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 | 31514 | 33892.0545894772 | 7051.61200559996 | 22084.3334049229 | 2378.05458947716 |
2 | 27071 | 27271.1092251034 | 4596.07588295658 | 22274.8148919400 | 200.109225103370 |
3 | 29462 | 28213.7343029361 | 8244.96931810671 | 22465.2963789572 | -1248.26569706394 |
4 | 26105 | 24514.7402398474 | 5038.87445715061 | 22656.3853030020 | -1590.25976015262 |
5 | 22397 | 21246.7432437567 | 699.782529196516 | 22847.4742270468 | -1150.25675624333 |
6 | 23843 | 22739.1714363386 | 1915.09332855015 | 23031.7352351112 | -1103.82856366137 |
7 | 21705 | 23833.8864347545 | -3639.88267793008 | 23215.9962431756 | 2128.88643475445 |
8 | 18089 | 17879.0296113569 | -5119.85614876282 | 23418.8265374060 | -209.970388643131 |
9 | 20764 | 20903.0319316246 | -2996.68876326090 | 23621.6568316363 | 139.031931624613 |
10 | 25316 | 27104.7562712346 | -360.263846156822 | 23887.5075749222 | 1788.75627123464 |
11 | 17704 | 16187.7645891195 | -4933.12290732755 | 24153.3583182081 | -1516.23541088052 |
12 | 15548 | 17386.466335471 | -10496.5927880894 | 24206.1264526184 | 1838.46633547100 |
13 | 28029 | 24747.4934073714 | 7051.61200559996 | 24258.8945870287 | -3281.50659262862 |
14 | 29383 | 30024.3820359986 | 4596.07588295658 | 24145.5420810448 | 641.38203599861 |
15 | 36438 | 40598.8411068323 | 8244.96931810671 | 24032.1895750610 | 4160.84110683233 |
16 | 32034 | 35091.5938328954 | 5038.87445715061 | 23937.5317099540 | 3057.59383289536 |
17 | 22679 | 20815.3436259564 | 699.782529196516 | 23842.8738448471 | -1863.65637404363 |
18 | 24319 | 22985.6572874852 | 1915.09332855015 | 23737.2493839647 | -1333.34271251482 |
19 | 18004 | 16016.2577548479 | -3639.88267793008 | 23631.6249230822 | -1987.74224515213 |
20 | 17537 | 16797.4442660239 | -5119.85614876282 | 23396.4118827390 | -739.555733976144 |
21 | 20366 | 20567.4899208652 | -2996.68876326090 | 23161.1988423957 | 201.489920865180 |
22 | 22782 | 22996.5775136367 | -360.263846156822 | 22927.6863325201 | 214.577513636737 |
23 | 19169 | 20576.9490846831 | -4933.12290732755 | 22694.1738226444 | 1407.94908468311 |
24 | 13807 | 15452.1636354638 | -10496.5927880894 | 22658.4291526256 | 1645.16363546379 |
25 | 29743 | 29811.7035117933 | 7051.61200559996 | 22622.6844826067 | 68.7035117933301 |
26 | 25591 | 23982.0382929044 | 4596.07588295658 | 22603.8858241390 | -1608.96170709555 |
27 | 29096 | 27361.9435162221 | 8244.96931810671 | 22585.0871656712 | -1734.05648377794 |
28 | 26482 | 25430.1768703289 | 5038.87445715061 | 22494.9486725205 | -1051.82312967115 |
29 | 22405 | 21705.4072914336 | 699.782529196516 | 22404.8101793699 | -699.592708566368 |
30 | 27044 | 29771.1270053132 | 1915.09332855015 | 22401.7796661367 | 2727.12700531315 |
31 | 17970 | 17181.1335250265 | -3639.88267793008 | 22398.7491529035 | -788.866474973456 |
32 | 18730 | 19989.8262777164 | -5119.85614876282 | 22590.0298710464 | 1259.82627771639 |
33 | 19684 | 19583.3781740716 | -2996.68876326090 | 22781.3105891893 | -100.621825928429 |
34 | 19785 | 16943.1827675403 | -360.263846156822 | 22987.0810786165 | -2841.81723245971 |
35 | 18479 | 18698.2713392838 | -4933.12290732755 | 23192.8515680437 | 219.271339283823 |
36 | 10698 | 8636.25838791448 | -10496.5927880894 | 23256.3344001749 | -2061.74161208552 |
37 | 31956 | 33540.570762094 | 7051.61200559996 | 23319.8172323061 | 1584.57076209398 |
38 | 29506 | 31115.8991590608 | 4596.07588295658 | 23300.0249579826 | 1609.89915906081 |
39 | 34506 | 37486.7979982341 | 8244.96931810671 | 23280.2326836592 | 2980.79799823413 |
40 | 27165 | 26088.4127632126 | 5038.87445715061 | 23202.7127796368 | -1076.58723678744 |
41 | 26736 | 29647.0245951890 | 699.782529196516 | 23125.1928756145 | 2911.02459518897 |
42 | 23691 | 22507.8248058572 | 1915.09332855015 | 22959.0818655927 | -1183.17519414282 |
43 | 18157 | 17160.9118223593 | -3639.88267793008 | 22792.9708555708 | -996.088177640744 |
44 | 17328 | 17201.1533049517 | -5119.85614876282 | 22574.7028438111 | -126.846695048280 |
45 | 18205 | 17050.2539312095 | -2996.68876326090 | 22356.4348320514 | -1154.74606879049 |
46 | 20995 | 20114.5307747300 | -360.263846156822 | 22235.7330714268 | -880.46922526996 |
47 | 17382 | 17582.0915965254 | -4933.12290732755 | 22115.0313108022 | 200.091596525377 |
48 | 9367 | 7051.91086060371 | -10496.5927880894 | 22178.6819274857 | -2315.08913939629 |
49 | 31124 | 32954.0554502309 | 7051.61200559996 | 22242.3325441691 | 1830.05545023089 |
50 | 26551 | 26070.4116917448 | 4596.07588295658 | 22435.5124252987 | -480.588308255239 |
51 | 30651 | 30428.3383754651 | 8244.96931810671 | 22628.6923064282 | -222.661624534881 |
52 | 25859 | 23814.6827876858 | 5038.87445715061 | 22864.4427551636 | -2044.31721231417 |
53 | 25100 | 26400.0242669045 | 699.782529196516 | 23100.1932038990 | 1300.02426690453 |
54 | 25778 | 26321.1188311876 | 1915.09332855015 | 23319.7878402622 | 543.118831187599 |
55 | 20418 | 20936.5002013045 | -3639.88267793008 | 23539.3824766255 | 518.500201304541 |
56 | 18688 | 18778.6006166378 | -5119.85614876282 | 23717.255532125 | 90.6006166378138 |
57 | 20424 | 19949.5601756364 | -2996.68876326090 | 23895.1285876245 | -474.43982436358 |
58 | 24776 | 25853.8935171027 | -360.263846156822 | 24058.3703290541 | 1077.89351710275 |
59 | 19814 | 20339.5108368439 | -4933.12290732755 | 24221.6120704837 | 525.510836843885 |
60 | 12738 | 11667.8020744968 | -10496.5927880894 | 24304.7907135926 | -1070.19792550319 |
61 | 31566 | 31692.4186376986 | 7051.61200559996 | 24387.9693567014 | 126.418637698596 |
62 | 30111 | 31253.820821906 | 4596.07588295658 | 24372.1032951374 | 1142.82082190602 |
63 | 30019 | 27436.7934483199 | 8244.96931810671 | 24356.2372335734 | -2582.20655168008 |
64 | 31934 | 34617.2722857652 | 5038.87445715061 | 24211.8532570842 | 2683.27228576522 |
65 | 25826 | 26884.7481902085 | 699.782529196516 | 24067.469280595 | 1058.74819020849 |
66 | 26835 | 27979.9197480582 | 1915.09332855015 | 23774.9869233917 | 1144.91974805818 |
67 | 20205 | 20567.3781117417 | -3639.88267793008 | 23482.5045661883 | 362.378111741749 |
68 | 17789 | 17634.3384376205 | -5119.85614876282 | 23063.5177111423 | -154.661562379515 |
69 | 20520 | 21392.1579071646 | -2996.68876326090 | 22644.5308560963 | 872.157907164554 |
70 | 22518 | 23191.6709827781 | -360.263846156822 | 22204.5928633787 | 673.670982778083 |
71 | 15572 | 14312.4680366664 | -4933.12290732755 | 21764.6548706611 | -1259.53196333358 |
72 | 11509 | 12069.3315259217 | -10496.5927880894 | 21445.2612621677 | 560.331525921694 |
73 | 25447 | 22716.5203407258 | 7051.61200559996 | 21125.8676536742 | -2730.47965927418 |
74 | 24090 | 22561.4532054468 | 4596.07588295658 | 21022.4709115966 | -1528.54679455321 |
75 | 27786 | 26407.9565123743 | 8244.96931810671 | 20919.0741695190 | -1378.04348762575 |
76 | 26195 | 26173.8990161651 | 5038.87445715061 | 21177.2265266843 | -21.1009838349019 |
77 | 20516 | 18896.8385869539 | 699.782529196516 | 21435.3788838496 | -1619.16141304607 |
78 | 22759 | 21867.9109137767 | 1915.09332855015 | 21734.9957576732 | -891.08908622331 |
79 | 19028 | 19661.2700464333 | -3639.88267793008 | 22034.6126314968 | 633.270046433325 |
80 | 16971 | 16693.6809168466 | -5119.85614876282 | 22368.1752319163 | -277.319083153445 |
81 | 20036 | 20366.9509309251 | -2996.68876326090 | 22701.7378323358 | 330.950930925112 |
82 | 22485 | 22263.0283723961 | -360.263846156822 | 23067.2354737607 | -221.971627603878 |
83 | 18730 | 18960.3897921419 | -4933.12290732755 | 23432.7331151856 | 230.389792141941 |
84 | 14538 | 15752.8598954979 | -10496.5927880894 | 23819.7328925915 | 1214.85989549786 |