Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 601 | 0 | 61 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 95.5 | 91.0650048888439 | 0.635264192194359 | 99.2997309189617 | -4.43499511115608 |
2 | 76.7 | 78.5864713421847 | -24.6313681838695 | 99.4448968416848 | 1.88647134218468 |
3 | 79.4 | 76.6679318616705 | -17.4579946260784 | 99.590062764408 | -2.73206813832951 |
4 | 55.2 | 49.9983840867836 | -39.2178694160115 | 99.619485329228 | -5.20161591321636 |
5 | 60 | 61.1288394226003 | -40.7777473166481 | 99.6489078940479 | 1.12883942260025 |
6 | 64.8 | 64.7657421336396 | -34.7552436604617 | 99.5895015268221 | -0.034257866360349 |
7 | 82.3 | 84.3626424136274 | -19.2927375732237 | 99.5300951595963 | 2.06264241362737 |
8 | 210.5 | 232.588292483841 | 88.9194803631598 | 99.4922271529995 | 22.0882924838407 |
9 | 106 | 106.513921667922 | 6.03171918567537 | 99.4543591464026 | 0.513921667921991 |
10 | 80.8 | 78.4518303221718 | -16.1448987196711 | 99.2930683974993 | -2.34816967782822 |
11 | 97.3 | 95.5297413551913 | -0.0615190037872699 | 99.131777648596 | -1.77025864480871 |
12 | 189.5 | 183.747817963913 | 96.752914799708 | 98.4992672363794 | -5.75218203608739 |
13 | 90 | 81.4979789836428 | 0.635264192194359 | 97.8667568241629 | -8.50202101635722 |
14 | 69.3 | 66.237904852841 | -24.6313681838695 | 96.9934633310285 | -3.06209514715897 |
15 | 87.3 | 95.9378247881843 | -17.4579946260784 | 96.120169837894 | 8.6378247881843 |
16 | 57.4 | 58.2250786431168 | -39.2178694160115 | 95.7927907728947 | 0.825078643116825 |
17 | 56.2 | 57.7123356087528 | -40.7777473166481 | 95.4654117078953 | 1.51233560875281 |
18 | 61.6 | 62.2891918988192 | -34.7552436604617 | 95.6660517616425 | 0.689191898819246 |
19 | 77.7 | 78.826045757834 | -19.2927375732237 | 95.8666918153897 | 1.12604575783402 |
20 | 177.2 | 169.446301747438 | 88.9194803631598 | 96.0342178894019 | -7.75369825256168 |
21 | 97.6 | 92.9665368509106 | 6.03171918567537 | 96.201743963414 | -4.63346314908944 |
22 | 81.6 | 83.0604376484498 | -16.1448987196711 | 96.2844610712213 | 1.46043764844981 |
23 | 96.8 | 97.2943408247588 | -0.0615190037872699 | 96.3671781790285 | 0.494340824758808 |
24 | 191.3 | 189.244090769862 | 96.752914799708 | 96.6029944304299 | -2.05590923013784 |
25 | 106 | 114.525925125974 | 0.635264192194359 | 96.8388106818313 | 8.52592512597435 |
26 | 75.1 | 77.6760869372284 | -24.6313681838695 | 97.155281246641 | 2.57608693722840 |
27 | 72 | 63.9862428146275 | -17.4579946260784 | 97.4717518114509 | -8.01375718537248 |
28 | 63.5 | 68.4485551138434 | -39.2178694160115 | 97.7693143021682 | 4.94855511384336 |
29 | 57.4 | 57.5108705237627 | -40.7777473166481 | 98.0668767928854 | 0.110870523762685 |
30 | 62.3 | 61.0085139968748 | -34.7552436604617 | 98.346729663587 | -1.29148600312524 |
31 | 79.4 | 79.4661550389352 | -19.2927375732237 | 98.6265825342885 | 0.0661550389351788 |
32 | 178.1 | 168.348234163148 | 88.9194803631598 | 98.9322854736918 | -9.75176583685163 |
33 | 109.3 | 113.330292401229 | 6.03171918567537 | 99.2379884130952 | 4.03029240122947 |
34 | 85.2 | 87.0358382818304 | -16.1448987196711 | 99.5090604378407 | 1.83583828183038 |
35 | 102.7 | 105.681386541201 | -0.0615190037872699 | 99.7801324625863 | 2.98138654120102 |
36 | 193.7 | 190.812452911922 | 96.752914799708 | 99.8346322883704 | -2.88754708807838 |
37 | 108.4 | 116.275603693651 | 0.635264192194359 | 99.8891321141545 | 7.87560369365114 |
38 | 73.4 | 71.7463179541934 | -24.6313681838695 | 99.685050229676 | -1.65368204580659 |
39 | 85.9 | 89.7770262808807 | -17.4579946260784 | 99.4809683451977 | 3.87702628088073 |
40 | 58.5 | 57.1277199111168 | -39.2178694160115 | 99.0901495048947 | -1.37228008888322 |
41 | 58.6 | 59.2784166520563 | -40.7777473166481 | 98.6993306645918 | 0.678416652056342 |
42 | 62.7 | 61.8529933859437 | -34.7552436604617 | 98.3022502745181 | -0.84700661405634 |
43 | 77.5 | 76.3875676887793 | -19.2927375732237 | 97.9051698844444 | -1.1124323112207 |
44 | 180.5 | 174.553687793783 | 88.9194803631598 | 97.5268318430577 | -5.94631220621751 |
45 | 102.2 | 101.219787012654 | 6.03171918567537 | 97.148493801671 | -0.98021298734642 |
46 | 82.6 | 84.423596417403 | -16.1448987196711 | 96.9213023022682 | 1.82359641740291 |
47 | 97.8 | 98.967408200922 | -0.0615190037872699 | 96.6941108028653 | 1.16740820092200 |
48 | 197.8 | 202.154777307055 | 96.752914799708 | 96.6923078932369 | 4.35477730705514 |
49 | 93.8 | 90.2742308241971 | 0.635264192194359 | 96.6905049836085 | -3.52576917580285 |
50 | 72.4 | 72.6116600459814 | -24.6313681838695 | 96.8197081378881 | 0.211660045981361 |
51 | 77.7 | 75.9090833339106 | -17.4579946260784 | 96.9489112921678 | -1.79091666608942 |
52 | 58.7 | 59.4722157583038 | -39.2178694160115 | 97.1456536577077 | 0.772215758303844 |
53 | 53.1 | 49.6353512934005 | -40.7777473166481 | 97.3423960232476 | -3.46464870659946 |
54 | 64.3 | 65.7196018836136 | -34.7552436604617 | 97.6356417768481 | 1.41960188361362 |
55 | 76.4 | 74.163850042775 | -19.2927375732237 | 97.9288875304486 | -2.23614995722494 |
56 | 188.4 | 189.62658350866 | 88.9194803631598 | 98.2539361281801 | 1.22658350866008 |
57 | 105.5 | 106.389296088413 | 6.03171918567537 | 98.5789847259116 | 0.88929608841299 |
58 | 79.8 | 76.815214093752 | -16.1448987196711 | 98.9296846259192 | -2.98478590624809 |
59 | 96.1 | 92.9811344778606 | -0.0615190037872699 | 99.2803845259267 | -3.11886552213943 |
60 | 202.5 | 208.593887671421 | 96.752914799708 | 99.6531975288714 | 6.09388767142065 |