Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 841 | 0 | 85 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 60178 | 64171.21084662 | 12543.8765794883 | 43640.9125738917 | 3993.21084662004 |
2 | 53200 | 53174.4253910821 | 9049.61170508436 | 44175.9629038335 | -25.5746089178865 |
3 | 59909 | 56955.2075276636 | 18151.7792385611 | 44711.0132337754 | -2953.79247233642 |
4 | 55970 | 54069.3942639588 | 12633.9747871455 | 45236.6309488957 | -1900.60573604122 |
5 | 47682 | 47067.2893197225 | 2534.46201626136 | 45762.2486640161 | -614.710680277472 |
6 | 50173 | 47255.2554811285 | 6826.02995017617 | 46264.7145686953 | -2917.74451887148 |
7 | 43090 | 45164.0807055767 | -5751.26117895123 | 46767.1804733745 | 2074.08070557673 |
8 | 36031 | 35900.1697531761 | -11124.8162097731 | 47286.6464565971 | -130.830246823934 |
9 | 42143 | 45129.6923090188 | -8649.80474883841 | 47806.1124398196 | 2986.69230901879 |
10 | 48478 | 51124.7593778742 | -2577.42627249006 | 48408.6668946159 | 2646.75937787417 |
11 | 36046 | 33721.2528794459 | -10640.474228858 | 49011.2213494122 | -2324.74712055412 |
12 | 31060 | 35815.0212944893 | -22995.951795738 | 49300.9305012487 | 4755.02129448932 |
13 | 54874 | 47613.4837674266 | 12543.8765794883 | 49590.6396530851 | -7260.51623257342 |
14 | 60051 | 61407.9236178532 | 9049.61170508436 | 49644.4646770624 | 1356.92361785319 |
15 | 71622 | 75393.9310603992 | 18151.7792385611 | 49698.2897010397 | 3771.93106039919 |
16 | 66526 | 70629.523088105 | 12633.9747871455 | 49788.5021247496 | 4103.52308810495 |
17 | 50140 | 47866.8234352793 | 2534.46201626136 | 49878.7145484594 | -2273.17656472074 |
18 | 55973 | 55104.9084203421 | 6826.02995017617 | 50015.0616294817 | -868.091579657863 |
19 | 40393 | 36385.8524684472 | -5751.26117895123 | 50151.408710504 | -4007.14753155276 |
20 | 38483 | 37981.5211330534 | -11124.8162097731 | 50109.2950767198 | -501.478866946636 |
21 | 42879 | 44340.6233059029 | -8649.80474883841 | 50067.1814429355 | 1461.62330590288 |
22 | 47875 | 48332.959325439 | -2577.42627249006 | 49994.4669470511 | 457.959325438962 |
23 | 40578 | 41874.7217776914 | -10640.474228858 | 49921.7524511667 | 1296.72177769138 |
24 | 31027 | 35008.6041476369 | -22995.951795738 | 50041.3476481011 | 3981.60414763691 |
25 | 62027 | 61349.1805754763 | 12543.8765794883 | 50160.9428450355 | -677.819424523739 |
26 | 56493 | 53659.6657440544 | 9049.61170508436 | 50276.7225508612 | -2833.33425594559 |
27 | 65566 | 62587.718504752 | 18151.7792385611 | 50392.502256687 | -2978.28149524807 |
28 | 62653 | 62249.4564083313 | 12633.9747871455 | 50422.5688045232 | -403.543591668727 |
29 | 53470 | 53952.9026313792 | 2534.46201626136 | 50452.6353523595 | 482.902631379155 |
30 | 59600 | 61708.241196259 | 6826.02995017617 | 50665.7288535649 | 2108.24119625897 |
31 | 42542 | 39956.438824181 | -5751.26117895123 | 50878.8223547702 | -2585.56117581899 |
32 | 42018 | 43755.0954683068 | -11124.8162097731 | 51405.7207414663 | 1737.0954683068 |
33 | 44038 | 44793.185620676 | -8649.80474883841 | 51932.6191281624 | 755.185620675977 |
34 | 44988 | 40211.3521146213 | -2577.42627249006 | 52342.0741578687 | -4776.64788537868 |
35 | 43309 | 44506.945041283 | -10640.474228858 | 52751.5291875751 | 1197.94504128299 |
36 | 26843 | 23830.8832284781 | -22995.951795738 | 52851.0685672599 | -3012.11677152193 |
37 | 69770 | 74045.515473567 | 12543.8765794883 | 52950.6079469448 | 4275.51547356698 |
38 | 64886 | 67806.8076811595 | 9049.61170508436 | 52915.5806137562 | 2920.80768115948 |
39 | 79354 | 87675.6674808714 | 18151.7792385611 | 52880.5532805676 | 8321.66748087136 |
40 | 63025 | 60673.6345175771 | 12633.9747871455 | 52742.3906952774 | -2351.36548242292 |
41 | 54003 | 52867.3098737513 | 2534.46201626136 | 52604.2281099873 | -1135.69012624866 |
42 | 55926 | 52673.7744446243 | 6826.02995017617 | 52352.1956051995 | -3252.22555537571 |
43 | 45629 | 44909.0980785394 | -5751.26117895123 | 52100.1631004118 | -719.90192146055 |
44 | 40361 | 39972.724498104 | -11124.8162097731 | 51874.0917116691 | -388.275501896016 |
45 | 43039 | 43079.7844259119 | -8649.80474883841 | 51648.0203229265 | 40.7844259119156 |
46 | 44570 | 39959.5415192846 | -2577.42627249006 | 51757.8847532055 | -4610.45848071545 |
47 | 43269 | 45310.7250453735 | -10640.474228858 | 51867.7491834845 | 2041.72504537353 |
48 | 25563 | 21783.3452614713 | -22995.951795738 | 52338.6065342667 | -3779.65473852873 |
49 | 68707 | 72060.6595354628 | 12543.8765794883 | 52809.4638850489 | 3353.65953546282 |
50 | 60223 | 58209.9684192032 | 9049.61170508436 | 53186.4198757124 | -2013.0315807968 |
51 | 74283 | 76850.844895063 | 18151.7792385611 | 53563.375866376 | 2567.84489506296 |
52 | 61232 | 56012.8875963747 | 12633.9747871455 | 53817.1376164798 | -5219.11240362525 |
53 | 61531 | 66456.6386171551 | 2534.46201626136 | 54070.8993665836 | 4925.63861715508 |
54 | 65305 | 69500.1150841283 | 6826.02995017617 | 54283.8549656956 | 4195.11508412826 |
55 | 51699 | 54652.4506141437 | -5751.26117895123 | 54496.8105648076 | 2953.45061414365 |
56 | 44599 | 45552.8338369694 | -11124.8162097731 | 54769.9823728038 | 953.83383696936 |
57 | 35221 | 24048.6505680385 | -8649.80474883841 | 55043.1541808 | -11172.3494319615 |
58 | 55066 | 57315.4407682337 | -2577.42627249006 | 55393.9855042564 | 2249.4407682337 |
59 | 45335 | 45565.6574011453 | -10640.474228858 | 55744.8168277128 | 230.657401145283 |
60 | 28702 | 24340.2355702283 | -22995.951795738 | 56059.7162255096 | -4361.76442977165 |
61 | 69517 | 70115.5077972052 | 12543.8765794883 | 56374.6156233065 | 598.507797205224 |
62 | 69240 | 72728.46624613 | 9049.61170508436 | 56701.9220487857 | 3488.46624612999 |
63 | 71525 | 67868.9922871741 | 18151.7792385611 | 57029.2284742648 | -3656.00771282586 |
64 | 77740 | 85721.2783653932 | 12633.9747871455 | 57124.7468474613 | 7981.27836539323 |
65 | 62107 | 64459.2727630809 | 2534.46201626136 | 57220.2652206578 | 2352.27276308086 |
66 | 65450 | 67321.2575468052 | 6826.02995017617 | 56752.7125030187 | 1871.25754680517 |
67 | 51493 | 52452.1013935717 | -5751.26117895123 | 56285.1597853795 | 959.101393571706 |
68 | 43067 | 41961.7926657524 | -11124.8162097731 | 55297.0235440207 | -1105.20733424762 |
69 | 49172 | 52684.9174461764 | -8649.80474883841 | 54308.887302662 | 3512.91744617644 |
70 | 54483 | 58428.8089670637 | -2577.42627249006 | 53114.6173054264 | 3945.80896706365 |
71 | 38158 | 35036.1269206672 | -10640.474228858 | 51920.3473081908 | -3121.87307933279 |
72 | 27898 | 27841.1365044749 | -22995.951795738 | 50950.815291263 | -56.8634955250527 |
73 | 58648 | 54770.8401461765 | 12543.8765794883 | 49981.2832743352 | -3877.15985382349 |
74 | 56000 | 53512.9655909716 | 9049.61170508436 | 49437.422703944 | -2487.0344090284 |
75 | 62381 | 57716.6586278861 | 18151.7792385611 | 48893.5621335529 | -4664.34137211392 |
76 | 59849 | 57948.8066507474 | 12633.9747871455 | 49115.2185621071 | -1900.19334925262 |
77 | 48345 | 44818.6629930772 | 2534.46201626136 | 49336.8749906614 | -3526.33700692276 |
78 | 55376 | 54293.3371865 | 6826.02995017617 | 49632.6328633239 | -1082.66281350004 |
79 | 45400 | 46622.8704429649 | -5751.26117895123 | 49928.3907359863 | 1222.87044296489 |
80 | 38389 | 37595.339093027 | -11124.8162097731 | 50307.4771167462 | -793.660906973033 |
81 | 44098 | 46159.2412513324 | -8649.80474883841 | 50686.563497506 | 2061.24125133242 |
82 | 48290 | 48012.5906242537 | -2577.42627249006 | 51144.8356482364 | -277.409375746342 |
83 | 41267 | 41571.3664298912 | -10640.474228858 | 51603.1077989668 | 304.366429891226 |
84 | 31238 | 33360.7682359183 | -22995.951795738 | 52111.1835598197 | 2122.76823591825 |