Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 9969 | NA | NA | -406.373 | NA |
2 | 9692 | NA | NA | -654.609 | NA |
3 | 8943 | NA | NA | -1101.57 | NA |
4 | 8802 | NA | NA | -1513.25 | NA |
5 | 8250 | NA | NA | -2114.47 | NA |
6 | 8515 | NA | NA | -1337.83 | NA |
7 | 13973 | 13447.2 | 9919.5 | 3527.68 | 525.818 |
8 | 13905 | 13238.3 | 9723.04 | 3515.27 | 666.686 |
9 | 12467 | 11023.7 | 9517.04 | 1506.7 | 1443.26 |
10 | 9490 | 9253.24 | 9304.21 | -50.9635 | 236.755 |
11 | 8483 | 8399.84 | 9084.46 | -684.623 | 83.1649 |
12 | 7610 | 8208.49 | 8894.46 | -685.97 | -598.488 |
13 | 7839 | 8307.04 | 8713.42 | -406.373 | -468.043 |
14 | 7107 | 7867.68 | 8522.29 | -654.609 | -760.682 |
15 | 6584 | 7189.85 | 8291.42 | -1101.57 | -605.849 |
16 | 6053 | 6570.96 | 8084.21 | -1513.25 | -517.96 |
17 | 5725 | 5837.57 | 7952.04 | -2114.47 | -112.571 |
18 | 6480 | 6524 | 7861.83 | -1337.83 | -44.0017 |
19 | 11663 | 11321.6 | 7793.96 | 3527.68 | 341.359 |
20 | 11628 | 11252.3 | 7737.04 | 3515.27 | 375.686 |
21 | 9203 | 9208.99 | 7702.29 | 1506.7 | -5.99479 |
22 | 7781 | 7632.95 | 7683.92 | -50.9635 | 148.047 |
23 | 7020 | 6973.34 | 7657.96 | -684.623 | 46.6649 |
24 | 6908 | 6956.49 | 7642.46 | -685.97 | -48.4878 |
25 | 6912 | 7218.84 | 7625.21 | -406.373 | -306.835 |
26 | 6668 | 6920.06 | 7574.67 | -654.609 | -252.057 |
27 | 6189 | 6439.31 | 7540.88 | -1101.57 | -250.307 |
28 | 6007 | 6033.79 | 7547.04 | -1513.25 | -26.7934 |
29 | 5148 | 5481.03 | 7595.5 | -2114.47 | -333.03 |
30 | 6685 | 6343.75 | 7681.58 | -1337.83 | 341.248 |
31 | 11044 | 11346.4 | 7818.71 | 3527.68 | -302.391 |
32 | 11034 | 11512.5 | 7997.21 | 3515.27 | -478.481 |
33 | 8986 | 9708.37 | 8201.67 | 1506.7 | -722.37 |
34 | 8146 | 8362.95 | 8413.92 | -50.9635 | -216.953 |
35 | 7818 | 7946.96 | 8631.58 | -684.623 | -128.96 |
36 | 8176 | 8156.61 | 8842.58 | -685.97 | 19.3872 |
37 | 8935 | 8637 | 9043.37 | -406.373 | 297.998 |
38 | 8929 | 8611.31 | 9265.92 | -654.609 | 317.693 |
39 | 8835 | 8396.1 | 9497.67 | -1101.57 | 438.901 |
40 | 8455 | 8195.79 | 9709.04 | -1513.25 | 259.207 |
41 | 7924 | 7788.24 | 9902.71 | -2114.47 | 135.762 |
42 | 8973 | 8772.54 | 10110.4 | -1337.83 | 200.457 |
43 | 13575 | 13800.6 | 10272.9 | 3527.68 | -225.599 |
44 | 13844 | 13889.1 | 10373.8 | 3515.27 | -45.1059 |
45 | 11738 | 11958.7 | 10452 | 1506.7 | -220.703 |
46 | 10467 | 10459.7 | 10510.7 | -50.9635 | 7.29688 |
47 | 10145 | 9874.71 | 10559.3 | -684.623 | 270.29 |
48 | 10833 | 9894.32 | 10580.3 | -685.97 | 938.679 |
49 | 10179 | 10189.8 | 10596.2 | -406.373 | -10.7934 |
50 | 10107 | 9952.1 | 10606.7 | -654.609 | 154.901 |
51 | 9533 | 9484.1 | 10585.7 | -1101.57 | 48.901 |
52 | 9165 | 9029.34 | 10542.6 | -1513.25 | 135.665 |
53 | 8382 | 8356.32 | 10470.8 | -2114.47 | 25.6788 |
54 | 9018 | 9007.46 | 10345.3 | -1337.83 | 10.5399 |
55 | 13911 | 13756.2 | 10228.5 | 3527.68 | 154.776 |
56 | 13761 | 13655 | 10139.7 | 3515.27 | 106.019 |
57 | 11316 | 11543.7 | 10037 | 1506.7 | -227.661 |
58 | 9855 | 9874.87 | 9925.83 | -50.9635 | -19.8698 |
59 | 9034 | 9133.38 | 9818 | -684.623 | -99.3767 |
60 | 8932 | 9028.45 | 9714.42 | -685.97 | -96.4462 |
61 | 9278 | 9182.42 | 9588.79 | -406.373 | 95.5816 |
62 | 8876 | 8793.97 | 9448.58 | -654.609 | 82.026 |
63 | 8298 | 8240.47 | 9342.04 | -1101.57 | 57.526 |
64 | 7733 | 7756.96 | 9270.21 | -1513.25 | -23.9601 |
65 | 7226 | 7093.07 | 9207.54 | -2114.47 | 132.929 |
66 | 7688 | 7817.92 | 9155.75 | -1337.83 | -129.918 |
67 | 12226 | 12654.4 | 9126.71 | 3527.68 | -428.391 |
68 | 12081 | 12640.2 | 9124.96 | 3515.27 | -559.231 |
69 | 10439 | 10640 | 9133.25 | 1506.7 | -200.953 |
70 | 9008 | 9097.7 | 9148.67 | -50.9635 | -89.7031 |
71 | 8377 | 8483.21 | 9167.83 | -684.623 | -106.21 |
72 | 8346 | 8495.07 | 9181.04 | -685.97 | -149.071 |
73 | 9167 | 8709.34 | 9115.71 | -406.373 | 457.665 |
74 | 8945 | 8421.31 | 9075.92 | -654.609 | 523.693 |
75 | 8428 | 8051.6 | 9153.17 | -1101.57 | 376.401 |
76 | 7973 | 7733.59 | 9246.83 | -1513.25 | 239.415 |
77 | 7446 | 7229.2 | 9343.67 | -2114.47 | 216.804 |
78 | 7785 | 8097.75 | 9435.58 | -1337.83 | -312.752 |
79 | 10561 | NA | NA | 3527.68 | NA |
80 | 12791 | NA | NA | 3515.27 | NA |
81 | 11583 | NA | NA | 1506.7 | NA |
82 | 10112 | NA | NA | -50.9635 | NA |
83 | 9597 | NA | NA | -684.623 | NA |
84 | 9332 | NA | NA | -685.97 | NA |