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 | 20366 | 20310.7182265013 | -3160.06232189109 | 23581.3440953898 | -55.2817734987475 |
2 | 22782 | 22919.3072431086 | -774.93067742053 | 23419.6234343119 | 137.307243108586 |
3 | 19169 | 19889.2954207419 | -4809.19819397593 | 23257.9027732340 | 720.295420741888 |
4 | 13807 | 15748.1001516722 | -11251.0101368225 | 23116.9099851503 | 1941.10015167219 |
5 | 29743 | 29400.1001918492 | 7109.9826110842 | 22975.9171970666 | -342.899808150847 |
6 | 25591 | 23990.5055188459 | 4341.58064973423 | 22849.9138314199 | -1600.49448115409 |
7 | 29096 | 27855.7107492536 | 7612.37878497333 | 22723.9104657731 | -1240.28925074642 |
8 | 26482 | 25588.2132539114 | 4784.81481111817 | 22590.9719349704 | -893.786746088583 |
9 | 22405 | 20920.5133984882 | 1431.45319734403 | 22458.0334041677 | -1484.48660151178 |
10 | 27044 | 29058.5085201918 | 2621.48379083908 | 22408.0076889691 | 2014.50852019184 |
11 | 17970 | 16941.1013977475 | -3359.08337151792 | 22357.9819737704 | -1028.89860225249 |
12 | 18730 | 19445.3156580625 | -4547.4087114491 | 22562.0930533866 | 715.315658062533 |
13 | 19684 | 19761.8581888884 | -3160.06232189109 | 22766.2041330027 | 77.858188888371 |
14 | 19785 | 17351.0010142016 | -774.93067742053 | 22993.9296632189 | -2433.99898579836 |
15 | 18479 | 18545.5430005409 | -4809.19819397593 | 23221.6551934351 | 66.5430005408634 |
16 | 10698 | 9353.40375696946 | -11251.0101368225 | 23293.6063798531 | -1344.59624303054 |
17 | 31956 | 33436.4598226447 | 7109.9826110842 | 23365.5575662711 | 1480.45982264473 |
18 | 29506 | 31342.7024054356 | 4341.58064973423 | 23327.7169448301 | 1836.70240543563 |
19 | 34506 | 38109.7448916374 | 7612.37878497333 | 23289.8763233892 | 3603.74489163745 |
20 | 27165 | 26351.6278086329 | 4784.81481111817 | 23193.5573802489 | -813.37219136711 |
21 | 26736 | 28943.3083655473 | 1431.45319734403 | 23097.2384371087 | 2207.30836554730 |
22 | 23691 | 21835.7951548499 | 2621.48379083908 | 22924.7210543110 | -1855.20484515012 |
23 | 18157 | 16920.8797000045 | -3359.08337151792 | 22752.2036715134 | -1236.12029999548 |
24 | 17328 | 16656.6426895392 | -4547.4087114491 | 22546.7660219099 | -671.357310460804 |
25 | 18205 | 17228.7339495847 | -3160.06232189109 | 22341.3283723064 | -976.266050415314 |
26 | 20995 | 20522.3490206071 | -774.93067742053 | 22242.5816568134 | -472.650979392904 |
27 | 17382 | 17429.3632526555 | -4809.19819397593 | 22143.8349413205 | 47.3632526554757 |
28 | 9367 | 7769.0562190461 | -11251.0101368225 | 22215.9539177764 | -1597.9437809539 |
29 | 31124 | 32849.9444946834 | 7109.9826110842 | 22288.0728942324 | 1725.94449468339 |
30 | 26551 | 26297.2149182142 | 4341.58064973423 | 22463.2044320516 | -253.785081785798 |
31 | 30651 | 31051.2852451559 | 7612.37878497333 | 22638.3359698707 | 400.28524515593 |
32 | 25859 | 24077.8978245236 | 4784.81481111817 | 22855.2873643582 | -1781.10217547641 |
33 | 25100 | 25696.3080438102 | 1431.45319734403 | 23072.2387588458 | 596.308043810212 |
34 | 25778 | 25649.0891932686 | 2621.48379083908 | 23285.4270158923 | -128.910806731423 |
35 | 20418 | 20696.468098579 | -3359.08337151792 | 23498.6152729389 | 278.468098579 |
36 | 18688 | 18234.0900174134 | -4547.4087114491 | 23689.3186940357 | -453.909982586636 |
37 | 20424 | 20128.0402067585 | -3160.06232189109 | 23880.0221151325 | -295.959793241451 |
38 | 24776 | 26261.7117690936 | -774.93067742053 | 24065.2189083269 | 1485.71176909362 |
39 | 19814 | 20186.7824924547 | -4809.19819397593 | 24250.4157015213 | 372.782492454662 |
40 | 12738 | 12384.9474255085 | -11251.0101368225 | 24342.062711314 | -353.052574491470 |
41 | 31566 | 31588.3076678091 | 7109.9826110842 | 24433.7097211067 | 22.3076678090656 |
42 | 30111 | 31480.6240295679 | 4341.58064973423 | 24399.7953206979 | 1369.62402956789 |
43 | 30019 | 28059.7402947376 | 7612.37878497333 | 24365.8809202890 | -1959.25970526237 |
44 | 31934 | 34880.4873142936 | 4784.81481111817 | 24202.6978745882 | 2946.48731429361 |
45 | 25826 | 26181.0319737686 | 1431.45319734403 | 24039.5148288874 | 355.031973768560 |
46 | 26835 | 27307.8901235159 | 2621.48379083908 | 23740.626085645 | 472.890123515892 |
47 | 20205 | 20327.3460291153 | -3359.08337151792 | 23441.7373424026 | 122.346029115281 |
48 | 17789 | 17089.8278556267 | -4547.4087114491 | 23035.5808558224 | -699.172144373311 |
49 | 20520 | 21570.6379526489 | -3160.06232189109 | 22629.4243692422 | 1050.63795264891 |
50 | 22518 | 23599.4892436202 | -774.93067742053 | 22211.4414338003 | 1081.48924362024 |
51 | 15572 | 14159.7396956175 | -4809.19819397593 | 21793.4584983584 | -1412.26030438247 |
52 | 11509 | 12694.1366357147 | -11251.0101368225 | 21574.8735011078 | 1185.13663571471 |
53 | 25447 | 22427.7288850586 | 7109.9826110842 | 21356.2885038572 | -3019.27111494145 |
54 | 24090 | 22666.5503935865 | 4341.58064973423 | 21171.8689566793 | -1423.44960641351 |
55 | 27786 | 26972.1718055253 | 7612.37878497333 | 20987.4494095013 | -813.828194474656 |
56 | 26195 | 26789.2677051588 | 4784.81481111817 | 20815.917483723 | 594.267705158822 |
57 | 20516 | 18956.1612447113 | 1431.45319734403 | 20644.3855579447 | -1559.83875528874 |
58 | 22759 | 22398.1368456782 | 2621.48379083908 | 20498.3793634828 | -360.863154321836 |
59 | 19028 | 21062.7102024971 | -3359.08337151792 | 20352.3731690208 | 2034.71020249712 |
60 | 16971 | 18257.0035512726 | -4547.4087114491 | 20232.4051601765 | 1286.00355127260 |