Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 721 | 0 | 73 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 22 | 23.5446215786073 | -0.179958467120170 | 20.6353368885129 | 1.54462157860729 |
2 | 22 | 21.9781668554750 | 1.36098354473269 | 20.6608495997923 | -0.0218331445250257 |
3 | 20 | 18.9117121323421 | 0.401925556586096 | 20.6863623110718 | -1.08828786765789 |
4 | 21 | 21.5252315700014 | -0.247442376272705 | 20.7222108062713 | 0.525231570001392 |
5 | 20 | 19.4720841301929 | -0.230143431663769 | 20.7580593014708 | -0.527915869807067 |
6 | 21 | 20.3815719971259 | 0.818402728704188 | 20.8000252741699 | -0.6184280028741 |
7 | 21 | 21.1243944095011 | 0.0336143436299316 | 20.841991246869 | 0.124394409501079 |
8 | 21 | 20.5138199863396 | 0.593397091427692 | 20.8927829222327 | -0.486180013660423 |
9 | 19 | 17.569912282545 | -0.513486880141483 | 20.9435745975965 | -1.43008771745500 |
10 | 21 | 21.7233092515529 | -0.788486748344325 | 21.0651774967915 | 0.723309251552866 |
11 | 21 | 21.7100398173959 | -0.896820213382382 | 21.1867803959864 | 0.710039817395941 |
12 | 22 | 22.9889640682733 | -0.351984666885551 | 21.3630205986122 | 0.988964068273347 |
13 | 19 | 16.6406976658822 | -0.179958467120170 | 21.5392608012380 | -2.35930233411779 |
14 | 24 | 24.9156198857781 | 1.36098354473269 | 21.7233965694892 | 0.915619885778113 |
15 | 22 | 21.6905421056735 | 0.401925556586096 | 21.9075323377404 | -0.309457894326531 |
16 | 22 | 22.2178781052355 | -0.247442376272705 | 22.0295642710372 | 0.21787810523546 |
17 | 22 | 22.0785472273297 | -0.230143431663769 | 22.1515962043341 | 0.078547227329711 |
18 | 24 | 24.9584413175504 | 0.818402728704188 | 22.2231559537454 | 0.958441317550399 |
19 | 22 | 21.6716699532133 | 0.0336143436299316 | 22.2947157031568 | -0.328330046786693 |
20 | 23 | 23.0939472090566 | 0.593397091427692 | 22.3126556995157 | 0.0939472090566191 |
21 | 24 | 26.1828911842669 | -0.513486880141483 | 22.3305956958746 | 2.18289118426686 |
22 | 21 | 20.5507073513176 | -0.788486748344325 | 22.2377793970268 | -0.44929264868243 |
23 | 20 | 18.7518571152035 | -0.896820213382382 | 22.1449630981789 | -1.24814288479650 |
24 | 22 | 22.4024325377628 | -0.351984666885551 | 21.9495521291227 | 0.402432537762838 |
25 | 23 | 24.4258173070536 | -0.179958467120170 | 21.7541411600665 | 1.42581730705363 |
26 | 23 | 23.1727132367221 | 1.36098354473269 | 21.4663032185452 | 0.172713236722132 |
27 | 22 | 22.4196091663901 | 0.401925556586096 | 21.1784652770238 | 0.419609166390082 |
28 | 20 | 19.3773930358377 | -0.247442376272705 | 20.8700493404350 | -0.622606964162326 |
29 | 21 | 21.6685100278175 | -0.230143431663769 | 20.5616334038462 | 0.668510027817526 |
30 | 21 | 20.8692016340899 | 0.818402728704188 | 20.3123956372059 | -0.130798365910085 |
31 | 20 | 19.9032277858045 | 0.0336143436299316 | 20.0631578705655 | -0.0967722141954752 |
32 | 20 | 19.5151203959771 | 0.593397091427692 | 19.8914825125952 | -0.484879604022908 |
33 | 17 | 14.7936797255166 | -0.513486880141483 | 19.7198071546249 | -2.20632027448341 |
34 | 18 | 17.1274707810189 | -0.788486748344325 | 19.6610159673254 | -0.872529218981065 |
35 | 19 | 19.2945954333565 | -0.896820213382382 | 19.6022247800259 | 0.294595433356491 |
36 | 19 | 18.7361712189736 | -0.351984666885551 | 19.615813447912 | -0.263828781026426 |
37 | 20 | 20.5505563513221 | -0.179958467120170 | 19.6294021157981 | 0.550556351322108 |
38 | 21 | 21.0359878154875 | 1.36098354473269 | 19.6030286397798 | 0.0359878154874949 |
39 | 20 | 20.0214192796523 | 0.401925556586096 | 19.5766551637616 | 0.0214192796523349 |
40 | 21 | 22.7642852271299 | -0.247442376272705 | 19.4831571491428 | 1.76428522712986 |
41 | 19 | 18.8404842971397 | -0.230143431663769 | 19.3896591345241 | -0.159515702860340 |
42 | 22 | 23.918427746147 | 0.818402728704188 | 19.2631695251488 | 1.91842774614699 |
43 | 20 | 20.8297057405965 | 0.0336143436299316 | 19.1366799157735 | 0.829705740596545 |
44 | 18 | 16.3753075517735 | 0.593397091427692 | 19.0312953567988 | -1.62469244822650 |
45 | 16 | 13.5875760823174 | -0.513486880141483 | 18.9259107978241 | -2.41242391768261 |
46 | 17 | 15.9578630157803 | -0.788486748344325 | 18.8306237325640 | -1.04213698421970 |
47 | 18 | 18.1614835460784 | -0.896820213382382 | 18.7353366673040 | 0.161483546078419 |
48 | 19 | 19.64484520053 | -0.351984666885551 | 18.7071394663555 | 0.64484520053 |
49 | 18 | 17.5010162017130 | -0.179958467120170 | 18.6789422654071 | -0.498983798286968 |
50 | 20 | 19.8620327393917 | 1.36098354473269 | 18.7769837158756 | -0.137967260608271 |
51 | 21 | 22.7230492770699 | 0.401925556586096 | 18.8750251663440 | 1.72304927706988 |
52 | 18 | 17.2909418732722 | -0.247442376272705 | 18.9565005030005 | -0.709058126727808 |
53 | 19 | 19.1921675920068 | -0.230143431663769 | 19.037975839657 | 0.192167592006772 |
54 | 19 | 18.2509292655982 | 0.818402728704188 | 18.9306680056976 | -0.74907073440178 |
55 | 19 | 19.1430254846319 | 0.0336143436299316 | 18.8233601717382 | 0.143025484631885 |
56 | 21 | 22.8374651723261 | 0.593397091427692 | 18.5691377362462 | 1.83746517232615 |
57 | 19 | 20.1985715793873 | -0.513486880141483 | 18.3149153007541 | 1.19857157938734 |
58 | 19 | 20.7907006580338 | -0.788486748344325 | 17.9977860903105 | 1.79070065803379 |
59 | 17 | 17.2161633335155 | -0.896820213382382 | 17.6806568798669 | 0.216163333515460 |
60 | 16 | 14.9862901848083 | -0.351984666885551 | 17.3656944820772 | -1.01370981519168 |
61 | 16 | 15.1292263828326 | -0.179958467120170 | 17.0507320842875 | -0.870773617167373 |
62 | 17 | 15.8179062919799 | 1.36098354473269 | 16.8211101632874 | -1.18209370802010 |
63 | 16 | 15.0065862011266 | 0.401925556586096 | 16.5914882422873 | -0.993413798873386 |
64 | 15 | 13.6364644627282 | -0.247442376272705 | 16.6109779135445 | -1.36353553727175 |
65 | 16 | 15.5996758468621 | -0.230143431663769 | 16.6304675848016 | -0.400324153137852 |
66 | 16 | 14.5435722057910 | 0.818402728704188 | 16.6380250655048 | -1.45642779420898 |
67 | 16 | 15.3208031101621 | 0.0336143436299316 | 16.6455825462080 | -0.67919688983789 |
68 | 18 | 18.7247838069152 | 0.593397091427692 | 16.6818191016571 | 0.72478380691522 |
69 | 19 | 21.7954312230353 | -0.513486880141483 | 16.7180556571062 | 2.79543122303526 |
70 | 16 | 16.0019013722465 | -0.788486748344325 | 16.7865853760978 | 0.00190137224649334 |
71 | 16 | 16.0417051182929 | -0.896820213382382 | 16.8551150950894 | 0.041705118292942 |
72 | 16 | 15.4128994880585 | -0.351984666885551 | 16.939085178827 | -0.587100511941454 |