Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 361 | 0 | 37 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 519164 | 519135.632971225 | 2201.90720296471 | 516990.45982581 | -28.3670287747518 |
2 | 517009 | 515568.565865124 | -2271.91527670392 | 520721.34941158 | -1440.43413487601 |
3 | 509933 | 505984.904796621 | -10571.1437939705 | 524452.23899735 | -3948.09520337929 |
4 | 509127 | 511437.603212586 | -21320.8539801994 | 528137.250767614 | 2310.60321258567 |
5 | 500857 | 500828.829715859 | -30937.0922537368 | 531822.262537878 | -28.1702841408551 |
6 | 506971 | 506977.357092765 | -28504.1693253902 | 535468.812232625 | 6.35709276481066 |
7 | 569323 | 577670.932685444 | 21859.7053871827 | 539115.361927373 | 8347.93268544413 |
8 | 579714 | 583071.633685148 | 33598.4269824742 | 542757.939332378 | 3357.63368514832 |
9 | 577992 | 578454.131449625 | 31129.3518129933 | 546400.516737382 | 462.13144962478 |
10 | 565464 | 567430.086519217 | 13696.2422708615 | 549801.671209922 | 1966.08651921689 |
11 | 547344 | 547291.381925636 | -5806.20760809787 | 553202.825682461 | -52.6180743636796 |
12 | 554788 | 556597.154954817 | -3074.25761355697 | 556053.10265874 | 1809.15495481738 |
13 | 562325 | 563544.713162018 | 2201.90720296471 | 558903.379635018 | 1219.71316201752 |
14 | 560854 | 562490.646226794 | -2271.91527670392 | 561489.26904991 | 1636.64622679364 |
15 | 555332 | 557159.985329168 | -10571.1437939705 | 564075.158464803 | 1827.98532916768 |
16 | 543599 | 541922.126529042 | -21320.8539801994 | 566596.727451158 | -1676.87347095844 |
17 | 536662 | 535142.795816224 | -30937.0922537368 | 569118.296437513 | -1519.20418377616 |
18 | 542722 | 542364.289944345 | -28504.1693253902 | 571583.879381045 | -357.710055654752 |
19 | 593530 | 591150.83228824 | 21859.7053871827 | 574049.462324577 | -2379.16771175992 |
20 | 610763 | 611421.645915048 | 33598.4269824742 | 576505.927102478 | 658.645915048313 |
21 | 612613 | 615134.256306629 | 31129.3518129933 | 578962.391880378 | 2521.25630662893 |
22 | 611324 | 627556.220196406 | 13696.2422708615 | 581395.537532733 | 16232.2201964059 |
23 | 594167 | 610311.52442301 | -5806.20760809787 | 583828.683185088 | 16144.5244230102 |
24 | 595454 | 607850.328964324 | -3074.25761355697 | 586131.928649233 | 12396.3289643242 |
25 | 590865 | 591092.918683658 | 2201.90720296471 | 588435.174113378 | 227.918683657539 |
26 | 589379 | 590576.771471781 | -2271.91527670392 | 590453.143804923 | 1197.77147178131 |
27 | 584428 | 586956.030297503 | -10571.1437939705 | 592471.113496467 | 2528.03029750299 |
28 | 573100 | 573918.068210635 | -21320.8539801994 | 593602.785769564 | 818.068210635334 |
29 | 567456 | 571114.634211076 | -30937.0922537368 | 594734.458042661 | 3658.63421107607 |
30 | 569028 | 570835.211438666 | -28504.1693253902 | 595724.957886724 | 1807.21143866645 |
31 | 620735 | 622894.83688203 | 21859.7053871827 | 596715.457730787 | 2159.83688203024 |
32 | 628884 | 626538.899065905 | 33598.4269824742 | 597630.673951621 | -2345.10093409533 |
33 | 628232 | 626788.758014551 | 31129.3518129933 | 598545.890172455 | -1443.24198544875 |
34 | 612117 | 611138.699286575 | 13696.2422708615 | 599399.058442564 | -978.30071342492 |
35 | 595404 | 596361.980895426 | -5806.20760809787 | 600252.226712672 | 957.980895426124 |
36 | 597141 | 596284.441179116 | -3074.25761355697 | 601071.816434441 | -856.558820884093 |