Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 15283 | NA | NA | 42.409 | NA |
2 | 14698 | NA | NA | 17.0653 | NA |
3 | 14664 | NA | NA | 18.2319 | NA |
4 | 14660 | NA | NA | -58.3514 | NA |
5 | 14605 | NA | NA | -15.2368 | NA |
6 | 14480 | NA | NA | -25.2889 | NA |
7 | 14412 | 14275.1 | 14309.8 | -34.6389 | 136.889 |
8 | 14454 | 14205.4 | 14195.5 | 9.96111 | 248.581 |
9 | 13915 | 14060.2 | 14104.5 | -44.3056 | -145.236 |
10 | 13858 | 13972.5 | 14002.8 | -30.2993 | -114.534 |
11 | 13768 | 13919.6 | 13896.5 | 23.1069 | -151.565 |
12 | 13738 | 13893.1 | 13795.8 | 97.3465 | -155.138 |
13 | 13647 | 13734.7 | 13692.2 | 42.409 | -87.659 |
14 | 13591 | 13598.3 | 13581.2 | 17.0653 | -7.27361 |
15 | 13589 | 13501.8 | 13483.5 | 18.2319 | 87.2264 |
16 | 13294 | 13346.7 | 13405.1 | -58.3514 | -52.7319 |
17 | 13418 | 13312.1 | 13327.4 | -15.2368 | 105.862 |
18 | 13251 | 13229.3 | 13254.5 | -25.2889 | 21.7472 |
19 | 13156 | 13141.1 | 13175.7 | -34.6389 | 14.9306 |
20 | 13045 | 13091.2 | 13081.2 | 9.96111 | -46.1694 |
21 | 12980 | 12932.8 | 12977.1 | -44.3056 | 47.2222 |
22 | 12910 | 12852 | 12882.3 | -30.2993 | 57.966 |
23 | 12851 | 12818 | 12794.9 | 23.1069 | 33.0181 |
24 | 12907 | 12802.6 | 12705.3 | 97.3465 | 104.362 |
25 | 12586 | 12652.2 | 12609.8 | 42.409 | -66.2007 |
26 | 12384 | 12525.7 | 12508.7 | 17.0653 | -141.732 |
27 | 12297 | 12429.1 | 12410.9 | 18.2319 | -132.149 |
28 | 12312 | 12248.1 | 12306.5 | -58.3514 | 63.8514 |
29 | 12301 | 12179.3 | 12194.6 | -15.2368 | 121.653 |
30 | 12218 | 12049.5 | 12074.8 | -25.2889 | 168.497 |
31 | 11897 | 11917.6 | 11952.2 | -34.6389 | -20.6111 |
32 | 11877 | 11843.6 | 11833.7 | 9.96111 | 33.3722 |
33 | 11802 | 11667.9 | 11712.2 | -44.3056 | 134.056 |
34 | 11582 | 11548.5 | 11578.8 | -30.2993 | 33.466 |
35 | 11493 | 11457.8 | 11434.7 | 23.1069 | 35.1847 |
36 | 11390 | 11382.3 | 11285 | 97.3465 | 7.69514 |
37 | 11162 | 11183.1 | 11140.7 | 42.409 | -21.0757 |
38 | 10962 | 11017.6 | 11000.5 | 17.0653 | -55.5653 |
39 | 10805 | 10877.7 | 10859.5 | 18.2319 | -72.7319 |
40 | 10602 | 10670.7 | 10729.1 | -58.3514 | -68.7319 |
41 | 10552 | 10593.9 | 10609.2 | -15.2368 | -41.9299 |
42 | 10373 | 10470 | 10495.2 | -25.2889 | -96.9611 |
43 | 10279 | 10357.2 | 10391.9 | -34.6389 | -78.2361 |
44 | 10131 | 10312.5 | 10302.5 | 9.96111 | -181.461 |
45 | 10164 | 10173.4 | 10217.7 | -44.3056 | -9.36111 |
46 | 10090 | 10101.2 | 10131.5 | -30.2993 | -11.2424 |
47 | 10107 | 10058 | 10034.9 | 23.1069 | 49.0181 |
48 | 10042 | 10033.3 | 9935.92 | 97.3465 | 8.73681 |
49 | 10029 | 9888.41 | 9846 | 42.409 | 140.591 |
50 | 9950 | 9779.77 | 9762.71 | 17.0653 | 170.226 |
51 | 9781 | 9697.69 | 9679.46 | 18.2319 | 83.3097 |
52 | 9559 | 9535.73 | 9594.08 | -58.3514 | 23.2681 |
53 | 9275 | 9494.93 | 9510.17 | -15.2368 | -219.93 |
54 | 9275 | 9402.63 | 9427.92 | -25.2889 | -127.628 |
55 | 9219 | 9314.9 | 9349.54 | -34.6389 | -95.9028 |
56 | 9192 | 9289.25 | 9279.29 | 9.96111 | -97.2528 |
57 | 9105 | 9174.61 | 9218.92 | -44.3056 | -69.6111 |
58 | 9100 | NA | NA | -30.2993 | NA |
59 | 9083 | NA | NA | 23.1069 | NA |
60 | 9092 | NA | NA | 97.3465 | NA |
61 | 9098 | NA | NA | 42.409 | NA |
62 | 9195 | NA | NA | 17.0653 | NA |
63 | 9087 | NA | NA | 18.2319 | NA |