Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 501 | 0 | 51 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 17409 | 17764.4173661092 | -4707.43482093237 | 21761.0174548231 | 355.417366109228 |
2 | 11514 | 11628.3093567630 | -10537.7497739219 | 21937.4404171590 | 114.309356762973 |
3 | 31514 | 33712.2136882336 | 7201.92293227165 | 22113.8633794948 | 2198.21368823357 |
4 | 27071 | 27066.6862812114 | 4773.50341938754 | 22301.810299401 | -4.31371878856226 |
5 | 29462 | 27178.6590718241 | 9255.58370886868 | 22489.7572193073 | -2283.34092817594 |
6 | 26105 | 24671.5733577809 | 4866.26528764205 | 22672.1613545771 | -1433.42664221911 |
7 | 22397 | 21425.7404129721 | 513.694097181093 | 22854.5654898469 | -971.259587027947 |
8 | 23843 | 22957.8519911931 | 1708.80088359558 | 23019.3471252113 | -885.148008806853 |
9 | 21705 | 24257.2168978312 | -4031.34565840685 | 23184.1287605757 | 2552.21689783116 |
10 | 18089 | 17829.9839574776 | -5065.06974483185 | 23413.0857873542 | -259.016042522384 |
11 | 20764 | 21113.0019790462 | -3227.04479317894 | 23642.0428141328 | 349.001979046163 |
12 | 25316 | 27485.9173318209 | -751.126842980987 | 23897.2095111601 | 2169.91733182093 |
13 | 17704 | 15963.0586127450 | -4707.43482093237 | 24152.3762081873 | -1740.94138725496 |
14 | 15548 | 17441.0925349075 | -10537.7497739219 | 24192.6572390144 | 1893.09253490750 |
15 | 28029 | 24623.1387978868 | 7201.92293227165 | 24232.9382698415 | -3405.86120211318 |
16 | 29383 | 29870.8810269826 | 4773.50341938754 | 24121.6155536298 | 487.881026982614 |
17 | 36438 | 39610.1234537132 | 9255.58370886868 | 24010.2928374182 | 3172.12345371316 |
18 | 32034 | 35276.4710034567 | 4866.26528764205 | 23925.2637089013 | 3242.47100345669 |
19 | 22679 | 21004.0713224346 | 513.694097181093 | 23840.2345803843 | -1674.92867756544 |
20 | 24319 | 23180.0746029060 | 1708.80088359558 | 23749.1245134984 | -1138.92539709403 |
21 | 18004 | 16381.3312117943 | -4031.34565840685 | 23658.0144466125 | -1622.66878820570 |
22 | 17537 | 16716.6597571913 | -5065.06974483185 | 23422.4099876405 | -820.340242808674 |
23 | 20366 | 20772.2392645104 | -3227.04479317894 | 23186.8055286685 | 406.239264510437 |
24 | 22782 | 23375.128202433 | -751.126842980987 | 22939.9986405480 | 593.12820243301 |
25 | 19169 | 20352.2430685049 | -4707.43482093237 | 22693.1917524274 | 1183.24306850493 |
26 | 13807 | 15506.7898267953 | -10537.7497739219 | 22644.9599471266 | 1699.78982679530 |
27 | 29743 | 29687.3489259025 | 7201.92293227165 | 22596.7281418258 | -55.6510740974845 |
28 | 25591 | 23828.5373330344 | 4773.50341938754 | 22579.9592475781 | -1762.46266696560 |
29 | 29096 | 26373.2259378010 | 9255.58370886868 | 22563.1903533303 | -2722.77406219895 |
30 | 26482 | 25615.0541099042 | 4866.26528764205 | 22482.6806024537 | -866.945890095794 |
31 | 22405 | 21894.1350512417 | 513.694097181093 | 22402.1708515772 | -510.864948758302 |
32 | 27044 | 29965.5443460041 | 1708.80088359558 | 22413.6547704003 | 2921.54434600409 |
33 | 17970 | 17546.2069691834 | -4031.34565840685 | 22425.1386892234 | -423.7930308166 |
34 | 18730 | 19909.0417235657 | -5065.06974483185 | 22616.0280212661 | 1179.04172356571 |
35 | 19684 | 19788.1274398701 | -3227.04479317894 | 22806.9173533088 | 104.127439870110 |
36 | 19785 | 17321.7333892468 | -751.126842980987 | 22999.3934537342 | -2463.26661075323 |
37 | 18479 | 18473.5652667728 | -4707.43482093237 | 23191.8695541596 | -5.43473322721911 |
38 | 10698 | 8690.88455793846 | -10537.7497739219 | 23242.8652159835 | -2007.11544206154 |
39 | 31956 | 33416.216189921 | 7201.92293227165 | 23293.8608778074 | 1460.216189921 |
40 | 29506 | 30962.3982390591 | 4773.50341938754 | 23276.0983415533 | 1456.39823905914 |
41 | 34506 | 36498.0804858320 | 9255.58370886868 | 23258.3358052993 | 1992.08048583204 |
42 | 27165 | 26382.2977618187 | 4866.26528764205 | 23081.4369505392 | -782.7022381813 |
43 | 26736 | 30053.7678070397 | 513.694097181093 | 22904.5380957792 | 3317.76780703969 |
44 | 23691 | 22972.8910782463 | 1708.80088359558 | 22700.3080381581 | -718.10892175372 |
45 | 18157 | 17849.2676778698 | -4031.34565840685 | 22496.0779805371 | -307.732322130210 |
46 | 17328 | 17459.1094622887 | -5065.06974483185 | 22261.9602825432 | 131.109462288670 |
47 | 18205 | 17609.2022086296 | -3227.04479317894 | 22027.8425845493 | -595.797791370354 |
48 | 20995 | 20975.4551421688 | -751.126842980987 | 21765.6717008122 | -19.5448578312498 |
49 | 17382 | 17967.9340038572 | -4707.43482093237 | 21503.5008170752 | 585.934003857197 |
50 | 9367 | 8048.2368671522 | -10537.7497739219 | 21223.5129067697 | -1318.76313284781 |