Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 561 | 0 | 57 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 9.3 | 7.27787551221526 | 0.0206500189642453 | 11.3014744688205 | -2.02212448778474 |
2 | 14.2 | 13.8229943766453 | 3.05375084093265 | 11.5232547824221 | -0.377005623354743 |
3 | 17.3 | 16.9881162911357 | 5.86684861284062 | 11.7450350960237 | -0.311883708864309 |
4 | 23 | 25.6391023899078 | 8.42280575612615 | 11.938091853966 | 2.63910238990784 |
5 | 16.3 | 13.9900833196333 | 6.4787680684584 | 12.1311486119083 | -2.30991668036671 |
6 | 18.4 | 20.1947915050885 | 4.30685145264669 | 12.2983570422648 | 1.79479150508853 |
7 | 14.2 | 15.4994976197142 | 0.434936907664548 | 12.4655654726212 | 1.29949761971421 |
8 | 9.1 | 8.84112869650511 | -3.24515996496951 | 12.6040312684644 | -0.258871303494887 |
9 | 5.9 | 6.29236914128705 | -7.2348662055946 | 12.7424970643076 | 0.392369141287048 |
10 | 7.2 | 9.24471900437253 | -7.52797701598902 | 12.6832580116165 | 2.04471900437253 |
11 | 6.8 | 7.37206906519959 | -6.396088024125 | 12.6240189589254 | 0.57206906519959 |
12 | 8 | 7.81805337693192 | -4.18052050067075 | 12.3624671237388 | -0.181946623068075 |
13 | 14.3 | 16.4784346924835 | 0.0206500189642453 | 12.1009152885522 | 2.17843469248351 |
14 | 14.6 | 14.3114031059102 | 3.05375084093265 | 11.8348460531572 | -0.28859689408981 |
15 | 17.5 | 17.5643745693973 | 5.86684861284062 | 11.5687768177621 | 0.0643745693973088 |
16 | 17.2 | 14.5745593233213 | 8.42280575612615 | 11.4026349205526 | -2.62544067667874 |
17 | 17.2 | 16.6847389081985 | 6.4787680684584 | 11.2364930233431 | -0.515261091801497 |
18 | 14.1 | 12.7594727321467 | 4.30685145264669 | 11.1336758152066 | -1.34052726785329 |
19 | 10.4 | 9.33420448526537 | 0.434936907664548 | 11.0308586070701 | -1.06579551473463 |
20 | 6.8 | 5.84079317473804 | -3.24515996496951 | 11.0043667902315 | -0.959206825261957 |
21 | 4.1 | 4.45699123220176 | -7.2348662055946 | 10.9778749733928 | 0.356991232201755 |
22 | 6.5 | 9.51763148669913 | -7.52797701598902 | 11.0103455292899 | 3.01763148669913 |
23 | 6.1 | 7.55327193893807 | -6.396088024125 | 11.0428160851869 | 1.45327193893807 |
24 | 6.3 | 5.74605472505955 | -4.18052050067075 | 11.0344657756112 | -0.55394527494045 |
25 | 9.3 | 7.55323451500028 | 0.0206500189642453 | 11.0261154660355 | -1.74676548499972 |
26 | 16.4 | 18.838333939098 | 3.05375084093265 | 10.9079152199694 | 2.43833393909797 |
27 | 16.1 | 15.5434364132561 | 5.86684861284062 | 10.7897149739033 | -0.556563586743907 |
28 | 18 | 16.9786196581408 | 8.42280575612615 | 10.598574585733 | -1.02138034185915 |
29 | 17.6 | 18.3137977339789 | 6.4787680684584 | 10.4074341975627 | 0.713797733978899 |
30 | 14 | 13.3642631472466 | 4.30685145264669 | 10.3288854001067 | -0.635736852753443 |
31 | 10.5 | 10.3147264896847 | 0.434936907664548 | 10.2503366026508 | -0.185273510315341 |
32 | 6.9 | 6.76913710495947 | -3.24515996496951 | 10.27602286001 | -0.130862895040531 |
33 | 2.8 | 2.53315708822532 | -7.2348662055946 | 10.3017091173693 | -0.266842911774685 |
34 | 0.7 | -1.46205745039481 | -7.52797701598902 | 10.3900344663838 | -2.16205745039481 |
35 | 3.6 | 3.11772820872663 | -6.396088024125 | 10.4783598153984 | -0.482271791273369 |
36 | 6.7 | 6.96228908572192 | -4.18052050067075 | 10.6182314149488 | 0.262289085721925 |
37 | 12.5 | 14.2212469665365 | 0.0206500189642453 | 10.7581030144993 | 1.72124696653647 |
38 | 14.4 | 14.8575247164862 | 3.05375084093265 | 10.8887244425812 | 0.457524716486168 |
39 | 16.5 | 16.1138055164963 | 5.86684861284062 | 11.0193458706631 | -0.386194483503695 |
40 | 18.7 | 17.9590283877051 | 8.42280575612615 | 11.0181658561687 | -0.740971612294889 |
41 | 19.4 | 21.3042460898672 | 6.4787680684584 | 11.0169858416744 | 1.90424608986721 |
42 | 15.8 | 16.3939873001345 | 4.30685145264669 | 10.8991612472188 | 0.593987300134513 |
43 | 11.3 | 11.3837264395723 | 0.434936907664548 | 10.7813366527632 | 0.0837264395722528 |
44 | 9.7 | 11.9919239800575 | -3.24515996496951 | 10.653235984912 | 2.29192398005752 |
45 | 2.9 | 2.50973088853383 | -7.2348662055946 | 10.5251353170608 | -0.39026911146617 |
46 | 0.1 | -2.72100995822563 | -7.52797701598902 | 10.4489869742146 | -2.82100995822563 |
47 | 2.5 | 1.02324939275649 | -6.396088024125 | 10.3728386313685 | -1.47675060724351 |
48 | 6.7 | 7.24593107457508 | -4.18052050067075 | 10.3345894260957 | 0.545931074575078 |
49 | 10.3 | 10.2830097602129 | 0.0206500189642453 | 10.2963402208228 | -0.0169902397870842 |
50 | 11.2 | 9.10086323633162 | 3.05375084093265 | 10.2453859227357 | -2.09913676366837 |
51 | 17.4 | 18.7387197625108 | 5.86684861284062 | 10.1944316246486 | 1.33871976251077 |
52 | 20.5 | 22.4136462725701 | 8.42280575612615 | 10.1635479713038 | 1.91364627257008 |
53 | 17 | 17.3885676135827 | 6.4787680684584 | 10.1326643179589 | 0.388567613582685 |
54 | 14.2 | 13.9760947874313 | 4.30685145264669 | 10.117053759922 | -0.223905212568681 |
55 | 10.6 | 10.6636198904504 | 0.434936907664548 | 10.1014432018851 | 0.0636198904503988 |
56 | 6.1 | 5.35565354904449 | -3.24515996496951 | 10.089506415925 | -0.744346450955506 |