Get predicted data from fitted GAMs across period of observation, every day
Source:R/anlz_prdday.R
anlz_prdday.RdGet predicted data from fitted GAMs across period of observation, every day
Arguments
- mod
input model object as returned by
anlz_gam
Examples
library(dplyr)
# data to model
tomod <- rawdat %>%
filter(station %in% 34) %>%
filter(param %in% 'chl') %>%
filter(yr > 2015)
mod <- anlz_gam(tomod, trans = 'log10')
anlz_prdday(mod)
#> date doy cont_year yr value trans
#> 1 2016-01-01 1 2016.000 2016 6.292609 log10
#> 2 2016-01-02 2 2016.003 2016 6.307216 log10
#> 3 2016-01-03 3 2016.005 2016 6.321856 log10
#> 4 2016-01-04 4 2016.008 2016 6.336531 log10
#> 5 2016-01-05 5 2016.011 2016 6.351239 log10
#> 6 2016-01-06 6 2016.014 2016 6.365982 log10
#> 7 2016-01-07 7 2016.016 2016 6.380759 log10
#> 8 2016-01-08 8 2016.019 2016 6.395570 log10
#> 9 2016-01-09 9 2016.022 2016 6.410416 log10
#> 10 2016-01-10 10 2016.025 2016 6.425296 log10
#> 11 2016-01-11 11 2016.027 2016 6.440210 log10
#> 12 2016-01-12 12 2016.030 2016 6.455160 log10
#> 13 2016-01-13 13 2016.033 2016 6.470144 log10
#> 14 2016-01-14 14 2016.036 2016 6.485162 log10
#> 15 2016-01-15 15 2016.038 2016 6.500216 log10
#> 16 2016-01-16 16 2016.041 2016 6.515304 log10
#> 17 2016-01-17 17 2016.044 2016 6.530428 log10
#> 18 2016-01-18 18 2016.046 2016 6.545587 log10
#> 19 2016-01-19 19 2016.049 2016 6.560780 log10
#> 20 2016-01-20 20 2016.052 2016 6.576009 log10
#> 21 2016-01-21 21 2016.055 2016 6.591274 log10
#> 22 2016-01-22 22 2016.057 2016 6.606569 log10
#> 23 2016-01-23 23 2016.060 2016 6.621870 log10
#> 24 2016-01-24 24 2016.063 2016 6.637147 log10
#> 25 2016-01-25 25 2016.066 2016 6.652370 log10
#> 26 2016-01-26 26 2016.068 2016 6.667510 log10
#> 27 2016-01-27 27 2016.071 2016 6.682535 log10
#> 28 2016-01-28 28 2016.074 2016 6.697415 log10
#> 29 2016-01-29 29 2016.077 2016 6.712118 log10
#> 30 2016-01-30 30 2016.079 2016 6.726614 log10
#> 31 2016-01-31 31 2016.082 2016 6.740870 log10
#> 32 2016-02-01 32 2016.085 2016 6.754856 log10
#> 33 2016-02-02 33 2016.087 2016 6.768539 log10
#> 34 2016-02-03 34 2016.090 2016 6.781891 log10
#> 35 2016-02-04 35 2016.093 2016 6.794902 log10
#> 36 2016-02-05 36 2016.096 2016 6.807565 log10
#> 37 2016-02-06 37 2016.098 2016 6.819873 log10
#> 38 2016-02-07 38 2016.101 2016 6.831822 log10
#> 39 2016-02-08 39 2016.104 2016 6.843404 log10
#> 40 2016-02-09 40 2016.107 2016 6.854614 log10
#> 41 2016-02-10 41 2016.109 2016 6.865444 log10
#> 42 2016-02-11 42 2016.112 2016 6.875890 log10
#> 43 2016-02-12 43 2016.115 2016 6.885944 log10
#> 44 2016-02-13 44 2016.117 2016 6.895602 log10
#> 45 2016-02-14 45 2016.120 2016 6.904856 log10
#> 46 2016-02-15 46 2016.123 2016 6.913700 log10
#> 47 2016-02-16 47 2016.126 2016 6.922130 log10
#> 48 2016-02-17 48 2016.128 2016 6.930139 log10
#> 49 2016-02-18 49 2016.131 2016 6.937721 log10
#> 50 2016-02-19 50 2016.134 2016 6.944871 log10
#> 51 2016-02-20 51 2016.137 2016 6.951582 log10
#> 52 2016-02-21 52 2016.139 2016 6.957850 log10
#> 53 2016-02-22 53 2016.142 2016 6.963668 log10
#> 54 2016-02-23 54 2016.145 2016 6.969031 log10
#> 55 2016-02-24 55 2016.148 2016 6.973934 log10
#> 56 2016-02-25 56 2016.150 2016 6.978372 log10
#> 57 2016-02-26 57 2016.153 2016 6.982339 log10
#> 58 2016-02-27 58 2016.156 2016 6.985829 log10
#> 59 2016-02-28 59 2016.158 2016 6.988839 log10
#> 60 2016-02-29 60 2016.161 2016 6.991362 log10
#> 61 2016-03-01 61 2016.164 2016 6.993395 log10
#> 62 2016-03-02 62 2016.167 2016 6.994932 log10
#> 63 2016-03-03 63 2016.169 2016 6.995968 log10
#> 64 2016-03-04 64 2016.172 2016 6.996500 log10
#> 65 2016-03-05 65 2016.175 2016 6.996522 log10
#> 66 2016-03-06 66 2016.178 2016 6.996030 log10
#> 67 2016-03-07 67 2016.180 2016 6.995020 log10
#> 68 2016-03-08 68 2016.183 2016 6.993488 log10
#> 69 2016-03-09 69 2016.186 2016 6.991430 log10
#> 70 2016-03-10 70 2016.189 2016 6.988841 log10
#> 71 2016-03-11 71 2016.191 2016 6.985719 log10
#> 72 2016-03-12 72 2016.194 2016 6.982059 log10
#> 73 2016-03-13 73 2016.197 2016 6.977858 log10
#> 74 2016-03-14 74 2016.199 2016 6.973112 log10
#> 75 2016-03-15 75 2016.202 2016 6.967819 log10
#> 76 2016-03-16 76 2016.205 2016 6.961975 log10
#> 77 2016-03-17 77 2016.208 2016 6.955578 log10
#> 78 2016-03-18 78 2016.210 2016 6.948622 log10
#> 79 2016-03-19 79 2016.213 2016 6.941105 log10
#> 80 2016-03-20 80 2016.216 2016 6.933022 log10
#> 81 2016-03-21 81 2016.219 2016 6.924370 log10
#> 82 2016-03-22 82 2016.221 2016 6.915144 log10
#> 83 2016-03-23 83 2016.224 2016 6.905343 log10
#> 84 2016-03-24 84 2016.227 2016 6.894963 log10
#> 85 2016-03-25 85 2016.230 2016 6.884000 log10
#> 86 2016-03-26 86 2016.232 2016 6.872451 log10
#> 87 2016-03-27 87 2016.235 2016 6.860316 log10
#> 88 2016-03-28 88 2016.238 2016 6.847590 log10
#> 89 2016-03-29 89 2016.240 2016 6.834271 log10
#> 90 2016-03-30 90 2016.243 2016 6.820359 log10
#> 91 2016-03-31 91 2016.246 2016 6.805850 log10
#> 92 2016-04-01 92 2016.249 2016 6.790743 log10
#> 93 2016-04-02 93 2016.251 2016 6.775038 log10
#> 94 2016-04-03 94 2016.254 2016 6.758744 log10
#> 95 2016-04-04 95 2016.257 2016 6.741868 log10
#> 96 2016-04-05 96 2016.260 2016 6.724421 log10
#> 97 2016-04-06 97 2016.262 2016 6.706412 log10
#> 98 2016-04-07 98 2016.265 2016 6.687850 log10
#> 99 2016-04-08 99 2016.268 2016 6.668745 log10
#> 100 2016-04-09 100 2016.270 2016 6.649106 log10
#> 101 2016-04-10 101 2016.273 2016 6.628944 log10
#> 102 2016-04-11 102 2016.276 2016 6.608269 log10
#> 103 2016-04-12 103 2016.279 2016 6.587089 log10
#> 104 2016-04-13 104 2016.281 2016 6.565416 log10
#> 105 2016-04-14 105 2016.284 2016 6.543258 log10
#> 106 2016-04-15 106 2016.287 2016 6.520627 log10
#> 107 2016-04-16 107 2016.290 2016 6.497535 log10
#> 108 2016-04-17 108 2016.292 2016 6.474010 log10
#> 109 2016-04-18 109 2016.295 2016 6.450082 log10
#> 110 2016-04-19 110 2016.298 2016 6.425782 log10
#> 111 2016-04-20 111 2016.301 2016 6.401139 log10
#> 112 2016-04-21 112 2016.303 2016 6.376182 log10
#> 113 2016-04-22 113 2016.306 2016 6.350942 log10
#> 114 2016-04-23 114 2016.309 2016 6.325446 log10
#> 115 2016-04-24 115 2016.311 2016 6.299724 log10
#> 116 2016-04-25 116 2016.314 2016 6.273803 log10
#> 117 2016-04-26 117 2016.317 2016 6.247711 log10
#> 118 2016-04-27 118 2016.320 2016 6.221475 log10
#> 119 2016-04-28 119 2016.322 2016 6.195123 log10
#> 120 2016-04-29 120 2016.325 2016 6.168686 log10
#> 121 2016-04-30 121 2016.328 2016 6.142196 log10
#> 122 2016-05-01 122 2016.331 2016 6.115683 log10
#> 123 2016-05-02 123 2016.333 2016 6.089179 log10
#> 124 2016-05-03 124 2016.336 2016 6.062714 log10
#> 125 2016-05-04 125 2016.339 2016 6.036316 log10
#> 126 2016-05-05 126 2016.342 2016 6.010015 log10
#> 127 2016-05-06 127 2016.344 2016 5.983840 log10
#> 128 2016-05-07 128 2016.347 2016 5.957818 log10
#> 129 2016-05-08 129 2016.350 2016 5.931977 log10
#> 130 2016-05-09 130 2016.352 2016 5.906344 log10
#> 131 2016-05-10 131 2016.355 2016 5.880946 log10
#> 132 2016-05-11 132 2016.358 2016 5.855808 log10
#> 133 2016-05-12 133 2016.361 2016 5.830956 log10
#> 134 2016-05-13 134 2016.363 2016 5.806416 log10
#> 135 2016-05-14 135 2016.366 2016 5.782212 log10
#> 136 2016-05-15 136 2016.369 2016 5.758369 log10
#> 137 2016-05-16 137 2016.372 2016 5.734910 log10
#> 138 2016-05-17 138 2016.374 2016 5.711859 log10
#> 139 2016-05-18 139 2016.377 2016 5.689239 log10
#> 140 2016-05-19 140 2016.380 2016 5.667069 log10
#> 141 2016-05-20 141 2016.383 2016 5.645345 log10
#> 142 2016-05-21 142 2016.385 2016 5.624061 log10
#> 143 2016-05-22 143 2016.388 2016 5.603210 log10
#> 144 2016-05-23 144 2016.391 2016 5.582785 log10
#> 145 2016-05-24 145 2016.393 2016 5.562779 log10
#> 146 2016-05-25 146 2016.396 2016 5.543185 log10
#> 147 2016-05-26 147 2016.399 2016 5.523998 log10
#> 148 2016-05-27 148 2016.402 2016 5.505210 log10
#> 149 2016-05-28 149 2016.404 2016 5.486817 log10
#> 150 2016-05-29 150 2016.407 2016 5.468810 log10
#> 151 2016-05-30 151 2016.410 2016 5.451186 log10
#> 152 2016-05-31 152 2016.413 2016 5.433936 log10
#> 153 2016-06-01 153 2016.415 2016 5.417057 log10
#> 154 2016-06-02 154 2016.418 2016 5.400542 log10
#> 155 2016-06-03 155 2016.421 2016 5.384386 log10
#> 156 2016-06-04 156 2016.423 2016 5.368584 log10
#> 157 2016-06-05 157 2016.426 2016 5.353129 log10
#> 158 2016-06-06 158 2016.429 2016 5.338017 log10
#> 159 2016-06-07 159 2016.432 2016 5.323242 log10
#> 160 2016-06-08 160 2016.434 2016 5.308800 log10
#> 161 2016-06-09 161 2016.437 2016 5.294685 log10
#> 162 2016-06-10 162 2016.440 2016 5.280894 log10
#> 163 2016-06-11 163 2016.443 2016 5.267419 log10
#> 164 2016-06-12 164 2016.445 2016 5.254258 log10
#> 165 2016-06-13 165 2016.448 2016 5.241406 log10
#> 166 2016-06-14 166 2016.451 2016 5.228857 log10
#> 167 2016-06-15 167 2016.454 2016 5.216608 log10
#> 168 2016-06-16 168 2016.456 2016 5.204654 log10
#> 169 2016-06-17 169 2016.459 2016 5.192991 log10
#> 170 2016-06-18 170 2016.462 2016 5.181616 log10
#> 171 2016-06-19 171 2016.464 2016 5.170528 log10
#> 172 2016-06-20 172 2016.467 2016 5.159723 log10
#> 173 2016-06-21 173 2016.470 2016 5.149201 log10
#> 174 2016-06-22 174 2016.473 2016 5.138958 log10
#> 175 2016-06-23 175 2016.475 2016 5.128994 log10
#> 176 2016-06-24 176 2016.478 2016 5.119305 log10
#> 177 2016-06-25 177 2016.481 2016 5.109891 log10
#> 178 2016-06-26 178 2016.484 2016 5.100748 log10
#> 179 2016-06-27 179 2016.486 2016 5.091876 log10
#> 180 2016-06-28 180 2016.489 2016 5.083273 log10
#> 181 2016-06-29 181 2016.492 2016 5.074937 log10
#> 182 2016-06-30 182 2016.495 2016 5.066864 log10
#> 183 2016-07-01 183 2016.497 2016 5.059053 log10
#> 184 2016-07-02 184 2016.500 2016 5.051502 log10
#> 185 2016-07-03 185 2016.503 2016 5.044207 log10
#> 186 2016-07-04 186 2016.505 2016 5.037166 log10
#> 187 2016-07-05 187 2016.508 2016 5.030376 log10
#> 188 2016-07-06 188 2016.511 2016 5.023836 log10
#> 189 2016-07-07 189 2016.514 2016 5.017543 log10
#> 190 2016-07-08 190 2016.516 2016 5.011495 log10
#> 191 2016-07-09 191 2016.519 2016 5.005688 log10
#> 192 2016-07-10 192 2016.522 2016 5.000123 log10
#> 193 2016-07-11 193 2016.525 2016 4.994795 log10
#> 194 2016-07-12 194 2016.527 2016 4.989703 log10
#> 195 2016-07-13 195 2016.530 2016 4.984845 log10
#> 196 2016-07-14 196 2016.533 2016 4.980218 log10
#> 197 2016-07-15 197 2016.536 2016 4.975820 log10
#> 198 2016-07-16 198 2016.538 2016 4.971634 log10
#> 199 2016-07-17 199 2016.541 2016 4.967647 log10
#> 200 2016-07-18 200 2016.544 2016 4.963842 log10
#> 201 2016-07-19 201 2016.546 2016 4.960203 log10
#> 202 2016-07-20 202 2016.549 2016 4.956715 log10
#> 203 2016-07-21 203 2016.552 2016 4.953362 log10
#> 204 2016-07-22 204 2016.555 2016 4.950128 log10
#> 205 2016-07-23 205 2016.557 2016 4.946998 log10
#> 206 2016-07-24 206 2016.560 2016 4.943956 log10
#> 207 2016-07-25 207 2016.563 2016 4.940987 log10
#> 208 2016-07-26 208 2016.566 2016 4.938075 log10
#> 209 2016-07-27 209 2016.568 2016 4.935206 log10
#> 210 2016-07-28 210 2016.571 2016 4.932363 log10
#> 211 2016-07-29 211 2016.574 2016 4.929532 log10
#> 212 2016-07-30 212 2016.577 2016 4.926697 log10
#> 213 2016-07-31 213 2016.579 2016 4.923843 log10
#> 214 2016-08-01 214 2016.582 2016 4.920955 log10
#> 215 2016-08-02 215 2016.585 2016 4.918017 log10
#> 216 2016-08-03 216 2016.587 2016 4.915015 log10
#> 217 2016-08-04 217 2016.590 2016 4.911933 log10
#> 218 2016-08-05 218 2016.593 2016 4.908756 log10
#> 219 2016-08-06 219 2016.596 2016 4.905470 log10
#> 220 2016-08-07 220 2016.598 2016 4.902060 log10
#> 221 2016-08-08 221 2016.601 2016 4.898509 log10
#> 222 2016-08-09 222 2016.604 2016 4.894805 log10
#> 223 2016-08-10 223 2016.607 2016 4.890931 log10
#> 224 2016-08-11 224 2016.609 2016 4.886874 log10
#> 225 2016-08-12 225 2016.612 2016 4.882618 log10
#> 226 2016-08-13 226 2016.615 2016 4.878149 log10
#> 227 2016-08-14 227 2016.617 2016 4.873453 log10
#> 228 2016-08-15 228 2016.620 2016 4.868515 log10
#> 229 2016-08-16 229 2016.623 2016 4.863320 log10
#> 230 2016-08-17 230 2016.626 2016 4.857855 log10
#> 231 2016-08-18 231 2016.628 2016 4.852105 log10
#> 232 2016-08-19 232 2016.631 2016 4.846060 log10
#> 233 2016-08-20 233 2016.634 2016 4.839716 log10
#> 234 2016-08-21 234 2016.637 2016 4.833074 log10
#> 235 2016-08-22 235 2016.639 2016 4.826135 log10
#> 236 2016-08-23 236 2016.642 2016 4.818899 log10
#> 237 2016-08-24 237 2016.645 2016 4.811367 log10
#> 238 2016-08-25 238 2016.648 2016 4.803541 log10
#> 239 2016-08-26 239 2016.650 2016 4.795432 log10
#> 240 2016-08-27 240 2016.653 2016 4.787053 log10
#> 241 2016-08-28 241 2016.656 2016 4.778416 log10
#> 242 2016-08-29 242 2016.658 2016 4.769535 log10
#> 243 2016-08-30 243 2016.661 2016 4.760421 log10
#> 244 2016-08-31 244 2016.664 2016 4.751088 log10
#> 245 2016-09-01 245 2016.667 2016 4.741549 log10
#> 246 2016-09-02 246 2016.669 2016 4.731814 log10
#> 247 2016-09-03 247 2016.672 2016 4.721898 log10
#> 248 2016-09-04 248 2016.675 2016 4.711812 log10
#> 249 2016-09-05 249 2016.678 2016 4.701568 log10
#> 250 2016-09-06 250 2016.680 2016 4.691180 log10
#> 251 2016-09-07 251 2016.683 2016 4.680658 log10
#> 252 2016-09-08 252 2016.686 2016 4.670015 log10
#> 253 2016-09-09 253 2016.689 2016 4.659262 log10
#> 254 2016-09-10 254 2016.691 2016 4.648412 log10
#> 255 2016-09-11 255 2016.694 2016 4.637472 log10
#> 256 2016-09-12 256 2016.697 2016 4.626450 log10
#> 257 2016-09-13 257 2016.699 2016 4.615353 log10
#> 258 2016-09-14 258 2016.702 2016 4.604189 log10
#> 259 2016-09-15 259 2016.705 2016 4.592964 log10
#> 260 2016-09-16 260 2016.708 2016 4.581687 log10
#> 261 2016-09-17 261 2016.710 2016 4.570365 log10
#> 262 2016-09-18 262 2016.713 2016 4.559004 log10
#> 263 2016-09-19 263 2016.716 2016 4.547613 log10
#> 264 2016-09-20 264 2016.719 2016 4.536197 log10
#> 265 2016-09-21 265 2016.721 2016 4.524762 log10
#> 266 2016-09-22 266 2016.724 2016 4.513311 log10
#> 267 2016-09-23 267 2016.727 2016 4.501845 log10
#> 268 2016-09-24 268 2016.730 2016 4.490362 log10
#> 269 2016-09-25 269 2016.732 2016 4.478865 log10
#> 270 2016-09-26 270 2016.735 2016 4.467353 log10
#> 271 2016-09-27 271 2016.738 2016 4.455827 log10
#> 272 2016-09-28 272 2016.740 2016 4.444288 log10
#> 273 2016-09-29 273 2016.743 2016 4.432736 log10
#> 274 2016-09-30 274 2016.746 2016 4.421171 log10
#> 275 2016-10-01 275 2016.749 2016 4.409595 log10
#> 276 2016-10-02 276 2016.751 2016 4.398008 log10
#> 277 2016-10-03 277 2016.754 2016 4.386410 log10
#> 278 2016-10-04 278 2016.757 2016 4.374801 log10
#> 279 2016-10-05 279 2016.760 2016 4.363183 log10
#> 280 2016-10-06 280 2016.762 2016 4.351556 log10
#> 281 2016-10-07 281 2016.765 2016 4.339920 log10
#> 282 2016-10-08 282 2016.768 2016 4.328276 log10
#> 283 2016-10-09 283 2016.770 2016 4.316624 log10
#> 284 2016-10-10 284 2016.773 2016 4.304965 log10
#> 285 2016-10-11 285 2016.776 2016 4.293299 log10
#> 286 2016-10-12 286 2016.779 2016 4.281627 log10
#> 287 2016-10-13 287 2016.781 2016 4.269949 log10
#> 288 2016-10-14 288 2016.784 2016 4.258266 log10
#> 289 2016-10-15 289 2016.787 2016 4.246578 log10
#> 290 2016-10-16 290 2016.790 2016 4.234886 log10
#> 291 2016-10-17 291 2016.792 2016 4.223190 log10
#> 292 2016-10-18 292 2016.795 2016 4.211491 log10
#> 293 2016-10-19 293 2016.798 2016 4.199791 log10
#> 294 2016-10-20 294 2016.801 2016 4.188100 log10
#> 295 2016-10-21 295 2016.803 2016 4.176430 log10
#> 296 2016-10-22 296 2016.806 2016 4.164794 log10
#> 297 2016-10-23 297 2016.809 2016 4.153202 log10
#> 298 2016-10-24 298 2016.811 2016 4.141668 log10
#> 299 2016-10-25 299 2016.814 2016 4.130201 log10
#> 300 2016-10-26 300 2016.817 2016 4.118814 log10
#> 301 2016-10-27 301 2016.820 2016 4.107518 log10
#> 302 2016-10-28 302 2016.822 2016 4.096324 log10
#> 303 2016-10-29 303 2016.825 2016 4.085243 log10
#> 304 2016-10-30 304 2016.828 2016 4.074285 log10
#> 305 2016-10-31 305 2016.831 2016 4.063462 log10
#> 306 2016-11-01 306 2016.833 2016 4.052785 log10
#> 307 2016-11-02 307 2016.836 2016 4.042263 log10
#> 308 2016-11-03 308 2016.839 2016 4.031908 log10
#> 309 2016-11-04 309 2016.842 2016 4.021730 log10
#> 310 2016-11-05 310 2016.844 2016 4.011738 log10
#> 311 2016-11-06 311 2016.847 2016 4.001943 log10
#> 312 2016-11-07 312 2016.850 2016 3.992356 log10
#> 313 2016-11-08 313 2016.852 2016 3.982986 log10
#> 314 2016-11-09 314 2016.855 2016 3.973842 log10
#> 315 2016-11-10 315 2016.858 2016 3.964930 log10
#> 316 2016-11-11 316 2016.861 2016 3.956253 log10
#> 317 2016-11-12 317 2016.863 2016 3.947816 log10
#> 318 2016-11-13 318 2016.866 2016 3.939623 log10
#> 319 2016-11-14 319 2016.869 2016 3.931678 log10
#> 320 2016-11-15 320 2016.872 2016 3.923986 log10
#> 321 2016-11-16 321 2016.874 2016 3.916550 log10
#> 322 2016-11-17 322 2016.877 2016 3.909375 log10
#> 323 2016-11-18 323 2016.880 2016 3.902464 log10
#> 324 2016-11-19 324 2016.883 2016 3.895823 log10
#> 325 2016-11-20 325 2016.885 2016 3.889456 log10
#> 326 2016-11-21 326 2016.888 2016 3.883366 log10
#> 327 2016-11-22 327 2016.891 2016 3.877558 log10
#> 328 2016-11-23 328 2016.893 2016 3.872036 log10
#> 329 2016-11-24 329 2016.896 2016 3.866805 log10
#> 330 2016-11-25 330 2016.899 2016 3.861869 log10
#> 331 2016-11-26 331 2016.902 2016 3.857233 log10
#> 332 2016-11-27 332 2016.904 2016 3.852900 log10
#> 333 2016-11-28 333 2016.907 2016 3.848876 log10
#> 334 2016-11-29 334 2016.910 2016 3.845165 log10
#> 335 2016-11-30 335 2016.913 2016 3.841771 log10
#> 336 2016-12-01 336 2016.915 2016 3.838699 log10
#> 337 2016-12-02 337 2016.918 2016 3.835955 log10
#> 338 2016-12-03 338 2016.921 2016 3.833542 log10
#> 339 2016-12-04 339 2016.923 2016 3.831466 log10
#> 340 2016-12-05 340 2016.926 2016 3.829731 log10
#> 341 2016-12-06 341 2016.929 2016 3.828343 log10
#> 342 2016-12-07 342 2016.932 2016 3.827307 log10
#> 343 2016-12-08 343 2016.934 2016 3.826627 log10
#> 344 2016-12-09 344 2016.937 2016 3.826310 log10
#> 345 2016-12-10 345 2016.940 2016 3.826360 log10
#> 346 2016-12-11 346 2016.943 2016 3.826783 log10
#> 347 2016-12-12 347 2016.945 2016 3.827586 log10
#> 348 2016-12-13 348 2016.948 2016 3.828772 log10
#> 349 2016-12-14 349 2016.951 2016 3.830348 log10
#> 350 2016-12-15 350 2016.954 2016 3.832318 log10
#> 351 2016-12-16 351 2016.956 2016 3.834684 log10
#> 352 2016-12-17 352 2016.959 2016 3.837450 log10
#> 353 2016-12-18 353 2016.962 2016 3.840620 log10
#> 354 2016-12-19 354 2016.964 2016 3.844196 log10
#> 355 2016-12-20 355 2016.967 2016 3.848183 log10
#> 356 2016-12-21 356 2016.970 2016 3.852585 log10
#> 357 2016-12-22 357 2016.973 2016 3.857405 log10
#> 358 2016-12-23 358 2016.975 2016 3.862648 log10
#> 359 2016-12-24 359 2016.978 2016 3.868318 log10
#> 360 2016-12-25 360 2016.981 2016 3.874420 log10
#> 361 2016-12-26 361 2016.984 2016 3.880958 log10
#> 362 2016-12-27 362 2016.986 2016 3.887937 log10
#> 363 2016-12-28 363 2016.989 2016 3.895362 log10
#> 364 2016-12-29 364 2016.992 2016 3.903239 log10
#> 365 2016-12-30 365 2016.995 2016 3.911572 log10
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#> 1454 2019-12-24 358 2019.978 2019 2.647628 log10
#> 1455 2019-12-25 359 2019.981 2019 2.634014 log10
#> 1456 2019-12-26 360 2019.984 2019 2.620470 log10
#> 1457 2019-12-27 361 2019.986 2019 2.606996 log10
#> 1458 2019-12-28 362 2019.989 2019 2.593591 log10
#> 1459 2019-12-29 363 2019.992 2019 2.580255 log10
#> 1460 2019-12-30 364 2019.995 2019 2.566988 log10
#> 1461 2019-12-31 365 2019.997 2019 2.553789 log10
#> 1462 2020-01-01 1 2020.000 2020 2.540658 log10