Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 9700 | NA | NA | 155.958 | NA |
2 | 9081 | NA | NA | -561.217 | NA |
3 | 9084 | NA | NA | -32.6006 | NA |
4 | 9743 | NA | NA | 133.483 | NA |
5 | 8587 | NA | NA | -696.592 | NA |
6 | 9731 | NA | NA | 217.674 | NA |
7 | 9563 | 9339.22 | 9512.54 | -173.32 | 223.778 |
8 | 9998 | 9506.81 | 9512.17 | -5.35475 | 491.188 |
9 | 9437 | 9454.43 | 9512.29 | -57.8617 | -17.43 |
10 | 10038 | 10068.1 | 9503.67 | 564.399 | -30.0661 |
11 | 9918 | 9866.16 | 9497.71 | 368.449 | 51.8422 |
12 | 9252 | 9585.07 | 9498.08 | 86.9828 | -333.066 |
13 | 9737 | 9624.04 | 9468.08 | 155.958 | 112.959 |
14 | 9035 | 8851.41 | 9412.62 | -561.217 | 183.592 |
15 | 9133 | 9324.9 | 9357.5 | -32.6006 | -191.899 |
16 | 9487 | 9461.86 | 9328.38 | 133.483 | 25.1422 |
17 | 8700 | 8615.91 | 9312.5 | -696.592 | 84.0922 |
18 | 9627 | 9520.84 | 9303.17 | 217.674 | 106.159 |
19 | 8947 | 9127.1 | 9300.42 | -173.32 | -180.097 |
20 | 9283 | 9273.1 | 9278.46 | -5.35475 | 9.89641 |
21 | 8829 | 9207.51 | 9265.37 | -57.8617 | -378.513 |
22 | 9947 | 9836.48 | 9272.08 | 564.399 | 110.517 |
23 | 9628 | 9637.49 | 9269.04 | 368.449 | -9.49109 |
24 | 9318 | 9331.23 | 9244.25 | 86.9828 | -13.2328 |
25 | 9605 | 9403.58 | 9247.62 | 155.958 | 201.417 |
26 | 8640 | 8701.53 | 9262.75 | -561.217 | -61.5328 |
27 | 9214 | 9242.19 | 9274.79 | -32.6006 | -28.1911 |
28 | 9567 | 9436.27 | 9302.79 | 133.483 | 130.726 |
29 | 8547 | 8607.41 | 9304 | -696.592 | -60.4078 |
30 | 9185 | 9527.63 | 9309.96 | 217.674 | -342.633 |
31 | 9470 | 9143.35 | 9316.67 | -173.32 | 326.653 |
32 | 9123 | 9308.1 | 9313.46 | -5.35475 | -185.104 |
33 | 9278 | 9273.8 | 9331.67 | -57.8617 | 4.19502 |
34 | 10170 | 9915.15 | 9350.75 | 564.399 | 254.851 |
35 | 9434 | 9743.87 | 9375.42 | 368.449 | -309.866 |
36 | 9655 | 9502.36 | 9415.38 | 86.9828 | 152.642 |
37 | 9429 | 9580.62 | 9424.67 | 155.958 | -151.624 |
38 | 8739 | 8850.2 | 9411.42 | -561.217 | -111.199 |
39 | 9552 | 9397.82 | 9430.42 | -32.6006 | 154.184 |
40 | 9687 | 9591.07 | 9457.58 | 133.483 | 95.9339 |
41 | 9019 | 8794.87 | 9491.46 | -696.592 | 224.134 |
42 | 9672 | 9745.76 | 9528.08 | 217.674 | -73.7578 |
43 | 9206 | 9372.89 | 9546.21 | -173.32 | -166.888 |
44 | 9069 | 9573.48 | 9578.83 | -5.35475 | -504.479 |
45 | 9788 | 9560.55 | 9618.42 | -57.8617 | 227.445 |
46 | 10312 | 10199.8 | 9635.42 | 564.399 | 112.184 |
47 | 10105 | 10005.7 | 9637.25 | 368.449 | 99.3006 |
48 | 9863 | 9747.07 | 9660.08 | 86.9828 | 115.934 |
49 | 9656 | 9858.46 | 9702.5 | 155.958 | -202.458 |
50 | 9295 | 9191.12 | 9752.33 | -561.217 | 103.884 |
51 | 9946 | 9753.11 | 9785.71 | -32.6006 | 192.892 |
52 | 9701 | 9910.32 | 9776.83 | 133.483 | -209.316 |
53 | 9049 | 9080.66 | 9777.25 | -696.592 | -31.6578 |
54 | 10190 | 10017.3 | 9799.67 | 217.674 | 172.659 |
55 | 9706 | 9654.1 | 9827.42 | -173.32 | 51.9034 |
56 | 9765 | 9839.85 | 9845.21 | -5.35475 | -74.8536 |
57 | 9893 | 9780.89 | 9838.75 | -57.8617 | 112.112 |
58 | 9994 | 10414.4 | 9850 | 564.399 | -420.399 |
59 | 10433 | 10237.7 | 9869.25 | 368.449 | 195.301 |
60 | 10073 | 9968.19 | 9881.21 | 86.9828 | 104.809 |
61 | 10112 | 10045.2 | 9889.25 | 155.958 | 66.7922 |
62 | 9266 | 9353.66 | 9914.88 | -561.217 | -87.6578 |
63 | 9820 | 9919.9 | 9952.5 | -32.6006 | -99.8994 |
64 | 10097 | 10112.4 | 9978.92 | 133.483 | -15.3994 |
65 | 9115 | 9304.07 | 10000.7 | -696.592 | -189.074 |
66 | 10411 | 10246.3 | 10028.7 | 217.674 | 164.659 |
67 | 9678 | 9900.85 | 10074.2 | -173.32 | -222.847 |
68 | 10408 | 10112.1 | 10117.5 | -5.35475 | 295.855 |
69 | 10153 | 10068.3 | 10126.2 | -57.8617 | 84.695 |
70 | 10368 | NA | NA | 564.399 | NA |
71 | 10581 | NA | NA | 368.449 | NA |
72 | 10597 | NA | NA | 86.9828 | NA |
73 | 10680 | NA | NA | 155.958 | NA |
74 | 9738 | NA | NA | -561.217 | NA |
75 | 9556 | NA | NA | -32.6006 | NA |