Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 209305 | NA | NA | 31209.8 | NA |
2 | 161498 | NA | NA | 11395.5 | NA |
3 | 126542 | NA | NA | -14108.2 | NA |
4 | 100278 | NA | NA | -39496.6 | NA |
5 | 168677 | NA | NA | 26947.6 | NA |
6 | 143277 | NA | NA | 3725.65 | NA |
7 | 127573 | 128324 | 134181 | -5856.84 | -750.956 |
8 | 90760 | 107036 | 130718 | -23681.9 | -16276 |
9 | 160404 | 163920 | 129339 | 34580.8 | -3515.76 |
10 | 132039 | 136476 | 128275 | 8200.69 | -4436.65 |
11 | 117053 | 124856 | 126966 | -2109.6 | -7803.48 |
12 | 101248 | 95044.8 | 125852 | -30807 | 6203.22 |
13 | 152336 | 155829 | 124619 | 31209.8 | -3492.96 |
14 | 135356 | 135195 | 123800 | 11395.5 | 160.517 |
15 | 119590 | 109121 | 123229 | -14108.2 | 10468.9 |
16 | 81695 | 82958.9 | 122456 | -39496.6 | -1263.88 |
17 | 155847 | 148923 | 121976 | 26947.6 | 6923.78 |
18 | 129364 | 124577 | 120852 | 3725.65 | 4786.81 |
19 | 111902 | 114302 | 120159 | -5856.84 | -2400 |
20 | 86772 | 96442.5 | 120124 | -23681.9 | -9670.5 |
21 | 150695 | 153953 | 119372 | 34580.8 | -3257.76 |
22 | 123177 | 127400 | 119199 | 8200.69 | -4222.65 |
23 | 114397 | 117548 | 119658 | -2109.6 | -3151.11 |
24 | 76927 | 89267.3 | 120074 | -30807 | -12340.3 |
25 | 160032 | 151848 | 120638 | 31209.8 | 8183.7 |
26 | 126833 | 132524 | 121128 | 11395.5 | -5690.94 |
27 | 110054 | 107676 | 121784 | -14108.2 | 2378.11 |
28 | 87080 | 83380.8 | 122877 | -39496.6 | 3699.16 |
29 | 161472 | 150644 | 123696 | 26947.6 | 10828.1 |
30 | 133737 | 127775 | 124050 | 3725.65 | 5961.56 |
31 | 121069 | 116798 | 122655 | -5856.84 | 4270.5 |
32 | 89365 | 96238 | 119920 | -23681.9 | -6872.96 |
33 | 163837 | 152612 | 118031 | 34580.8 | 11225.2 |
34 | 136276 | 124934 | 116734 | 8200.69 | 11341.6 |
35 | 120950 | 113272 | 115381 | -2109.6 | 7678.31 |
36 | 78858 | 83528.3 | 114335 | -30807 | -4670.33 |
37 | 124634 | 145161 | 113952 | 31209.8 | -20527.4 |
38 | 96579 | 125457 | 114061 | 11395.5 | -28877.6 |
39 | 94974 | 100774 | 114882 | -14108.2 | -5800.1 |
40 | 71028 | 76562 | 116059 | -39496.6 | -5533.96 |
41 | 145065 | 143683 | 116736 | 26947.6 | 1381.86 |
42 | 125041 | 121612 | 117887 | 3725.65 | 3428.81 |
43 | 120555 | 114732 | 120589 | -5856.84 | 5822.75 |
44 | 92507 | 101497 | 125179 | -23681.9 | -8989.71 |
45 | 180404 | 162643 | 128063 | 34580.8 | 17760.6 |
46 | 147940 | 136475 | 128274 | 8200.69 | 11465 |
47 | 125532 | 125104 | 127214 | -2109.6 | 427.726 |
48 | 101901 | 93942.2 | 124749 | -30807 | 7958.84 |
49 | 166452 | 153464 | 122254 | 31209.8 | 12988.1 |
50 | 164909 | 133350 | 121954 | 11395.5 | 31559.4 |
51 | 95859 | 105754 | 119863 | -14108.2 | -9895.47 |
52 | 75225 | 74974.9 | 114472 | -39496.6 | 250.121 |
53 | 115418 | 137400 | 110453 | 26947.6 | -21982.3 |
54 | 95535 | 112561 | 108835 | 3725.65 | -17025.7 |
55 | 90178 | 100681 | 106538 | -5856.84 | -10503 |
56 | 115685 | 77436.6 | 101118 | -23681.9 | 38248.4 |
57 | 107032 | 132805 | 98224.2 | 34580.8 | -25773 |
58 | 91924 | 109632 | 101431 | 8200.69 | -17708 |
59 | 85095 | NA | NA | -2109.6 | NA |
60 | 103517 | NA | NA | -30807 | NA |
61 | 109702 | NA | NA | 31209.8 | NA |
62 | 91594 | NA | NA | 11395.5 | NA |
63 | 99712 | NA | NA | -14108.2 | NA |
64 | 148342 | NA | NA | -39496.6 | NA |