Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 12849 | NA | NA | 1549.87 | NA |
2 | 11380 | NA | NA | 312.324 | NA |
3 | 12079 | NA | NA | 971.199 | NA |
4 | 11366 | NA | NA | 13.6743 | NA |
5 | 11328 | NA | NA | -228.501 | NA |
6 | 10444 | NA | NA | -801.834 | NA |
7 | 10854 | 10867.1 | 11324.8 | -457.684 | -13.066 |
8 | 10434 | 10532.2 | 11401.3 | -869.101 | -98.191 |
9 | 10137 | 10445.4 | 11392.2 | -946.792 | -308.416 |
10 | 10992 | 11186 | 11351.5 | -165.459 | -194.041 |
11 | 10906 | 10995.3 | 11305.6 | -310.234 | -89.3493 |
12 | 12367 | 12202.8 | 11270.2 | 932.541 | 164.209 |
13 | 14371 | 12800.5 | 11250.6 | 1549.87 | 1570.51 |
14 | 11695 | 11543.1 | 11230.8 | 312.324 | 151.884 |
15 | 11546 | 12198.7 | 11227.5 | 971.199 | -652.699 |
16 | 10922 | 11253.7 | 11240 | 13.6743 | -331.674 |
17 | 10670 | 11011.4 | 11239.9 | -228.501 | -341.374 |
18 | 10254 | 10407.3 | 11209.2 | -801.834 | -153.333 |
19 | 10573 | 10650.1 | 11107.8 | -457.684 | -77.066 |
20 | 10239 | 10152.8 | 11021.9 | -869.101 | 86.184 |
21 | 10253 | 10087.7 | 11034.5 | -946.792 | 165.251 |
22 | 11176 | 10891.3 | 11056.8 | -165.459 | 284.709 |
23 | 10719 | 10774 | 11084.2 | -310.234 | -55.016 |
24 | 11817 | 12058.8 | 11126.3 | 932.541 | -241.833 |
25 | 12487 | 12716.6 | 11166.7 | 1549.87 | -229.616 |
26 | 11519 | 11510.4 | 11198.1 | 312.324 | 8.59236 |
27 | 12025 | 12193.1 | 11221.9 | 971.199 | -168.074 |
28 | 10976 | 11262.1 | 11248.4 | 13.6743 | -286.091 |
29 | 11276 | 11039.9 | 11268.4 | -228.501 | 236.126 |
30 | 10657 | 10506.2 | 11308 | -801.834 | 150.792 |
31 | 11141 | 10868.5 | 11326.2 | -457.684 | 272.476 |
32 | 10423 | 10408.7 | 11277.8 | -869.101 | 14.309 |
33 | 10640 | 10295.3 | 11242.1 | -946.792 | 344.667 |
34 | 11426 | 11092.5 | 11258 | -165.459 | 333.459 |
35 | 10948 | 10963.5 | 11273.8 | -310.234 | -15.516 |
36 | 12540 | 12205.1 | 11272.5 | 932.541 | 334.917 |
37 | 12200 | 12814.4 | 11264.6 | 1549.87 | -614.449 |
38 | 10644 | 11581.8 | 11269.5 | 312.324 | -937.783 |
39 | 12044 | 12251.4 | 11280.2 | 971.199 | -207.408 |
40 | 11338 | 11287.8 | 11274.1 | 13.6743 | 50.2007 |
41 | 11292 | 11061.7 | 11290.2 | -228.501 | 230.292 |
42 | 10612 | 10510.1 | 11312 | -801.834 | 101.876 |
43 | 10995 | 10866.1 | 11323.8 | -457.684 | 128.851 |
44 | 10686 | 10544.6 | 11413.7 | -869.101 | 141.392 |
45 | 10635 | 10576.2 | 11523 | -946.792 | 58.834 |
46 | 11285 | 11411.4 | 11576.8 | -165.459 | -126.374 |
47 | 11475 | 11301.9 | 11612.2 | -310.234 | 173.067 |
48 | 12535 | 12576.4 | 11643.8 | 932.541 | -41.3743 |
49 | 12490 | 13214.9 | 11665.1 | 1549.87 | -724.949 |
50 | 12511 | 11986.9 | 11674.6 | 312.324 | 524.051 |
51 | 12799 | 12655.7 | 11684.5 | 971.199 | 143.259 |
52 | 11876 | 11710.5 | 11696.8 | 13.6743 | 165.534 |
53 | 11602 | 11485.5 | 11714 | -228.501 | 116.501 |
54 | 11062 | 10926.3 | 11728.1 | -801.834 | 135.709 |
55 | 11055 | 11319.5 | 11777.2 | -457.684 | -264.483 |
56 | 10855 | 10952 | 11821.1 | -869.101 | -96.9826 |
57 | 10704 | 10917.6 | 11864.4 | -946.792 | -213.624 |
58 | 11510 | 11761 | 11926.5 | -165.459 | -251.041 |
59 | 11663 | 11629.5 | 11939.7 | -310.234 | 33.5257 |
60 | 12686 | 12855.2 | 11922.7 | 932.541 | -169.208 |
61 | 13516 | 13470.8 | 11920.9 | 1549.87 | 45.2174 |
62 | 12539 | 12239 | 11926.7 | 312.324 | 299.967 |
63 | 13811 | 12879.4 | 11908.2 | 971.199 | 931.634 |
64 | 12354 | 11905.3 | 11891.6 | 13.6743 | 448.742 |
65 | 11441 | 11635.8 | 11864.3 | -228.501 | -194.833 |
66 | 10814 | 11002.3 | 11804.2 | -801.834 | -188.333 |
67 | 11261 | NA | NA | -457.684 | NA |
68 | 10788 | NA | NA | -869.101 | NA |
69 | 10326 | NA | NA | -946.792 | NA |
70 | 11490 | NA | NA | -165.459 | NA |
71 | 11029 | NA | NA | -310.234 | NA |
72 | 11876 | NA | NA | 932.541 | NA |