Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 41086 | NA | NA | 8179.45 | NA |
2 | 39690 | NA | NA | 5047.24 | NA |
3 | 43129 | NA | NA | 8069.2 | NA |
4 | 37863 | NA | NA | 5544.54 | NA |
5 | 35953 | NA | NA | 578.453 | NA |
6 | 29133 | NA | NA | 1266.34 | NA |
7 | 24693 | 26610.7 | 29668.3 | -3057.66 | -1917.67 |
8 | 22205 | 23213.1 | 29138.7 | -5925.65 | -1008.1 |
9 | 21725 | 24050 | 28311.8 | -4261.81 | -2325.02 |
10 | 27192 | 28287.5 | 27554.7 | 732.77 | -1095.48 |
11 | 21790 | 21855.5 | 26986.4 | -5130.89 | -65.5285 |
12 | 13253 | 15662.4 | 26704.4 | -11042 | -2409.4 |
13 | 37702 | 34898 | 26718.5 | 8179.45 | 2804 |
14 | 30364 | 31821.2 | 26774 | 5047.24 | -1457.2 |
15 | 32609 | 34801.1 | 26731.9 | 8069.2 | -2192.08 |
16 | 30212 | 32292.9 | 26748.3 | 5544.54 | -2080.87 |
17 | 29965 | 27412.3 | 26833.8 | 578.453 | 2552.71 |
18 | 28352 | 28148.3 | 26882 | 1266.34 | 203.663 |
19 | 25814 | 23818.5 | 26876.2 | -3057.66 | 1995.45 |
20 | 22414 | 21122.1 | 27047.8 | -5925.65 | 1291.9 |
21 | 20506 | 23093.7 | 27355.5 | -4261.81 | -2587.73 |
22 | 28806 | 28379.1 | 27646.3 | 732.77 | 426.938 |
23 | 22228 | 22577.4 | 27708.2 | -5130.89 | -349.362 |
24 | 13971 | 16355.4 | 27397.4 | -11042 | -2384.44 |
25 | 36845 | 35267.9 | 27088.4 | 8179.45 | 1577.13 |
26 | 35338 | 31798.3 | 26751 | 5047.24 | 3539.72 |
27 | 35022 | 34645.8 | 26576.6 | 8069.2 | 376.213 |
28 | 34777 | 31980.7 | 26436.2 | 5544.54 | 2796.25 |
29 | 26887 | 26637 | 26058.5 | 578.453 | 250.005 |
30 | 23970 | 27021.7 | 25755.4 | 1266.34 | -3051.71 |
31 | 22780 | 22373.2 | 25430.9 | -3057.66 | 406.788 |
32 | 17351 | 18938.6 | 24864.3 | -5925.65 | -1587.65 |
33 | 21382 | 20026.4 | 24288.2 | -4261.81 | 1355.65 |
34 | 24561 | 24427.9 | 23695.2 | 732.77 | 133.063 |
35 | 17409 | 18015.9 | 23146.8 | -5130.89 | -606.862 |
36 | 11514 | 11912.4 | 22954.4 | -11042 | -398.395 |
37 | 31514 | 31083.7 | 22904.3 | 8179.45 | 430.255 |
38 | 27071 | 27937.5 | 22890.2 | 5047.24 | -866.487 |
39 | 29462 | 30964.5 | 22895.2 | 8069.2 | -1502.45 |
40 | 26105 | 28445.5 | 22901 | 5544.54 | -2340.5 |
41 | 22397 | 23523.2 | 22944.7 | 578.453 | -1126.16 |
42 | 23843 | 24391.4 | 23125.1 | 1266.34 | -548.42 |
43 | 21705 | 20090.3 | 23148 | -3057.66 | 1614.7 |
44 | 18089 | 17173.4 | 23099.1 | -5925.65 | 915.563 |
45 | 20764 | 19224.3 | 23486.1 | -4261.81 | 1539.73 |
46 | 25316 | 24756.6 | 24023.8 | 732.77 | 559.438 |
47 | 17704 | 19151.7 | 24282.6 | -5130.89 | -1447.7 |
48 | 15548 | 13272.2 | 24314.2 | -11042 | 2275.81 |
49 | 28029 | 32359.2 | 24179.8 | 8179.45 | -4330.25 |
50 | 29383 | 29049.8 | 24002.6 | 5047.24 | 333.18 |
51 | 36438 | 32032.2 | 23963 | 8069.2 | 4405.8 |
52 | 32034 | 29385.4 | 23840.8 | 5544.54 | 2648.63 |
53 | 22679 | 24374.7 | 23796.3 | 578.453 | -1695.75 |
54 | 24319 | 25051.1 | 23784.8 | 1266.34 | -732.128 |
55 | 18004 | 20726 | 23783.7 | -3057.66 | -2722 |
56 | 17537 | 17771.4 | 23697.1 | -5925.65 | -234.437 |
57 | 20366 | 18971.4 | 23233.2 | -4261.81 | 1394.65 |
58 | 22782 | 23428.7 | 22695.9 | 732.77 | -646.687 |
59 | 19169 | 17322.3 | 22453.2 | -5130.89 | 1846.72 |
60 | 13807 | 11513.3 | 22555.3 | -11042 | 2293.69 |
61 | 29743 | 30846.9 | 22667.4 | 8179.45 | -1103.87 |
62 | 25591 | 27762.9 | 22715.7 | 5047.24 | -2171.95 |
63 | 29096 | 30806.2 | 22737 | 8069.2 | -1710.2 |
64 | 26482 | 28128.2 | 22583.7 | 5544.54 | -1646.25 |
65 | 22405 | 23008.5 | 22430.1 | 578.453 | -603.537 |
66 | 27044 | 23538.1 | 22271.8 | 1266.34 | 3505.87 |
67 | 17970 | NA | NA | -3057.66 | NA |
68 | 18730 | NA | NA | -5925.65 | NA |
69 | 19684 | NA | NA | -4261.81 | NA |
70 | 19785 | NA | NA | 732.77 | NA |
71 | 18479 | NA | NA | -5130.89 | NA |
72 | 10698 | NA | NA | -11042 | NA |