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 2015-05-24 2012-01-01 10.16450701
#> 2 2015-05-24 2012-02-01 5.24454095
#> 3 2015-05-24 2012-03-01 15.24689067
#> 4 2015-05-24 2012-04-01 14.09641383
#> 5 2015-05-24 2012-05-01 14.42209861
#> 6 2015-05-24 2012-06-01 27.47966818
#> 7 2015-05-24 2012-07-01 35.91147343
#> 8 2015-05-24 2012-08-01 33.60251189
#> 9 2015-05-24 2012-09-01 31.40727652
#> 10 2015-05-24 2012-10-01 20.82057061
#> 11 2015-05-24 2012-11-01 24.54118191
#> 12 2015-05-24 2012-12-01 19.41627191
#> 13 2015-05-24 2013-01-01 19.70326086
#> 14 2015-05-24 2013-02-01 17.12222208
#> 15 2015-05-24 2013-03-01 16.63290851
#> 16 2015-05-24 2013-04-01 13.63329955
#> 17 2015-05-24 2013-05-01 19.02829771
#> 18 2015-05-24 2013-06-01 30.93940441
#> 19 2015-05-24 2013-07-01 35.45345553
#> 20 2015-05-24 2013-08-01 33.66848055
#> 21 2015-05-24 2013-09-01 36.50881960
#> 22 2015-05-24 2013-10-01 22.81688565
#> 23 2015-05-24 2013-11-01 26.10143943
#> 24 2015-05-24 2013-12-01 24.87366254
#> 25 2015-05-24 2014-01-01 17.90349240
#> 26 2015-05-24 2014-02-01 23.48330871
#> 27 2015-05-24 2014-03-01 22.29119777
#> 28 2015-05-24 2014-04-01 22.82360364
#> 29 2015-05-24 2014-05-01 28.08765654
#> 30 2015-05-24 2014-06-01 41.93829627
#> 31 2015-05-24 2014-07-01 43.85161271
#> 32 2015-05-24 2014-08-01 39.39275713
#> 33 2015-05-24 2014-09-01 38.90237524
#> 34 2015-05-24 2014-10-01 25.19758911
#> 35 2015-05-24 2014-11-01 26.47731498
#> 36 2015-05-24 2014-12-01 26.30648829
#> 37 2015-05-24 2015-01-01 16.78139864
#> 38 2015-05-24 2015-02-01 18.50993551
#> 39 2015-05-24 2015-03-01 12.59903227
#> 40 2015-05-24 2015-04-01 8.02058680
#> 41 2015-05-24 2015-05-01 11.47562895
#> 42 2015-05-24 2015-06-01 NA
#> 43 2015-05-24 2015-07-01 NA
#> 44 2015-05-24 2015-08-01 NA
#> 45 2015-05-24 2015-09-01 NA
#> 46 2015-05-24 2015-10-01 NA
#> 47 2015-05-24 2015-11-01 NA
#> 48 2015-05-24 2015-12-01 NA
#> 49 2015-05-24 2016-01-01 NA
#> 50 2015-05-24 2016-02-01 NA
#> 51 2015-05-24 2016-03-01 NA
#> 52 2015-05-24 2016-04-01 NA
#> 53 2015-05-24 2016-05-01 NA
#> 54 2015-05-24 2016-06-01 NA
#> 55 2015-05-24 2016-07-01 NA
#> 56 2015-05-24 2016-08-01 NA
#> 57 2015-05-24 2016-09-01 NA
#> 58 2015-05-24 2016-10-01 NA
#> 59 2015-05-24 2016-11-01 NA
#> 60 2015-05-24 2016-12-01 NA
#> 61 2015-05-24 2017-01-01 NA
#> 62 2015-05-24 2017-02-01 NA
#> 63 2015-05-24 2017-03-01 NA
#> 64 2015-05-24 2017-04-01 NA
#> 65 2015-05-24 2017-05-01 NA
#> 66 2015-05-24 2017-06-01 NA
#> 67 2015-05-24 2017-07-01 NA
#> 68 2015-05-24 2017-08-01 NA
#> 69 2015-05-24 2017-09-01 NA
#> 70 2015-05-24 2017-10-01 NA
#> 71 2015-05-24 2017-11-01 NA
#> 72 2015-05-24 2017-12-01 NA
#> 73 2015-05-24 2018-01-01 NA
#> 74 2015-05-24 2018-02-01 NA
#> 75 2015-05-24 2018-03-01 NA
#> 76 2015-05-24 2018-04-01 NA
#> 77 2015-05-24 2018-05-01 NA
#> 78 2015-05-24 2018-06-01 NA
#> 79 2015-05-24 2018-07-01 NA
#> 80 2015-05-24 2018-08-01 NA
#> 81 2015-05-24 2018-09-01 NA
#> 82 2015-05-24 2018-10-01 NA
#> 83 2015-05-24 2018-11-01 NA
#> 84 2015-05-24 2018-12-01 NA
#> 85 2015-05-24 2019-01-01 NA
#> 86 2015-05-24 2019-02-01 NA
#> 87 2015-05-24 2019-03-01 NA
#> 88 2015-05-24 2019-04-01 NA
#> 89 2015-05-24 2019-05-01 NA
#> 90 2015-05-24 2019-06-01 NA
#> 91 2015-05-24 2019-07-01 NA
#> 92 2015-05-24 2019-08-01 NA
#> 93 2015-05-24 2019-09-01 NA
#> 94 2015-05-24 2019-10-01 NA
#> 95 2015-05-24 2019-11-01 NA
#> 96 2015-05-24 2019-12-01 NA
#> 97 2015-05-24 2020-01-01 NA
#> 98 2015-05-24 2020-02-01 NA
#> 99 2015-05-24 2020-03-01 NA
#> 100 2015-05-24 2020-04-01 NA
#> 101 2015-09-15 2012-01-01 8.41518430
#> 102 2015-09-15 2012-02-01 10.85402395
#> 103 2015-09-15 2012-03-01 14.03988597
#> 104 2015-09-15 2012-04-01 15.21192947
#> 105 2015-09-15 2012-05-01 21.41448690
#> 106 2015-09-15 2012-06-01 30.55379883
#> 107 2015-09-15 2012-07-01 33.81797579
#> 108 2015-09-15 2012-08-01 33.07970286
#> 109 2015-09-15 2012-09-01 30.69237596
#> 110 2015-09-15 2012-10-01 22.92190778
#> 111 2015-09-15 2012-11-01 23.48383414
#> 112 2015-09-15 2012-12-01 20.24803092
#> 113 2015-09-15 2013-01-01 18.01740243
#> 114 2015-09-15 2013-02-01 17.12507037
#> 115 2015-09-15 2013-03-01 19.28492239
#> 116 2015-09-15 2013-04-01 15.47641495
#> 117 2015-09-15 2013-05-01 22.64356630
#> 118 2015-09-15 2013-06-01 29.14660573
#> 119 2015-09-15 2013-07-01 36.53422281
#> 120 2015-09-15 2013-08-01 31.29889566
#> 121 2015-09-15 2013-09-01 31.38192554
#> 122 2015-09-15 2013-10-01 22.42105302
#> 123 2015-09-15 2013-11-01 26.28597739
#> 124 2015-09-15 2013-12-01 22.93139787
#> 125 2015-09-15 2014-01-01 17.06781219
#> 126 2015-09-15 2014-02-01 21.97986608
#> 127 2015-09-15 2014-03-01 22.29276738
#> 128 2015-09-15 2014-04-01 20.88816091
#> 129 2015-09-15 2014-05-01 26.10354075
#> 130 2015-09-15 2014-06-01 38.17664762
#> 131 2015-09-15 2014-07-01 44.94266215
#> 132 2015-09-15 2014-08-01 41.18289508
#> 133 2015-09-15 2014-09-01 38.77103239
#> 134 2015-09-15 2014-10-01 29.02666063
#> 135 2015-09-15 2014-11-01 27.22518138
#> 136 2015-09-15 2014-12-01 24.48536142
#> 137 2015-09-15 2015-01-01 15.83723529
#> 138 2015-09-15 2015-02-01 18.75682367
#> 139 2015-09-15 2015-03-01 13.99641463
#> 140 2015-09-15 2015-04-01 6.20017180
#> 141 2015-09-15 2015-05-01 11.81383199
#> 142 2015-09-15 2015-06-01 23.45645759
#> 143 2015-09-15 2015-07-01 27.66474611
#> 144 2015-09-15 2015-08-01 20.59347283
#> 145 2015-09-15 2015-09-01 14.15783337
#> 146 2015-09-15 2015-10-01 NA
#> 147 2015-09-15 2015-11-01 NA
#> 148 2015-09-15 2015-12-01 NA
#> 149 2015-09-15 2016-01-01 NA
#> 150 2015-09-15 2016-02-01 NA
#> 151 2015-09-15 2016-03-01 NA
#> 152 2015-09-15 2016-04-01 NA
#> 153 2015-09-15 2016-05-01 NA
#> 154 2015-09-15 2016-06-01 NA
#> 155 2015-09-15 2016-07-01 NA
#> 156 2015-09-15 2016-08-01 NA
#> 157 2015-09-15 2016-09-01 NA
#> 158 2015-09-15 2016-10-01 NA
#> 159 2015-09-15 2016-11-01 NA
#> 160 2015-09-15 2016-12-01 NA
#> 161 2015-09-15 2017-01-01 NA
#> 162 2015-09-15 2017-02-01 NA
#> 163 2015-09-15 2017-03-01 NA
#> 164 2015-09-15 2017-04-01 NA
#> 165 2015-09-15 2017-05-01 NA
#> 166 2015-09-15 2017-06-01 NA
#> 167 2015-09-15 2017-07-01 NA
#> 168 2015-09-15 2017-08-01 NA
#> 169 2015-09-15 2017-09-01 NA
#> 170 2015-09-15 2017-10-01 NA
#> 171 2015-09-15 2017-11-01 NA
#> 172 2015-09-15 2017-12-01 NA
#> 173 2015-09-15 2018-01-01 NA
#> 174 2015-09-15 2018-02-01 NA
#> 175 2015-09-15 2018-03-01 NA
#> 176 2015-09-15 2018-04-01 NA
#> 177 2015-09-15 2018-05-01 NA
#> 178 2015-09-15 2018-06-01 NA
#> 179 2015-09-15 2018-07-01 NA
#> 180 2015-09-15 2018-08-01 NA
#> 181 2015-09-15 2018-09-01 NA
#> 182 2015-09-15 2018-10-01 NA
#> 183 2015-09-15 2018-11-01 NA
#> 184 2015-09-15 2018-12-01 NA
#> 185 2015-09-15 2019-01-01 NA
#> 186 2015-09-15 2019-02-01 NA
#> 187 2015-09-15 2019-03-01 NA
#> 188 2015-09-15 2019-04-01 NA
#> 189 2015-09-15 2019-05-01 NA
#> 190 2015-09-15 2019-06-01 NA
#> 191 2015-09-15 2019-07-01 NA
#> 192 2015-09-15 2019-08-01 NA
#> 193 2015-09-15 2019-09-01 NA
#> 194 2015-09-15 2019-10-01 NA
#> 195 2015-09-15 2019-11-01 NA
#> 196 2015-09-15 2019-12-01 NA
#> 197 2015-09-15 2020-01-01 NA
#> 198 2015-09-15 2020-02-01 NA
#> 199 2015-09-15 2020-03-01 NA
#> 200 2015-09-15 2020-04-01 NA
#> 201 2015-11-20 2012-01-01 9.22525339
#> 202 2015-11-20 2012-02-01 12.40245329
#> 203 2015-11-20 2012-03-01 14.24637448
#> 204 2015-11-20 2012-04-01 15.63222456
#> 205 2015-11-20 2012-05-01 21.58699810
#> 206 2015-11-20 2012-06-01 30.34642461
#> 207 2015-11-20 2012-07-01 33.43733438
#> 208 2015-11-20 2012-08-01 32.52000960
#> 209 2015-11-20 2012-09-01 30.75140033
#> 210 2015-11-20 2012-10-01 21.39927789
#> 211 2015-11-20 2012-11-01 22.56098506
#> 212 2015-11-20 2012-12-01 21.41188941
#> 213 2015-11-20 2013-01-01 18.73221590
#> 214 2015-11-20 2013-02-01 17.55178001
#> 215 2015-11-20 2013-03-01 19.94460238
#> 216 2015-11-20 2013-04-01 16.66622786
#> 217 2015-11-20 2013-05-01 21.87534360
#> 218 2015-11-20 2013-06-01 29.36666239
#> 219 2015-11-20 2013-07-01 35.45184663
#> 220 2015-11-20 2013-08-01 32.19216565
#> 221 2015-11-20 2013-09-01 31.95945845
#> 222 2015-11-20 2013-10-01 22.59212480
#> 223 2015-11-20 2013-11-01 25.97384269
#> 224 2015-11-20 2013-12-01 22.89300149
#> 225 2015-11-20 2014-01-01 17.68038771
#> 226 2015-11-20 2014-02-01 21.36744578
#> 227 2015-11-20 2014-03-01 23.74201796
#> 228 2015-11-20 2014-04-01 21.20255649
#> 229 2015-11-20 2014-05-01 26.34066757
#> 230 2015-11-20 2014-06-01 37.71496915
#> 231 2015-11-20 2014-07-01 46.36613754
#> 232 2015-11-20 2014-08-01 40.71283285
#> 233 2015-11-20 2014-09-01 39.58805377
#> 234 2015-11-20 2014-10-01 27.84017384
#> 235 2015-11-20 2014-11-01 26.64352520
#> 236 2015-11-20 2014-12-01 23.25734133
#> 237 2015-11-20 2015-01-01 15.54250362
#> 238 2015-11-20 2015-02-01 17.51772503
#> 239 2015-11-20 2015-03-01 13.64313066
#> 240 2015-11-20 2015-04-01 5.85795897
#> 241 2015-11-20 2015-05-01 12.38433547
#> 242 2015-11-20 2015-06-01 21.94731287
#> 243 2015-11-20 2015-07-01 28.76009507
#> 244 2015-11-20 2015-08-01 19.90961844
#> 245 2015-11-20 2015-09-01 13.16033115
#> 246 2015-11-20 2015-10-01 1.72556176
#> 247 2015-11-20 2015-11-01 8.29416811
#> 248 2015-11-20 2015-12-01 NA
#> 249 2015-11-20 2016-01-01 NA
#> 250 2015-11-20 2016-02-01 NA
#> 251 2015-11-20 2016-03-01 NA
#> 252 2015-11-20 2016-04-01 NA
#> 253 2015-11-20 2016-05-01 NA
#> 254 2015-11-20 2016-06-01 NA
#> 255 2015-11-20 2016-07-01 NA
#> 256 2015-11-20 2016-08-01 NA
#> 257 2015-11-20 2016-09-01 NA
#> 258 2015-11-20 2016-10-01 NA
#> 259 2015-11-20 2016-11-01 NA
#> 260 2015-11-20 2016-12-01 NA
#> 261 2015-11-20 2017-01-01 NA
#> 262 2015-11-20 2017-02-01 NA
#> 263 2015-11-20 2017-03-01 NA
#> 264 2015-11-20 2017-04-01 NA
#> 265 2015-11-20 2017-05-01 NA
#> 266 2015-11-20 2017-06-01 NA
#> 267 2015-11-20 2017-07-01 NA
#> 268 2015-11-20 2017-08-01 NA
#> 269 2015-11-20 2017-09-01 NA
#> 270 2015-11-20 2017-10-01 NA
#> 271 2015-11-20 2017-11-01 NA
#> 272 2015-11-20 2017-12-01 NA
#> 273 2015-11-20 2018-01-01 NA
#> 274 2015-11-20 2018-02-01 NA
#> 275 2015-11-20 2018-03-01 NA
#> 276 2015-11-20 2018-04-01 NA
#> 277 2015-11-20 2018-05-01 NA
#> 278 2015-11-20 2018-06-01 NA
#> 279 2015-11-20 2018-07-01 NA
#> 280 2015-11-20 2018-08-01 NA
#> 281 2015-11-20 2018-09-01 NA
#> 282 2015-11-20 2018-10-01 NA
#> 283 2015-11-20 2018-11-01 NA
#> 284 2015-11-20 2018-12-01 NA
#> 285 2015-11-20 2019-01-01 NA
#> 286 2015-11-20 2019-02-01 NA
#> 287 2015-11-20 2019-03-01 NA
#> 288 2015-11-20 2019-04-01 NA
#> 289 2015-11-20 2019-05-01 NA
#> 290 2015-11-20 2019-06-01 NA
#> 291 2015-11-20 2019-07-01 NA
#> 292 2015-11-20 2019-08-01 NA
#> 293 2015-11-20 2019-09-01 NA
#> 294 2015-11-20 2019-10-01 NA
#> 295 2015-11-20 2019-11-01 NA
#> 296 2015-11-20 2019-12-01 NA
#> 297 2015-11-20 2020-01-01 NA
#> 298 2015-11-20 2020-02-01 NA
#> 299 2015-11-20 2020-03-01 NA
#> 300 2015-11-20 2020-04-01 NA
#> 301 2015-11-21 2012-01-01 9.25070651
#> 302 2015-11-21 2012-02-01 11.79419935
#> 303 2015-11-21 2012-03-01 15.06071314
#> 304 2015-11-21 2012-04-01 15.21289582
#> 305 2015-11-21 2012-05-01 21.40161713
#> 306 2015-11-21 2012-06-01 30.10558780
#> 307 2015-11-21 2012-07-01 33.50055788
#> 308 2015-11-21 2012-08-01 33.46463426
#> 309 2015-11-21 2012-09-01 30.57392507
#> 310 2015-11-21 2012-10-01 21.87199326
#> 311 2015-11-21 2012-11-01 22.90612764
#> 312 2015-11-21 2012-12-01 21.27730110
#> 313 2015-11-21 2013-01-01 18.55911098
#> 314 2015-11-21 2013-02-01 17.52406252
#> 315 2015-11-21 2013-03-01 18.46147078
#> 316 2015-11-21 2013-04-01 15.81265166
#> 317 2015-11-21 2013-05-01 21.81503881
#> 318 2015-11-21 2013-06-01 30.04508256
#> 319 2015-11-21 2013-07-01 35.66584362
#> 320 2015-11-21 2013-08-01 31.67788126
#> 321 2015-11-21 2013-09-01 31.79198810
#> 322 2015-11-21 2013-10-01 22.06674627
#> 323 2015-11-21 2013-11-01 26.19197573
#> 324 2015-11-21 2013-12-01 23.57682611
#> 325 2015-11-21 2014-01-01 18.08399434
#> 326 2015-11-21 2014-02-01 21.02092302
#> 327 2015-11-21 2014-03-01 23.40505616
#> 328 2015-11-21 2014-04-01 20.58951794
#> 329 2015-11-21 2014-05-01 25.90198532
#> 330 2015-11-21 2014-06-01 37.38356841
#> 331 2015-11-21 2014-07-01 46.21315326
#> 332 2015-11-21 2014-08-01 40.91380432
#> 333 2015-11-21 2014-09-01 38.58387341
#> 334 2015-11-21 2014-10-01 28.05301357
#> 335 2015-11-21 2014-11-01 26.94092933
#> 336 2015-11-21 2014-12-01 23.52647513
#> 337 2015-11-21 2015-01-01 15.81234931
#> 338 2015-11-21 2015-02-01 17.69603328
#> 339 2015-11-21 2015-03-01 13.56063963
#> 340 2015-11-21 2015-04-01 6.19845690
#> 341 2015-11-21 2015-05-01 12.00532396
#> 342 2015-11-21 2015-06-01 24.22589249
#> 343 2015-11-21 2015-07-01 29.02168251
#> 344 2015-11-21 2015-08-01 18.81884393
#> 345 2015-11-21 2015-09-01 12.99763223
#> 346 2015-11-21 2015-10-01 5.35126047
#> 347 2015-11-21 2015-11-01 5.72728033
#> 348 2015-11-21 2015-12-01 NA
#> 349 2015-11-21 2016-01-01 NA
#> 350 2015-11-21 2016-02-01 NA
#> 351 2015-11-21 2016-03-01 NA
#> 352 2015-11-21 2016-04-01 NA
#> 353 2015-11-21 2016-05-01 NA
#> 354 2015-11-21 2016-06-01 NA
#> 355 2015-11-21 2016-07-01 NA
#> 356 2015-11-21 2016-08-01 NA
#> 357 2015-11-21 2016-09-01 NA
#> 358 2015-11-21 2016-10-01 NA
#> 359 2015-11-21 2016-11-01 NA
#> 360 2015-11-21 2016-12-01 NA
#> 361 2015-11-21 2017-01-01 NA
#> 362 2015-11-21 2017-02-01 NA
#> 363 2015-11-21 2017-03-01 NA
#> 364 2015-11-21 2017-04-01 NA
#> 365 2015-11-21 2017-05-01 NA
#> 366 2015-11-21 2017-06-01 NA
#> 367 2015-11-21 2017-07-01 NA
#> 368 2015-11-21 2017-08-01 NA
#> 369 2015-11-21 2017-09-01 NA
#> 370 2015-11-21 2017-10-01 NA
#> 371 2015-11-21 2017-11-01 NA
#> 372 2015-11-21 2017-12-01 NA
#> 373 2015-11-21 2018-01-01 NA
#> 374 2015-11-21 2018-02-01 NA
#> 375 2015-11-21 2018-03-01 NA
#> 376 2015-11-21 2018-04-01 NA
#> 377 2015-11-21 2018-05-01 NA
#> 378 2015-11-21 2018-06-01 NA
#> 379 2015-11-21 2018-07-01 NA
#> 380 2015-11-21 2018-08-01 NA
#> 381 2015-11-21 2018-09-01 NA
#> 382 2015-11-21 2018-10-01 NA
#> 383 2015-11-21 2018-11-01 NA
#> 384 2015-11-21 2018-12-01 NA
#> 385 2015-11-21 2019-01-01 NA
#> 386 2015-11-21 2019-02-01 NA
#> 387 2015-11-21 2019-03-01 NA
#> 388 2015-11-21 2019-04-01 NA
#> 389 2015-11-21 2019-05-01 NA
#> 390 2015-11-21 2019-06-01 NA
#> 391 2015-11-21 2019-07-01 NA
#> 392 2015-11-21 2019-08-01 NA
#> 393 2015-11-21 2019-09-01 NA
#> 394 2015-11-21 2019-10-01 NA
#> 395 2015-11-21 2019-11-01 NA
#> 396 2015-11-21 2019-12-01 NA
#> 397 2015-11-21 2020-01-01 NA
#> 398 2015-11-21 2020-02-01 NA
#> 399 2015-11-21 2020-03-01 NA
#> 400 2015-11-21 2020-04-01 NA
#> 401 2017-02-27 2012-01-01 9.02717830
#> 402 2017-02-27 2012-02-01 11.58129204
#> 403 2017-02-27 2012-03-01 14.91557831
#> 404 2017-02-27 2012-04-01 15.16075145
#> 405 2017-02-27 2012-05-01 21.50916922
#> 406 2017-02-27 2012-06-01 29.74773782
#> 407 2017-02-27 2012-07-01 33.33990272
#> 408 2017-02-27 2012-08-01 33.02990278
#> 409 2017-02-27 2012-09-01 30.82038718
#> 410 2017-02-27 2012-10-01 21.96335610
#> 411 2017-02-27 2012-11-01 22.75922770
#> 412 2017-02-27 2012-12-01 21.44695953
#> 413 2017-02-27 2013-01-01 18.49890099
#> 414 2017-02-27 2013-02-01 17.38932357
#> 415 2017-02-27 2013-03-01 18.70719480
#> 416 2017-02-27 2013-04-01 15.79885789
#> 417 2017-02-27 2013-05-01 21.90661537
#> 418 2017-02-27 2013-06-01 29.99383784
#> 419 2017-02-27 2013-07-01 35.70298459
#> 420 2017-02-27 2013-08-01 31.96659217
#> 421 2017-02-27 2013-09-01 32.00002944
#> 422 2017-02-27 2013-10-01 22.57394092
#> 423 2017-02-27 2013-11-01 26.35177025
#> 424 2017-02-27 2013-12-01 23.20831718
#> 425 2017-02-27 2014-01-01 18.15752883
#> 426 2017-02-27 2014-02-01 21.39615309
#> 427 2017-02-27 2014-03-01 23.26162455
#> 428 2017-02-27 2014-04-01 20.76701267
#> 429 2017-02-27 2014-05-01 26.00404828
#> 430 2017-02-27 2014-06-01 37.91405283
#> 431 2017-02-27 2014-07-01 46.26868387
#> 432 2017-02-27 2014-08-01 41.06551664
#> 433 2017-02-27 2014-09-01 39.15965138
#> 434 2017-02-27 2014-10-01 28.26791075
#> 435 2017-02-27 2014-11-01 27.02286858
#> 436 2017-02-27 2014-12-01 23.58809148
#> 437 2017-02-27 2015-01-01 15.58177274
#> 438 2017-02-27 2015-02-01 17.98162316
#> 439 2017-02-27 2015-03-01 13.36806550
#> 440 2017-02-27 2015-04-01 6.38675318
#> 441 2017-02-27 2015-05-01 11.75313678
#> 442 2017-02-27 2015-06-01 24.07093117
#> 443 2017-02-27 2015-07-01 29.71636210
#> 444 2017-02-27 2015-08-01 18.99381625
#> 445 2017-02-27 2015-09-01 13.16494894
#> 446 2017-02-27 2015-10-01 4.57691100
#> 447 2017-02-27 2015-11-01 7.53391386
#> 448 2017-02-27 2015-12-01 3.56177045
#> 449 2017-02-27 2016-01-01 -3.97043442
#> 450 2017-02-27 2016-02-01 -2.08033267
#> 451 2017-02-27 2016-03-01 0.44843189
#> 452 2017-02-27 2016-04-01 -6.50025565
#> 453 2017-02-27 2016-05-01 -6.69430730
#> 454 2017-02-27 2016-06-01 6.68320533
#> 455 2017-02-27 2016-07-01 11.52521778
#> 456 2017-02-27 2016-08-01 9.31763072
#> 457 2017-02-27 2016-09-01 8.70640032
#> 458 2017-02-27 2016-10-01 -2.90990936
#> 459 2017-02-27 2016-11-01 1.07068020
#> 460 2017-02-27 2016-12-01 -4.15413755
#> 461 2017-02-27 2017-01-01 -1.77420227
#> 462 2017-02-27 2017-02-01 -0.16761969
#> 463 2017-02-27 2017-03-01 NA
#> 464 2017-02-27 2017-04-01 NA
#> 465 2017-02-27 2017-05-01 NA
#> 466 2017-02-27 2017-06-01 NA
#> 467 2017-02-27 2017-07-01 NA
#> 468 2017-02-27 2017-08-01 NA
#> 469 2017-02-27 2017-09-01 NA
#> 470 2017-02-27 2017-10-01 NA
#> 471 2017-02-27 2017-11-01 NA
#> 472 2017-02-27 2017-12-01 NA
#> 473 2017-02-27 2018-01-01 NA
#> 474 2017-02-27 2018-02-01 NA
#> 475 2017-02-27 2018-03-01 NA
#> 476 2017-02-27 2018-04-01 NA
#> 477 2017-02-27 2018-05-01 NA
#> 478 2017-02-27 2018-06-01 NA
#> 479 2017-02-27 2018-07-01 NA
#> 480 2017-02-27 2018-08-01 NA
#> 481 2017-02-27 2018-09-01 NA
#> 482 2017-02-27 2018-10-01 NA
#> 483 2017-02-27 2018-11-01 NA
#> 484 2017-02-27 2018-12-01 NA
#> 485 2017-02-27 2019-01-01 NA
#> 486 2017-02-27 2019-02-01 NA
#> 487 2017-02-27 2019-03-01 NA
#> 488 2017-02-27 2019-04-01 NA
#> 489 2017-02-27 2019-05-01 NA
#> 490 2017-02-27 2019-06-01 NA
#> 491 2017-02-27 2019-07-01 NA
#> 492 2017-02-27 2019-08-01 NA
#> 493 2017-02-27 2019-09-01 NA
#> 494 2017-02-27 2019-10-01 NA
#> 495 2017-02-27 2019-11-01 NA
#> 496 2017-02-27 2019-12-01 NA
#> 497 2017-02-27 2020-01-01 NA
#> 498 2017-02-27 2020-02-01 NA
#> 499 2017-02-27 2020-03-01 NA
#> 500 2017-02-27 2020-04-01 NA
#> 501 2017-03-17 2012-01-01 8.97337730
#> 502 2017-03-17 2012-02-01 11.77395835
#> 503 2017-03-17 2012-03-01 14.70251207
#> 504 2017-03-17 2012-04-01 15.21778046
#> 505 2017-03-17 2012-05-01 21.46295209
#> 506 2017-03-17 2012-06-01 29.75831283
#> 507 2017-03-17 2012-07-01 33.52404331
#> 508 2017-03-17 2012-08-01 32.96027897
#> 509 2017-03-17 2012-09-01 30.80272905
#> 510 2017-03-17 2012-10-01 22.06270403
#> 511 2017-03-17 2012-11-01 22.95292716
#> 512 2017-03-17 2012-12-01 21.57975290
#> 513 2017-03-17 2013-01-01 18.57337604
#> 514 2017-03-17 2013-02-01 17.45559030
#> 515 2017-03-17 2013-03-01 18.73552397
#> 516 2017-03-17 2013-04-01 15.73470548
#> 517 2017-03-17 2013-05-01 21.78187607
#> 518 2017-03-17 2013-06-01 29.96051366
#> 519 2017-03-17 2013-07-01 35.75379266
#> 520 2017-03-17 2013-08-01 32.02914750
#> 521 2017-03-17 2013-09-01 32.06943574
#> 522 2017-03-17 2013-10-01 22.32793373
#> 523 2017-03-17 2013-11-01 26.24296240
#> 524 2017-03-17 2013-12-01 23.38215124
#> 525 2017-03-17 2014-01-01 18.32079377
#> 526 2017-03-17 2014-02-01 21.58647177
#> 527 2017-03-17 2014-03-01 23.46558155
#> 528 2017-03-17 2014-04-01 20.90146948
#> 529 2017-03-17 2014-05-01 25.96159049
#> 530 2017-03-17 2014-06-01 37.94746869
#> 531 2017-03-17 2014-07-01 46.32751596
#> 532 2017-03-17 2014-08-01 41.20030467
#> 533 2017-03-17 2014-09-01 38.80816496
#> 534 2017-03-17 2014-10-01 28.11532093
#> 535 2017-03-17 2014-11-01 26.73801148
#> 536 2017-03-17 2014-12-01 23.64514113
#> 537 2017-03-17 2015-01-01 15.65741442
#> 538 2017-03-17 2015-02-01 17.82766513
#> 539 2017-03-17 2015-03-01 13.50203742
#> 540 2017-03-17 2015-04-01 6.39622767
#> 541 2017-03-17 2015-05-01 11.75879131
#> 542 2017-03-17 2015-06-01 23.73243790
#> 543 2017-03-17 2015-07-01 29.74216701
#> 544 2017-03-17 2015-08-01 19.04877959
#> 545 2017-03-17 2015-09-01 13.67906728
#> 546 2017-03-17 2015-10-01 5.23412626
#> 547 2017-03-17 2015-11-01 6.49310443
#> 548 2017-03-17 2015-12-01 5.13409202
#> 549 2017-03-17 2016-01-01 0.11507126
#> 550 2017-03-17 2016-02-01 3.34740103
#> 551 2017-03-17 2016-03-01 -1.76685849
#> 552 2017-03-17 2016-04-01 -4.61116839
#> 553 2017-03-17 2016-05-01 -3.46221065
#> 554 2017-03-17 2016-06-01 3.63859766
#> 555 2017-03-17 2016-07-01 12.20552901
#> 556 2017-03-17 2016-08-01 5.43037534
#> 557 2017-03-17 2016-09-01 6.94063291
#> 558 2017-03-17 2016-10-01 -4.08320292
#> 559 2017-03-17 2016-11-01 0.84024567
#> 560 2017-03-17 2016-12-01 -3.11010454
#> 561 2017-03-17 2017-01-01 -0.70195923
#> 562 2017-03-17 2017-02-01 -1.49342115
#> 563 2017-03-17 2017-03-01 -6.30334493
#> 564 2017-03-17 2017-04-01 NA
#> 565 2017-03-17 2017-05-01 NA
#> 566 2017-03-17 2017-06-01 NA
#> 567 2017-03-17 2017-07-01 NA
#> 568 2017-03-17 2017-08-01 NA
#> 569 2017-03-17 2017-09-01 NA
#> 570 2017-03-17 2017-10-01 NA
#> 571 2017-03-17 2017-11-01 NA
#> 572 2017-03-17 2017-12-01 NA
#> 573 2017-03-17 2018-01-01 NA
#> 574 2017-03-17 2018-02-01 NA
#> 575 2017-03-17 2018-03-01 NA
#> 576 2017-03-17 2018-04-01 NA
#> 577 2017-03-17 2018-05-01 NA
#> 578 2017-03-17 2018-06-01 NA
#> 579 2017-03-17 2018-07-01 NA
#> 580 2017-03-17 2018-08-01 NA
#> 581 2017-03-17 2018-09-01 NA
#> 582 2017-03-17 2018-10-01 NA
#> 583 2017-03-17 2018-11-01 NA
#> 584 2017-03-17 2018-12-01 NA
#> 585 2017-03-17 2019-01-01 NA
#> 586 2017-03-17 2019-02-01 NA
#> 587 2017-03-17 2019-03-01 NA
#> 588 2017-03-17 2019-04-01 NA
#> 589 2017-03-17 2019-05-01 NA
#> 590 2017-03-17 2019-06-01 NA
#> 591 2017-03-17 2019-07-01 NA
#> 592 2017-03-17 2019-08-01 NA
#> 593 2017-03-17 2019-09-01 NA
#> 594 2017-03-17 2019-10-01 NA
#> 595 2017-03-17 2019-11-01 NA
#> 596 2017-03-17 2019-12-01 NA
#> 597 2017-03-17 2020-01-01 NA
#> 598 2017-03-17 2020-02-01 NA
#> 599 2017-03-17 2020-03-01 NA
#> 600 2017-03-17 2020-04-01 NA
#> 601 2017-12-14 2012-01-01 9.06528608
#> 602 2017-12-14 2012-02-01 11.70302915
#> 603 2017-12-14 2012-03-01 14.81299936
#> 604 2017-12-14 2012-04-01 15.21350200
#> 605 2017-12-14 2012-05-01 21.50150016
#> 606 2017-12-14 2012-06-01 29.83075979
#> 607 2017-12-14 2012-07-01 33.52865584
#> 608 2017-12-14 2012-08-01 32.99872645
#> 609 2017-12-14 2012-09-01 30.80668792
#> 610 2017-12-14 2012-10-01 21.95780308
#> 611 2017-12-14 2012-11-01 22.84895635
#> 612 2017-12-14 2012-12-01 21.57592177
#> 613 2017-12-14 2013-01-01 18.44414163
#> 614 2017-12-14 2013-02-01 17.33640072
#> 615 2017-12-14 2013-03-01 18.70609994
#> 616 2017-12-14 2013-04-01 15.64953151
#> 617 2017-12-14 2013-05-01 21.81647707
#> 618 2017-12-14 2013-06-01 29.94238117
#> 619 2017-12-14 2013-07-01 35.73721668
#> 620 2017-12-14 2013-08-01 32.06009884
#> 621 2017-12-14 2013-09-01 32.00577117
#> 622 2017-12-14 2013-10-01 22.39576276
#> 623 2017-12-14 2013-11-01 26.23024852
#> 624 2017-12-14 2013-12-01 23.43761120
#> 625 2017-12-14 2014-01-01 18.35908474
#> 626 2017-12-14 2014-02-01 21.51212515
#> 627 2017-12-14 2014-03-01 23.41800025
#> 628 2017-12-14 2014-04-01 20.75866310
#> 629 2017-12-14 2014-05-01 26.01489007
#> 630 2017-12-14 2014-06-01 37.91789472
#> 631 2017-12-14 2014-07-01 46.36816557
#> 632 2017-12-14 2014-08-01 41.24478449
#> 633 2017-12-14 2014-09-01 38.97194161
#> 634 2017-12-14 2014-10-01 28.10426829
#> 635 2017-12-14 2014-11-01 26.78792887
#> 636 2017-12-14 2014-12-01 23.54916403
#> 637 2017-12-14 2015-01-01 15.62684271
#> 638 2017-12-14 2015-02-01 17.82239066
#> 639 2017-12-14 2015-03-01 13.44683024
#> 640 2017-12-14 2015-04-01 6.40522214
#> 641 2017-12-14 2015-05-01 11.67066683
#> 642 2017-12-14 2015-06-01 23.66045919
#> 643 2017-12-14 2015-07-01 29.74767752
#> 644 2017-12-14 2015-08-01 19.09060953
#> 645 2017-12-14 2015-09-01 13.46848922
#> 646 2017-12-14 2015-10-01 4.81261754
#> 647 2017-12-14 2015-11-01 6.46099995
#> 648 2017-12-14 2015-12-01 4.65125273
#> 649 2017-12-14 2016-01-01 -0.06271837
#> 650 2017-12-14 2016-02-01 0.94967876
#> 651 2017-12-14 2016-03-01 -1.80420130
#> 652 2017-12-14 2016-04-01 -5.18042272
#> 653 2017-12-14 2016-05-01 -3.99781455
#> 654 2017-12-14 2016-06-01 5.82941053
#> 655 2017-12-14 2016-07-01 12.84933172
#> 656 2017-12-14 2016-08-01 5.31655067
#> 657 2017-12-14 2016-09-01 7.41069368
#> 658 2017-12-14 2016-10-01 -3.39602517
#> 659 2017-12-14 2016-11-01 -0.83853213
#> 660 2017-12-14 2016-12-01 -3.36649896
#> 661 2017-12-14 2017-01-01 -1.63708823
#> 662 2017-12-14 2017-02-01 -1.51480402
#> 663 2017-12-14 2017-03-01 -6.39050477
#> 664 2017-12-14 2017-04-01 -13.33834577
#> 665 2017-12-14 2017-05-01 -2.11187854
#> 666 2017-12-14 2017-06-01 7.84153057
#> 667 2017-12-14 2017-07-01 15.19586033
#> 668 2017-12-14 2017-08-01 5.62761459
#> 669 2017-12-14 2017-09-01 5.51734397
#> 670 2017-12-14 2017-10-01 -6.27408358
#> 671 2017-12-14 2017-11-01 -2.12815613
#> 672 2017-12-14 2017-12-01 -9.27488029
#> 673 2017-12-14 2018-01-01 NA
#> 674 2017-12-14 2018-02-01 NA
#> 675 2017-12-14 2018-03-01 NA
#> 676 2017-12-14 2018-04-01 NA
#> 677 2017-12-14 2018-05-01 NA
#> 678 2017-12-14 2018-06-01 NA
#> 679 2017-12-14 2018-07-01 NA
#> 680 2017-12-14 2018-08-01 NA
#> 681 2017-12-14 2018-09-01 NA
#> 682 2017-12-14 2018-10-01 NA
#> 683 2017-12-14 2018-11-01 NA
#> 684 2017-12-14 2018-12-01 NA
#> 685 2017-12-14 2019-01-01 NA
#> 686 2017-12-14 2019-02-01 NA
#> 687 2017-12-14 2019-03-01 NA
#> 688 2017-12-14 2019-04-01 NA
#> 689 2017-12-14 2019-05-01 NA
#> 690 2017-12-14 2019-06-01 NA
#> 691 2017-12-14 2019-07-01 NA
#> 692 2017-12-14 2019-08-01 NA
#> 693 2017-12-14 2019-09-01 NA
#> 694 2017-12-14 2019-10-01 NA
#> 695 2017-12-14 2019-11-01 NA
#> 696 2017-12-14 2019-12-01 NA
#> 697 2017-12-14 2020-01-01 NA
#> 698 2017-12-14 2020-02-01 NA
#> 699 2017-12-14 2020-03-01 NA
#> 700 2017-12-14 2020-04-01 NA
#> 701 2018-01-26 2012-01-01 9.03220142
#> 702 2018-01-26 2012-02-01 11.77543307
#> 703 2018-01-26 2012-03-01 14.77230890
#> 704 2018-01-26 2012-04-01 15.24766114
#> 705 2018-01-26 2012-05-01 21.47277411
#> 706 2018-01-26 2012-06-01 29.79680989
#> 707 2018-01-26 2012-07-01 33.49744752
#> 708 2018-01-26 2012-08-01 33.00394561
#> 709 2018-01-26 2012-09-01 30.83951723
#> 710 2018-01-26 2012-10-01 21.88219292
#> 711 2018-01-26 2012-11-01 22.87358999
#> 712 2018-01-26 2012-12-01 21.58433261
#> 713 2018-01-26 2013-01-01 18.44263497
#> 714 2018-01-26 2013-02-01 17.37269803
#> 715 2018-01-26 2013-03-01 18.70859949
#> 716 2018-01-26 2013-04-01 15.65011393
#> 717 2018-01-26 2013-05-01 21.81912566
#> 718 2018-01-26 2013-06-01 29.92688453
#> 719 2018-01-26 2013-07-01 35.75875443
#> 720 2018-01-26 2013-08-01 32.05322043
#> 721 2018-01-26 2013-09-01 31.99923501
#> 722 2018-01-26 2013-10-01 22.41989388
#> 723 2018-01-26 2013-11-01 26.22704945
#> 724 2018-01-26 2013-12-01 23.41367961
#> 725 2018-01-26 2014-01-01 18.35206563
#> 726 2018-01-26 2014-02-01 21.55868177
#> 727 2018-01-26 2014-03-01 23.39736010
#> 728 2018-01-26 2014-04-01 20.75655262
#> 729 2018-01-26 2014-05-01 26.07035058
#> 730 2018-01-26 2014-06-01 37.95492223
#> 731 2018-01-26 2014-07-01 46.32001395
#> 732 2018-01-26 2014-08-01 41.26606917
#> 733 2018-01-26 2014-09-01 38.94436552
#> 734 2018-01-26 2014-10-01 28.11387491
#> 735 2018-01-26 2014-11-01 26.77925144
#> 736 2018-01-26 2014-12-01 23.59850443
#> 737 2018-01-26 2015-01-01 15.69232330
#> 738 2018-01-26 2015-02-01 17.87457732
#> 739 2018-01-26 2015-03-01 13.41167870
#> 740 2018-01-26 2015-04-01 6.47761660
#> 741 2018-01-26 2015-05-01 11.73965344
#> 742 2018-01-26 2015-06-01 23.69683151
#> 743 2018-01-26 2015-07-01 29.79258643
#> 744 2018-01-26 2015-08-01 19.07421758
#> 745 2018-01-26 2015-09-01 13.48468641
#> 746 2018-01-26 2015-10-01 4.71874251
#> 747 2018-01-26 2015-11-01 6.37541815
#> 748 2018-01-26 2015-12-01 4.74771003
#> 749 2018-01-26 2016-01-01 -0.27814126
#> 750 2018-01-26 2016-02-01 0.82058063
#> 751 2018-01-26 2016-03-01 -1.93081266
#> 752 2018-01-26 2016-04-01 -5.53672406
#> 753 2018-01-26 2016-05-01 -4.09163511
#> 754 2018-01-26 2016-06-01 6.98142268
#> 755 2018-01-26 2016-07-01 12.96707041
#> 756 2018-01-26 2016-08-01 5.63783811
#> 757 2018-01-26 2016-09-01 6.69083680
#> 758 2018-01-26 2016-10-01 -3.36783090
#> 759 2018-01-26 2016-11-01 -0.37706159
#> 760 2018-01-26 2016-12-01 -3.48255285
#> 761 2018-01-26 2017-01-01 -2.39037960
#> 762 2018-01-26 2017-02-01 -1.80710232
#> 763 2018-01-26 2017-03-01 -5.48814176
#> 764 2018-01-26 2017-04-01 -11.28655516
#> 765 2018-01-26 2017-05-01 -2.77588938
#> 766 2018-01-26 2017-06-01 8.67363890
#> 767 2018-01-26 2017-07-01 14.15088529
#> 768 2018-01-26 2017-08-01 4.41255535
#> 769 2018-01-26 2017-09-01 5.19475155
#> 770 2018-01-26 2017-10-01 -5.53467019
#> 771 2018-01-26 2017-11-01 -5.13286674
#> 772 2018-01-26 2017-12-01 -10.08145039
#> 773 2018-01-26 2018-01-01 -6.59996989
#> 774 2018-01-26 2018-02-01 NA
#> 775 2018-01-26 2018-03-01 NA
#> 776 2018-01-26 2018-04-01 NA
#> 777 2018-01-26 2018-05-01 NA
#> 778 2018-01-26 2018-06-01 NA
#> 779 2018-01-26 2018-07-01 NA
#> 780 2018-01-26 2018-08-01 NA
#> 781 2018-01-26 2018-09-01 NA
#> 782 2018-01-26 2018-10-01 NA
#> 783 2018-01-26 2018-11-01 NA
#> 784 2018-01-26 2018-12-01 NA
#> 785 2018-01-26 2019-01-01 NA
#> 786 2018-01-26 2019-02-01 NA
#> 787 2018-01-26 2019-03-01 NA
#> 788 2018-01-26 2019-04-01 NA
#> 789 2018-01-26 2019-05-01 NA
#> 790 2018-01-26 2019-06-01 NA
#> 791 2018-01-26 2019-07-01 NA
#> 792 2018-01-26 2019-08-01 NA
#> 793 2018-01-26 2019-09-01 NA
#> 794 2018-01-26 2019-10-01 NA
#> 795 2018-01-26 2019-11-01 NA
#> 796 2018-01-26 2019-12-01 NA
#> 797 2018-01-26 2020-01-01 NA
#> 798 2018-01-26 2020-02-01 NA
#> 799 2018-01-26 2020-03-01 NA
#> 800 2018-01-26 2020-04-01 NA
#> 801 2019-05-05 2012-01-01 9.02044511
#> 802 2019-05-05 2012-02-01 11.78274478
#> 803 2019-05-05 2012-03-01 14.80635616
#> 804 2019-05-05 2012-04-01 15.27748591
#> 805 2019-05-05 2012-05-01 21.46834389
#> 806 2019-05-05 2012-06-01 29.79692376
#> 807 2019-05-05 2012-07-01 33.49635954
#> 808 2019-05-05 2012-08-01 33.00720145
#> 809 2019-05-05 2012-09-01 30.81486936
#> 810 2019-05-05 2012-10-01 21.90093645
#> 811 2019-05-05 2012-11-01 22.89295523
#> 812 2019-05-05 2012-12-01 21.59949090
#> 813 2019-05-05 2013-01-01 18.46807422
#> 814 2019-05-05 2013-02-01 17.38098828
#> 815 2019-05-05 2013-03-01 18.70935921
#> 816 2019-05-05 2013-04-01 15.66379833
#> 817 2019-05-05 2013-05-01 21.81086533
#> 818 2019-05-05 2013-06-01 29.91770967
#> 819 2019-05-05 2013-07-01 35.73702055
#> 820 2019-05-05 2013-08-01 32.07040429
#> 821 2019-05-05 2013-09-01 31.99763321
#> 822 2019-05-05 2013-10-01 22.41393323
#> 823 2019-05-05 2013-11-01 26.24990384
#> 824 2019-05-05 2013-12-01 23.45090610
#> 825 2019-05-05 2014-01-01 18.35342514
#> 826 2019-05-05 2014-02-01 21.54638625
#> 827 2019-05-05 2014-03-01 23.39815186
#> 828 2019-05-05 2014-04-01 20.76166780
#> 829 2019-05-05 2014-05-01 26.04834188
#> 830 2019-05-05 2014-06-01 37.93192835
#> 831 2019-05-05 2014-07-01 46.32179525
#> 832 2019-05-05 2014-08-01 41.27328519
#> 833 2019-05-05 2014-09-01 38.93743877
#> 834 2019-05-05 2014-10-01 28.12388241
#> 835 2019-05-05 2014-11-01 26.75923167
#> 836 2019-05-05 2014-12-01 23.57884909
#> 837 2019-05-05 2015-01-01 15.67492588
#> 838 2019-05-05 2015-02-01 17.84001749
#> 839 2019-05-05 2015-03-01 13.42006413
#> 840 2019-05-05 2015-04-01 6.44784426
#> 841 2019-05-05 2015-05-01 11.71467507
#> 842 2019-05-05 2015-06-01 23.67210633
#> 843 2019-05-05 2015-07-01 29.73213253
#> 844 2019-05-05 2015-08-01 19.04163084
#> 845 2019-05-05 2015-09-01 13.47706356
#> 846 2019-05-05 2015-10-01 4.88501517
#> 847 2019-05-05 2015-11-01 6.38514699
#> 848 2019-05-05 2015-12-01 4.44274660
#> 849 2019-05-05 2016-01-01 -0.35671151
#> 850 2019-05-05 2016-02-01 1.00766363
#> 851 2019-05-05 2016-03-01 -1.89247667
#> 852 2019-05-05 2016-04-01 -5.28296277
#> 853 2019-05-05 2016-05-01 -4.01966383
#> 854 2019-05-05 2016-06-01 6.68035718
#> 855 2019-05-05 2016-07-01 12.90205802
#> 856 2019-05-05 2016-08-01 5.70681339
#> 857 2019-05-05 2016-09-01 7.02103941
#> 858 2019-05-05 2016-10-01 -3.32729312
#> 859 2019-05-05 2016-11-01 0.01605897
#> 860 2019-05-05 2016-12-01 -3.49424152
#> 861 2019-05-05 2017-01-01 -2.01674349
#> 862 2019-05-05 2017-02-01 -1.40448570
#> 863 2019-05-05 2017-03-01 -6.08609369
#> 864 2019-05-05 2017-04-01 -10.77221036
#> 865 2019-05-05 2017-05-01 -2.92454315
#> 866 2019-05-05 2017-06-01 7.27662132
#> 867 2019-05-05 2017-07-01 14.31523293
#> 868 2019-05-05 2017-08-01 5.09303797
#> 869 2019-05-05 2017-09-01 4.38992442
#> 870 2019-05-05 2017-10-01 -4.78829838
#> 871 2019-05-05 2017-11-01 -5.91074683
#> 872 2019-05-05 2017-12-01 -8.95600575
#> 873 2019-05-05 2018-01-01 -5.14165190
#> 874 2019-05-05 2018-02-01 -3.60835693
#> 875 2019-05-05 2018-03-01 -2.31492524
#> 876 2019-05-05 2018-04-01 -3.82104917
#> 877 2019-05-05 2018-05-01 -4.95991589
#> 878 2019-05-05 2018-06-01 5.69841661
#> 879 2019-05-05 2018-07-01 12.81932551
#> 880 2019-05-05 2018-08-01 8.45095557
#> 881 2019-05-05 2018-09-01 9.70327333
#> 882 2019-05-05 2018-10-01 -8.79629582
#> 883 2019-05-05 2018-11-01 -1.49506521
#> 884 2019-05-05 2018-12-01 -4.67813063
#> 885 2019-05-05 2019-01-01 -1.37805908
#> 886 2019-05-05 2019-02-01 3.61005887
#> 887 2019-05-05 2019-03-01 6.28755846
#> 888 2019-05-05 2019-04-01 3.60091722
#> 889 2019-05-05 2019-05-01 7.49978501
#> 890 2019-05-05 2019-06-01 NA
#> 891 2019-05-05 2019-07-01 NA
#> 892 2019-05-05 2019-08-01 NA
#> 893 2019-05-05 2019-09-01 NA
#> 894 2019-05-05 2019-10-01 NA
#> 895 2019-05-05 2019-11-01 NA
#> 896 2019-05-05 2019-12-01 NA
#> 897 2019-05-05 2020-01-01 NA
#> 898 2019-05-05 2020-02-01 NA
#> 899 2019-05-05 2020-03-01 NA
#> 900 2019-05-05 2020-04-01 NA
#> 901 2020-04-16 2012-01-01 9.02495995
#> 902 2020-04-16 2012-02-01 11.77780249
#> 903 2020-04-16 2012-03-01 14.80648079
#> 904 2020-04-16 2012-04-01 15.25723030
#> 905 2020-04-16 2012-05-01 21.45945781
#> 906 2020-04-16 2012-06-01 29.80045229
#> 907 2020-04-16 2012-07-01 33.48832905
#> 908 2020-04-16 2012-08-01 32.99086760
#> 909 2020-04-16 2012-09-01 30.82935970
#> 910 2020-04-16 2012-10-01 21.89703066
#> 911 2020-04-16 2012-11-01 22.88716006
#> 912 2020-04-16 2012-12-01 21.59663972
#> 913 2020-04-16 2013-01-01 18.46242293
#> 914 2020-04-16 2013-02-01 17.38915358
#> 915 2020-04-16 2013-03-01 18.71005170
#> 916 2020-04-16 2013-04-01 15.65460587
#> 917 2020-04-16 2013-05-01 21.79653411
#> 918 2020-04-16 2013-06-01 29.92702552
#> 919 2020-04-16 2013-07-01 35.73902790
#> 920 2020-04-16 2013-08-01 32.07259897
#> 921 2020-04-16 2013-09-01 31.99333006
#> 922 2020-04-16 2013-10-01 22.41781502
#> 923 2020-04-16 2013-11-01 26.25573793
#> 924 2020-04-16 2013-12-01 23.44351098
#> 925 2020-04-16 2014-01-01 18.35136452
#> 926 2020-04-16 2014-02-01 21.56107900
#> 927 2020-04-16 2014-03-01 23.40681439
#> 928 2020-04-16 2014-04-01 20.76308078
#> 929 2020-04-16 2014-05-01 26.05408900
#> 930 2020-04-16 2014-06-01 37.92339766
#> 931 2020-04-16 2014-07-01 46.30775134
#> 932 2020-04-16 2014-08-01 41.28003658
#> 933 2020-04-16 2014-09-01 38.94184337
#> 934 2020-04-16 2014-10-01 28.12432186
#> 935 2020-04-16 2014-11-01 26.77643234
#> 936 2020-04-16 2014-12-01 23.57504424
#> 937 2020-04-16 2015-01-01 15.67158881
#> 938 2020-04-16 2015-02-01 17.84697417
#> 939 2020-04-16 2015-03-01 13.42968425
#> 940 2020-04-16 2015-04-01 6.46079173
#> 941 2020-04-16 2015-05-01 11.72650365
#> 942 2020-04-16 2015-06-01 23.68338852
#> 943 2020-04-16 2015-07-01 29.75164059
#> 944 2020-04-16 2015-08-01 19.05151406
#> 945 2020-04-16 2015-09-01 13.48567788
#> 946 2020-04-16 2015-10-01 4.87350425
#> 947 2020-04-16 2015-11-01 6.37088469
#> 948 2020-04-16 2015-12-01 4.60535013
#> 949 2020-04-16 2016-01-01 -0.40603257
#> 950 2020-04-16 2016-02-01 0.80015163
#> 951 2020-04-16 2016-03-01 -1.93005715
#> 952 2020-04-16 2016-04-01 -5.45645895
#> 953 2020-04-16 2016-05-01 -3.96248713
#> 954 2020-04-16 2016-06-01 6.54693242
#> 955 2020-04-16 2016-07-01 12.79532667
#> 956 2020-04-16 2016-08-01 5.77994116
#> 957 2020-04-16 2016-09-01 6.90556295
#> 958 2020-04-16 2016-10-01 -3.18430472
#> 959 2020-04-16 2016-11-01 -0.28284125
#> 960 2020-04-16 2016-12-01 -3.47924980
#> 961 2020-04-16 2017-01-01 -1.94233084
#> 962 2020-04-16 2017-02-01 -1.60776908
#> 963 2020-04-16 2017-03-01 -6.21830567
#> 964 2020-04-16 2017-04-01 -9.58633249
#> 965 2020-04-16 2017-05-01 -3.47093358
#> 966 2020-04-16 2017-06-01 7.40904025
#> 967 2020-04-16 2017-07-01 13.42754216
#> 968 2020-04-16 2017-08-01 4.89155531
#> 969 2020-04-16 2017-09-01 5.70812455
#> 970 2020-04-16 2017-10-01 -5.60229020
#> 971 2020-04-16 2017-11-01 -4.95688746
#> 972 2020-04-16 2017-12-01 -8.25552945
#> 973 2020-04-16 2018-01-01 -6.39525386
#> 974 2020-04-16 2018-02-01 -1.04002161
#> 975 2020-04-16 2018-03-01 -3.21098234
#> 976 2020-04-16 2018-04-01 -6.75690564
#> 977 2020-04-16 2018-05-01 -2.77242525
#> 978 2020-04-16 2018-06-01 8.06491689
#> 979 2020-04-16 2018-07-01 14.82189809
#> 980 2020-04-16 2018-08-01 5.94862426
#> 981 2020-04-16 2018-09-01 9.84031215
#> 982 2020-04-16 2018-10-01 -2.94458153
#> 983 2020-04-16 2018-11-01 0.01419082
#> 984 2020-04-16 2018-12-01 -6.85307364
#> 985 2020-04-16 2019-01-01 0.31329376
#> 986 2020-04-16 2019-02-01 7.09346925
#> 987 2020-04-16 2019-03-01 4.74673815
#> 988 2020-04-16 2019-04-01 2.17925719
#> 989 2020-04-16 2019-05-01 6.17545176
#> 990 2020-04-16 2019-06-01 19.77197077
#> 991 2020-04-16 2019-07-01 20.97957249
#> 992 2020-04-16 2019-08-01 15.45945127
#> 993 2020-04-16 2019-09-01 12.03249790
#> 994 2020-04-16 2019-10-01 -1.51075472
#> 995 2020-04-16 2019-11-01 1.44746690
#> 996 2020-04-16 2019-12-01 -7.29229756
#> 997 2020-04-16 2020-01-01 -8.04330654
#> 998 2020-04-16 2020-02-01 1.37461624
#> 999 2020-04-16 2020-03-01 -5.39538916
#> 1000 2020-04-16 2020-04-01 -7.72044851
simulate_long(periodicity = 1L)
#> rev_date time_period obs_values
#> 1 2027-06-23 2012-01-01 7.1617106
#> 2 2027-06-23 2013-01-01 4.7072914
#> 3 2027-06-23 2014-01-01 2.4930494
#> 4 2027-06-23 2015-01-01 0.7533933
#> 5 2027-06-23 2016-01-01 10.3806843
#> 6 2027-06-23 2017-01-01 16.9585211
#> 7 2027-06-23 2018-01-01 22.6195351
#> 8 2027-06-23 2019-01-01 34.9950649
#> 9 2027-06-23 2020-01-01 47.6751868
#> 10 2027-06-23 2021-01-01 57.5243730
#> 11 2027-06-23 2022-01-01 73.5213278
#> 12 2027-06-23 2023-01-01 82.7060447
#> 13 2027-06-23 2024-01-01 90.7229932
#> 14 2027-06-23 2025-01-01 100.7142150
#> 15 2027-06-23 2026-01-01 106.7754057
#> 16 2027-06-23 2027-01-01 114.8614839
#> 17 2027-06-23 2028-01-01 NA
#> 18 2027-06-23 2029-01-01 NA
#> 19 2027-06-23 2030-01-01 NA
#> 20 2027-06-23 2031-01-01 NA
#> 21 2027-06-23 2032-01-01 NA
#> 22 2027-06-23 2033-01-01 NA
#> 23 2027-06-23 2034-01-01 NA
#> 24 2027-06-23 2035-01-01 NA
#> 25 2027-06-23 2036-01-01 NA
#> 26 2027-06-23 2037-01-01 NA
#> 27 2027-06-23 2038-01-01 NA
#> 28 2027-06-23 2039-01-01 NA
#> 29 2027-06-23 2040-01-01 NA
#> 30 2027-06-23 2041-01-01 NA
#> 31 2027-06-23 2042-01-01 NA
#> 32 2027-06-23 2043-01-01 NA
#> 33 2027-06-23 2044-01-01 NA
#> 34 2027-06-23 2045-01-01 NA
#> 35 2027-06-23 2046-01-01 NA
#> 36 2027-06-23 2047-01-01 NA
#> 37 2027-06-23 2048-01-01 NA
#> 38 2027-06-23 2049-01-01 NA
#> 39 2027-06-23 2050-01-01 NA
#> 40 2027-06-23 2051-01-01 NA
#> 41 2027-06-23 2052-01-01 NA
#> 42 2027-06-23 2053-01-01 NA
#> 43 2027-06-23 2054-01-01 NA
#> 44 2027-06-23 2055-01-01 NA
#> 45 2027-06-23 2056-01-01 NA
#> 46 2027-06-23 2057-01-01 NA
#> 47 2027-06-23 2058-01-01 NA
#> 48 2027-06-23 2059-01-01 NA
#> 49 2027-06-23 2060-01-01 NA
#> 50 2027-06-23 2061-01-01 NA
#> 51 2035-11-28 2012-01-01 5.2487162
#> 52 2035-11-28 2013-01-01 2.2610217
#> 53 2035-11-28 2014-01-01 3.8488236
#> 54 2035-11-28 2015-01-01 2.1859960
#> 55 2035-11-28 2016-01-01 8.9708595
#> 56 2035-11-28 2017-01-01 16.2289344
#> 57 2035-11-28 2018-01-01 28.2284970
#> 58 2035-11-28 2019-01-01 36.1776261
#> 59 2035-11-28 2020-01-01 46.6152344
#> 60 2035-11-28 2021-01-01 59.7754006
#> 61 2035-11-28 2022-01-01 68.7795325
#> 62 2035-11-28 2023-01-01 81.4956068
#> 63 2035-11-28 2024-01-01 89.9148970
#> 64 2035-11-28 2025-01-01 99.0793300
#> 65 2035-11-28 2026-01-01 104.5828818
#> 66 2035-11-28 2027-01-01 110.7880675
#> 67 2035-11-28 2028-01-01 119.9610392
#> 68 2035-11-28 2029-01-01 129.5194513
#> 69 2035-11-28 2030-01-01 137.6299146
#> 70 2035-11-28 2031-01-01 148.5270181
#> 71 2035-11-28 2032-01-01 148.9752086
#> 72 2035-11-28 2033-01-01 150.5319349
#> 73 2035-11-28 2034-01-01 152.2947626
#> 74 2035-11-28 2035-01-01 158.2136399
#> 75 2035-11-28 2036-01-01 NA
#> 76 2035-11-28 2037-01-01 NA
#> 77 2035-11-28 2038-01-01 NA
#> 78 2035-11-28 2039-01-01 NA
#> 79 2035-11-28 2040-01-01 NA
#> 80 2035-11-28 2041-01-01 NA
#> 81 2035-11-28 2042-01-01 NA
#> 82 2035-11-28 2043-01-01 NA
#> 83 2035-11-28 2044-01-01 NA
#> 84 2035-11-28 2045-01-01 NA
#> 85 2035-11-28 2046-01-01 NA
#> 86 2035-11-28 2047-01-01 NA
#> 87 2035-11-28 2048-01-01 NA
#> 88 2035-11-28 2049-01-01 NA
#> 89 2035-11-28 2050-01-01 NA
#> 90 2035-11-28 2051-01-01 NA
#> 91 2035-11-28 2052-01-01 NA
#> 92 2035-11-28 2053-01-01 NA
#> 93 2035-11-28 2054-01-01 NA
#> 94 2035-11-28 2055-01-01 NA
#> 95 2035-11-28 2056-01-01 NA
#> 96 2035-11-28 2057-01-01 NA
#> 97 2035-11-28 2058-01-01 NA
#> 98 2035-11-28 2059-01-01 NA
#> 99 2035-11-28 2060-01-01 NA
#> 100 2035-11-28 2061-01-01 NA
#> 101 2035-12-20 2012-01-01 7.1785778
#> 102 2035-12-20 2013-01-01 2.0653766
#> 103 2035-12-20 2014-01-01 2.8466556
#> 104 2035-12-20 2015-01-01 2.6140254
#> 105 2035-12-20 2016-01-01 8.5817845
#> 106 2035-12-20 2017-01-01 16.1875986
#> 107 2035-12-20 2018-01-01 27.9522924
#> 108 2035-12-20 2019-01-01 36.0500219
#> 109 2035-12-20 2020-01-01 45.3659936
#> 110 2035-12-20 2021-01-01 59.5938774
#> 111 2035-12-20 2022-01-01 71.3615913
#> 112 2035-12-20 2023-01-01 81.2322698
#> 113 2035-12-20 2024-01-01 90.3283332
#> 114 2035-12-20 2025-01-01 98.3269554
#> 115 2035-12-20 2026-01-01 106.2123426
#> 116 2035-12-20 2027-01-01 111.3236928
#> 117 2035-12-20 2028-01-01 119.8352182
#> 118 2035-12-20 2029-01-01 131.3056562
#> 119 2035-12-20 2030-01-01 137.8680998
#> 120 2035-12-20 2031-01-01 144.6966924
#> 121 2035-12-20 2032-01-01 146.1333311
#> 122 2035-12-20 2033-01-01 148.9208609
#> 123 2035-12-20 2034-01-01 152.5746904
#> 124 2035-12-20 2035-01-01 158.0145246
#> 125 2035-12-20 2036-01-01 NA
#> 126 2035-12-20 2037-01-01 NA
#> 127 2035-12-20 2038-01-01 NA
#> 128 2035-12-20 2039-01-01 NA
#> 129 2035-12-20 2040-01-01 NA
#> 130 2035-12-20 2041-01-01 NA
#> 131 2035-12-20 2042-01-01 NA
#> 132 2035-12-20 2043-01-01 NA
#> 133 2035-12-20 2044-01-01 NA
#> 134 2035-12-20 2045-01-01 NA
#> 135 2035-12-20 2046-01-01 NA
#> 136 2035-12-20 2047-01-01 NA
#> 137 2035-12-20 2048-01-01 NA
#> 138 2035-12-20 2049-01-01 NA
#> 139 2035-12-20 2050-01-01 NA
#> 140 2035-12-20 2051-01-01 NA
#> 141 2035-12-20 2052-01-01 NA
#> 142 2035-12-20 2053-01-01 NA
#> 143 2035-12-20 2054-01-01 NA
#> 144 2035-12-20 2055-01-01 NA
#> 145 2035-12-20 2056-01-01 NA
#> 146 2035-12-20 2057-01-01 NA
#> 147 2035-12-20 2058-01-01 NA
#> 148 2035-12-20 2059-01-01 NA
#> 149 2035-12-20 2060-01-01 NA
#> 150 2035-12-20 2061-01-01 NA
#> 151 2036-03-01 2012-01-01 6.5461882
#> 152 2036-03-01 2013-01-01 3.0462876
#> 153 2036-03-01 2014-01-01 3.1106088
#> 154 2036-03-01 2015-01-01 2.5098996
#> 155 2036-03-01 2016-01-01 8.3043338
#> 156 2036-03-01 2017-01-01 16.7087676
#> 157 2036-03-01 2018-01-01 28.7536474
#> 158 2036-03-01 2019-01-01 37.1992233
#> 159 2036-03-01 2020-01-01 46.1563999
#> 160 2036-03-01 2021-01-01 58.9789708
#> 161 2036-03-01 2022-01-01 71.4626369
#> 162 2036-03-01 2023-01-01 80.8288997
#> 163 2036-03-01 2024-01-01 90.1377649
#> 164 2036-03-01 2025-01-01 98.5346042
#> 165 2036-03-01 2026-01-01 105.5551258
#> 166 2036-03-01 2027-01-01 111.5607599
#> 167 2036-03-01 2028-01-01 120.2171920
#> 168 2036-03-01 2029-01-01 132.0423784
#> 169 2036-03-01 2030-01-01 139.0543864
#> 170 2036-03-01 2031-01-01 145.1057066
#> 171 2036-03-01 2032-01-01 146.6410416
#> 172 2036-03-01 2033-01-01 148.7976158
#> 173 2036-03-01 2034-01-01 153.3973230
#> 174 2036-03-01 2035-01-01 158.8541569
#> 175 2036-03-01 2036-01-01 163.9983804
#> 176 2036-03-01 2037-01-01 NA
#> 177 2036-03-01 2038-01-01 NA
#> 178 2036-03-01 2039-01-01 NA
#> 179 2036-03-01 2040-01-01 NA
#> 180 2036-03-01 2041-01-01 NA
#> 181 2036-03-01 2042-01-01 NA
#> 182 2036-03-01 2043-01-01 NA
#> 183 2036-03-01 2044-01-01 NA
#> 184 2036-03-01 2045-01-01 NA
#> 185 2036-03-01 2046-01-01 NA
#> 186 2036-03-01 2047-01-01 NA
#> 187 2036-03-01 2048-01-01 NA
#> 188 2036-03-01 2049-01-01 NA
#> 189 2036-03-01 2050-01-01 NA
#> 190 2036-03-01 2051-01-01 NA
#> 191 2036-03-01 2052-01-01 NA
#> 192 2036-03-01 2053-01-01 NA
#> 193 2036-03-01 2054-01-01 NA
#> 194 2036-03-01 2055-01-01 NA
#> 195 2036-03-01 2056-01-01 NA
#> 196 2036-03-01 2057-01-01 NA
#> 197 2036-03-01 2058-01-01 NA
#> 198 2036-03-01 2059-01-01 NA
#> 199 2036-03-01 2060-01-01 NA
#> 200 2036-03-01 2061-01-01 NA
#> 201 2036-07-04 2012-01-01 6.5250221
#> 202 2036-07-04 2013-01-01 2.8088976
#> 203 2036-07-04 2014-01-01 2.5315714
#> 204 2036-07-04 2015-01-01 2.5415521
#> 205 2036-07-04 2016-01-01 8.4588606
#> 206 2036-07-04 2017-01-01 16.7405939
#> 207 2036-07-04 2018-01-01 28.4070834
#> 208 2036-07-04 2019-01-01 36.5543935
#> 209 2036-07-04 2020-01-01 46.3993843
#> 210 2036-07-04 2021-01-01 59.0183217
#> 211 2036-07-04 2022-01-01 71.4775893
#> 212 2036-07-04 2023-01-01 80.5888302
#> 213 2036-07-04 2024-01-01 90.4733957
#> 214 2036-07-04 2025-01-01 98.1416479
#> 215 2036-07-04 2026-01-01 105.6074823
#> 216 2036-07-04 2027-01-01 111.5428113
#> 217 2036-07-04 2028-01-01 120.2021906
#> 218 2036-07-04 2029-01-01 131.4982178
#> 219 2036-07-04 2030-01-01 139.7766451
#> 220 2036-07-04 2031-01-01 145.4549450
#> 221 2036-07-04 2032-01-01 146.0606903
#> 222 2036-07-04 2033-01-01 149.2623154
#> 223 2036-07-04 2034-01-01 153.0425364
#> 224 2036-07-04 2035-01-01 158.5052450
#> 225 2036-07-04 2036-01-01 164.1273072
#> 226 2036-07-04 2037-01-01 NA
#> 227 2036-07-04 2038-01-01 NA
#> 228 2036-07-04 2039-01-01 NA
#> 229 2036-07-04 2040-01-01 NA
#> 230 2036-07-04 2041-01-01 NA
#> 231 2036-07-04 2042-01-01 NA
#> 232 2036-07-04 2043-01-01 NA
#> 233 2036-07-04 2044-01-01 NA
#> 234 2036-07-04 2045-01-01 NA
#> 235 2036-07-04 2046-01-01 NA
#> 236 2036-07-04 2047-01-01 NA
#> 237 2036-07-04 2048-01-01 NA
#> 238 2036-07-04 2049-01-01 NA
#> 239 2036-07-04 2050-01-01 NA
#> 240 2036-07-04 2051-01-01 NA
#> 241 2036-07-04 2052-01-01 NA
#> 242 2036-07-04 2053-01-01 NA
#> 243 2036-07-04 2054-01-01 NA
#> 244 2036-07-04 2055-01-01 NA
#> 245 2036-07-04 2056-01-01 NA
#> 246 2036-07-04 2057-01-01 NA
#> 247 2036-07-04 2058-01-01 NA
#> 248 2036-07-04 2059-01-01 NA
#> 249 2036-07-04 2060-01-01 NA
#> 250 2036-07-04 2061-01-01 NA
#> 251 2036-12-28 2012-01-01 6.5195952
#> 252 2036-12-28 2013-01-01 2.8773849
#> 253 2036-12-28 2014-01-01 2.5764236
#> 254 2036-12-28 2015-01-01 2.4467099
#> 255 2036-12-28 2016-01-01 8.4639810
#> 256 2036-12-28 2017-01-01 16.6258324
#> 257 2036-12-28 2018-01-01 28.4800317
#> 258 2036-12-28 2019-01-01 36.5947513
#> 259 2036-12-28 2020-01-01 46.2264989
#> 260 2036-12-28 2021-01-01 58.8712796
#> 261 2036-12-28 2022-01-01 71.5150789
#> 262 2036-12-28 2023-01-01 80.5913269
#> 263 2036-12-28 2024-01-01 90.5060185
#> 264 2036-12-28 2025-01-01 98.2385884
#> 265 2036-12-28 2026-01-01 105.7058758
#> 266 2036-12-28 2027-01-01 111.4598672
#> 267 2036-12-28 2028-01-01 120.2265997
#> 268 2036-12-28 2029-01-01 131.3508249
#> 269 2036-12-28 2030-01-01 139.9259534
#> 270 2036-12-28 2031-01-01 144.9836987
#> 271 2036-12-28 2032-01-01 146.1980973
#> 272 2036-12-28 2033-01-01 149.0107926
#> 273 2036-12-28 2034-01-01 152.7229922
#> 274 2036-12-28 2035-01-01 158.3312540
#> 275 2036-12-28 2036-01-01 162.3735023
#> 276 2036-12-28 2037-01-01 NA
#> 277 2036-12-28 2038-01-01 NA
#> 278 2036-12-28 2039-01-01 NA
#> 279 2036-12-28 2040-01-01 NA
#> 280 2036-12-28 2041-01-01 NA
#> 281 2036-12-28 2042-01-01 NA
#> 282 2036-12-28 2043-01-01 NA
#> 283 2036-12-28 2044-01-01 NA
#> 284 2036-12-28 2045-01-01 NA
#> 285 2036-12-28 2046-01-01 NA
#> 286 2036-12-28 2047-01-01 NA
#> 287 2036-12-28 2048-01-01 NA
#> 288 2036-12-28 2049-01-01 NA
#> 289 2036-12-28 2050-01-01 NA
#> 290 2036-12-28 2051-01-01 NA
#> 291 2036-12-28 2052-01-01 NA
#> 292 2036-12-28 2053-01-01 NA
#> 293 2036-12-28 2054-01-01 NA
#> 294 2036-12-28 2055-01-01 NA
#> 295 2036-12-28 2056-01-01 NA
#> 296 2036-12-28 2057-01-01 NA
#> 297 2036-12-28 2058-01-01 NA
#> 298 2036-12-28 2059-01-01 NA
#> 299 2036-12-28 2060-01-01 NA
#> 300 2036-12-28 2061-01-01 NA
#> 301 2037-11-10 2012-01-01 6.5482424
#> 302 2037-11-10 2013-01-01 2.9739078
#> 303 2037-11-10 2014-01-01 2.6450711
#> 304 2037-11-10 2015-01-01 2.3893402
#> 305 2037-11-10 2016-01-01 8.4939527
#> 306 2037-11-10 2017-01-01 16.7576370
#> 307 2037-11-10 2018-01-01 28.5051267
#> 308 2037-11-10 2019-01-01 36.6501356
#> 309 2037-11-10 2020-01-01 46.3081916
#> 310 2037-11-10 2021-01-01 58.8986419
#> 311 2037-11-10 2022-01-01 71.4626510
#> 312 2037-11-10 2023-01-01 80.5502002
#> 313 2037-11-10 2024-01-01 90.4157705
#> 314 2037-11-10 2025-01-01 98.2954351
#> 315 2037-11-10 2026-01-01 105.6073119
#> 316 2037-11-10 2027-01-01 111.4012332
#> 317 2037-11-10 2028-01-01 120.0546613
#> 318 2037-11-10 2029-01-01 131.2478013
#> 319 2037-11-10 2030-01-01 139.7264723
#> 320 2037-11-10 2031-01-01 145.2384428
#> 321 2037-11-10 2032-01-01 146.3536312
#> 322 2037-11-10 2033-01-01 148.8585946
#> 323 2037-11-10 2034-01-01 153.0259360
#> 324 2037-11-10 2035-01-01 158.7493111
#> 325 2037-11-10 2036-01-01 163.2982885
#> 326 2037-11-10 2037-01-01 177.4570062
#> 327 2037-11-10 2038-01-01 NA
#> 328 2037-11-10 2039-01-01 NA
#> 329 2037-11-10 2040-01-01 NA
#> 330 2037-11-10 2041-01-01 NA
#> 331 2037-11-10 2042-01-01 NA
#> 332 2037-11-10 2043-01-01 NA
#> 333 2037-11-10 2044-01-01 NA
#> 334 2037-11-10 2045-01-01 NA
#> 335 2037-11-10 2046-01-01 NA
#> 336 2037-11-10 2047-01-01 NA
#> 337 2037-11-10 2048-01-01 NA
#> 338 2037-11-10 2049-01-01 NA
#> 339 2037-11-10 2050-01-01 NA
#> 340 2037-11-10 2051-01-01 NA
#> 341 2037-11-10 2052-01-01 NA
#> 342 2037-11-10 2053-01-01 NA
#> 343 2037-11-10 2054-01-01 NA
#> 344 2037-11-10 2055-01-01 NA
#> 345 2037-11-10 2056-01-01 NA
#> 346 2037-11-10 2057-01-01 NA
#> 347 2037-11-10 2058-01-01 NA
#> 348 2037-11-10 2059-01-01 NA
#> 349 2037-11-10 2060-01-01 NA
#> 350 2037-11-10 2061-01-01 NA
#> 351 2038-09-21 2012-01-01 6.5827737
#> 352 2038-09-21 2013-01-01 2.9911397
#> 353 2038-09-21 2014-01-01 2.6741826
#> 354 2038-09-21 2015-01-01 2.3769412
#> 355 2038-09-21 2016-01-01 8.4748776
#> 356 2038-09-21 2017-01-01 16.6655368
#> 357 2038-09-21 2018-01-01 28.4866430
#> 358 2038-09-21 2019-01-01 36.7261832
#> 359 2038-09-21 2020-01-01 46.2946571
#> 360 2038-09-21 2021-01-01 58.9308633
#> 361 2038-09-21 2022-01-01 71.4402553
#> 362 2038-09-21 2023-01-01 80.5540073
#> 363 2038-09-21 2024-01-01 90.4162912
#> 364 2038-09-21 2025-01-01 98.2601659
#> 365 2038-09-21 2026-01-01 105.5614215
#> 366 2038-09-21 2027-01-01 111.4262207
#> 367 2038-09-21 2028-01-01 120.1345396
#> 368 2038-09-21 2029-01-01 131.2303342
#> 369 2038-09-21 2030-01-01 139.8274638
#> 370 2038-09-21 2031-01-01 145.0912207
#> 371 2038-09-21 2032-01-01 146.3293344
#> 372 2038-09-21 2033-01-01 148.8683004
#> 373 2038-09-21 2034-01-01 153.0319381
#> 374 2038-09-21 2035-01-01 158.6471339
#> 375 2038-09-21 2036-01-01 163.0142738
#> 376 2038-09-21 2037-01-01 173.3347637
#> 377 2038-09-21 2038-01-01 184.2289879
#> 378 2038-09-21 2039-01-01 NA
#> 379 2038-09-21 2040-01-01 NA
#> 380 2038-09-21 2041-01-01 NA
#> 381 2038-09-21 2042-01-01 NA
#> 382 2038-09-21 2043-01-01 NA
#> 383 2038-09-21 2044-01-01 NA
#> 384 2038-09-21 2045-01-01 NA
#> 385 2038-09-21 2046-01-01 NA
#> 386 2038-09-21 2047-01-01 NA
#> 387 2038-09-21 2048-01-01 NA
#> 388 2038-09-21 2049-01-01 NA
#> 389 2038-09-21 2050-01-01 NA
#> 390 2038-09-21 2051-01-01 NA
#> 391 2038-09-21 2052-01-01 NA
#> 392 2038-09-21 2053-01-01 NA
#> 393 2038-09-21 2054-01-01 NA
#> 394 2038-09-21 2055-01-01 NA
#> 395 2038-09-21 2056-01-01 NA
#> 396 2038-09-21 2057-01-01 NA
#> 397 2038-09-21 2058-01-01 NA
#> 398 2038-09-21 2059-01-01 NA
#> 399 2038-09-21 2060-01-01 NA
#> 400 2038-09-21 2061-01-01 NA
#> 401 2043-09-04 2012-01-01 6.5827006
#> 402 2043-09-04 2013-01-01 2.9987627
#> 403 2043-09-04 2014-01-01 2.6582058
#> 404 2043-09-04 2015-01-01 2.3558267
#> 405 2043-09-04 2016-01-01 8.4553982
#> 406 2043-09-04 2017-01-01 16.6764388
#> 407 2043-09-04 2018-01-01 28.4781571
#> 408 2043-09-04 2019-01-01 36.6989554
#> 409 2043-09-04 2020-01-01 46.2969729
#> 410 2043-09-04 2021-01-01 58.9109672
#> 411 2043-09-04 2022-01-01 71.4354228
#> 412 2043-09-04 2023-01-01 80.5596518
#> 413 2043-09-04 2024-01-01 90.4354998
#> 414 2043-09-04 2025-01-01 98.2493339
#> 415 2043-09-04 2026-01-01 105.6053266
#> 416 2043-09-04 2027-01-01 111.4362953
#> 417 2043-09-04 2028-01-01 120.1038540
#> 418 2043-09-04 2029-01-01 131.2710933
#> 419 2043-09-04 2030-01-01 139.8018659
#> 420 2043-09-04 2031-01-01 145.0862595
#> 421 2043-09-04 2032-01-01 146.3891031
#> 422 2043-09-04 2033-01-01 148.8412342
#> 423 2043-09-04 2034-01-01 153.0260006
#> 424 2043-09-04 2035-01-01 158.6567331
#> 425 2043-09-04 2036-01-01 163.0235616
#> 426 2043-09-04 2037-01-01 173.5818001
#> 427 2043-09-04 2038-01-01 183.7346736
#> 428 2043-09-04 2039-01-01 192.1605178
#> 429 2043-09-04 2040-01-01 199.5743211
#> 430 2043-09-04 2041-01-01 204.7861098
#> 431 2043-09-04 2042-01-01 208.0394372
#> 432 2043-09-04 2043-01-01 210.3968866
#> 433 2043-09-04 2044-01-01 NA
#> 434 2043-09-04 2045-01-01 NA
#> 435 2043-09-04 2046-01-01 NA
#> 436 2043-09-04 2047-01-01 NA
#> 437 2043-09-04 2048-01-01 NA
#> 438 2043-09-04 2049-01-01 NA
#> 439 2043-09-04 2050-01-01 NA
#> 440 2043-09-04 2051-01-01 NA
#> 441 2043-09-04 2052-01-01 NA
#> 442 2043-09-04 2053-01-01 NA
#> 443 2043-09-04 2054-01-01 NA
#> 444 2043-09-04 2055-01-01 NA
#> 445 2043-09-04 2056-01-01 NA
#> 446 2043-09-04 2057-01-01 NA
#> 447 2043-09-04 2058-01-01 NA
#> 448 2043-09-04 2059-01-01 NA
#> 449 2043-09-04 2060-01-01 NA
#> 450 2043-09-04 2061-01-01 NA
#> 451 2054-11-02 2012-01-01 6.5790604
#> 452 2054-11-02 2013-01-01 2.9846223
#> 453 2054-11-02 2014-01-01 2.6447680
#> 454 2054-11-02 2015-01-01 2.3591534
#> 455 2054-11-02 2016-01-01 8.4473288
#> 456 2054-11-02 2017-01-01 16.6885089
#> 457 2054-11-02 2018-01-01 28.4897144
#> 458 2054-11-02 2019-01-01 36.6828420
#> 459 2054-11-02 2020-01-01 46.3066078
#> 460 2054-11-02 2021-01-01 58.9163698
#> 461 2054-11-02 2022-01-01 71.4340816
#> 462 2054-11-02 2023-01-01 80.5683624
#> 463 2054-11-02 2024-01-01 90.4373693
#> 464 2054-11-02 2025-01-01 98.2624513
#> 465 2054-11-02 2026-01-01 105.5863427
#> 466 2054-11-02 2027-01-01 111.4320419
#> 467 2054-11-02 2028-01-01 120.1248095
#> 468 2054-11-02 2029-01-01 131.2529583
#> 469 2054-11-02 2030-01-01 139.8208648
#> 470 2054-11-02 2031-01-01 145.0931925
#> 471 2054-11-02 2032-01-01 146.3628288
#> 472 2054-11-02 2033-01-01 148.8600021
#> 473 2054-11-02 2034-01-01 153.0397746
#> 474 2054-11-02 2035-01-01 158.6774677
#> 475 2054-11-02 2036-01-01 163.0252758
#> 476 2054-11-02 2037-01-01 173.1838365
#> 477 2054-11-02 2038-01-01 181.5965386
#> 478 2054-11-02 2039-01-01 190.0582888
#> 479 2054-11-02 2040-01-01 198.1380978
#> 480 2054-11-02 2041-01-01 203.3573919
#> 481 2054-11-02 2042-01-01 208.7055914
#> 482 2054-11-02 2043-01-01 208.9739174
#> 483 2054-11-02 2044-01-01 214.9749337
#> 484 2054-11-02 2045-01-01 218.9584768
#> 485 2054-11-02 2046-01-01 236.2731025
#> 486 2054-11-02 2047-01-01 253.2995949
#> 487 2054-11-02 2048-01-01 268.3845850
#> 488 2054-11-02 2049-01-01 288.4840277
#> 489 2054-11-02 2050-01-01 307.9590060
#> 490 2054-11-02 2051-01-01 323.7912091
#> 491 2054-11-02 2052-01-01 344.8132543
#> 492 2054-11-02 2053-01-01 361.9521219
#> 493 2054-11-02 2054-01-01 382.5256280
#> 494 2054-11-02 2055-01-01 NA
#> 495 2054-11-02 2056-01-01 NA
#> 496 2054-11-02 2057-01-01 NA
#> 497 2054-11-02 2058-01-01 NA
#> 498 2054-11-02 2059-01-01 NA
#> 499 2054-11-02 2060-01-01 NA
#> 500 2054-11-02 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 2000-05-13 2000-01-01 8.4328505
#> 2 2000-05-13 2000-02-01 6.4059793
#> 3 2000-05-13 2000-03-01 8.4893613
#> 4 2000-05-13 2000-04-01 9.2775281
#> 5 2000-05-13 2000-05-01 6.3529027
#> 6 2000-05-13 2000-06-01 NA
#> 7 2000-05-13 2000-07-01 NA
#> 8 2000-05-13 2000-08-01 NA
#> 9 2000-05-13 2000-09-01 NA
#> 10 2000-05-13 2000-10-01 NA
#> 11 2000-05-13 2000-11-01 NA
#> 12 2000-05-13 2000-12-01 NA
#> 13 2000-05-13 2001-01-01 NA
#> 14 2000-05-13 2001-02-01 NA
#> 15 2000-05-13 2001-03-01 NA
#> 16 2000-05-13 2001-04-01 NA
#> 17 2000-05-13 2001-05-01 NA
#> 18 2000-05-13 2001-06-01 NA
#> 19 2000-05-13 2001-07-01 NA
#> 20 2000-05-13 2001-08-01 NA
#> 21 2000-05-13 2001-09-01 NA
#> 22 2000-05-13 2001-10-01 NA
#> 23 2000-05-13 2001-11-01 NA
#> 24 2000-05-13 2001-12-01 NA
#> 25 2000-05-13 2002-01-01 NA
#> 26 2000-05-13 2002-02-01 NA
#> 27 2000-05-13 2002-03-01 NA
#> 28 2000-05-13 2002-04-01 NA
#> 29 2000-05-13 2002-05-01 NA
#> 30 2000-05-13 2002-06-01 NA
#> 31 2000-05-13 2002-07-01 NA
#> 32 2000-05-13 2002-08-01 NA
#> 33 2000-05-13 2002-09-01 NA
#> 34 2000-05-13 2002-10-01 NA
#> 35 2000-05-13 2002-11-01 NA
#> 36 2000-05-13 2002-12-01 NA
#> 37 2000-05-13 2003-01-01 NA
#> 38 2000-05-13 2003-02-01 NA
#> 39 2000-05-13 2003-03-01 NA
#> 40 2000-05-13 2003-04-01 NA
#> 41 2000-05-13 2003-05-01 NA
#> 42 2000-05-13 2003-06-01 NA
#> 43 2000-05-13 2003-07-01 NA
#> 44 2000-05-13 2003-08-01 NA
#> 45 2000-05-13 2003-09-01 NA
#> 46 2000-05-13 2003-10-01 NA
#> 47 2000-05-13 2003-11-01 NA
#> 48 2000-05-13 2003-12-01 NA
#> 49 2000-05-13 2004-01-01 NA
#> 50 2000-05-13 2004-02-01 NA
#> 51 2000-05-13 2004-03-01 NA
#> 52 2000-05-13 2004-04-01 NA
#> 53 2000-05-13 2004-05-01 NA
#> 54 2000-05-13 2004-06-01 NA
#> 55 2000-05-13 2004-07-01 NA
#> 56 2000-05-13 2004-08-01 NA
#> 57 2000-05-13 2004-09-01 NA
#> 58 2000-05-13 2004-10-01 NA
#> 59 2000-05-13 2004-11-01 NA
#> 60 2000-05-13 2004-12-01 NA
#> 61 2000-05-13 2005-01-01 NA
#> 62 2000-05-13 2005-02-01 NA
#> 63 2000-05-13 2005-03-01 NA
#> 64 2000-05-13 2005-04-01 NA
#> 65 2000-05-13 2005-05-01 NA
#> 66 2000-05-13 2005-06-01 NA
#> 67 2000-05-13 2005-07-01 NA
#> 68 2000-05-13 2005-08-01 NA
#> 69 2000-05-13 2005-09-01 NA
#> 70 2000-05-13 2005-10-01 NA
#> 71 2000-05-13 2005-11-01 NA
#> 72 2000-05-13 2005-12-01 NA
#> 73 2000-05-13 2006-01-01 NA
#> 74 2000-05-13 2006-02-01 NA
#> 75 2000-05-13 2006-03-01 NA
#> 76 2000-05-13 2006-04-01 NA
#> 77 2000-05-13 2006-05-01 NA
#> 78 2000-05-13 2006-06-01 NA
#> 79 2000-05-13 2006-07-01 NA
#> 80 2000-05-13 2006-08-01 NA
#> 81 2000-05-13 2006-09-01 NA
#> 82 2000-05-13 2006-10-01 NA
#> 83 2000-05-13 2006-11-01 NA
#> 84 2000-05-13 2006-12-01 NA
#> 85 2000-05-13 2007-01-01 NA
#> 86 2000-05-13 2007-02-01 NA
#> 87 2000-05-13 2007-03-01 NA
#> 88 2000-05-13 2007-04-01 NA
#> 89 2000-05-13 2007-05-01 NA
#> 90 2000-05-13 2007-06-01 NA
#> 91 2000-05-13 2007-07-01 NA
#> 92 2000-05-13 2007-08-01 NA
#> 93 2000-05-13 2007-09-01 NA
#> 94 2000-05-13 2007-10-01 NA
#> 95 2000-05-13 2007-11-01 NA
#> 96 2000-05-13 2007-12-01 NA
#> 97 2000-05-13 2008-01-01 NA
#> 98 2000-05-13 2008-02-01 NA
#> 99 2000-05-13 2008-03-01 NA
#> 100 2000-05-13 2008-04-01 NA
#> 101 2000-05-13 2008-05-01 NA
#> 102 2000-05-13 2008-06-01 NA
#> 103 2000-05-13 2008-07-01 NA
#> 104 2000-05-13 2008-08-01 NA
#> 105 2000-05-13 2008-09-01 NA
#> 106 2000-05-13 2008-10-01 NA
#> 107 2000-05-13 2008-11-01 NA
#> 108 2000-05-13 2008-12-01 NA
#> 109 2000-05-13 2009-01-01 NA
#> 110 2000-05-13 2009-02-01 NA
#> 111 2000-05-13 2009-03-01 NA
#> 112 2000-05-13 2009-04-01 NA
#> 113 2000-05-13 2009-05-01 NA
#> 114 2000-05-13 2009-06-01 NA
#> 115 2000-05-13 2009-07-01 NA
#> 116 2000-05-13 2009-08-01 NA
#> 117 2000-05-13 2009-09-01 NA
#> 118 2000-05-13 2009-10-01 NA
#> 119 2000-05-13 2009-11-01 NA
#> 120 2000-05-13 2009-12-01 NA
#> 121 2000-07-31 2000-01-01 7.3330921
#> 122 2000-07-31 2000-02-01 7.5279608
#> 123 2000-07-31 2000-03-01 8.3409169
#> 124 2000-07-31 2000-04-01 10.7188967
#> 125 2000-07-31 2000-05-01 9.0025441
#> 126 2000-07-31 2000-06-01 10.2797035
#> 127 2000-07-31 2000-07-01 20.8728257
#> 128 2000-07-31 2000-08-01 NA
#> 129 2000-07-31 2000-09-01 NA
#> 130 2000-07-31 2000-10-01 NA
#> 131 2000-07-31 2000-11-01 NA
#> 132 2000-07-31 2000-12-01 NA
#> 133 2000-07-31 2001-01-01 NA
#> 134 2000-07-31 2001-02-01 NA
#> 135 2000-07-31 2001-03-01 NA
#> 136 2000-07-31 2001-04-01 NA
#> 137 2000-07-31 2001-05-01 NA
#> 138 2000-07-31 2001-06-01 NA
#> 139 2000-07-31 2001-07-01 NA
#> 140 2000-07-31 2001-08-01 NA
#> 141 2000-07-31 2001-09-01 NA
#> 142 2000-07-31 2001-10-01 NA
#> 143 2000-07-31 2001-11-01 NA
#> 144 2000-07-31 2001-12-01 NA
#> 145 2000-07-31 2002-01-01 NA
#> 146 2000-07-31 2002-02-01 NA
#> 147 2000-07-31 2002-03-01 NA
#> 148 2000-07-31 2002-04-01 NA
#> 149 2000-07-31 2002-05-01 NA
#> 150 2000-07-31 2002-06-01 NA
#> 151 2000-07-31 2002-07-01 NA
#> 152 2000-07-31 2002-08-01 NA
#> 153 2000-07-31 2002-09-01 NA
#> 154 2000-07-31 2002-10-01 NA
#> 155 2000-07-31 2002-11-01 NA
#> 156 2000-07-31 2002-12-01 NA
#> 157 2000-07-31 2003-01-01 NA
#> 158 2000-07-31 2003-02-01 NA
#> 159 2000-07-31 2003-03-01 NA
#> 160 2000-07-31 2003-04-01 NA
#> 161 2000-07-31 2003-05-01 NA
#> 162 2000-07-31 2003-06-01 NA
#> 163 2000-07-31 2003-07-01 NA
#> 164 2000-07-31 2003-08-01 NA
#> 165 2000-07-31 2003-09-01 NA
#> 166 2000-07-31 2003-10-01 NA
#> 167 2000-07-31 2003-11-01 NA
#> 168 2000-07-31 2003-12-01 NA
#> 169 2000-07-31 2004-01-01 NA
#> 170 2000-07-31 2004-02-01 NA
#> 171 2000-07-31 2004-03-01 NA
#> 172 2000-07-31 2004-04-01 NA
#> 173 2000-07-31 2004-05-01 NA
#> 174 2000-07-31 2004-06-01 NA
#> 175 2000-07-31 2004-07-01 NA
#> 176 2000-07-31 2004-08-01 NA
#> 177 2000-07-31 2004-09-01 NA
#> 178 2000-07-31 2004-10-01 NA
#> 179 2000-07-31 2004-11-01 NA
#> 180 2000-07-31 2004-12-01 NA
#> 181 2000-07-31 2005-01-01 NA
#> 182 2000-07-31 2005-02-01 NA
#> 183 2000-07-31 2005-03-01 NA
#> 184 2000-07-31 2005-04-01 NA
#> 185 2000-07-31 2005-05-01 NA
#> 186 2000-07-31 2005-06-01 NA
#> 187 2000-07-31 2005-07-01 NA
#> 188 2000-07-31 2005-08-01 NA
#> 189 2000-07-31 2005-09-01 NA
#> 190 2000-07-31 2005-10-01 NA
#> 191 2000-07-31 2005-11-01 NA
#> 192 2000-07-31 2005-12-01 NA
#> 193 2000-07-31 2006-01-01 NA
#> 194 2000-07-31 2006-02-01 NA
#> 195 2000-07-31 2006-03-01 NA
#> 196 2000-07-31 2006-04-01 NA
#> 197 2000-07-31 2006-05-01 NA
#> 198 2000-07-31 2006-06-01 NA
#> 199 2000-07-31 2006-07-01 NA
#> 200 2000-07-31 2006-08-01 NA
#> 201 2000-07-31 2006-09-01 NA
#> 202 2000-07-31 2006-10-01 NA
#> 203 2000-07-31 2006-11-01 NA
#> 204 2000-07-31 2006-12-01 NA
#> 205 2000-07-31 2007-01-01 NA
#> 206 2000-07-31 2007-02-01 NA
#> 207 2000-07-31 2007-03-01 NA
#> 208 2000-07-31 2007-04-01 NA
#> 209 2000-07-31 2007-05-01 NA
#> 210 2000-07-31 2007-06-01 NA
#> 211 2000-07-31 2007-07-01 NA
#> 212 2000-07-31 2007-08-01 NA
#> 213 2000-07-31 2007-09-01 NA
#> 214 2000-07-31 2007-10-01 NA
#> 215 2000-07-31 2007-11-01 NA
#> 216 2000-07-31 2007-12-01 NA
#> 217 2000-07-31 2008-01-01 NA
#> 218 2000-07-31 2008-02-01 NA
#> 219 2000-07-31 2008-03-01 NA
#> 220 2000-07-31 2008-04-01 NA
#> 221 2000-07-31 2008-05-01 NA
#> 222 2000-07-31 2008-06-01 NA
#> 223 2000-07-31 2008-07-01 NA
#> 224 2000-07-31 2008-08-01 NA
#> 225 2000-07-31 2008-09-01 NA
#> 226 2000-07-31 2008-10-01 NA
#> 227 2000-07-31 2008-11-01 NA
#> 228 2000-07-31 2008-12-01 NA
#> 229 2000-07-31 2009-01-01 NA
#> 230 2000-07-31 2009-02-01 NA
#> 231 2000-07-31 2009-03-01 NA
#> 232 2000-07-31 2009-04-01 NA
#> 233 2000-07-31 2009-05-01 NA
#> 234 2000-07-31 2009-06-01 NA
#> 235 2000-07-31 2009-07-01 NA
#> 236 2000-07-31 2009-08-01 NA
#> 237 2000-07-31 2009-09-01 NA
#> 238 2000-07-31 2009-10-01 NA
#> 239 2000-07-31 2009-11-01 NA
#> 240 2000-07-31 2009-12-01 NA
#> 241 2001-04-23 2000-01-01 9.5146482
#> 242 2001-04-23 2000-02-01 9.0867775
#> 243 2001-04-23 2000-03-01 10.6995858
#> 244 2001-04-23 2000-04-01 8.6392120
#> 245 2001-04-23 2000-05-01 8.7563874
#> 246 2001-04-23 2000-06-01 9.5078516
#> 247 2001-04-23 2000-07-01 18.2127622
#> 248 2001-04-23 2000-08-01 22.6388929
#> 249 2001-04-23 2000-09-01 21.1623673
#> 250 2001-04-23 2000-10-01 21.5364635
#> 251 2001-04-23 2000-11-01 21.2676741
#> 252 2001-04-23 2000-12-01 11.6364785
#> 253 2001-04-23 2001-01-01 9.5762748
#> 254 2001-04-23 2001-02-01 21.2846902
#> 255 2001-04-23 2001-03-01 17.5479755
#> 256 2001-04-23 2001-04-01 18.6732426
#> 257 2001-04-23 2001-05-01 NA
#> 258 2001-04-23 2001-06-01 NA
#> 259 2001-04-23 2001-07-01 NA
#> 260 2001-04-23 2001-08-01 NA
#> 261 2001-04-23 2001-09-01 NA
#> 262 2001-04-23 2001-10-01 NA
#> 263 2001-04-23 2001-11-01 NA
#> 264 2001-04-23 2001-12-01 NA
#> 265 2001-04-23 2002-01-01 NA
#> 266 2001-04-23 2002-02-01 NA
#> 267 2001-04-23 2002-03-01 NA
#> 268 2001-04-23 2002-04-01 NA
#> 269 2001-04-23 2002-05-01 NA
#> 270 2001-04-23 2002-06-01 NA
#> 271 2001-04-23 2002-07-01 NA
#> 272 2001-04-23 2002-08-01 NA
#> 273 2001-04-23 2002-09-01 NA
#> 274 2001-04-23 2002-10-01 NA
#> 275 2001-04-23 2002-11-01 NA
#> 276 2001-04-23 2002-12-01 NA
#> 277 2001-04-23 2003-01-01 NA
#> 278 2001-04-23 2003-02-01 NA
#> 279 2001-04-23 2003-03-01 NA
#> 280 2001-04-23 2003-04-01 NA
#> 281 2001-04-23 2003-05-01 NA
#> 282 2001-04-23 2003-06-01 NA
#> 283 2001-04-23 2003-07-01 NA
#> 284 2001-04-23 2003-08-01 NA
#> 285 2001-04-23 2003-09-01 NA
#> 286 2001-04-23 2003-10-01 NA
#> 287 2001-04-23 2003-11-01 NA
#> 288 2001-04-23 2003-12-01 NA
#> 289 2001-04-23 2004-01-01 NA
#> 290 2001-04-23 2004-02-01 NA
#> 291 2001-04-23 2004-03-01 NA
#> 292 2001-04-23 2004-04-01 NA
#> 293 2001-04-23 2004-05-01 NA
#> 294 2001-04-23 2004-06-01 NA
#> 295 2001-04-23 2004-07-01 NA
#> 296 2001-04-23 2004-08-01 NA
#> 297 2001-04-23 2004-09-01 NA
#> 298 2001-04-23 2004-10-01 NA
#> 299 2001-04-23 2004-11-01 NA
#> 300 2001-04-23 2004-12-01 NA
#> 301 2001-04-23 2005-01-01 NA
#> 302 2001-04-23 2005-02-01 NA
#> 303 2001-04-23 2005-03-01 NA
#> 304 2001-04-23 2005-04-01 NA
#> 305 2001-04-23 2005-05-01 NA
#> 306 2001-04-23 2005-06-01 NA
#> 307 2001-04-23 2005-07-01 NA
#> 308 2001-04-23 2005-08-01 NA
#> 309 2001-04-23 2005-09-01 NA
#> 310 2001-04-23 2005-10-01 NA
#> 311 2001-04-23 2005-11-01 NA
#> 312 2001-04-23 2005-12-01 NA
#> 313 2001-04-23 2006-01-01 NA
#> 314 2001-04-23 2006-02-01 NA
#> 315 2001-04-23 2006-03-01 NA
#> 316 2001-04-23 2006-04-01 NA
#> 317 2001-04-23 2006-05-01 NA
#> 318 2001-04-23 2006-06-01 NA
#> 319 2001-04-23 2006-07-01 NA
#> 320 2001-04-23 2006-08-01 NA
#> 321 2001-04-23 2006-09-01 NA
#> 322 2001-04-23 2006-10-01 NA
#> 323 2001-04-23 2006-11-01 NA
#> 324 2001-04-23 2006-12-01 NA
#> 325 2001-04-23 2007-01-01 NA
#> 326 2001-04-23 2007-02-01 NA
#> 327 2001-04-23 2007-03-01 NA
#> 328 2001-04-23 2007-04-01 NA
#> 329 2001-04-23 2007-05-01 NA
#> 330 2001-04-23 2007-06-01 NA
#> 331 2001-04-23 2007-07-01 NA
#> 332 2001-04-23 2007-08-01 NA
#> 333 2001-04-23 2007-09-01 NA
#> 334 2001-04-23 2007-10-01 NA
#> 335 2001-04-23 2007-11-01 NA
#> 336 2001-04-23 2007-12-01 NA
#> 337 2001-04-23 2008-01-01 NA
#> 338 2001-04-23 2008-02-01 NA
#> 339 2001-04-23 2008-03-01 NA
#> 340 2001-04-23 2008-04-01 NA
#> 341 2001-04-23 2008-05-01 NA
#> 342 2001-04-23 2008-06-01 NA
#> 343 2001-04-23 2008-07-01 NA
#> 344 2001-04-23 2008-08-01 NA
#> 345 2001-04-23 2008-09-01 NA
#> 346 2001-04-23 2008-10-01 NA
#> 347 2001-04-23 2008-11-01 NA
#> 348 2001-04-23 2008-12-01 NA
#> 349 2001-04-23 2009-01-01 NA
#> 350 2001-04-23 2009-02-01 NA
#> 351 2001-04-23 2009-03-01 NA
#> 352 2001-04-23 2009-04-01 NA
#> 353 2001-04-23 2009-05-01 NA
#> 354 2001-04-23 2009-06-01 NA
#> 355 2001-04-23 2009-07-01 NA
#> 356 2001-04-23 2009-08-01 NA
#> 357 2001-04-23 2009-09-01 NA
#> 358 2001-04-23 2009-10-01 NA
#> 359 2001-04-23 2009-11-01 NA
#> 360 2001-04-23 2009-12-01 NA
#> 361 2002-12-10 2000-01-01 8.6213693
#> 362 2002-12-10 2000-02-01 8.7818225
#> 363 2002-12-10 2000-03-01 10.2313029
#> 364 2002-12-10 2000-04-01 9.8391771
#> 365 2002-12-10 2000-05-01 8.9418453
#> 366 2002-12-10 2000-06-01 8.3722697
#> 367 2002-12-10 2000-07-01 17.4972076
#> 368 2002-12-10 2000-08-01 20.5728910
#> 369 2002-12-10 2000-09-01 23.0064074
#> 370 2002-12-10 2000-10-01 24.0105890
#> 371 2002-12-10 2000-11-01 20.2964399
#> 372 2002-12-10 2000-12-01 17.0261457
#> 373 2002-12-10 2001-01-01 13.5204494
#> 374 2002-12-10 2001-02-01 15.7675815
#> 375 2002-12-10 2001-03-01 15.8304415
#> 376 2002-12-10 2001-04-01 15.0448438
#> 377 2002-12-10 2001-05-01 12.3393701
#> 378 2002-12-10 2001-06-01 8.6534300
#> 379 2002-12-10 2001-07-01 23.3840838
#> 380 2002-12-10 2001-08-01 16.9583893
#> 381 2002-12-10 2001-09-01 16.0305469
#> 382 2002-12-10 2001-10-01 17.1858788
#> 383 2002-12-10 2001-11-01 17.2511174
#> 384 2002-12-10 2001-12-01 7.0193567
#> 385 2002-12-10 2002-01-01 3.2166896
#> 386 2002-12-10 2002-02-01 4.3552685
#> 387 2002-12-10 2002-03-01 7.5834875
#> 388 2002-12-10 2002-04-01 7.2513197
#> 389 2002-12-10 2002-05-01 0.6698554
#> 390 2002-12-10 2002-06-01 3.2174140
#> 391 2002-12-10 2002-07-01 15.7879443
#> 392 2002-12-10 2002-08-01 16.8918245
#> 393 2002-12-10 2002-09-01 14.8974280
#> 394 2002-12-10 2002-10-01 13.7018565
#> 395 2002-12-10 2002-11-01 12.0209448
#> 396 2002-12-10 2002-12-01 2.7603768
#> 397 2002-12-10 2003-01-01 NA
#> 398 2002-12-10 2003-02-01 NA
#> 399 2002-12-10 2003-03-01 NA
#> 400 2002-12-10 2003-04-01 NA
#> 401 2002-12-10 2003-05-01 NA
#> 402 2002-12-10 2003-06-01 NA
#> 403 2002-12-10 2003-07-01 NA
#> 404 2002-12-10 2003-08-01 NA
#> 405 2002-12-10 2003-09-01 NA
#> 406 2002-12-10 2003-10-01 NA
#> 407 2002-12-10 2003-11-01 NA
#> 408 2002-12-10 2003-12-01 NA
#> 409 2002-12-10 2004-01-01 NA
#> 410 2002-12-10 2004-02-01 NA
#> 411 2002-12-10 2004-03-01 NA
#> 412 2002-12-10 2004-04-01 NA
#> 413 2002-12-10 2004-05-01 NA
#> 414 2002-12-10 2004-06-01 NA
#> 415 2002-12-10 2004-07-01 NA
#> 416 2002-12-10 2004-08-01 NA
#> 417 2002-12-10 2004-09-01 NA
#> 418 2002-12-10 2004-10-01 NA
#> 419 2002-12-10 2004-11-01 NA
#> 420 2002-12-10 2004-12-01 NA
#> 421 2002-12-10 2005-01-01 NA
#> 422 2002-12-10 2005-02-01 NA
#> 423 2002-12-10 2005-03-01 NA
#> 424 2002-12-10 2005-04-01 NA
#> 425 2002-12-10 2005-05-01 NA
#> 426 2002-12-10 2005-06-01 NA
#> 427 2002-12-10 2005-07-01 NA
#> 428 2002-12-10 2005-08-01 NA
#> 429 2002-12-10 2005-09-01 NA
#> 430 2002-12-10 2005-10-01 NA
#> 431 2002-12-10 2005-11-01 NA
#> 432 2002-12-10 2005-12-01 NA
#> 433 2002-12-10 2006-01-01 NA
#> 434 2002-12-10 2006-02-01 NA
#> 435 2002-12-10 2006-03-01 NA
#> 436 2002-12-10 2006-04-01 NA
#> 437 2002-12-10 2006-05-01 NA
#> 438 2002-12-10 2006-06-01 NA
#> 439 2002-12-10 2006-07-01 NA
#> 440 2002-12-10 2006-08-01 NA
#> 441 2002-12-10 2006-09-01 NA
#> 442 2002-12-10 2006-10-01 NA
#> 443 2002-12-10 2006-11-01 NA
#> 444 2002-12-10 2006-12-01 NA
#> 445 2002-12-10 2007-01-01 NA
#> 446 2002-12-10 2007-02-01 NA
#> 447 2002-12-10 2007-03-01 NA
#> 448 2002-12-10 2007-04-01 NA
#> 449 2002-12-10 2007-05-01 NA
#> 450 2002-12-10 2007-06-01 NA
#> 451 2002-12-10 2007-07-01 NA
#> 452 2002-12-10 2007-08-01 NA
#> 453 2002-12-10 2007-09-01 NA
#> 454 2002-12-10 2007-10-01 NA
#> 455 2002-12-10 2007-11-01 NA
#> 456 2002-12-10 2007-12-01 NA
#> 457 2002-12-10 2008-01-01 NA
#> 458 2002-12-10 2008-02-01 NA
#> 459 2002-12-10 2008-03-01 NA
#> 460 2002-12-10 2008-04-01 NA
#> 461 2002-12-10 2008-05-01 NA
#> 462 2002-12-10 2008-06-01 NA
#> 463 2002-12-10 2008-07-01 NA
#> 464 2002-12-10 2008-08-01 NA
#> 465 2002-12-10 2008-09-01 NA
#> 466 2002-12-10 2008-10-01 NA
#> 467 2002-12-10 2008-11-01 NA
#> 468 2002-12-10 2008-12-01 NA
#> 469 2002-12-10 2009-01-01 NA
#> 470 2002-12-10 2009-02-01 NA
#> 471 2002-12-10 2009-03-01 NA
#> 472 2002-12-10 2009-04-01 NA
#> 473 2002-12-10 2009-05-01 NA
#> 474 2002-12-10 2009-06-01 NA
#> 475 2002-12-10 2009-07-01 NA
#> 476 2002-12-10 2009-08-01 NA
#> 477 2002-12-10 2009-09-01 NA
#> 478 2002-12-10 2009-10-01 NA
#> 479 2002-12-10 2009-11-01 NA
#> 480 2002-12-10 2009-12-01 NA
#> 481 2003-02-15 2000-01-01 8.9066941
#> 482 2003-02-15 2000-02-01 8.9183783
#> 483 2003-02-15 2000-03-01 10.2775441
#> 484 2003-02-15 2000-04-01 9.7473226
#> 485 2003-02-15 2000-05-01 8.5852923
#> 486 2003-02-15 2000-06-01 8.7311432
#> 487 2003-02-15 2000-07-01 18.4237034
#> 488 2003-02-15 2000-08-01 21.4711844
#> 489 2003-02-15 2000-09-01 22.3116852
#> 490 2003-02-15 2000-10-01 23.2491303
#> 491 2003-02-15 2000-11-01 20.6689691
#> 492 2003-02-15 2000-12-01 14.4850209
#> 493 2003-02-15 2001-01-01 14.1606539
#> 494 2003-02-15 2001-02-01 15.2832262
#> 495 2003-02-15 2001-03-01 16.5234711
#> 496 2003-02-15 2001-04-01 15.9862044
#> 497 2003-02-15 2001-05-01 12.0415596
#> 498 2003-02-15 2001-06-01 11.7694337
#> 499 2003-02-15 2001-07-01 16.6742341
#> 500 2003-02-15 2001-08-01 16.4014108
#> 501 2003-02-15 2001-09-01 15.9710834
#> 502 2003-02-15 2001-10-01 17.8191502
#> 503 2003-02-15 2001-11-01 15.4695115
#> 504 2003-02-15 2001-12-01 8.1153469
#> 505 2003-02-15 2002-01-01 1.5049180
#> 506 2003-02-15 2002-02-01 5.7982680
#> 507 2003-02-15 2002-03-01 7.1668399
#> 508 2003-02-15 2002-04-01 4.1322763
#> 509 2003-02-15 2002-05-01 2.3932576
#> 510 2003-02-15 2002-06-01 3.2608325
#> 511 2003-02-15 2002-07-01 15.3331140
#> 512 2003-02-15 2002-08-01 16.4492100
#> 513 2003-02-15 2002-09-01 13.5762861
#> 514 2003-02-15 2002-10-01 13.9912397
#> 515 2003-02-15 2002-11-01 11.4638973
#> 516 2003-02-15 2002-12-01 3.0467418
#> 517 2003-02-15 2003-01-01 -8.6521461
#> 518 2003-02-15 2003-02-01 -12.7629207
#> 519 2003-02-15 2003-03-01 NA
#> 520 2003-02-15 2003-04-01 NA
#> 521 2003-02-15 2003-05-01 NA
#> 522 2003-02-15 2003-06-01 NA
#> 523 2003-02-15 2003-07-01 NA
#> 524 2003-02-15 2003-08-01 NA
#> 525 2003-02-15 2003-09-01 NA
#> 526 2003-02-15 2003-10-01 NA
#> 527 2003-02-15 2003-11-01 NA
#> 528 2003-02-15 2003-12-01 NA
#> 529 2003-02-15 2004-01-01 NA
#> 530 2003-02-15 2004-02-01 NA
#> 531 2003-02-15 2004-03-01 NA
#> 532 2003-02-15 2004-04-01 NA
#> 533 2003-02-15 2004-05-01 NA
#> 534 2003-02-15 2004-06-01 NA
#> 535 2003-02-15 2004-07-01 NA
#> 536 2003-02-15 2004-08-01 NA
#> 537 2003-02-15 2004-09-01 NA
#> 538 2003-02-15 2004-10-01 NA
#> 539 2003-02-15 2004-11-01 NA
#> 540 2003-02-15 2004-12-01 NA
#> 541 2003-02-15 2005-01-01 NA
#> 542 2003-02-15 2005-02-01 NA
#> 543 2003-02-15 2005-03-01 NA
#> 544 2003-02-15 2005-04-01 NA
#> 545 2003-02-15 2005-05-01 NA
#> 546 2003-02-15 2005-06-01 NA
#> 547 2003-02-15 2005-07-01 NA
#> 548 2003-02-15 2005-08-01 NA
#> 549 2003-02-15 2005-09-01 NA
#> 550 2003-02-15 2005-10-01 NA
#> 551 2003-02-15 2005-11-01 NA
#> 552 2003-02-15 2005-12-01 NA
#> 553 2003-02-15 2006-01-01 NA
#> 554 2003-02-15 2006-02-01 NA
#> 555 2003-02-15 2006-03-01 NA
#> 556 2003-02-15 2006-04-01 NA
#> 557 2003-02-15 2006-05-01 NA
#> 558 2003-02-15 2006-06-01 NA
#> 559 2003-02-15 2006-07-01 NA
#> 560 2003-02-15 2006-08-01 NA
#> 561 2003-02-15 2006-09-01 NA
#> 562 2003-02-15 2006-10-01 NA
#> 563 2003-02-15 2006-11-01 NA
#> 564 2003-02-15 2006-12-01 NA
#> 565 2003-02-15 2007-01-01 NA
#> 566 2003-02-15 2007-02-01 NA
#> 567 2003-02-15 2007-03-01 NA
#> 568 2003-02-15 2007-04-01 NA
#> 569 2003-02-15 2007-05-01 NA
#> 570 2003-02-15 2007-06-01 NA
#> 571 2003-02-15 2007-07-01 NA
#> 572 2003-02-15 2007-08-01 NA
#> 573 2003-02-15 2007-09-01 NA
#> 574 2003-02-15 2007-10-01 NA
#> 575 2003-02-15 2007-11-01 NA
#> 576 2003-02-15 2007-12-01 NA
#> 577 2003-02-15 2008-01-01 NA
#> 578 2003-02-15 2008-02-01 NA
#> 579 2003-02-15 2008-03-01 NA
#> 580 2003-02-15 2008-04-01 NA
#> 581 2003-02-15 2008-05-01 NA
#> 582 2003-02-15 2008-06-01 NA
#> 583 2003-02-15 2008-07-01 NA
#> 584 2003-02-15 2008-08-01 NA
#> 585 2003-02-15 2008-09-01 NA
#> 586 2003-02-15 2008-10-01 NA
#> 587 2003-02-15 2008-11-01 NA
#> 588 2003-02-15 2008-12-01 NA
#> 589 2003-02-15 2009-01-01 NA
#> 590 2003-02-15 2009-02-01 NA
#> 591 2003-02-15 2009-03-01 NA
#> 592 2003-02-15 2009-04-01 NA
#> 593 2003-02-15 2009-05-01 NA
#> 594 2003-02-15 2009-06-01 NA
#> 595 2003-02-15 2009-07-01 NA
#> 596 2003-02-15 2009-08-01 NA
#> 597 2003-02-15 2009-09-01 NA
#> 598 2003-02-15 2009-10-01 NA
#> 599 2003-02-15 2009-11-01 NA
#> 600 2003-02-15 2009-12-01 NA
#> 601 2003-05-05 2000-01-01 8.9042733
#> 602 2003-05-05 2000-02-01 8.9863540
#> 603 2003-05-05 2000-03-01 10.2221837
#> 604 2003-05-05 2000-04-01 9.7132451
#> 605 2003-05-05 2000-05-01 8.6885442
#> 606 2003-05-05 2000-06-01 8.5275933
#> 607 2003-05-05 2000-07-01 18.2171334
#> 608 2003-05-05 2000-08-01 20.8881018
#> 609 2003-05-05 2000-09-01 22.6254780
#> 610 2003-05-05 2000-10-01 23.5663014
#> 611 2003-05-05 2000-11-01 21.5265520
#> 612 2003-05-05 2000-12-01 14.8775718
#> 613 2003-05-05 2001-01-01 13.4032167
#> 614 2003-05-05 2001-02-01 14.8805181
#> 615 2003-05-05 2001-03-01 17.4330466
#> 616 2003-05-05 2001-04-01 14.8364556
#> 617 2003-05-05 2001-05-01 12.4732055
#> 618 2003-05-05 2001-06-01 12.5021819
#> 619 2003-05-05 2001-07-01 18.1890650
#> 620 2003-05-05 2001-08-01 16.4320645
#> 621 2003-05-05 2001-09-01 14.0982051
#> 622 2003-05-05 2001-10-01 16.7671659
#> 623 2003-05-05 2001-11-01 15.1793548
#> 624 2003-05-05 2001-12-01 8.6119128
#> 625 2003-05-05 2002-01-01 2.6982806
#> 626 2003-05-05 2002-02-01 6.3479365
#> 627 2003-05-05 2002-03-01 7.7651348
#> 628 2003-05-05 2002-04-01 4.9256878
#> 629 2003-05-05 2002-05-01 1.9927415
#> 630 2003-05-05 2002-06-01 3.8877414
#> 631 2003-05-05 2002-07-01 15.3666090
#> 632 2003-05-05 2002-08-01 16.6793930
#> 633 2003-05-05 2002-09-01 14.2481746
#> 634 2003-05-05 2002-10-01 15.0423811
#> 635 2003-05-05 2002-11-01 12.6078677
#> 636 2003-05-05 2002-12-01 2.3266646
#> 637 2003-05-05 2003-01-01 -9.6458948
#> 638 2003-05-05 2003-02-01 -8.0590463
#> 639 2003-05-05 2003-03-01 -12.9088296
#> 640 2003-05-05 2003-04-01 -19.1960311
#> 641 2003-05-05 2003-05-01 -28.1936831
#> 642 2003-05-05 2003-06-01 NA
#> 643 2003-05-05 2003-07-01 NA
#> 644 2003-05-05 2003-08-01 NA
#> 645 2003-05-05 2003-09-01 NA
#> 646 2003-05-05 2003-10-01 NA
#> 647 2003-05-05 2003-11-01 NA
#> 648 2003-05-05 2003-12-01 NA
#> 649 2003-05-05 2004-01-01 NA
#> 650 2003-05-05 2004-02-01 NA
#> 651 2003-05-05 2004-03-01 NA
#> 652 2003-05-05 2004-04-01 NA
#> 653 2003-05-05 2004-05-01 NA
#> 654 2003-05-05 2004-06-01 NA
#> 655 2003-05-05 2004-07-01 NA
#> 656 2003-05-05 2004-08-01 NA
#> 657 2003-05-05 2004-09-01 NA
#> 658 2003-05-05 2004-10-01 NA
#> 659 2003-05-05 2004-11-01 NA
#> 660 2003-05-05 2004-12-01 NA
#> 661 2003-05-05 2005-01-01 NA
#> 662 2003-05-05 2005-02-01 NA
#> 663 2003-05-05 2005-03-01 NA
#> 664 2003-05-05 2005-04-01 NA
#> 665 2003-05-05 2005-05-01 NA
#> 666 2003-05-05 2005-06-01 NA
#> 667 2003-05-05 2005-07-01 NA
#> 668 2003-05-05 2005-08-01 NA
#> 669 2003-05-05 2005-09-01 NA
#> 670 2003-05-05 2005-10-01 NA
#> 671 2003-05-05 2005-11-01 NA
#> 672 2003-05-05 2005-12-01 NA
#> 673 2003-05-05 2006-01-01 NA
#> 674 2003-05-05 2006-02-01 NA
#> 675 2003-05-05 2006-03-01 NA
#> 676 2003-05-05 2006-04-01 NA
#> 677 2003-05-05 2006-05-01 NA
#> 678 2003-05-05 2006-06-01 NA
#> 679 2003-05-05 2006-07-01 NA
#> 680 2003-05-05 2006-08-01 NA
#> 681 2003-05-05 2006-09-01 NA
#> 682 2003-05-05 2006-10-01 NA
#> 683 2003-05-05 2006-11-01 NA
#> 684 2003-05-05 2006-12-01 NA
#> 685 2003-05-05 2007-01-01 NA
#> 686 2003-05-05 2007-02-01 NA
#> 687 2003-05-05 2007-03-01 NA
#> 688 2003-05-05 2007-04-01 NA
#> 689 2003-05-05 2007-05-01 NA
#> 690 2003-05-05 2007-06-01 NA
#> 691 2003-05-05 2007-07-01 NA
#> 692 2003-05-05 2007-08-01 NA
#> 693 2003-05-05 2007-09-01 NA
#> 694 2003-05-05 2007-10-01 NA
#> 695 2003-05-05 2007-11-01 NA
#> 696 2003-05-05 2007-12-01 NA
#> 697 2003-05-05 2008-01-01 NA
#> 698 2003-05-05 2008-02-01 NA
#> 699 2003-05-05 2008-03-01 NA
#> 700 2003-05-05 2008-04-01 NA
#> 701 2003-05-05 2008-05-01 NA
#> 702 2003-05-05 2008-06-01 NA
#> 703 2003-05-05 2008-07-01 NA
#> 704 2003-05-05 2008-08-01 NA
#> 705 2003-05-05 2008-09-01 NA
#> 706 2003-05-05 2008-10-01 NA
#> 707 2003-05-05 2008-11-01 NA
#> 708 2003-05-05 2008-12-01 NA
#> 709 2003-05-05 2009-01-01 NA
#> 710 2003-05-05 2009-02-01 NA
#> 711 2003-05-05 2009-03-01 NA
#> 712 2003-05-05 2009-04-01 NA
#> 713 2003-05-05 2009-05-01 NA
#> 714 2003-05-05 2009-06-01 NA
#> 715 2003-05-05 2009-07-01 NA
#> 716 2003-05-05 2009-08-01 NA
#> 717 2003-05-05 2009-09-01 NA
#> 718 2003-05-05 2009-10-01 NA
#> 719 2003-05-05 2009-11-01 NA
#> 720 2003-05-05 2009-12-01 NA
#> 721 2006-09-16 2000-01-01 8.9188613
#> 722 2006-09-16 2000-02-01 8.8804674
#> 723 2006-09-16 2000-03-01 10.1675888
#> 724 2006-09-16 2000-04-01 9.6829918
#> 725 2006-09-16 2000-05-01 8.6558688
#> 726 2006-09-16 2000-06-01 8.6575108
#> 727 2006-09-16 2000-07-01 18.1801388
#> 728 2006-09-16 2000-08-01 20.6853626
#> 729 2006-09-16 2000-09-01 22.8658534
#> 730 2006-09-16 2000-10-01 23.5365968
#> 731 2006-09-16 2000-11-01 20.9347216
#> 732 2006-09-16 2000-12-01 14.5446179
#> 733 2006-09-16 2001-01-01 13.3884978
#> 734 2006-09-16 2001-02-01 15.0239753
#> 735 2006-09-16 2001-03-01 17.1817629
#> 736 2006-09-16 2001-04-01 15.2095428
#> 737 2006-09-16 2001-05-01 12.4668751
#> 738 2006-09-16 2001-06-01 11.5727077
#> 739 2006-09-16 2001-07-01 17.9915338
#> 740 2006-09-16 2001-08-01 16.3829906
#> 741 2006-09-16 2001-09-01 14.6943889
#> 742 2006-09-16 2001-10-01 16.8505673
#> 743 2006-09-16 2001-11-01 15.4541660
#> 744 2006-09-16 2001-12-01 8.7731531
#> 745 2006-09-16 2002-01-01 2.5749213
#> 746 2006-09-16 2002-02-01 5.7872708
#> 747 2006-09-16 2002-03-01 6.8976243
#> 748 2006-09-16 2002-04-01 4.8697538
#> 749 2006-09-16 2002-05-01 1.6479556
#> 750 2006-09-16 2002-06-01 4.3649719
#> 751 2006-09-16 2002-07-01 15.4636240
#> 752 2006-09-16 2002-08-01 17.0159728
#> 753 2006-09-16 2002-09-01 14.8633943
#> 754 2006-09-16 2002-10-01 14.6839769
#> 755 2006-09-16 2002-11-01 12.4591797
#> 756 2006-09-16 2002-12-01 2.3394551
#> 757 2006-09-16 2003-01-01 -8.5505494
#> 758 2006-09-16 2003-02-01 -8.7196482
#> 759 2006-09-16 2003-03-01 -12.1595647
#> 760 2006-09-16 2003-04-01 -18.1274887
#> 761 2006-09-16 2003-05-01 -24.2330342
#> 762 2006-09-16 2003-06-01 -21.1388305
#> 763 2006-09-16 2003-07-01 -8.3233460
#> 764 2006-09-16 2003-08-01 -11.8610463
#> 765 2006-09-16 2003-09-01 -9.8991862
#> 766 2006-09-16 2003-10-01 -10.4968087
#> 767 2006-09-16 2003-11-01 -16.3120094
#> 768 2006-09-16 2003-12-01 -26.9261001
#> 769 2006-09-16 2004-01-01 -38.5711344
#> 770 2006-09-16 2004-02-01 -42.3829194
#> 771 2006-09-16 2004-03-01 -37.9603440
#> 772 2006-09-16 2004-04-01 -44.7219655
#> 773 2006-09-16 2004-05-01 -48.4708385
#> 774 2006-09-16 2004-06-01 -44.2595139
#> 775 2006-09-16 2004-07-01 -36.8111911
#> 776 2006-09-16 2004-08-01 -28.9024750
#> 777 2006-09-16 2004-09-01 -33.8747097
#> 778 2006-09-16 2004-10-01 -34.7554627
#> 779 2006-09-16 2004-11-01 -30.3821936
#> 780 2006-09-16 2004-12-01 -43.0327483
#> 781 2006-09-16 2005-01-01 -49.7280334
#> 782 2006-09-16 2005-02-01 -57.7194069
#> 783 2006-09-16 2005-03-01 -55.4349422
#> 784 2006-09-16 2005-04-01 -68.2251267
#> 785 2006-09-16 2005-05-01 -72.1165245
#> 786 2006-09-16 2005-06-01 -63.2082800
#> 787 2006-09-16 2005-07-01 -55.7317355
#> 788 2006-09-16 2005-08-01 -54.1763147
#> 789 2006-09-16 2005-09-01 -57.7222325
#> 790 2006-09-16 2005-10-01 -53.5353953
#> 791 2006-09-16 2005-11-01 -58.6193272
#> 792 2006-09-16 2005-12-01 -71.8045921
#> 793 2006-09-16 2006-01-01 -81.0846944
#> 794 2006-09-16 2006-02-01 -79.1531016
#> 795 2006-09-16 2006-03-01 -83.1792308
#> 796 2006-09-16 2006-04-01 -90.2019506
#> 797 2006-09-16 2006-05-01 -94.3144357
#> 798 2006-09-16 2006-06-01 -84.3858117
#> 799 2006-09-16 2006-07-01 -79.2591987
#> 800 2006-09-16 2006-08-01 -74.5382775
#> 801 2006-09-16 2006-09-01 -75.7361771
#> 802 2006-09-16 2006-10-01 NA
#> 803 2006-09-16 2006-11-01 NA
#> 804 2006-09-16 2006-12-01 NA
#> 805 2006-09-16 2007-01-01 NA
#> 806 2006-09-16 2007-02-01 NA
#> 807 2006-09-16 2007-03-01 NA
#> 808 2006-09-16 2007-04-01 NA
#> 809 2006-09-16 2007-05-01 NA
#> 810 2006-09-16 2007-06-01 NA
#> 811 2006-09-16 2007-07-01 NA
#> 812 2006-09-16 2007-08-01 NA
#> 813 2006-09-16 2007-09-01 NA
#> 814 2006-09-16 2007-10-01 NA
#> 815 2006-09-16 2007-11-01 NA
#> 816 2006-09-16 2007-12-01 NA
#> 817 2006-09-16 2008-01-01 NA
#> 818 2006-09-16 2008-02-01 NA
#> 819 2006-09-16 2008-03-01 NA
#> 820 2006-09-16 2008-04-01 NA
#> 821 2006-09-16 2008-05-01 NA
#> 822 2006-09-16 2008-06-01 NA
#> 823 2006-09-16 2008-07-01 NA
#> 824 2006-09-16 2008-08-01 NA
#> 825 2006-09-16 2008-09-01 NA
#> 826 2006-09-16 2008-10-01 NA
#> 827 2006-09-16 2008-11-01 NA
#> 828 2006-09-16 2008-12-01 NA
#> 829 2006-09-16 2009-01-01 NA
#> 830 2006-09-16 2009-02-01 NA
#> 831 2006-09-16 2009-03-01 NA
#> 832 2006-09-16 2009-04-01 NA
#> 833 2006-09-16 2009-05-01 NA
#> 834 2006-09-16 2009-06-01 NA
#> 835 2006-09-16 2009-07-01 NA
#> 836 2006-09-16 2009-08-01 NA
#> 837 2006-09-16 2009-09-01 NA
#> 838 2006-09-16 2009-10-01 NA
#> 839 2006-09-16 2009-11-01 NA
#> 840 2006-09-16 2009-12-01 NA
#> 841 2007-01-30 2000-01-01 8.9505825
#> 842 2007-01-30 2000-02-01 8.9285596
#> 843 2007-01-30 2000-03-01 10.1423122
#> 844 2007-01-30 2000-04-01 9.7012738
#> 845 2007-01-30 2000-05-01 8.6374704
#> 846 2007-01-30 2000-06-01 8.6525172
#> 847 2007-01-30 2000-07-01 18.0988158
#> 848 2007-01-30 2000-08-01 20.6899234
#> 849 2007-01-30 2000-09-01 22.7251017
#> 850 2007-01-30 2000-10-01 23.5832363
#> 851 2007-01-30 2000-11-01 21.0853043
#> 852 2007-01-30 2000-12-01 14.6783062
#> 853 2007-01-30 2001-01-01 13.3844642
#> 854 2007-01-30 2001-02-01 14.9469049
#> 855 2007-01-30 2001-03-01 17.1693925
#> 856 2007-01-30 2001-04-01 15.2498092
#> 857 2007-01-30 2001-05-01 12.2812429
#> 858 2007-01-30 2001-06-01 11.8551555
#> 859 2007-01-30 2001-07-01 18.1660921
#> 860 2007-01-30 2001-08-01 16.1176822
#> 861 2007-01-30 2001-09-01 14.8820244
#> 862 2007-01-30 2001-10-01 16.9394516
#> 863 2007-01-30 2001-11-01 15.4202180
#> 864 2007-01-30 2001-12-01 8.5378551
#> 865 2007-01-30 2002-01-01 2.7258260
#> 866 2007-01-30 2002-02-01 5.3958077
#> 867 2007-01-30 2002-03-01 7.2508771
#> 868 2007-01-30 2002-04-01 5.2589221
#> 869 2007-01-30 2002-05-01 1.9749081
#> 870 2007-01-30 2002-06-01 4.3628816
#> 871 2007-01-30 2002-07-01 15.4924063
#> 872 2007-01-30 2002-08-01 17.1356260
#> 873 2007-01-30 2002-09-01 14.5148081
#> 874 2007-01-30 2002-10-01 14.5810475
#> 875 2007-01-30 2002-11-01 12.3246428
#> 876 2007-01-30 2002-12-01 2.6889832
#> 877 2007-01-30 2003-01-01 -9.2885149
#> 878 2007-01-30 2003-02-01 -9.5086392
#> 879 2007-01-30 2003-03-01 -10.5506151
#> 880 2007-01-30 2003-04-01 -20.6341374
#> 881 2007-01-30 2003-05-01 -23.8763816
#> 882 2007-01-30 2003-06-01 -19.3075498
#> 883 2007-01-30 2003-07-01 -9.4213890
#> 884 2007-01-30 2003-08-01 -8.2118463
#> 885 2007-01-30 2003-09-01 -11.3324332
#> 886 2007-01-30 2003-10-01 -10.7130147
#> 887 2007-01-30 2003-11-01 -14.7206288
#> 888 2007-01-30 2003-12-01 -25.9473696
#> 889 2007-01-30 2004-01-01 -37.9021760
#> 890 2007-01-30 2004-02-01 -39.4569341
#> 891 2007-01-30 2004-03-01 -37.9472163
#> 892 2007-01-30 2004-04-01 -45.1104900
#> 893 2007-01-30 2004-05-01 -47.6943152
#> 894 2007-01-30 2004-06-01 -44.9491835
#> 895 2007-01-30 2004-07-01 -34.2229088
#> 896 2007-01-30 2004-08-01 -32.3779948
#> 897 2007-01-30 2004-09-01 -32.9498281
#> 898 2007-01-30 2004-10-01 -30.1349526
#> 899 2007-01-30 2004-11-01 -32.9051297
#> 900 2007-01-30 2004-12-01 -42.2521374
#> 901 2007-01-30 2005-01-01 -57.2947715
#> 902 2007-01-30 2005-02-01 -54.6497765
#> 903 2007-01-30 2005-03-01 -55.9451404
#> 904 2007-01-30 2005-04-01 -65.6009420
#> 905 2007-01-30 2005-05-01 -70.0595960
#> 906 2007-01-30 2005-06-01 -62.2129834
#> 907 2007-01-30 2005-07-01 -55.7064994
#> 908 2007-01-30 2005-08-01 -55.4326024
#> 909 2007-01-30 2005-09-01 -55.5567128
#> 910 2007-01-30 2005-10-01 -56.0280327
#> 911 2007-01-30 2005-11-01 -60.3271156
#> 912 2007-01-30 2005-12-01 -70.0165622
#> 913 2007-01-30 2006-01-01 -80.2891569
#> 914 2007-01-30 2006-02-01 -80.8995033
#> 915 2007-01-30 2006-03-01 -82.5828857
#> 916 2007-01-30 2006-04-01 -92.8807909
#> 917 2007-01-30 2006-05-01 -91.0818848
#> 918 2007-01-30 2006-06-01 -84.6820652
#> 919 2007-01-30 2006-07-01 -75.3196880
#> 920 2007-01-30 2006-08-01 -77.2524746
#> 921 2007-01-30 2006-09-01 -80.4922663
#> 922 2007-01-30 2006-10-01 -73.8538739
#> 923 2007-01-30 2006-11-01 -79.3787266
#> 924 2007-01-30 2006-12-01 -86.9024514
#> 925 2007-01-30 2007-01-01 -88.9329925
#> 926 2007-01-30 2007-02-01 NA
#> 927 2007-01-30 2007-03-01 NA
#> 928 2007-01-30 2007-04-01 NA
#> 929 2007-01-30 2007-05-01 NA
#> 930 2007-01-30 2007-06-01 NA
#> 931 2007-01-30 2007-07-01 NA
#> 932 2007-01-30 2007-08-01 NA
#> 933 2007-01-30 2007-09-01 NA
#> 934 2007-01-30 2007-10-01 NA
#> 935 2007-01-30 2007-11-01 NA
#> 936 2007-01-30 2007-12-01 NA
#> 937 2007-01-30 2008-01-01 NA
#> 938 2007-01-30 2008-02-01 NA
#> 939 2007-01-30 2008-03-01 NA
#> 940 2007-01-30 2008-04-01 NA
#> 941 2007-01-30 2008-05-01 NA
#> 942 2007-01-30 2008-06-01 NA
#> 943 2007-01-30 2008-07-01 NA
#> 944 2007-01-30 2008-08-01 NA
#> 945 2007-01-30 2008-09-01 NA
#> 946 2007-01-30 2008-10-01 NA
#> 947 2007-01-30 2008-11-01 NA
#> 948 2007-01-30 2008-12-01 NA
#> 949 2007-01-30 2009-01-01 NA
#> 950 2007-01-30 2009-02-01 NA
#> 951 2007-01-30 2009-03-01 NA
#> 952 2007-01-30 2009-04-01 NA
#> 953 2007-01-30 2009-05-01 NA
#> 954 2007-01-30 2009-06-01 NA
#> 955 2007-01-30 2009-07-01 NA
#> 956 2007-01-30 2009-08-01 NA
#> 957 2007-01-30 2009-09-01 NA
#> 958 2007-01-30 2009-10-01 NA
#> 959 2007-01-30 2009-11-01 NA
#> 960 2007-01-30 2009-12-01 NA
#> 961 2007-02-20 2000-01-01 8.9485692
#> 962 2007-02-20 2000-02-01 8.9323245
#> 963 2007-02-20 2000-03-01 10.1892601
#> 964 2007-02-20 2000-04-01 9.6993783
#> 965 2007-02-20 2000-05-01 8.6335701
#> 966 2007-02-20 2000-06-01 8.6899470
#> 967 2007-02-20 2000-07-01 18.1195545
#> 968 2007-02-20 2000-08-01 20.7728826
#> 969 2007-02-20 2000-09-01 22.7355286
#> 970 2007-02-20 2000-10-01 23.5003202
#> 971 2007-02-20 2000-11-01 20.9454541
#> 972 2007-02-20 2000-12-01 14.6441446
#> 973 2007-02-20 2001-01-01 13.4166610
#> 974 2007-02-20 2001-02-01 15.1482057
#> 975 2007-02-20 2001-03-01 17.1987188
#> 976 2007-02-20 2001-04-01 15.1533141
#> 977 2007-02-20 2001-05-01 12.3336200
#> 978 2007-02-20 2001-06-01 11.8106167
#> 979 2007-02-20 2001-07-01 18.1984152
#> 980 2007-02-20 2001-08-01 16.3307428
#> 981 2007-02-20 2001-09-01 14.7450610
#> 982 2007-02-20 2001-10-01 17.0881238
#> 983 2007-02-20 2001-11-01 15.4740165
#> 984 2007-02-20 2001-12-01 8.4086299
#> 985 2007-02-20 2002-01-01 2.5252991
#> 986 2007-02-20 2002-02-01 5.4483125
#> 987 2007-02-20 2002-03-01 7.1230988
#> 988 2007-02-20 2002-04-01 5.0959115
#> 989 2007-02-20 2002-05-01 1.8786272
#> 990 2007-02-20 2002-06-01 4.3310198
#> 991 2007-02-20 2002-07-01 15.4762608
#> 992 2007-02-20 2002-08-01 16.9640002
#> 993 2007-02-20 2002-09-01 14.2964542
#> 994 2007-02-20 2002-10-01 14.4469879
#> 995 2007-02-20 2002-11-01 12.5058704
#> 996 2007-02-20 2002-12-01 2.4897883
#> 997 2007-02-20 2003-01-01 -9.0220866
#> 998 2007-02-20 2003-02-01 -9.3990574
#> 999 2007-02-20 2003-03-01 -10.5337645
#> 1000 2007-02-20 2003-04-01 -20.4354160
#> 1001 2007-02-20 2003-05-01 -23.9217964
#> 1002 2007-02-20 2003-06-01 -19.8680474
#> 1003 2007-02-20 2003-07-01 -8.2014510
#> 1004 2007-02-20 2003-08-01 -7.3378950
#> 1005 2007-02-20 2003-09-01 -11.6741605
#> 1006 2007-02-20 2003-10-01 -10.0401065
#> 1007 2007-02-20 2003-11-01 -15.6422017
#> 1008 2007-02-20 2003-12-01 -27.7168452
#> 1009 2007-02-20 2004-01-01 -38.1923949
#> 1010 2007-02-20 2004-02-01 -38.6663158
#> 1011 2007-02-20 2004-03-01 -38.7029454
#> 1012 2007-02-20 2004-04-01 -47.1597908
#> 1013 2007-02-20 2004-05-01 -48.1047489
#> 1014 2007-02-20 2004-06-01 -44.6112000
#> 1015 2007-02-20 2004-07-01 -34.9955508
#> 1016 2007-02-20 2004-08-01 -32.5267793
#> 1017 2007-02-20 2004-09-01 -34.1305007
#> 1018 2007-02-20 2004-10-01 -31.5484597
#> 1019 2007-02-20 2004-11-01 -31.8353594
#> 1020 2007-02-20 2004-12-01 -42.6623573
#> 1021 2007-02-20 2005-01-01 -55.7046971
#> 1022 2007-02-20 2005-02-01 -55.6692824
#> 1023 2007-02-20 2005-03-01 -54.9908308
#> 1024 2007-02-20 2005-04-01 -66.3297526
#> 1025 2007-02-20 2005-05-01 -68.8912060
#> 1026 2007-02-20 2005-06-01 -64.0707359
#> 1027 2007-02-20 2005-07-01 -55.9242232
#> 1028 2007-02-20 2005-08-01 -55.3593071
#> 1029 2007-02-20 2005-09-01 -58.0067654
#> 1030 2007-02-20 2005-10-01 -55.2412372
#> 1031 2007-02-20 2005-11-01 -61.2675456
#> 1032 2007-02-20 2005-12-01 -69.9434180
#> 1033 2007-02-20 2006-01-01 -82.2501643
#> 1034 2007-02-20 2006-02-01 -80.9574425
#> 1035 2007-02-20 2006-03-01 -83.3562505
#> 1036 2007-02-20 2006-04-01 -94.5322596
#> 1037 2007-02-20 2006-05-01 -92.6081157
#> 1038 2007-02-20 2006-06-01 -84.6461431
#> 1039 2007-02-20 2006-07-01 -76.1881924
#> 1040 2007-02-20 2006-08-01 -76.0858187
#> 1041 2007-02-20 2006-09-01 -80.3890799
#> 1042 2007-02-20 2006-10-01 -74.4652471
#> 1043 2007-02-20 2006-11-01 -78.9827757
#> 1044 2007-02-20 2006-12-01 -82.9876132
#> 1045 2007-02-20 2007-01-01 -90.4129255
#> 1046 2007-02-20 2007-02-01 -89.1144428
#> 1047 2007-02-20 2007-03-01 NA
#> 1048 2007-02-20 2007-04-01 NA
#> 1049 2007-02-20 2007-05-01 NA
#> 1050 2007-02-20 2007-06-01 NA
#> 1051 2007-02-20 2007-07-01 NA
#> 1052 2007-02-20 2007-08-01 NA
#> 1053 2007-02-20 2007-09-01 NA
#> 1054 2007-02-20 2007-10-01 NA
#> 1055 2007-02-20 2007-11-01 NA
#> 1056 2007-02-20 2007-12-01 NA
#> 1057 2007-02-20 2008-01-01 NA
#> 1058 2007-02-20 2008-02-01 NA
#> 1059 2007-02-20 2008-03-01 NA
#> 1060 2007-02-20 2008-04-01 NA
#> 1061 2007-02-20 2008-05-01 NA
#> 1062 2007-02-20 2008-06-01 NA
#> 1063 2007-02-20 2008-07-01 NA
#> 1064 2007-02-20 2008-08-01 NA
#> 1065 2007-02-20 2008-09-01 NA
#> 1066 2007-02-20 2008-10-01 NA
#> 1067 2007-02-20 2008-11-01 NA
#> 1068 2007-02-20 2008-12-01 NA
#> 1069 2007-02-20 2009-01-01 NA
#> 1070 2007-02-20 2009-02-01 NA
#> 1071 2007-02-20 2009-03-01 NA
#> 1072 2007-02-20 2009-04-01 NA
#> 1073 2007-02-20 2009-05-01 NA
#> 1074 2007-02-20 2009-06-01 NA
#> 1075 2007-02-20 2009-07-01 NA
#> 1076 2007-02-20 2009-08-01 NA
#> 1077 2007-02-20 2009-09-01 NA
#> 1078 2007-02-20 2009-10-01 NA
#> 1079 2007-02-20 2009-11-01 NA
#> 1080 2007-02-20 2009-12-01 NA
#> 1081 2008-08-20 2000-01-01 8.9418699
#> 1082 2008-08-20 2000-02-01 8.9179926
#> 1083 2008-08-20 2000-03-01 10.1758631
#> 1084 2008-08-20 2000-04-01 9.6878576
#> 1085 2008-08-20 2000-05-01 8.6285203
#> 1086 2008-08-20 2000-06-01 8.6830018
#> 1087 2008-08-20 2000-07-01 18.1357670
#> 1088 2008-08-20 2000-08-01 20.7183519
#> 1089 2008-08-20 2000-09-01 22.7529956
#> 1090 2008-08-20 2000-10-01 23.5192447
#> 1091 2008-08-20 2000-11-01 20.9494190
#> 1092 2008-08-20 2000-12-01 14.5848968
#> 1093 2008-08-20 2001-01-01 13.4108002
#> 1094 2008-08-20 2001-02-01 15.0804676
#> 1095 2008-08-20 2001-03-01 17.2119563
#> 1096 2008-08-20 2001-04-01 15.1556821
#> 1097 2008-08-20 2001-05-01 12.3227011
#> 1098 2008-08-20 2001-06-01 11.7962029
#> 1099 2008-08-20 2001-07-01 18.1167739
#> 1100 2008-08-20 2001-08-01 16.2756429
#> 1101 2008-08-20 2001-09-01 14.7713041
#> 1102 2008-08-20 2001-10-01 17.1054041
#> 1103 2008-08-20 2001-11-01 15.5453222
#> 1104 2008-08-20 2001-12-01 8.5139872
#> 1105 2008-08-20 2002-01-01 2.6475355
#> 1106 2008-08-20 2002-02-01 5.4733321
#> 1107 2008-08-20 2002-03-01 7.2096911
#> 1108 2008-08-20 2002-04-01 5.2259190
#> 1109 2008-08-20 2002-05-01 1.9181633
#> 1110 2008-08-20 2002-06-01 4.2116271
#> 1111 2008-08-20 2002-07-01 15.4168330
#> 1112 2008-08-20 2002-08-01 17.0230965
#> 1113 2008-08-20 2002-09-01 14.3171605
#> 1114 2008-08-20 2002-10-01 14.4414206
#> 1115 2008-08-20 2002-11-01 12.5412656
#> 1116 2008-08-20 2002-12-01 2.5901622
#> 1117 2008-08-20 2003-01-01 -9.2350238
#> 1118 2008-08-20 2003-02-01 -9.4417107
#> 1119 2008-08-20 2003-03-01 -10.6177532
#> 1120 2008-08-20 2003-04-01 -20.3462598
#> 1121 2008-08-20 2003-05-01 -24.2452621
#> 1122 2008-08-20 2003-06-01 -19.8638110
#> 1123 2008-08-20 2003-07-01 -9.2164495
#> 1124 2008-08-20 2003-08-01 -7.8004436
#> 1125 2008-08-20 2003-09-01 -10.8301605
#> 1126 2008-08-20 2003-10-01 -9.9615383
#> 1127 2008-08-20 2003-11-01 -16.3181321
#> 1128 2008-08-20 2003-12-01 -26.6281359
#> 1129 2008-08-20 2004-01-01 -38.5473822
#> 1130 2008-08-20 2004-02-01 -39.8481982
#> 1131 2008-08-20 2004-03-01 -38.6805702
#> 1132 2008-08-20 2004-04-01 -47.0723516
#> 1133 2008-08-20 2004-05-01 -47.8913947
#> 1134 2008-08-20 2004-06-01 -43.7699340
#> 1135 2008-08-20 2004-07-01 -34.9191624
#> 1136 2008-08-20 2004-08-01 -32.8343075
#> 1137 2008-08-20 2004-09-01 -33.5111503
#> 1138 2008-08-20 2004-10-01 -30.8117610
#> 1139 2008-08-20 2004-11-01 -32.0057196
#> 1140 2008-08-20 2004-12-01 -42.7779249
#> 1141 2008-08-20 2005-01-01 -56.3099175
#> 1142 2008-08-20 2005-02-01 -56.1100614
#> 1143 2008-08-20 2005-03-01 -55.0289550
#> 1144 2008-08-20 2005-04-01 -66.2035791
#> 1145 2008-08-20 2005-05-01 -69.4954767
#> 1146 2008-08-20 2005-06-01 -63.6727974
#> 1147 2008-08-20 2005-07-01 -56.2236241
#> 1148 2008-08-20 2005-08-01 -54.3022751
#> 1149 2008-08-20 2005-09-01 -57.3346173
#> 1150 2008-08-20 2005-10-01 -54.9526459
#> 1151 2008-08-20 2005-11-01 -61.1934468
#> 1152 2008-08-20 2005-12-01 -70.1624304
#> 1153 2008-08-20 2006-01-01 -81.5260663
#> 1154 2008-08-20 2006-02-01 -80.7353928
#> 1155 2008-08-20 2006-03-01 -83.2501387
#> 1156 2008-08-20 2006-04-01 -93.9813049
#> 1157 2008-08-20 2006-05-01 -91.6693457
#> 1158 2008-08-20 2006-06-01 -83.9686294
#> 1159 2008-08-20 2006-07-01 -76.3230611
#> 1160 2008-08-20 2006-08-01 -75.5870039
#> 1161 2008-08-20 2006-09-01 -79.6759539
#> 1162 2008-08-20 2006-10-01 -75.3802836
#> 1163 2008-08-20 2006-11-01 -78.7750829
#> 1164 2008-08-20 2006-12-01 -81.8892443
#> 1165 2008-08-20 2007-01-01 -90.4385421
#> 1166 2008-08-20 2007-02-01 -92.3489131
#> 1167 2008-08-20 2007-03-01 -94.3827056
#> 1168 2008-08-20 2007-04-01 -108.1453363
#> 1169 2008-08-20 2007-05-01 -108.4648162
#> 1170 2008-08-20 2007-06-01 -100.5726838
#> 1171 2008-08-20 2007-07-01 -94.3907264
#> 1172 2008-08-20 2007-08-01 -88.6089785
#> 1173 2008-08-20 2007-09-01 -94.5939842
#> 1174 2008-08-20 2007-10-01 -89.0517181
#> 1175 2008-08-20 2007-11-01 -95.1198170
#> 1176 2008-08-20 2007-12-01 -98.6595420
#> 1177 2008-08-20 2008-01-01 -113.1058899
#> 1178 2008-08-20 2008-02-01 -115.8953050
#> 1179 2008-08-20 2008-03-01 -116.7315812
#> 1180 2008-08-20 2008-04-01 -129.6912702
#> 1181 2008-08-20 2008-05-01 -129.2837988
#> 1182 2008-08-20 2008-06-01 -126.1480479
#> 1183 2008-08-20 2008-07-01 -108.9602966
#> 1184 2008-08-20 2008-08-01 -107.9154801
#> 1185 2008-08-20 2008-09-01 NA
#> 1186 2008-08-20 2008-10-01 NA
#> 1187 2008-08-20 2008-11-01 NA
#> 1188 2008-08-20 2008-12-01 NA
#> 1189 2008-08-20 2009-01-01 NA
#> 1190 2008-08-20 2009-02-01 NA
#> 1191 2008-08-20 2009-03-01 NA
#> 1192 2008-08-20 2009-04-01 NA
#> 1193 2008-08-20 2009-05-01 NA
#> 1194 2008-08-20 2009-06-01 NA
#> 1195 2008-08-20 2009-07-01 NA
#> 1196 2008-08-20 2009-08-01 NA
#> 1197 2008-08-20 2009-09-01 NA
#> 1198 2008-08-20 2009-10-01 NA
#> 1199 2008-08-20 2009-11-01 NA
#> 1200 2008-08-20 2009-12-01 NA
simulate_long(periodicity = 4L, n_period = 5L * 4L)
#> rev_date time_period obs_values
#> 1 2012-03-22 2012-01-01 7.5389662
#> 2 2012-03-22 2012-04-01 NA
#> 3 2012-03-22 2012-07-01 NA
#> 4 2012-03-22 2012-10-01 NA
#> 5 2012-03-22 2013-01-01 NA
#> 6 2012-03-22 2013-04-01 NA
#> 7 2012-03-22 2013-07-01 NA
#> 8 2012-03-22 2013-10-01 NA
#> 9 2012-03-22 2014-01-01 NA
#> 10 2012-03-22 2014-04-01 NA
#> 11 2012-03-22 2014-07-01 NA
#> 12 2012-03-22 2014-10-01 NA
#> 13 2012-03-22 2015-01-01 NA
#> 14 2012-03-22 2015-04-01 NA
#> 15 2012-03-22 2015-07-01 NA
#> 16 2012-03-22 2015-10-01 NA
#> 17 2012-03-22 2016-01-01 NA
#> 18 2012-03-22 2016-04-01 NA
#> 19 2012-03-22 2016-07-01 NA
#> 20 2012-03-22 2016-10-01 NA
#> 21 2012-10-20 2012-01-01 7.6200653
#> 22 2012-10-20 2012-04-01 6.2506368
#> 23 2012-10-20 2012-07-01 6.6943746
#> 24 2012-10-20 2012-10-01 3.4590383
#> 25 2012-10-20 2013-01-01 NA
#> 26 2012-10-20 2013-04-01 NA
#> 27 2012-10-20 2013-07-01 NA
#> 28 2012-10-20 2013-10-01 NA
#> 29 2012-10-20 2014-01-01 NA
#> 30 2012-10-20 2014-04-01 NA
#> 31 2012-10-20 2014-07-01 NA
#> 32 2012-10-20 2014-10-01 NA
#> 33 2012-10-20 2015-01-01 NA
#> 34 2012-10-20 2015-04-01 NA
#> 35 2012-10-20 2015-07-01 NA
#> 36 2012-10-20 2015-10-01 NA
#> 37 2012-10-20 2016-01-01 NA
#> 38 2012-10-20 2016-04-01 NA
#> 39 2012-10-20 2016-07-01 NA
#> 40 2012-10-20 2016-10-01 NA
#> 41 2013-06-27 2012-01-01 8.7867737
#> 42 2013-06-27 2012-04-01 2.7659456
#> 43 2013-06-27 2012-07-01 4.8246224
#> 44 2013-06-27 2012-10-01 7.1791698
#> 45 2013-06-27 2013-01-01 3.2002974
#> 46 2013-06-27 2013-04-01 -2.3149020
#> 47 2013-06-27 2013-07-01 NA
#> 48 2013-06-27 2013-10-01 NA
#> 49 2013-06-27 2014-01-01 NA
#> 50 2013-06-27 2014-04-01 NA
#> 51 2013-06-27 2014-07-01 NA
#> 52 2013-06-27 2014-10-01 NA
#> 53 2013-06-27 2015-01-01 NA
#> 54 2013-06-27 2015-04-01 NA
#> 55 2013-06-27 2015-07-01 NA
#> 56 2013-06-27 2015-10-01 NA
#> 57 2013-06-27 2016-01-01 NA
#> 58 2013-06-27 2016-04-01 NA
#> 59 2013-06-27 2016-07-01 NA
#> 60 2013-06-27 2016-10-01 NA
#> 61 2013-10-12 2012-01-01 7.5938327
#> 62 2013-10-12 2012-04-01 3.5513198
#> 63 2013-10-12 2012-07-01 4.2826378
#> 64 2013-10-12 2012-10-01 7.5508450
#> 65 2013-10-12 2013-01-01 4.9155811
#> 66 2013-10-12 2013-04-01 -1.4812095
#> 67 2013-10-12 2013-07-01 -0.4138517
#> 68 2013-10-12 2013-10-01 5.4418192
#> 69 2013-10-12 2014-01-01 NA
#> 70 2013-10-12 2014-04-01 NA
#> 71 2013-10-12 2014-07-01 NA
#> 72 2013-10-12 2014-10-01 NA
#> 73 2013-10-12 2015-01-01 NA
#> 74 2013-10-12 2015-04-01 NA
#> 75 2013-10-12 2015-07-01 NA
#> 76 2013-10-12 2015-10-01 NA
#> 77 2013-10-12 2016-01-01 NA
#> 78 2013-10-12 2016-04-01 NA
#> 79 2013-10-12 2016-07-01 NA
#> 80 2013-10-12 2016-10-01 NA
#> 81 2014-07-11 2012-01-01 7.4537994
#> 82 2014-07-11 2012-04-01 3.4488859
#> 83 2014-07-11 2012-07-01 5.4325606
#> 84 2014-07-11 2012-10-01 6.8856976
#> 85 2014-07-11 2013-01-01 5.0074869
#> 86 2014-07-11 2013-04-01 -0.7184151
#> 87 2014-07-11 2013-07-01 4.0268167
#> 88 2014-07-11 2013-10-01 5.5803058
#> 89 2014-07-11 2014-01-01 15.2584405
#> 90 2014-07-11 2014-04-01 6.4926930
#> 91 2014-07-11 2014-07-01 14.0468546
#> 92 2014-07-11 2014-10-01 NA
#> 93 2014-07-11 2015-01-01 NA
#> 94 2014-07-11 2015-04-01 NA
#> 95 2014-07-11 2015-07-01 NA
#> 96 2014-07-11 2015-10-01 NA
#> 97 2014-07-11 2016-01-01 NA
#> 98 2014-07-11 2016-04-01 NA
#> 99 2014-07-11 2016-07-01 NA
#> 100 2014-07-11 2016-10-01 NA
#> 101 2015-01-17 2012-01-01 7.5230657
#> 102 2015-01-17 2012-04-01 3.2885098
#> 103 2015-01-17 2012-07-01 5.0553310
#> 104 2015-01-17 2012-10-01 7.0034428
#> 105 2015-01-17 2013-01-01 4.6939378
#> 106 2015-01-17 2013-04-01 -1.5285112
#> 107 2015-01-17 2013-07-01 2.6542440
#> 108 2015-01-17 2013-10-01 4.5502650
#> 109 2015-01-17 2014-01-01 13.7713446
#> 110 2015-01-17 2014-04-01 8.0096020
#> 111 2015-01-17 2014-07-01 11.8449589
#> 112 2015-01-17 2014-10-01 13.5579305
#> 113 2015-01-17 2015-01-01 21.1686492
#> 114 2015-01-17 2015-04-01 NA
#> 115 2015-01-17 2015-07-01 NA
#> 116 2015-01-17 2015-10-01 NA
#> 117 2015-01-17 2016-01-01 NA
#> 118 2015-01-17 2016-04-01 NA
#> 119 2015-01-17 2016-07-01 NA
#> 120 2015-01-17 2016-10-01 NA
#> 121 2015-04-19 2012-01-01 7.5161439
#> 122 2015-04-19 2012-04-01 3.2551815
#> 123 2015-04-19 2012-07-01 4.9063992
#> 124 2015-04-19 2012-10-01 6.8752469
#> 125 2015-04-19 2013-01-01 5.2444079
#> 126 2015-04-19 2013-04-01 -1.0032672
#> 127 2015-04-19 2013-07-01 2.8350578
#> 128 2015-04-19 2013-10-01 4.4698550
#> 129 2015-04-19 2014-01-01 12.6763970
#> 130 2015-04-19 2014-04-01 8.6735208
#> 131 2015-04-19 2014-07-01 13.0146266
#> 132 2015-04-19 2014-10-01 13.4587182
#> 133 2015-04-19 2015-01-01 22.3861675
#> 134 2015-04-19 2015-04-01 16.3046008
#> 135 2015-04-19 2015-07-01 NA
#> 136 2015-04-19 2015-10-01 NA
#> 137 2015-04-19 2016-01-01 NA
#> 138 2015-04-19 2016-04-01 NA
#> 139 2015-04-19 2016-07-01 NA
#> 140 2015-04-19 2016-10-01 NA
#> 141 2015-07-04 2012-01-01 7.4857824
#> 142 2015-07-04 2012-04-01 3.2281634
#> 143 2015-07-04 2012-07-01 4.8831335
#> 144 2015-07-04 2012-10-01 6.8860955
#> 145 2015-07-04 2013-01-01 5.3306764
#> 146 2015-07-04 2013-04-01 -0.9767971
#> 147 2015-07-04 2013-07-01 2.9170357
#> 148 2015-07-04 2013-10-01 5.0425035
#> 149 2015-07-04 2014-01-01 12.1445471
#> 150 2015-07-04 2014-04-01 7.8577880
#> 151 2015-07-04 2014-07-01 13.1549804
#> 152 2015-07-04 2014-10-01 13.6273019
#> 153 2015-07-04 2015-01-01 21.1347956
#> 154 2015-07-04 2015-04-01 19.8253969
#> 155 2015-07-04 2015-07-01 31.5590184
#> 156 2015-07-04 2015-10-01 NA
#> 157 2015-07-04 2016-01-01 NA
#> 158 2015-07-04 2016-04-01 NA
#> 159 2015-07-04 2016-07-01 NA
#> 160 2015-07-04 2016-10-01 NA
#> 161 2015-11-12 2012-01-01 7.4895973
#> 162 2015-11-12 2012-04-01 3.2492438
#> 163 2015-11-12 2012-07-01 4.9006066
#> 164 2015-11-12 2012-10-01 6.8940515
#> 165 2015-11-12 2013-01-01 5.2436868
#> 166 2015-11-12 2013-04-01 -0.9880461
#> 167 2015-11-12 2013-07-01 2.8068248
#> 168 2015-11-12 2013-10-01 5.0648986
#> 169 2015-11-12 2014-01-01 12.0213229
#> 170 2015-11-12 2014-04-01 7.7599994
#> 171 2015-11-12 2014-07-01 12.8752784
#> 172 2015-11-12 2014-10-01 12.7091636
#> 173 2015-11-12 2015-01-01 21.7690174
#> 174 2015-11-12 2015-04-01 19.0836950
#> 175 2015-11-12 2015-07-01 28.5377334
#> 176 2015-11-12 2015-10-01 36.0847323
#> 177 2015-11-12 2016-01-01 NA
#> 178 2015-11-12 2016-04-01 NA
#> 179 2015-11-12 2016-07-01 NA
#> 180 2015-11-12 2016-10-01 NA
#> 181 2016-08-01 2012-01-01 7.4802191
#> 182 2016-08-01 2012-04-01 3.2436383
#> 183 2016-08-01 2012-07-01 4.8787959
#> 184 2016-08-01 2012-10-01 6.8913382
#> 185 2016-08-01 2013-01-01 5.2391707
#> 186 2016-08-01 2013-04-01 -1.0038377
#> 187 2016-08-01 2013-07-01 2.8709875
#> 188 2016-08-01 2013-10-01 4.9879681
#> 189 2016-08-01 2014-01-01 12.0011741
#> 190 2016-08-01 2014-04-01 7.8127034
#> 191 2016-08-01 2014-07-01 12.6401072
#> 192 2016-08-01 2014-10-01 13.2430561
#> 193 2016-08-01 2015-01-01 21.2405030
#> 194 2016-08-01 2015-04-01 18.5346740
#> 195 2016-08-01 2015-07-01 29.5978929
#> 196 2016-08-01 2015-10-01 30.1398792
#> 197 2016-08-01 2016-01-01 35.2946148
#> 198 2016-08-01 2016-04-01 26.4815379
#> 199 2016-08-01 2016-07-01 34.0849749
#> 200 2016-08-01 2016-10-01 NA