Seasonal Decomposition by Loess - Parameters
ComponentWindowDegreeJump
Seasonal12310124
Trend1912
Low-pass1312


Seasonal Decomposition by Loess - Time Series Components
tObservedFittedSeasonalTrendRemainder
1101.5103.844003052029-3.36305594607018102.5190528940422.34400305202851
2100.7102.613731370649-3.22353761600566102.0098062453571.91373137064872
3110.6112.5380047370027.16143566632576101.5005595966721.938004737002
496.893.381911171414-0.836815305776498101.054904134363-3.41808882858602
5100101.211637909913-1.82088658196619100.6092486720531.21163790991339
6104.8103.1611071805096.22657176721205100.212321052278-1.63889281949054
786.882.9305783055471-9.145971738051399.8153934325042-3.86942169445287
89292.9738906891238-8.4223967966955399.44850610757170.97389068912382
9100.294.86720194569666.4511792716641599.0816187826392-5.33279805430338
10106.6106.2690230038447.9104470856031299.0205299105526-0.330976996155712
11102.1103.6608422075511.5797167539832398.9594410384661.56084220755082
1293.790.7000776072938-2.5166866208683699.2166090135746-2.99992239270624
1397.699.0892789573869-3.3630559460701899.47377698868331.48927895738687
1496.997.2364384019576-3.2235376160056699.7870992140480.336438401957608
15105.6103.9381428942617.16143566632576100.100421439413-1.66185710573856
16102.8106.044442821558-0.836815305776498100.3923724842193.24444282155766
17101.7104.536563052941-1.82088658196619100.6843235290252.83656305294132
18104.2101.2748263415416.22657176721205100.898601891247-2.9251736584588
1992.793.4330914845827-9.1459717380513101.1128802534690.733091484582658
2091.991.01047977438-8.42239679669553101.211917022316-0.88952022562006
21106.5105.2378669371736.45117927166415101.310953791163-1.26213306282668
22112.3115.3737006180337.91044708560312101.3158522963643.07370061803303
23102.8102.6995324444521.57971675398323101.320750801565-0.10046755554842
2496.594.2125742204952-2.51668662086836101.304112400373-2.28742577950484
25101104.075581946889-3.36305594607018101.2874739991813.07558194688895
2698.999.738785930955-3.22353761600566101.2847516850510.838785930955083
27105.1101.7565349627547.16143566632576101.28202937092-3.34346503724569
28103105.553150237059-0.836815305776498101.2836650687182.55315023705897
299998.535585815451-1.82088658196619101.285300766515-0.464414184548929
30104.3101.0268247907256.22657176721205101.346603442063-3.2731752092746
3194.696.9380656204413-9.1459717380513101.407906117612.33806562044133
3290.487.6469047357679-8.42239679669553101.575492060928-2.75309526423214
33108.9109.6057427240916.45117927166415101.7430780042450.705742724090499
34111.4112.8692813274497.91044708560312102.0202715869481.46928132744907
35100.897.72281807636651.57971675398323102.29746516965-3.07718192363353
36102.5104.866381763956-2.51668662086836102.6503048569132.36638176395556
3798.296.7599114018948-3.36305594607018103.003144544175-1.44008859810516
3898.797.202089143207-3.22353761600566103.421448472799-1.49791085679311
39113.3115.5988119322527.16143566632576103.8397524014222.29881193225204
40104.6105.791858802807-0.836815305776498104.2449565029691.19185880280705
4199.395.7707259774495-1.82088658196619104.650160604517-3.52927402255048
42111.8112.4162217597986.22657176721205104.957206472990.616221759797511
4397.398.481719396587-9.1459717380513105.2642523414641.18171939658711
4497.798.4968636359493-8.42239679669553105.3255331607460.796863635949322
45115.6119.3620067483086.45117927166415105.3868139800283.76200674830761
46111.9110.6182162265897.91044708560312105.271336687808-1.28178377341062
47107107.264423850431.57971675398323105.1558593955870.264423850429978
48107.1111.7399070658-2.51668662086836104.9767795550694.63990706579963
49100.699.7653562315195-3.36305594607018104.797699714551-0.834643768480504
5099.297.0418230435992-3.22353761600566104.581714572406-2.15817695640081
51108.4105.2728349034127.16143566632576104.365729430262-3.12716509658803
52103102.515986687714-0.836815305776498104.320828618062-0.484013312285583
5399.897.1449587761043-1.82088658196619104.275927805862-2.65504122389569
54115119.2058838715176.22657176721205104.5675443612714.20588387151703
5590.885.8868108213713-9.1459717380513104.85916091668-4.91318917862866
5695.994.8309473163556-8.42239679669553105.39144948034-1.06905268364443
57114.4116.4250826843366.45117927166415105.9237380442.02508268433589
58108.2101.9824305905357.91044708560312106.507122323862-6.21756940946491
59112.6116.5297766422931.57971675398323107.0905066037243.92977664229313
60109.1113.117067079578-2.51668662086836107.599619541294.01706707957814
61105105.254323467213-3.36305594607018108.1087324788570.254323467213339
62105104.687213341271-3.22353761600566108.536324274734-0.312786658728612
63118.5120.8746482630637.16143566632576108.9639160706122.37464826306254
64103.798.94171524087-0.836815305776498109.295100064907-4.75828475913004
65112.5117.194602522765-1.82088658196619109.6262840592014.69460252276482
66116.6117.0485965584026.22657176721205109.9248316743860.448596558402357
6796.692.1225924484815-9.1459717380513110.22337928957-4.47740755151851
68101.9101.652838846053-8.42239679669553110.569557950642-0.247161153946919
69116.5115.6330841166216.45117927166415110.915736611715-0.866915883379235
70119.3119.4379270128697.91044708560312111.2516259015280.137927012868715
71115.4117.6327680546761.57971675398323111.5875151913412.23276805467553
72108.5107.607752647242-2.51668662086836111.908933973626-0.89224735275792
73111.5114.132703190159-3.36305594607018112.2303527559112.63270319015885
74108.8108.345956902889-3.22353761600566112.477580713116-0.454043097110628
75121.8123.7137556633537.16143566632576112.7248086703211.91375566335302
76109.6107.192895465867-0.836815305776498112.84391983991-2.40710453413328
77112.2113.257855572468-1.82088658196619112.9630310094981.05785557246786
78119.6119.8689569202266.22657176721205113.1044713125620.268956920226444
79104.1104.100060122427-9.1459717380513113.2459116156256.01224266318923e-05
80105.3105.555672970987-8.42239679669553113.4667238257090.255672970987007
81115109.8612846925436.45117927166415113.687536035792-5.13871530745651
82124.1126.3753091184947.91044708560312113.9142437959032.27530911849357
83116.8117.8793316900021.57971675398323114.1409515560141.07933169000249
84107.5103.227042666355-2.51668662086836114.289643954513-4.2729573336448
85115.6120.124719593058-3.36305594607018114.4383363530124.52471959305809
86116.2121.172602021684-3.22353761600566114.4509355943214.97260202168434
87116.3110.9750294980447.16143566632576114.463534835631-5.32497050195634
88119124.782537577832-0.836815305776498114.0542777279445.78253757783204
89111.9111.975865961708-1.82088658196619113.6450206202580.075865961707862
90118.6118.3686570658716.22657176721205112.604771166917-0.231342934129245
91106.9111.381450024475-9.1459717380513111.5645217135764.48145002447527
92103.2104.793842386091-8.42239679669553110.0285544106051.59384238609073
93118.6122.2562336207026.45117927166415108.4925871076343.6562336207023
94118.7122.7105730283557.91044708560312106.7789798860424.01057302835459
95102.898.95491058156571.57971675398323105.065372664451-3.8450894184343
96100.6100.247556355072-2.51668662086836103.469130265796-0.352443644927931
9794.991.2901680789287-3.36305594607018101.872887867142-3.60983192107135
9894.591.5951931702332-3.22353761600566100.628344445772-2.90480682976677
99102.999.2547633092717.1614356663257699.3838010244033-3.64523669072908
10095.392.812062947814-0.83681530577649898.6247523579624-2.48793705218596
10192.588.9551828904446-1.8208865819661997.8657036915216-3.5448171095554
102102.7101.5986557350286.2265717672120597.5747724977601-1.10134426497216
10391.594.8621304340527-9.145971738051397.28384130399863.36213043405267
10489.589.966503675772-8.4223967966955397.45589312092350.466503675771975
105104.2104.3208757904876.4511792716641597.62794493784850.120875790487389
106105.2104.3309812975417.9104470856031298.1585716168558-0.869018702458916
1079997.73108495015361.5797167539832398.6891982958632-1.26891504984638
10895.594.131794696148-2.5166866208683699.3848919247204-1.36820530385204
10990.584.2824703924925-3.36305594607018100.080585553578-6.21752960750749
11096.194.566482467135-3.22353761600566100.857055148871-1.53351753286496
111113117.2050395895117.16143566632576101.6335247441644.20503958951068
112101.9102.12553924281-0.836815305776498102.5112760629670.225539242809788
113101.4101.231859200196-1.82088658196619103.38902738177-0.168140799803652
114113.6116.7632210625346.22657176721205104.2102071702543.16322106253395
11596.697.3145847793131-9.1459717380513105.0313869587380.714584779313142
11697.898.1419724255337-8.42239679669553105.8804243711620.341972425533683
117114.9116.619358944756.45117927166415106.7294617835861.71935894475033
118112.5109.5166756983367.91044708560312107.572877216061-2.98332430166414
119108.4106.803990597481.57971675398323108.416292648537-1.59600940251975
120107107.286069267529-2.51668662086836109.230617353340.286069267528688
121103.5100.318113887927-3.36305594607018110.044942058143-3.18188611207265
122107.5107.374960081745-3.22353761600566110.848577534261-0.12503991825524
123122.3125.7863513232957.16143566632576111.6522130103793.48635132329528