901070
#> 860 2007-10-10 2001-08-01 27.7653693
#> 861 2007-10-10 2001-09-01 26.7327354
#> 862 2007-10-10 2001-10-01 23.1911003
#> 863 2007-10-10 2001-11-01 23.9464752
#> 864 2007-10-10 2001-12-01 20.8998547
#> 865 2007-10-10 2002-01-01 15.5076841
#> 866 2007-10-10 2002-02-01 15.6396941
#> 867 2007-10-10 2002-03-01 19.1263919
#> 868 2007-10-10 2002-04-01 23.2071608
#> 869 2007-10-10 2002-05-01 26.4536048
#> 870 2007-10-10 2002-06-01 26.6333282
#> 871 2007-10-10 2002-07-01 29.8497025
#> 872 2007-10-10 2002-08-01 30.9161746
#> 873 2007-10-10 2002-09-01 31.7057504
#> 874 2007-10-10 2002-10-01 29.9720480
#> 875 2007-10-10 2002-11-01 30.5864899
#> 876 2007-10-10 2002-12-01 29.4647122
#> 877 2007-10-10 2003-01-01 24.7746667
#> 878 2007-10-10 2003-02-01 20.9071388
#> 879 2007-10-10 2003-03-01 22.6314942
#> 880 2007-10-10 2003-04-01 27.0524196
#> 881 2007-10-10 2003-05-01 29.5925300
#> 882 2007-10-10 2003-06-01 26.8847178
#> 883 2007-10-10 2003-07-01 28.0406622
#> 884 2007-10-10 2003-08-01 29.2382868
#> 885 2007-10-10 2003-09-01 28.7391534
#> 886 2007-10-10 2003-10-01 26.8883664
#> 887 2007-10-10 2003-11-01 25.5449317
#> 888 2007-10-10 2003-12-01 22.6889553
#> 889 2007-10-10 2004-01-01 18.4577257
#> 890 2007-10-10 2004-02-01 16.4462524
#> 891 2007-10-10 2004-03-01 15.8100853
#> 892 2007-10-10 2004-04-01 19.0463640
#> 893 2007-10-10 2004-05-01 23.9675972
#> 894 2007-10-10 2004-06-01 24.4605578
#> 895 2007-10-10 2004-07-01 23.4330092
#> 896 2007-10-10 2004-08-01 20.2103496
#> 897 2007-10-10 2004-09-01 16.2092446
#> 898 2007-10-10 2004-10-01 11.6029365
#> 899 2007-10-10 2004-11-01 4.8904412
#> 900 2007-10-10 2004-12-01 8.3528025
#> 901 2007-10-10 2005-01-01 7.5079892
#> 902 2007-10-10 2005-02-01 7.2547549
#> 903 2007-10-10 2005-03-01 10.4865698
#> 904 2007-10-10 2005-04-01 14.4219540
#> 905 2007-10-10 2005-05-01 13.7491111
#> 906 2007-10-10 2005-06-01 11.4868838
#> 907 2007-10-10 2005-07-01 7.3369634
#> 908 2007-10-10 2005-08-01 -0.7942733
#> 909 2007-10-10 2005-09-01 -2.6896441
#> 910 2007-10-10 2005-10-01 -8.5765008
#> 911 2007-10-10 2005-11-01 -12.7152162
#> 912 2007-10-10 2005-12-01 -14.6349209
#> 913 2007-10-10 2006-01-01 -17.0109506
#> 914 2007-10-10 2006-02-01 -16.0544840
#> 915 2007-10-10 2006-03-01 -12.9689787
#> 916 2007-10-10 2006-04-01 -7.2089622
#> 917 2007-10-10 2006-05-01 -1.6344609
#> 918 2007-10-10 2006-06-01 -6.1805276
#> 919 2007-10-10 2006-07-01 -10.5009110
#> 920 2007-10-10 2006-08-01 -17.5880301
#> 921 2007-10-10 2006-09-01 -16.9811857
#> 922 2007-10-10 2006-10-01 -15.9618168
#> 923 2007-10-10 2006-11-01 -27.6657732
#> 924 2007-10-10 2006-12-01 -28.1916679
#> 925 2007-10-10 2007-01-01 -30.5345092
#> 926 2007-10-10 2007-02-01 -28.1307575
#> 927 2007-10-10 2007-03-01 -26.9947780
#> 928 2007-10-10 2007-04-01 -23.1574413
#> 929 2007-10-10 2007-05-01 -29.0213703
#> 930 2007-10-10 2007-06-01 -26.3258309
#> 931 2007-10-10 2007-07-01 -34.6848367
#> 932 2007-10-10 2007-08-01 -38.9708789
#> 933 2007-10-10 2007-09-01 -45.1594909
#> 934 2007-10-10 2007-10-01 -54.9979032
#> 935 2007-10-10 2007-11-01 NA
#> 936 2007-10-10 2007-12-01 NA
#> 937 2007-10-10 2008-01-01 NA
#> 938 2007-10-10 2008-02-01 NA
#> 939 2007-10-10 2008-03-01 NA
#> 940 2007-10-10 2008-04-01 NA
#> 941 2007-10-10 2008-05-01 NA
#> 942 2007-10-10 2008-06-01 NA
#> 943 2007-10-10 2008-07-01 NA
#> 944 2007-10-10 2008-08-01 NA
#> 945 2007-10-10 2008-09-01 NA
#> 946 2007-10-10 2008-10-01 NA
#> 947 2007-10-10 2008-11-01 NA
#> 948 2007-10-10 2008-12-01 NA
#> 949 2007-10-10 2009-01-01 NA
#> 950 2007-10-10 2009-02-01 NA
#> 951 2007-10-10 2009-03-01 NA
#> 952 2007-10-10 2009-04-01 NA
#> 953 2007-10-10 2009-05-01 NA
#> 954 2007-10-10 2009-06-01 NA
#> 955 2007-10-10 2009-07-01 NA
#> 956 2007-10-10 2009-08-01 NA
#> 957 2007-10-10 2009-09-01 NA
#> 958 2007-10-10 2009-10-01 NA
#> 959 2007-10-10 2009-11-01 NA
#> 960 2007-10-10 2009-12-01 NA
#> 961 2008-06-12 2000-01-01 14.6286648
#> 962 2008-06-12 2000-02-01 14.5639118
#> 963 2008-06-12 2000-03-01 16.1819247
#> 964 2008-06-12 2000-04-01 13.8621012
#> 965 2008-06-12 2000-05-01 13.3611780
#> 966 2008-06-12 2000-06-01 16.7607672
#> 967 2008-06-12 2000-07-01 21.2580804
#> 968 2008-06-12 2000-08-01 16.7543671
#> 969 2008-06-12 2000-09-01 15.0105788
#> 970 2008-06-12 2000-10-01 13.1839714
#> 971 2008-06-12 2000-11-01 13.0132236
#> 972 2008-06-12 2000-12-01 11.2374827
#> 973 2008-06-12 2001-01-01 11.7039368
#> 974 2008-06-12 2001-02-01 10.3621682
#> 975 2008-06-12 2001-03-01 13.6043201
#> 976 2008-06-12 2001-04-01 14.7659399
#> 977 2008-06-12 2001-05-01 17.0627603
#> 978 2008-06-12 2001-06-01 24.9880445
#> 979 2008-06-12 2001-07-01 32.3640704
#> 980 2008-06-12 2001-08-01 27.7858681
#> 981 2008-06-12 2001-09-01 26.7591287
#> 982 2008-06-12 2001-10-01 23.1865202
#> 983 2008-06-12 2001-11-01 23.9882778
#> 984 2008-06-12 2001-12-01 20.9136288
#> 985 2008-06-12 2002-01-01 15.5041041
#> 986 2008-06-12 2002-02-01 15.6343318
#> 987 2008-06-12 2002-03-01 19.1013166
#> 988 2008-06-12 2002-04-01 23.1943350
#> 989 2008-06-12 2002-05-01 26.4278638
#> 990 2008-06-12 2002-06-01 26.5971929
#> 991 2008-06-12 2002-07-01 29.8364803
#> 992 2008-06-12 2002-08-01 30.8798421
#> 993 2008-06-12 2002-09-01 31.7606996
#> 994 2008-06-12 2002-10-01 29.8631320
#> 995 2008-06-12 2002-11-01 30.5378347
#> 996 2008-06-12 2002-12-01 29.4625705
#> 997 2008-06-12 2003-01-01 24.6919521
#> 998 2008-06-12 2003-02-01 20.9088331
#> 999 2008-06-12 2003-03-01 22.5050380
#> 1000 2008-06-12 2003-04-01 27.0659455
#> 1001 2008-06-12 2003-05-01 29.6687368
#> 1002 2008-06-12 2003-06-01 26.8559834
#> 1003 2008-06-12 2003-07-01 28.0440743
#> 1004 2008-06-12 2003-08-01 29.3458320
#> 1005 2008-06-12 2003-09-01 28.6895293
#> 1006 2008-06-12 2003-10-01 26.8177020
#> 1007 2008-06-12 2003-11-01 25.6032230
#> 1008 2008-06-12 2003-12-01 22.7001235
#> 1009 2008-06-12 2004-01-01 18.4864656
#> 1010 2008-06-12 2004-02-01 16.4259717
#> 1011 2008-06-12 2004-03-01 15.8184249
#> 1012 2008-06-12 2004-04-01 19.0484449
#> 1013 2008-06-12 2004-05-01 23.9832042
#> 1014 2008-06-12 2004-06-01 24.4815493
#> 1015 2008-06-12 2004-07-01 23.3886002
#> 1016 2008-06-12 2004-08-01 21.0186032
#> 1017 2008-06-12 2004-09-01 16.2353476
#> 1018 2008-06-12 2004-10-01 11.6056001
#> 1019 2008-06-12 2004-11-01 5.1348335
#> 1020 2008-06-12 2004-12-01 6.4821447
#> 1021 2008-06-12 2005-01-01 8.0038193
#> 1022 2008-06-12 2005-02-01 7.1909840
#> 1023 2008-06-12 2005-03-01 10.1871744
#> 1024 2008-06-12 2005-04-01 12.8677550
#> 1025 2008-06-12 2005-05-01 14.0191897
#> 1026 2008-06-12 2005-06-01 12.3896521
#> 1027 2008-06-12 2005-07-01 7.0056122
#> 1028 2008-06-12 2005-08-01 -0.8003079
#> 1029 2008-06-12 2005-09-01 -3.3013761
#> 1030 2008-06-12 2005-10-01 -10.0902175
#> 1031 2008-06-12 2005-11-01 -14.6719683
#> 1032 2008-06-12 2005-12-01 -15.3064998
#> 1033 2008-06-12 2006-01-01 -16.2833325
#> 1034 2008-06-12 2006-02-01 -14.9563952
#> 1035 2008-06-12 2006-03-01 -13.2052507
#> 1036 2008-06-12 2006-04-01 -6.3595431
#> 1037 2008-06-12 2006-05-01 -2.7903489
#> 1038 2008-06-12 2006-06-01 -6.5524543
#> 1039 2008-06-12 2006-07-01 -12.3741835
#> 1040 2008-06-12 2006-08-01 -14.2732469
#> 1041 2008-06-12 2006-09-01 -16.7091401
#> 1042 2008-06-12 2006-10-01 -19.7962704
#> 1043 2008-06-12 2006-11-01 -24.4987071
#> 1044 2008-06-12 2006-12-01 -27.0077050
#> 1045 2008-06-12 2007-01-01 -29.7271126
#> 1046 2008-06-12 2007-02-01 -30.1769269
#> 1047 2008-06-12 2007-03-01 -28.6621280
#> 1048 2008-06-12 2007-04-01 -22.9071694
#> 1049 2008-06-12 2007-05-01 -26.2247436
#> 1050 2008-06-12 2007-06-01 -25.0179489
#> 1051 2008-06-12 2007-07-01 -34.0249027
#> 1052 2008-06-12 2007-08-01 -38.4979217
#> 1053 2008-06-12 2007-09-01 -47.8135028
#> 1054 2008-06-12 2007-10-01 -51.0434993
#> 1055 2008-06-12 2007-11-01 -60.7521822
#> 1056 2008-06-12 2007-12-01 -62.1401190
#> 1057 2008-06-12 2008-01-01 -70.5136325
#> 1058 2008-06-12 2008-02-01 -70.2944544
#> 1059 2008-06-12 2008-03-01 -64.1068260
#> 1060 2008-06-12 2008-04-01 -54.7884091
#> 1061 2008-06-12 2008-05-01 -63.7618645
#> 1062 2008-06-12 2008-06-01 -63.8990422
#> 1063 2008-06-12 2008-07-01 NA
#> 1064 2008-06-12 2008-08-01 NA
#> 1065 2008-06-12 2008-09-01 NA
#> 1066 2008-06-12 2008-10-01 NA
#> 1067 2008-06-12 2008-11-01 NA
#> 1068 2008-06-12 2008-12-01 NA
#> 1069 2008-06-12 2009-01-01 NA
#> 1070 2008-06-12 2009-02-01 NA
#> 1071 2008-06-12 2009-03-01 NA
#> 1072 2008-06-12 2009-04-01 NA
#> 1073 2008-06-12 2009-05-01 NA
#> 1074 2008-06-12 2009-06-01 NA
#> 1075 2008-06-12 2009-07-01 NA
#> 1076 2008-06-12 2009-08-01 NA
#> 1077 2008-06-12 2009-09-01 NA
#> 1078 2008-06-12 2009-10-01 NA
#> 1079 2008-06-12 2009-11-01 NA
#> 1080 2008-06-12 2009-12-01 NA
#> 1081 2009-04-28 2000-01-01 14.6230758
#> 1082 2009-04-28 2000-02-01 14.5734263
#> 1083 2009-04-28 2000-03-01 16.1802930
#> 1084 2009-04-28 2000-04-01 13.8690786
#> 1085 2009-04-28 2000-05-01 13.3704459
#> 1086 2009-04-28 2000-06-01 16.7662240
#> 1087 2009-04-28 2000-07-01 21.2623744
#> 1088 2009-04-28 2000-08-01 16.7448547
#> 1089 2009-04-28 2000-09-01 15.0113291
#> 1090 2009-04-28 2000-10-01 13.1863712
#> 1091 2009-04-28 2000-11-01 12.9971210
#> 1092 2009-04-28 2000-12-01 11.2350078
#> 1093 2009-04-28 2001-01-01 11.6968817
#> 1094 2009-04-28 2001-02-01 10.3623514
#> 1095 2009-04-28 2001-03-01 13.6046201
#> 1096 2009-04-28 2001-04-01 14.7732493
#> 1097 2009-04-28 2001-05-01 17.0733303
#> 1098 2009-04-28 2001-06-01 24.9781211
#> 1099 2009-04-28 2001-07-01 32.3651079
#> 1100 2009-04-28 2001-08-01 27.7733143
#> 1101 2009-04-28 2001-09-01 26.7678781
#> 1102 2009-04-28 2001-10-01 23.1843484
#> 1103 2009-04-28 2001-11-01 23.9681570
#> 1104 2009-04-28 2001-12-01 20.8975445
#> 1105 2009-04-28 2002-01-01 15.4943257
#> 1106 2009-04-28 2002-02-01 15.6342699
#> 1107 2009-04-28 2002-03-01 19.0948874
#> 1108 2009-04-28 2002-04-01 23.1944270
#> 1109 2009-04-28 2002-05-01 26.4323584
#> 1110 2009-04-28 2002-06-01 26.6095871
#> 1111 2009-04-28 2002-07-01 29.8318841
#> 1112 2009-04-28 2002-08-01 30.8869150
#> 1113 2009-04-28 2002-09-01 31.7409032
#> 1114 2009-04-28 2002-10-01 29.8401424
#> 1115 2009-04-28 2002-11-01 30.5046707
#> 1116 2009-04-28 2002-12-01 29.4607493
#> 1117 2009-04-28 2003-01-01 24.7153358
#> 1118 2009-04-28 2003-02-01 20.8613339
#> 1119 2009-04-28 2003-03-01 22.5632164
#> 1120 2009-04-28 2003-04-01 27.0822008
#> 1121 2009-04-28 2003-05-01 29.6499841
#> 1122 2009-04-28 2003-06-01 26.8737602
#> 1123 2009-04-28 2003-07-01 28.0602112
#> 1124 2009-04-28 2003-08-01 29.3371350
#> 1125 2009-04-28 2003-09-01 28.7384976
#> 1126 2009-04-28 2003-10-01 26.8012475
#> 1127 2009-04-28 2003-11-01 25.5680546
#> 1128 2009-04-28 2003-12-01 22.6591730
#> 1129 2009-04-28 2004-01-01 18.4798007
#> 1130 2009-04-28 2004-02-01 16.4080562
#> 1131 2009-04-28 2004-03-01 15.8403961
#> 1132 2009-04-28 2004-04-01 19.0869410
#> 1133 2009-04-28 2004-05-01 24.0073966
#> 1134 2009-04-28 2004-06-01 24.4364265
#> 1135 2009-04-28 2004-07-01 23.3698010
#> 1136 2009-04-28 2004-08-01 21.2096814
#> 1137 2009-04-28 2004-09-01 16.2232807
#> 1138 2009-04-28 2004-10-01 11.5165057
#> 1139 2009-04-28 2004-11-01 6.6232121
#> 1140 2009-04-28 2004-12-01 6.5545735
#> 1141 2009-04-28 2005-01-01 7.0095021
#> 1142 2009-04-28 2005-02-01 7.0149618
#> 1143 2009-04-28 2005-03-01 10.2100549
#> 1144 2009-04-28 2005-04-01 13.6879515
#> 1145 2009-04-28 2005-05-01 13.6282688
#> 1146 2009-04-28 2005-06-01 11.7681196
#> 1147 2009-04-28 2005-07-01 7.0788173
#> 1148 2009-04-28 2005-08-01 -0.6966474
#> 1149 2009-04-28 2005-09-01 -3.6740941
#> 1150 2009-04-28 2005-10-01 -10.0268979
#> 1151 2009-04-28 2005-11-01 -14.8274795
#> 1152 2009-04-28 2005-12-01 -15.0829814
#> 1153 2009-04-28 2006-01-01 -16.2350701
#> 1154 2009-04-28 2006-02-01 -15.0517397
#> 1155 2009-04-28 2006-03-01 -12.4276844
#> 1156 2009-04-28 2006-04-01 -6.2645469
#> 1157 2009-04-28 2006-05-01 -4.5540710
#> 1158 2009-04-28 2006-06-01 -5.7459988
#> 1159 2009-04-28 2006-07-01 -12.8782056
#> 1160 2009-04-28 2006-08-01 -12.4865333
#> 1161 2009-04-28 2006-09-01 -16.9770064
#> 1162 2009-04-28 2006-10-01 -19.7121136
#> 1163 2009-04-28 2006-11-01 -25.2839527
#> 1164 2009-04-28 2006-12-01 -29.7650133
#> 1165 2009-04-28 2007-01-01 -31.9916893
#> 1166 2009-04-28 2007-02-01 -29.9766652
#> 1167 2009-04-28 2007-03-01 -27.7778557
#> 1168 2009-04-28 2007-04-01 -22.5811679
#> 1169 2009-04-28 2007-05-01 -25.5784076
#> 1170 2009-04-28 2007-06-01 -25.4121985
#> 1171 2009-04-28 2007-07-01 -32.6461897
#> 1172 2009-04-28 2007-08-01 -38.2211579
#> 1173 2009-04-28 2007-09-01 -46.7889111
#> 1174 2009-04-28 2007-10-01 -52.7220492
#> 1175 2009-04-28 2007-11-01 -58.3721302
#> 1176 2009-04-28 2007-12-01 -63.7616961
#> 1177 2009-04-28 2008-01-01 -70.8659142
#> 1178 2009-04-28 2008-02-01 -67.2727962
#> 1179 2009-04-28 2008-03-01 -64.8656307
#> 1180 2009-04-28 2008-04-01 -54.2029222
#> 1181 2009-04-28 2008-05-01 -61.5227810
#> 1182 2009-04-28 2008-06-01 -64.3390534
#> 1183 2009-04-28 2008-07-01 -71.7164161
#> 1184 2009-04-28 2008-08-01 -72.7325253
#> 1185 2009-04-28 2008-09-01 -79.9020238
#> 1186 2009-04-28 2008-10-01 -88.7481841
#> 1187 2009-04-28 2008-11-01 -97.3901635
#> 1188 2009-04-28 2008-12-01 -101.7624186
#> 1189 2009-04-28 2009-01-01 -108.2506970
#> 1190 2009-04-28 2009-02-01 -108.2585647
#> 1191 2009-04-28 2009-03-01 -103.4336343
#> 1192 2009-04-28 2009-04-01 -95.5279166
#> 1193 2009-04-28 2009-05-01 NA
#> 1194 2009-04-28 2009-06-01 NA
#> 1195 2009-04-28 2009-07-01 NA
#> 1196 2009-04-28 2009-08-01 NA
#> 1197 2009-04-28 2009-09-01 NA
#> 1198 2009-04-28 2009-10-01 NA
#> 1199 2009-04-28 2009-11-01 NA
#> 1200 2009-04-28 2009-12-01 NA
simulate_long(periodicity = 4L, n_period = 5L * 4L)
#> rev_date time_period obs_values
#> 1 2013-01-09 2012-01-01 8.539199
#> 2 2013-01-09 2012-04-01 8.210988
#> 3 2013-01-09 2012-07-01 1.049055
#> 4 2013-01-09 2012-10-01 6.684189
#> 5 2013-01-09 2013-01-01 4.362663
#> 6 2013-01-09 2013-04-01 NA
#> 7 2013-01-09 2013-07-01 NA
#> 8 2013-01-09 2013-10-01 NA
#> 9 2013-01-09 2014-01-01 NA
#> 10 2013-01-09 2014-04-01 NA
#> 11 2013-01-09 2014-07-01 NA
#> 12 2013-01-09 2014-10-01 NA
#> 13 2013-01-09 2015-01-01 NA
#> 14 2013-01-09 2015-04-01 NA
#> 15 2013-01-09 2015-07-01 NA
#> 16 2013-01-09 2015-10-01 NA
#> 17 2013-01-09 2016-01-01 NA
#> 18 2013-01-09 2016-04-01 NA
#> 19 2013-01-09 2016-07-01 NA
#> 20 2013-01-09 2016-10-01 NA
#> 21 2013-01-15 2012-01-01 7.957332
#> 22 2013-01-15 2012-04-01 6.004635
#> 23 2013-01-15 2012-07-01 1.582665
#> 24 2013-01-15 2012-10-01 3.798769
#> 25 2013-01-15 2013-01-01 3.081606
#> 26 2013-01-15 2013-04-01 NA
#> 27 2013-01-15 2013-07-01 NA
#> 28 2013-01-15 2013-10-01 NA
#> 29 2013-01-15 2014-01-01 NA
#> 30 2013-01-15 2014-04-01 NA
#> 31 2013-01-15 2014-07-01 NA
#> 32 2013-01-15 2014-10-01 NA
#> 33 2013-01-15 2015-01-01 NA
#> 34 2013-01-15 2015-04-01 NA
#> 35 2013-01-15 2015-07-01 NA
#> 36 2013-01-15 2015-10-01 NA
#> 37 2013-01-15 2016-01-01 NA
#> 38 2013-01-15 2016-04-01 NA
#> 39 2013-01-15 2016-07-01 NA
#> 40 2013-01-15 2016-10-01 NA
#> 41 2014-03-03 2012-01-01 8.956830
#> 42 2014-03-03 2012-04-01 4.958784
#> 43 2014-03-03 2012-07-01 2.521071
#> 44 2014-03-03 2012-10-01 3.066105
#> 45 2014-03-03 2013-01-01 4.443265
#> 46 2014-03-03 2013-04-01 4.301596
#> 47 2014-03-03 2013-07-01 6.395016
#> 48 2014-03-03 2013-10-01 7.359743
#> 49 2014-03-03 2014-01-01 4.676045
#> 50 2014-03-03 2014-04-01 NA
#> 51 2014-03-03 2014-07-01 NA
#> 52 2014-03-03 2014-10-01 NA
#> 53 2014-03-03 2015-01-01 NA
#> 54 2014-03-03 2015-04-01 NA
#> 55 2014-03-03 2015-07-01 NA
#> 56 2014-03-03 2015-10-01 NA
#> 57 2014-03-03 2016-01-01 NA
#> 58 2014-03-03 2016-04-01 NA
#> 59 2014-03-03 2016-07-01 NA
#> 60 2014-03-03 2016-10-01 NA
#> 61 2014-03-22 2012-01-01 9.396685
#> 62 2014-03-22 2012-04-01 5.699888
#> 63 2014-03-22 2012-07-01 2.165408
#> 64 2014-03-22 2012-10-01 3.335859
#> 65 2014-03-22 2013-01-01 4.485798
#> 66 2014-03-22 2013-04-01 4.359571
#> 67 2014-03-22 2013-07-01 6.137332
#> 68 2014-03-22 2013-10-01 6.640538
#> 69 2014-03-22 2014-01-01 6.305922
#> 70 2014-03-22 2014-04-01 NA
#> 71 2014-03-22 2014-07-01 NA
#> 72 2014-03-22 2014-10-01 NA
#> 73 2014-03-22 2015-01-01 NA
#> 74 2014-03-22 2015-04-01 NA
#> 75 2014-03-22 2015-07-01 NA
#> 76 2014-03-22 2015-10-01 NA
#> 77 2014-03-22 2016-01-01 NA
#> 78 2014-03-22 2016-04-01 NA
#> 79 2014-03-22 2016-07-01 NA
#> 80 2014-03-22 2016-10-01 NA
#> 81 2014-05-06 2012-01-01 9.319679
#> 82 2014-05-06 2012-04-01 5.545687
#> 83 2014-05-06 2012-07-01 2.092493
#> 84 2014-05-06 2012-10-01 3.267303
#> 85 2014-05-06 2013-01-01 3.949422
#> 86 2014-05-06 2013-04-01 4.255438
#> 87 2014-05-06 2013-07-01 7.021499
#> 88 2014-05-06 2013-10-01 7.943742
#> 89 2014-05-06 2014-01-01 6.609495
#> 90 2014-05-06 2014-04-01 4.316118
#> 91 2014-05-06 2014-07-01 NA
#> 92 2014-05-06 2014-10-01 NA
#> 93 2014-05-06 2015-01-01 NA
#> 94 2014-05-06 2015-04-01 NA
#> 95 2014-05-06 2015-07-01 NA
#> 96 2014-05-06 2015-10-01 NA
#> 97 2014-05-06 2016-01-01 NA
#> 98 2014-05-06 2016-04-01 NA
#> 99 2014-05-06 2016-07-01 NA
#> 100 2014-05-06 2016-10-01 NA
#> 101 2014-10-08 2012-01-01 9.230283
#> 102 2014-10-08 2012-04-01 5.541967
#> 103 2014-10-08 2012-07-01 2.010203
#> 104 2014-10-08 2012-10-01 3.452586
#> 105 2014-10-08 2013-01-01 4.133330
#> 106 2014-10-08 2013-04-01 3.918288
#> 107 2014-10-08 2013-07-01 6.874231
#> 108 2014-10-08 2013-10-01 8.079900
#> 109 2014-10-08 2014-01-01 6.076747
#> 110 2014-10-08 2014-04-01 5.664529
#> 111 2014-10-08 2014-07-01 5.489731
#> 112 2014-10-08 2014-10-01 13.118456
#> 113 2014-10-08 2015-01-01 NA
#> 114 2014-10-08 2015-04-01 NA
#> 115 2014-10-08 2015-07-01 NA
#> 116 2014-10-08 2015-10-01 NA
#> 117 2014-10-08 2016-01-01 NA
#> 118 2014-10-08 2016-04-01 NA
#> 119 2014-10-08 2016-07-01 NA
#> 120 2014-10-08 2016-10-01 NA
#> 121 2015-11-27 2012-01-01 9.208070
#> 122 2015-11-27 2012-04-01 5.588894
#> 123 2015-11-27 2012-07-01 2.021431
#> 124 2015-11-27 2012-10-01 3.387169
#> 125 2015-11-27 2013-01-01 4.236366
#> 126 2015-11-27 2013-04-01 3.839565
#> 127 2015-11-27 2013-07-01 6.691739
#> 128 2015-11-27 2013-10-01 8.599814
#> 129 2015-11-27 2014-01-01 5.677421
#> 130 2015-11-27 2014-04-01 3.831281
#> 131 2015-11-27 2014-07-01 7.817541
#> 132 2015-11-27 2014-10-01 11.598916
#> 133 2015-11-27 2015-01-01 9.203473
#> 134 2015-11-27 2015-04-01 5.701626
#> 135 2015-11-27 2015-07-01 1.890813
#> 136 2015-11-27 2015-10-01 9.307575
#> 137 2015-11-27 2016-01-01 NA
#> 138 2015-11-27 2016-04-01 NA
#> 139 2015-11-27 2016-07-01 NA
#> 140 2015-11-27 2016-10-01 NA
#> 141 2015-12-15 2012-01-01 9.186195
#> 142 2015-12-15 2012-04-01 5.558258
#> 143 2015-12-15 2012-07-01 1.986413
#> 144 2015-12-15 2012-10-01 3.328807
#> 145 2015-12-15 2013-01-01 4.183643
#> 146 2015-12-15 2013-04-01 3.977354
#> 147 2015-12-15 2013-07-01 6.793592
#> 148 2015-12-15 2013-10-01 8.441539
#> 149 2015-12-15 2014-01-01 5.831036
#> 150 2015-12-15 2014-04-01 4.213150
#> 151 2015-12-15 2014-07-01 6.747406
#> 152 2015-12-15 2014-10-01 10.909280
#> 153 2015-12-15 2015-01-01 8.149352
#> 154 2015-12-15 2015-04-01 3.986031
#> 155 2015-12-15 2015-07-01 4.834331
#> 156 2015-12-15 2015-10-01 9.366723
#> 157 2015-12-15 2016-01-01 NA
#> 158 2015-12-15 2016-04-01 NA
#> 159 2015-12-15 2016-07-01 NA
#> 160 2015-12-15 2016-10-01 NA
#> 161 2016-08-15 2012-01-01 9.179628
#> 162 2016-08-15 2012-04-01 5.576514
#> 163 2016-08-15 2012-07-01 1.995258
#> 164 2016-08-15 2012-10-01 3.345515
#> 165 2016-08-15 2013-01-01 4.176247
#> 166 2016-08-15 2013-04-01 3.830882
#> 167 2016-08-15 2013-07-01 6.747264
#> 168 2016-08-15 2013-10-01 8.486895
#> 169 2016-08-15 2014-01-01 5.721421
#> 170 2016-08-15 2014-04-01 4.116554
#> 171 2016-08-15 2014-07-01 6.580400
#> 172 2016-08-15 2014-10-01 11.149644
#> 173 2016-08-15 2015-01-01 6.788321
#> 174 2016-08-15 2015-04-01 4.651345
#> 175 2016-08-15 2015-07-01 4.036298
#> 176 2016-08-15 2015-10-01 8.293572
#> 177 2016-08-15 2016-01-01 9.596310
#> 178 2016-08-15 2016-04-01 8.515170
#> 179 2016-08-15 2016-07-01 11.917783
#> 180 2016-08-15 2016-10-01 NA
#> 181 2017-02-24 2012-01-01 9.175639
#> 182 2017-02-24 2012-04-01 5.571893
#> 183 2017-02-24 2012-07-01 1.991108
#> 184 2017-02-24 2012-10-01 3.341747
#> 185 2017-02-24 2013-01-01 4.181758
#> 186 2017-02-24 2013-04-01 3.863945
#> 187 2017-02-24 2013-07-01 6.778404
#> 188 2017-02-24 2013-10-01 8.445609
#> 189 2017-02-24 2014-01-01 5.740136
#> 190 2017-02-24 2014-04-01 4.204420
#> 191 2017-02-24 2014-07-01 6.913023
#> 192 2017-02-24 2014-10-01 11.246592
#> 193 2017-02-24 2015-01-01 7.176970
#> 194 2017-02-24 2015-04-01 4.079836
#> 195 2017-02-24 2015-07-01 4.300601
#> 196 2017-02-24 2015-10-01 8.437534
#> 197 2017-02-24 2016-01-01 9.700861
#> 198 2017-02-24 2016-04-01 5.413183
#> 199 2017-02-24 2016-07-01 10.737410
#> 200 2017-02-24 2016-10-01 13.421754