Seasonal Decomposition by Loess - Parameters | |||
Component | Window | Degree | Jump |
Seasonal | 491 | 0 | 50 |
Trend | 19 | 1 | 2 |
Low-pass | 13 | 1 | 2 |
Seasonal Decomposition by Loess - Time Series Components | |||||
t | Observed | Fitted | Seasonal | Trend | Remainder |
1 | 548604 | 540405.175168581 | -8479.35623599274 | 565282.181067412 | -8198.82483141904 |
2 | 563668 | 561780.592983302 | -350.596751246076 | 565906.003767944 | -1887.40701669769 |
3 | 586111 | 589391.581099249 | 16300.5924322754 | 566529.826468476 | 3280.58109924907 |
4 | 604378 | 606904.664151424 | 34774.4977981194 | 567076.838050457 | 2526.66415142361 |
5 | 600991 | 606301.745647016 | 28056.4047205452 | 567623.849632438 | 5310.74564701645 |
6 | 544686 | 546736.511180055 | -25471.2896134083 | 568106.778433353 | 2050.51118005486 |
7 | 537034 | 534966.285195172 | -29487.9924294406 | 568589.707234268 | -2067.71480482782 |
8 | 551531 | 547941.027065715 | -13825.0194635688 | 568945.992397854 | -3589.97293428483 |
9 | 563250 | 566250.523414435 | -9052.80097587383 | 569302.277561439 | 3000.52341443498 |
10 | 574761 | 579695.364101374 | 861.385670162411 | 568965.250228463 | 4934.36410137417 |
11 | 580112 | 585302.453584717 | 6293.32351979507 | 568628.222895488 | 5190.45358471689 |
12 | 575093 | 582173.634867109 | 380.849288509993 | 567631.515844381 | 7080.63486710924 |
13 | 557560 | 556964.547442719 | -8479.35623599274 | 566634.808793274 | -595.452557280776 |
14 | 564478 | 564428.097363433 | -350.596751246076 | 564878.499387813 | -49.902636566665 |
15 | 580523 | 581623.217585373 | 16300.5924322754 | 563122.189982352 | 1100.21758537274 |
16 | 596594 | 598438.595956986 | 34774.4977981194 | 559974.906244894 | 1844.5959569863 |
17 | 586570 | 588255.972772018 | 28056.4047205452 | 556827.622507437 | 1685.97277201817 |
18 | 536214 | 545449.983014616 | -25471.2896134083 | 552449.306598792 | 9235.98301461595 |
19 | 523597 | 528611.001739293 | -29487.9924294406 | 548070.990690148 | 5014.00173929264 |
20 | 536535 | 543934.98388828 | -13825.0194635688 | 542960.035575289 | 7399.98388828023 |
21 | 536322 | 543847.720515445 | -9052.80097587383 | 537849.080460429 | 7525.72051544464 |
22 | 532638 | 531965.050910947 | 861.385670162411 | 532449.56341889 | -672.949089052738 |
23 | 528222 | 523100.630102853 | 6293.32351979507 | 527050.046377352 | -5121.36989714659 |
24 | 516141 | 509870.371601631 | 380.849288509993 | 522030.779109859 | -6270.62839836924 |
25 | 501866 | 495199.844393626 | -8479.35623599274 | 517011.511842367 | -6666.15560637426 |
26 | 506174 | 499546.432784956 | -350.596751246076 | 513152.16396629 | -6627.56721504376 |
27 | 517945 | 510296.591477512 | 16300.5924322754 | 509292.816090213 | -7648.40852248808 |
28 | 533590 | 525175.515990357 | 34774.4977981194 | 507229.986211523 | -8414.4840096428 |
29 | 528379 | 523534.438946621 | 28056.4047205452 | 505167.156332834 | -4844.56105337938 |
30 | 477580 | 475581.981612692 | -25471.2896134083 | 505049.308000717 | -1998.0183873084 |
31 | 469357 | 463270.532760841 | -29487.9924294406 | 504931.459668599 | -6086.46723915852 |
32 | 490243 | 487930.015538967 | -13825.0194635688 | 506381.003924602 | -2312.9844610329 |
33 | 492622 | 486466.25279527 | -9052.80097587383 | 507830.548180604 | -6155.7472047304 |
34 | 507561 | 504113.894892413 | 861.385670162411 | 510146.719437425 | -3447.10510758712 |
35 | 516922 | 515087.78578596 | 6293.32351979507 | 512462.890694245 | -1834.21421404032 |
36 | 514258 | 512970.896911376 | 380.849288509993 | 515164.253800114 | -1287.10308862355 |
37 | 509846 | 510305.739330011 | -8479.35623599274 | 517865.616905982 | 459.739330010896 |
38 | 527070 | 533575.088263791 | -350.596751246076 | 520915.508487455 | 6505.08826379129 |
39 | 541657 | 543048.007498797 | 16300.5924322754 | 523965.400068928 | 1391.00749879691 |
40 | 564591 | 567018.067855473 | 34774.4977981194 | 527389.434346408 | 2427.06785547268 |
41 | 555362 | 551854.126655567 | 28056.4047205452 | 530813.468623888 | -3507.87334443314 |
42 | 498662 | 488102.897210842 | -25471.2896134083 | 534692.392402566 | -10559.1027891579 |
43 | 511038 | 512992.676248196 | -29487.9924294406 | 538571.316181244 | 1954.67624819628 |
44 | 525919 | 523166.76122008 | -13825.0194635688 | 542496.258243489 | -2752.23877992027 |
45 | 531673 | 525977.60067014 | -9052.80097587383 | 546421.200305734 | -5695.39932985988 |
46 | 548854 | 546454.825435802 | 861.385670162411 | 550391.788894036 | -2399.17456419836 |
47 | 560576 | 560496.298997867 | 6293.32351979507 | 554362.377482338 | -79.7010021333117 |
48 | 557274 | 555738.415481802 | 380.849288509993 | 558428.735229688 | -1535.58451819781 |
49 | 565742 | 577468.263258955 | -8479.35623599274 | 562495.092977037 | 11726.2632589553 |