| Seasonal Decomposition by Loess - Parameters | |||
| Component | Window | Degree | Jump |
| Seasonal | 731 | 0 | 74 |
| Trend | 19 | 1 | 2 |
| Low-pass | 13 | 1 | 2 |
| Seasonal Decomposition by Loess - Time Series Components | |||||
| t | Observed | Fitted | Seasonal | Trend | Remainder |
| 1 | 19.785 | 16.9715942284012 | -0.880002643146374 | 23.4784084147452 | -2.81340577159879 |
| 2 | 18.479 | 18.1377105067707 | -4.60053014146229 | 23.4208196346916 | -0.341289493229294 |
| 3 | 10.698 | 8.85355960306507 | -10.8207904577031 | 23.363230854638 | -1.84444039693493 |
| 4 | 31.956 | 34.8011519562006 | 5.82544195485981 | 23.2854060889396 | 2.84515195620058 |
| 5 | 29.506 | 31.7252450174449 | 4.07917365931389 | 23.2075813232412 | 2.21924501744487 |
| 6 | 34.506 | 37.3933292760987 | 8.48294856750604 | 23.1357221563952 | 2.88732927609873 |
| 7 | 27.165 | 26.0850761268429 | 5.1810608836079 | 23.0638629895492 | -1.07992387315713 |
| 8 | 26.736 | 28.213706942265 | 2.26498323236851 | 22.9933098253665 | 1.47770694226499 |
| 9 | 23.691 | 22.2109993327532 | 2.248244006063 | 22.9227566611838 | -1.48000066724678 |
| 10 | 18.157 | 17.4848331934831 | -3.90726580936259 | 22.7364326158795 | -0.672166806516866 |
| 11 | 17.328 | 16.8055021878875 | -4.69961075846266 | 22.5501085705751 | -0.522497812112466 |
| 12 | 18.205 | 17.1964051286952 | -3.17365210296559 | 22.3872469742703 | -1.00859487130476 |
| 13 | 20.995 | 20.6456172651808 | -0.880002643146374 | 22.2243853779656 | -0.349382734819198 |
| 14 | 17.382 | 17.1562181597361 | -4.60053014146229 | 22.2083119817262 | -0.225781840263902 |
| 15 | 9.367 | 7.36255187221626 | -10.8207904577031 | 22.1922385854868 | -2.00444812778374 |
| 16 | 31.124 | 34.111406395401 | 5.82544195485981 | 22.3111516497392 | 2.98740639540096 |
| 17 | 26.551 | 26.5927616266944 | 4.07917365931389 | 22.4300647139917 | 0.0417616266944449 |
| 18 | 30.651 | 30.1839424019329 | 8.48294856750604 | 22.6351090305611 | -0.467057598067143 |
| 19 | 25.859 | 23.6967857692616 | 5.1810608836079 | 22.8401533471305 | -2.16221423073843 |
| 20 | 25.1 | 24.8779983646196 | 2.26498323236851 | 23.0570184030119 | -0.222001635380416 |
| 21 | 25.778 | 26.0338725350437 | 2.248244006063 | 23.2738834588933 | 0.2558725350437 |
| 22 | 20.418 | 21.2573648293421 | -3.90726580936259 | 23.4859009800205 | 0.839364829342063 |
| 23 | 18.688 | 18.3776922573149 | -4.69961075846266 | 23.6979185011477 | -0.310307742685087 |
| 24 | 20.424 | 20.1220621139016 | -3.17365210296559 | 23.899589989064 | -0.301937886098422 |
| 25 | 24.776 | 26.3307411661661 | -0.880002643146374 | 24.1012614769803 | 1.5547411661661 |
| 26 | 19.814 | 19.9844109795676 | -4.60053014146229 | 24.2441191618947 | 0.170410979567613 |
| 27 | 12.738 | 11.909813610894 | -10.8207904577031 | 24.3869768468091 | -0.828186389106012 |
| 28 | 31.566 | 32.906733711726 | 5.82544195485981 | 24.3998243334142 | 1.34073371172602 |
| 29 | 30.111 | 31.7301545206668 | 4.07917365931389 | 24.4126718200193 | 1.61915452066684 |
| 30 | 30.019 | 27.2378984075763 | 8.48294856750604 | 24.3171530249177 | -2.78110159242375 |
| 31 | 31.934 | 34.465304886576 | 5.1810608836079 | 24.2216342298161 | 2.53130488657597 |
| 32 | 25.826 | 25.3961538571139 | 2.26498323236851 | 23.9908629105175 | -0.429846142886056 |
| 33 | 26.835 | 27.661664402718 | 2.248244006063 | 23.760091591219 | 0.826664402718031 |
| 34 | 20.205 | 20.908198773764 | -3.90726580936259 | 23.4090670355986 | 0.703198773763958 |
| 35 | 17.789 | 17.2195682784844 | -4.69961075846266 | 23.0580424799783 | -0.569431721515617 |
| 36 | 20.52 | 21.5703393675809 | -3.17365210296559 | 22.6433127353847 | 1.05033936758092 |
| 37 | 22.518 | 23.6874196523553 | -0.880002643146374 | 22.2285829907911 | 1.16941965235532 |
| 38 | 15.572 | 13.9070294795783 | -4.60053014146229 | 21.837500661884 | -1.66497052042173 |
| 39 | 11.509 | 12.3923721247261 | -10.8207904577031 | 21.446418332977 | 0.883372124726094 |
| 40 | 25.447 | 23.85324561628 | 5.82544195485981 | 21.2153124288602 | -1.59375438372 |
| 41 | 24.09 | 23.1166198159427 | 4.07917365931389 | 20.9842065247434 | -0.973380184057316 |
| 42 | 27.786 | 26.1201056175519 | 8.48294856750604 | 20.9689458149421 | -1.6658943824481 |
| 43 | 26.195 | 26.2552540112514 | 5.1810608836079 | 20.9536851051407 | 0.060254011251395 |
| 44 | 20.516 | 17.6239622242561 | 2.26498323236851 | 21.1430545433754 | -2.89203777574389 |
| 45 | 22.759 | 21.9373320123269 | 2.248244006063 | 21.3324239816101 | -0.821667987673063 |
| 46 | 19.028 | 20.3295200028198 | -3.90726580936259 | 21.6337458065428 | 1.30152000281976 |
| 47 | 16.971 | 16.7065431269871 | -4.69961075846266 | 21.9350676314756 | -0.264456873012929 |
| 48 | 20.036 | 20.8963553069545 | -3.17365210296559 | 22.3492967960111 | 0.860355306954535 |
| 49 | 22.485 | 23.0864766825999 | -0.880002643146374 | 22.7635259605465 | 0.601476682599859 |
| 50 | 18.73 | 18.8397784677492 | -4.60053014146229 | 23.2207516737131 | 0.109778467749159 |
| 51 | 14.538 | 16.2188130708233 | -10.8207904577031 | 23.6779773868797 | 1.68081307082332 |
| 52 | 27.561 | 25.2632190127657 | 5.82544195485981 | 24.0333390323744 | -2.29778098723425 |
| 53 | 25.985 | 23.502125662817 | 4.07917365931389 | 24.3887006778691 | -2.48287433718304 |
| 54 | 34.67 | 36.2567039710473 | 8.48294856750604 | 24.6003474614466 | 1.58670397104733 |
| 55 | 32.066 | 34.138944871368 | 5.1810608836079 | 24.8119942450241 | 2.072944871368 |
| 56 | 27.186 | 27.1235397749272 | 2.26498323236851 | 24.9834769927043 | -0.0624602250727868 |
| 57 | 29.586 | 31.7687962535525 | 2.248244006063 | 25.1549597403845 | 2.18279625355254 |
| 58 | 21.359 | 21.3994089469399 | -3.90726580936259 | 25.2258568624227 | 0.0404089469398627 |
| 59 | 21.553 | 22.5088567740017 | -4.69961075846266 | 25.296753984461 | 0.955856774001671 |
| 60 | 19.573 | 17.1010516587888 | -3.17365210296559 | 25.2186004441768 | -2.47194834121121 |
| 61 | 24.256 | 24.2515557392538 | -0.880002643146374 | 25.1404469038926 | -0.00444426074624005 |
| 62 | 22.38 | 24.3809924989833 | -4.60053014146229 | 24.979537642479 | 2.00099249898331 |
| 63 | 16.167 | 18.3361620766377 | -10.8207904577031 | 24.8186283810653 | 2.16916207663772 |
| 64 | 27.297 | 24.0645707591719 | 5.82544195485981 | 24.7039872859683 | -3.23242924082809 |
| 65 | 28.287 | 27.9054801498149 | 4.07917365931389 | 24.5893461908712 | -0.381519850185125 |
| 66 | 33.474 | 33.9349142911919 | 8.48294856750604 | 24.530137141302 | 0.460914291191909 |
| 67 | 28.229 | 26.8060110246592 | 5.1810608836079 | 24.4709280917329 | -1.42298897534076 |
| 68 | 28.785 | 30.8908492515708 | 2.26498323236851 | 24.4141675160607 | 2.10584925157078 |
| 69 | 25.597 | 24.5883490535484 | 2.248244006063 | 24.3574069403886 | -1.00865094645157 |
| 70 | 18.13 | 15.8622095662208 | -3.90726580936259 | 24.3050562431418 | -2.2677904337792 |
| 71 | 20.198 | 20.8429052125677 | -4.69961075846266 | 24.252705545895 | 0.644905212567657 |
| 72 | 22.849 | 24.6606192706984 | -3.17365210296559 | 24.2110328322672 | 1.81161927069842 |
| 73 | 23.118 | 22.946642524507 | -0.880002643146374 | 24.1693601186393 | -0.171357475492957 |
