| Seasonal Decomposition by Loess - Parameters | |||
| Component | Window | Degree | Jump |
| Seasonal | 1311 | 0 | 132 |
| Trend | 19 | 1 | 2 |
| Low-pass | 13 | 1 | 2 |
| Seasonal Decomposition by Loess - Time Series Components | |||||
| t | Observed | Fitted | Seasonal | Trend | Remainder |
| 1 | 6 | 5.3203773933325 | 0.787033171394304 | 5.89258943527319 | -0.679622606667494 |
| 2 | 6 | 4.97159118934293 | 0.62721519021123 | 6.40119362044584 | -1.02840881065707 |
| 3 | 8 | 9.25916973161067 | -0.168967537229158 | 6.90979780561848 | 1.25916973161067 |
| 4 | 4 | 0.679209855869273 | -0.0585336279596937 | 7.37932377209042 | -3.32079014413073 |
| 5 | 8 | 8.462887837853 | -0.311737576415358 | 7.84884973856236 | 0.462887837852999 |
| 6 | 10 | 11.7323731233649 | -0.0118871955187904 | 8.2795140721539 | 1.73237312336490 |
| 7 | 9 | 9.6382210634115 | -0.348399469156933 | 8.71017840574543 | 0.638221063411505 |
| 8 | 12 | 14.9278488578223 | -0.0484221477745754 | 9.1205732899523 | 2.92784885782227 |
| 9 | 9 | 8.7629296466815 | -0.293897820840682 | 9.53096817415919 | -0.237070353318504 |
| 10 | 11 | 12.0754381192109 | 0.190998934148415 | 9.7335629466407 | 1.07543811921089 |
| 11 | 11 | 12.2061289506423 | -0.142286669764515 | 9.9361577191222 | 1.20612895064231 |
| 12 | 11 | 12.4612008872695 | -0.221114980894888 | 9.75991409362541 | 1.46120088726948 |
| 13 | 11 | 11.6292963604771 | 0.787033171394304 | 9.58367046812862 | 0.629296360477079 |
| 14 | 11 | 12.1812073724796 | 0.62721519021123 | 9.19157743730914 | 1.18120737247963 |
| 15 | 9 | 9.3694831307395 | -0.168967537229158 | 8.79948440648967 | 0.369483130739491 |
| 16 | 8 | 7.83818162519734 | -0.0585336279596937 | 8.22035200276235 | -0.161818374802660 |
| 17 | 6 | 4.67051797738032 | -0.311737576415358 | 7.64121959903504 | -1.32948202261968 |
| 18 | 7 | 6.95367905017171 | -0.0118871955187904 | 7.05820814534708 | -0.0463209498282913 |
| 19 | 8 | 9.87320277749781 | -0.348399469156933 | 6.47519669165912 | 1.87320277749781 |
| 20 | 6 | 5.9123655193109 | -0.0484221477745754 | 6.13605662846367 | -0.0876344806890952 |
| 21 | 5 | 4.49698125557246 | -0.293897820840682 | 5.79691656526822 | -0.503018744427536 |
| 22 | 2 | -1.87266546519159 | 0.190998934148415 | 5.68166653104318 | -3.87266546519159 |
| 23 | 3 | 0.57587017294638 | -0.142286669764515 | 5.56641649681814 | -2.42412982705362 |
| 24 | 3 | 0.658578748793659 | -0.221114980894888 | 5.56253623210123 | -2.34142125120634 |
| 25 | 7 | 7.65431086122137 | 0.787033171394304 | 5.55865596738432 | 0.654310861221373 |
| 26 | 8 | 9.74191055895315 | 0.62721519021123 | 5.63087425083562 | 1.74191055895315 |
| 27 | 7 | 8.46587500294224 | -0.168967537229158 | 5.70309253428692 | 1.46587500294224 |
| 28 | 7 | 8.25809326485338 | -0.0585336279596937 | 5.80044036310632 | 1.25809326485338 |
| 29 | 6 | 6.41394938448964 | -0.311737576415358 | 5.89778819192572 | 0.41394938448964 |
| 30 | 6 | 6.21860969585519 | -0.0118871955187904 | 5.7932774996636 | 0.218609695855195 |
| 31 | 7 | 8.65963266175546 | -0.348399469156933 | 5.68876680740147 | 1.65963266175546 |
| 32 | 5 | 4.76250798747698 | -0.0484221477745754 | 5.2859141602976 | -0.237492012523020 |
| 33 | 5 | 5.41083630764696 | -0.293897820840682 | 4.88306151319372 | 0.410836307646964 |
| 34 | 5 | 5.36263290574962 | 0.190998934148415 | 4.44636816010196 | 0.362632905749623 |
| 35 | 4 | 4.13261186275431 | -0.142286669764515 | 4.00967480701020 | 0.132611862754310 |
| 36 | 4 | 4.55521203934419 | -0.221114980894888 | 3.66590294155070 | 0.555212039344192 |
| 37 | 4 | 3.89083575251451 | 0.787033171394304 | 3.32213107609119 | -0.109164247485491 |
| 38 | 1 | -1.70068752837947 | 0.62721519021123 | 3.07347233816824 | -2.70068752837947 |
| 39 | -1 | -4.65584606301614 | -0.168967537229158 | 2.82481360024529 | -3.65584606301614 |
| 40 | 3 | 3.30472629673109 | -0.0585336279596937 | 2.7538073312286 | 0.304726296731094 |
| 41 | 4 | 5.62893651420345 | -0.311737576415358 | 2.68280106221190 | 1.62893651420345 |
| 42 | 3 | 3.15283437420992 | -0.0118871955187904 | 2.85905282130887 | 0.152834374209924 |
| 43 | 2 | 1.31309488875110 | -0.348399469156933 | 3.03530458040583 | -0.686905111248896 |
| 44 | 1 | -1.32677038601085 | -0.0484221477745754 | 3.37519253378542 | -2.32677038601085 |
| 45 | 4 | 4.57881733367567 | -0.293897820840682 | 3.71508048716501 | 0.57881733367567 |
| 46 | 3 | 1.76660427501527 | 0.190998934148415 | 4.04239679083631 | -1.23339572498473 |
| 47 | 5 | 5.7725735752569 | -0.142286669764515 | 4.36971309450761 | 0.772573575256904 |
| 48 | 6 | 7.5778430607591 | -0.221114980894888 | 4.64327192013579 | 1.57784306075909 |
| 49 | 6 | 6.29613608284172 | 0.787033171394304 | 4.91683074576398 | 0.29613608284172 |
| 50 | 6 | 6.20964488956545 | 0.62721519021123 | 5.16313992022332 | 0.209644889565453 |
| 51 | 6 | 6.7595184425465 | -0.168967537229158 | 5.40944909468266 | 0.7595184425465 |
| 52 | 6 | 6.53387606775289 | -0.0585336279596937 | 5.5246575602068 | 0.533876067752887 |
| 53 | 5 | 4.6718715506844 | -0.311737576415358 | 5.63986602573096 | -0.328128449315598 |
| 54 | 6 | 6.37922525442707 | -0.0118871955187904 | 5.63266194109172 | 0.379225254427070 |
| 55 | 5 | 4.72294161270445 | -0.348399469156933 | 5.62545785645248 | -0.277058387295551 |
| 56 | 6 | 6.48949103082872 | -0.0484221477745754 | 5.55893111694586 | 0.48949103082872 |
| 57 | 5 | 4.80149344340145 | -0.293897820840682 | 5.49240437743923 | -0.198506556598545 |
| 58 | 7 | 8.47596959375359 | 0.190998934148415 | 5.333031472098 | 1.47596959375359 |
| 59 | 4 | 2.96862810300775 | -0.142286669764515 | 5.17365856675676 | -1.03137189699225 |
| 60 | 5 | 5.28743801725568 | -0.221114980894888 | 4.93367696363921 | 0.287438017255681 |
| 61 | 6 | 6.51927146808405 | 0.787033171394304 | 4.69369536052165 | 0.519271468084048 |
| 62 | 6 | 6.98165989322633 | 0.62721519021123 | 4.39112491656244 | 0.98165989322633 |
| 63 | 5 | 6.08041306462593 | -0.168967537229158 | 4.08855447260323 | 1.08041306462593 |
| 64 | 3 | 2.21441588640866 | -0.0585336279596937 | 3.84411774155104 | -0.785584113591345 |
| 65 | 2 | 0.712056565916512 | -0.311737576415358 | 3.59968101049885 | -1.28794343408349 |
| 66 | 3 | 2.50362652219531 | -0.0118871955187904 | 3.50826067332348 | -0.496373477804689 |
| 67 | 3 | 2.93155913300882 | -0.348399469156933 | 3.41684033614811 | -0.0684408669911809 |
| 68 | 2 | 0.58247061926342 | -0.0484221477745754 | 3.46595152851116 | -1.41752938073658 |
| 69 | 0 | -3.22116490003352 | -0.293897820840682 | 3.5150627208742 | -3.22116490003352 |
| 70 | 4 | 4.15128681600825 | 0.190998934148415 | 3.65771424984333 | 0.151286816008254 |
| 71 | 4 | 4.34192089095205 | -0.142286669764515 | 3.80036577881246 | 0.34192089095205 |
| 72 | 5 | 6.21733177139415 | -0.221114980894888 | 4.00378320950074 | 1.21733177139415 |
| 73 | 6 | 7.00576618841669 | 0.787033171394304 | 4.207200640189 | 1.00576618841669 |
| 74 | 6 | 6.97193017348004 | 0.62721519021123 | 4.40085463630873 | 0.971930173480045 |
| 75 | 5 | 5.57445890480071 | -0.168967537229158 | 4.59450863242845 | 0.574458904800712 |
| 76 | 5 | 5.33812989599521 | -0.0585336279596937 | 4.72040373196448 | 0.338129895995211 |
| 77 | 3 | 1.46543874491484 | -0.311737576415358 | 4.84629883150052 | -1.53456125508516 |
| 78 | 5 | 5.15080063825786 | -0.0118871955187904 | 4.86108655726093 | 0.150800638257863 |
| 79 | 5 | 5.4725251861356 | -0.348399469156933 | 4.87587428302134 | 0.472525186135597 |
| 80 | 5 | 5.19167169001523 | -0.0484221477745754 | 4.85675045775934 | 0.191671690015230 |
| 81 | 3 | 1.45627118834333 | -0.293897820840682 | 4.83762663249736 | -1.54372881165667 |
| 82 | 6 | 6.97526627956659 | 0.190998934148415 | 4.833734786285 | 0.975266279566588 |
| 83 | 6 | 7.31244372969188 | -0.142286669764515 | 4.82984294007264 | 1.31244372969188 |
| 84 | 4 | 3.43507239525282 | -0.221114980894888 | 4.78604258564206 | -0.564927604747177 |
| 85 | 6 | 6.4707245973942 | 0.787033171394304 | 4.74224223121149 | 0.470724597394206 |
| 86 | 5 | 4.78365153842848 | 0.62721519021123 | 4.5891332713603 | -0.216348461571524 |
| 87 | 4 | 3.73294322572006 | -0.168967537229158 | 4.4360243115091 | -0.267056774279941 |
| 88 | 5 | 5.92073912685493 | -0.0585336279596937 | 4.13779450110476 | 0.920739126854934 |
| 89 | 5 | 6.47217288571494 | -0.311737576415358 | 3.83956469070042 | 1.47217288571494 |
| 90 | 4 | 4.62261443137574 | -0.0118871955187904 | 3.38927276414305 | 0.622614431375742 |
| 91 | 3 | 3.40941863157126 | -0.348399469156933 | 2.93898083758568 | 0.409418631571257 |
| 92 | 2 | 1.63800961297636 | -0.0484221477745754 | 2.41041253479822 | -0.361990387023642 |
| 93 | 3 | 4.41205358882992 | -0.293897820840682 | 1.88184423201076 | 1.41205358882992 |
| 94 | 2 | 2.51837830345609 | 0.190998934148415 | 1.29062276239550 | 0.518378303456086 |
| 95 | -1 | -2.55711462301572 | -0.142286669764515 | 0.699401292780238 | -1.55711462301572 |
| 96 | 0 | 0.139731634696662 | -0.221114980894888 | 0.0813833461982257 | 0.139731634696662 |
| 97 | -2 | -4.25039857101052 | 0.787033171394304 | -0.536634600383787 | -2.25039857101052 |
| 98 | 1 | 2.39033138549862 | 0.62721519021123 | -1.01754657570985 | 1.39033138549862 |
| 99 | -2 | -2.33257391173494 | -0.168967537229158 | -1.49845855103591 | -0.332573911734936 |
| 100 | -2 | -2.08503515215598 | -0.0585336279596937 | -1.85643121988432 | -0.0850351521559838 |
| 101 | -2 | -1.47385853485190 | -0.311737576415358 | -2.21440388873274 | 0.526141465148097 |
| 102 | -6 | -9.5282449279866 | -0.0118871955187904 | -2.45986787649461 | -3.5282449279866 |
| 103 | -4 | -4.94626866658659 | -0.348399469156933 | -2.70533186425648 | -0.946268666586587 |
| 104 | -2 | -1.10913900044847 | -0.0484221477745754 | -2.84243885177695 | 0.890860999551529 |
| 105 | 0 | 3.27344366013811 | -0.293897820840682 | -2.97954583929743 | 3.27344366013811 |
| 106 | -5 | -7.29448259656839 | 0.190998934148415 | -2.89651633758002 | -2.29448259656839 |
| 107 | -4 | -5.04422649437286 | -0.142286669764515 | -2.81348683586262 | -1.04422649437286 |
| 108 | -5 | -7.2206826225404 | -0.221114980894888 | -2.55820239656472 | -2.22068262254040 |
| 109 | -1 | -0.484115214127492 | 0.787033171394304 | -2.30291795726681 | 0.515884785872508 |
| 110 | -2 | -2.65579234788854 | 0.62721519021123 | -1.97142284232268 | -0.655792347888545 |
| 111 | -4 | -6.19110473539228 | -0.168967537229158 | -1.63992772737856 | -2.19110473539228 |
| 112 | -1 | -0.754141021805861 | -0.0585336279596937 | -1.18732535023445 | 0.245858978194139 |
| 113 | 1 | 3.04646054950569 | -0.311737576415358 | -0.734722973090333 | 2.04646054950569 |
| 114 | 1 | 2.28944779257329 | -0.0118871955187904 | -0.277560597054501 | 1.28944779257329 |
| 115 | -2 | -3.8312023098244 | -0.348399469156933 | 0.179601778981332 | -1.8312023098244 |
| 116 | 1 | 1.56937560537044 | -0.0484221477745754 | 0.47904654240414 | 0.569375605370436 |
| 117 | 1 | 1.51540651501373 | -0.293897820840682 | 0.778491305826948 | 0.515406515013735 |
| 118 | 3 | 4.87895549602602 | 0.190998934148415 | 0.930045569825564 | 1.87895549602602 |
| 119 | 3 | 5.06068683594033 | -0.142286669764515 | 1.08159983382418 | 2.06068683594033 |
| 120 | 1 | 1.11183656491032 | -0.221114980894888 | 1.10927841598457 | 0.111836564910319 |
| 121 | 1 | 0.0760098304607387 | 0.787033171394304 | 1.13695699814496 | -0.923990169539261 |
| 122 | 0 | -1.7603366331818 | 0.62721519021123 | 1.13312144297057 | -1.7603366331818 |
| 123 | 2 | 3.03968164943298 | -0.168967537229158 | 1.12928588779618 | 1.03968164943298 |
| 124 | 2 | 2.88683379696071 | -0.0585336279596937 | 1.17169983099898 | 0.886833796960713 |
| 125 | -1 | -2.90237619778642 | -0.311737576415358 | 1.21411377420178 | -1.90237619778642 |
| 126 | 1 | 0.752080378101334 | -0.0118871955187904 | 1.25980681741746 | -0.247919621898666 |
| 127 | 0 | -0.9571003914762 | -0.348399469156933 | 1.30549986063313 | -0.9571003914762 |
| 128 | 1 | 0.689055714269325 | -0.0484221477745754 | 1.35936643350525 | -0.310944285730675 |
| 129 | 1 | 0.880664814463312 | -0.293897820840682 | 1.41323300637737 | -0.119335185536688 |
| 130 | 3 | 4.32487694557783 | 0.190998934148415 | 1.48412412027375 | 1.32487694557783 |
| 131 | 2 | 2.58727143559438 | -0.142286669764515 | 1.55501523417013 | 0.58727143559438 |
