Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 10320 | NA | NA | -59.375 | NA |
2 | 11400 | NA | NA | 101.25 | NA |
3 | 9360 | NA | NA | -633.75 | NA |
4 | 10080 | NA | NA | -32.5 | NA |
5 | 10080 | NA | NA | -902.5 | NA |
6 | 10800 | NA | NA | 712.5 | NA |
7 | 10320 | 9538.75 | 10340 | -801.25 | 781.25 |
8 | 9720 | 11261.2 | 10310 | 951.25 | -1541.25 |
9 | 10440 | 9998.75 | 10275 | -276.25 | 441.25 |
10 | 11160 | 11514.4 | 10260 | 1254.38 | -354.375 |
11 | 9480 | 9511.88 | 10250 | -738.125 | -31.875 |
12 | 11160 | 10649.4 | 10225 | 424.375 | 510.625 |
13 | 9840 | 10155.6 | 10215 | -59.375 | -315.625 |
14 | 11160 | 10351.2 | 10250 | 101.25 | 808.75 |
15 | 8760 | 9646.25 | 10280 | -633.75 | -886.25 |
16 | 10320 | 10292.5 | 10325 | -32.5 | 27.5 |
17 | 9600 | 9452.5 | 10355 | -902.5 | 147.5 |
18 | 10680 | 11047.5 | 10335 | 712.5 | -367.5 |
19 | 10200 | 9523.75 | 10325 | -801.25 | 676.25 |
20 | 10680 | 11256.2 | 10305 | 951.25 | -576.25 |
21 | 10200 | 10043.8 | 10320 | -276.25 | 156.25 |
22 | 12480 | 11554.4 | 10300 | 1254.38 | 925.625 |
23 | 8880 | 9506.88 | 10245 | -738.125 | -626.875 |
24 | 11280 | 10654.4 | 10230 | 424.375 | 625.625 |
25 | 9480 | 10190.6 | 10250 | -59.375 | -710.625 |
26 | 11040 | 10356.2 | 10255 | 101.25 | 683.75 |
27 | 9240 | 9596.25 | 10230 | -633.75 | -356.25 |
28 | 9360 | 10177.5 | 10210 | -32.5 | -817.5 |
29 | 9240 | 9297.5 | 10200 | -902.5 | -57.5 |
30 | 10680 | 10912.5 | 10200 | 712.5 | -232.5 |
31 | 10680 | 9393.75 | 10195 | -801.25 | 1286.25 |
32 | 10320 | 11111.2 | 10160 | 951.25 | -791.25 |
33 | 9960 | 9878.75 | 10155 | -276.25 | 81.25 |
34 | 12240 | 11424.4 | 10170 | 1254.38 | 815.625 |
35 | 8880 | 9426.88 | 10165 | -738.125 | -546.875 |
36 | 11280 | 10599.4 | 10175 | 424.375 | 680.625 |
37 | 9360 | 10085.6 | 10145 | -59.375 | -725.625 |
38 | 10320 | 10271.2 | 10170 | 101.25 | 48.75 |
39 | 9840 | 9596.25 | 10230 | -633.75 | 243.75 |
40 | 9120 | 10152.5 | 10185 | -32.5 | -1032.5 |
41 | 9360 | 9252.5 | 10155 | -902.5 | 107.5 |
42 | 10800 | 10892.5 | 10180 | 712.5 | -92.5 |
43 | 9840 | 9373.75 | 10175 | -801.25 | 466.25 |
44 | 11760 | 11106.2 | 10155 | 951.25 | 653.75 |
45 | 9960 | 9888.75 | 10165 | -276.25 | 71.25 |
46 | 11160 | 11464.4 | 10210 | 1254.38 | -304.375 |
47 | 9240 | 9476.88 | 10215 | -738.125 | -236.875 |
48 | 11520 | 10644.4 | 10220 | 424.375 | 875.625 |
49 | 9000 | 10160.6 | 10220 | -59.375 | -1160.62 |
50 | 10200 | 10271.2 | 10170 | 101.25 | -71.25 |
51 | 10200 | 9541.25 | 10175 | -633.75 | 658.75 |
52 | 9840 | 10147.5 | 10180 | -32.5 | -307.5 |
53 | 8760 | 9287.5 | 10190 | -902.5 | -527.5 |
54 | 11520 | 10877.5 | 10165 | 712.5 | 642.5 |
55 | 9120 | 9358.75 | 10160 | -801.25 | -238.75 |
56 | 11280 | 11166.2 | 10215 | 951.25 | 113.75 |
57 | 10560 | 9918.75 | 10195 | -276.25 | 641.25 |
58 | 10680 | 11434.4 | 10180 | 1254.38 | -754.375 |
59 | 9960 | 9466.88 | 10205 | -738.125 | 493.125 |
60 | 10200 | 10619.4 | 10195 | 424.375 | -419.375 |
61 | 10200 | 10055.6 | 10115 | -59.375 | 144.375 |
62 | 10320 | 10186.2 | 10085 | 101.25 | 133.75 |
63 | 9600 | 9426.25 | 10060 | -633.75 | 173.75 |
64 | 10080 | 9987.5 | 10020 | -32.5 | 92.5 |
65 | 9120 | 9122.5 | 10025 | -902.5 | -2.5 |
66 | 10920 | 10697.5 | 9985 | 712.5 | 222.5 |
67 | 7800 | 9168.75 | 9970 | -801.25 | -1368.75 |
68 | 11880 | 10916.2 | 9965 | 951.25 | 963.75 |
69 | 9360 | 9678.75 | 9955 | -276.25 | -318.75 |
70 | 10920 | 11249.4 | 9995 | 1254.38 | -329.375 |
71 | 9840 | 9281.88 | 10020 | -738.125 | 558.125 |
72 | 9360 | 10419.4 | 9995 | 424.375 | -1059.38 |
73 | 10680 | 9920.62 | 9980 | -59.375 | 759.375 |
74 | 9720 | 10066.2 | 9965 | 101.25 | -346.25 |
75 | 9960 | 9286.25 | 9920 | -633.75 | 673.75 |
76 | 10680 | 9872.5 | 9905 | -32.5 | 807.5 |
77 | 9120 | 8997.5 | 9900 | -902.5 | 122.5 |
78 | 10320 | 10612.5 | 9900 | 712.5 | -292.5 |
79 | 8040 | 9123.75 | 9925 | -801.25 | -1083.75 |
80 | 11280 | 10891.2 | 9940 | 951.25 | 388.75 |
81 | 8880 | 9643.75 | 9920 | -276.25 | -763.75 |
82 | 11040 | 11134.4 | 9880 | 1254.38 | -94.375 |
83 | 9600 | 9131.88 | 9870 | -738.125 | 468.125 |
84 | 9600 | 10324.4 | 9900 | 424.375 | -724.375 |
85 | 11040 | 9880.62 | 9940 | -59.375 | 1159.38 |
86 | 9720 | 10071.2 | 9970 | 101.25 | -351.25 |
87 | 9480 | 9356.25 | 9990 | -633.75 | 123.75 |
88 | 10200 | 9967.5 | 10000 | -32.5 | 232.5 |
89 | 9360 | 9067.5 | 9970 | -902.5 | 292.5 |
90 | 10800 | 10652.5 | 9940 | 712.5 | 147.5 |
91 | 8520 | 9113.75 | 9915 | -801.25 | -593.75 |
92 | 11520 | 10806.2 | 9855 | 951.25 | 713.75 |
93 | 9120 | 9503.75 | 9780 | -276.25 | -383.75 |
94 | 11040 | 11019.4 | 9765 | 1254.38 | 20.625 |
95 | 8880 | 9031.88 | 9770 | -738.125 | -151.875 |
96 | 9600 | 10164.4 | 9740 | 424.375 | -564.375 |
97 | 10440 | 9665.62 | 9725 | -59.375 | 774.375 |
98 | 8880 | 9861.25 | 9760 | 101.25 | -981.25 |
99 | 8520 | 9226.25 | 9860 | -633.75 | -706.25 |
100 | 10800 | 9877.5 | 9910 | -32.5 | 922.5 |
101 | 8880 | 9037.5 | 9940 | -902.5 | -157.5 |
102 | 10560 | 10662.5 | 9950 | 712.5 | -102.5 |
103 | 8400 | NA | NA | -801.25 | NA |
104 | 12480 | NA | NA | 951.25 | NA |
105 | 10560 | NA | NA | -276.25 | NA |
106 | 10800 | NA | NA | 1254.38 | NA |
107 | 9840 | NA | NA | -738.125 | NA |
108 | 8880 | NA | NA | 424.375 | NA |