Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 4736 | NA | NA | -334.476 | NA |
2 | 4840 | NA | NA | -128.497 | NA |
3 | 4413 | NA | NA | 955.913 | NA |
4 | 4571 | NA | NA | 1072.76 | NA |
5 | 4106 | NA | NA | 54.2321 | NA |
6 | 4801 | NA | NA | 134.274 | NA |
7 | 3956 | 4255.75 | 4324.96 | -69.2124 | -299.746 |
8 | 3829 | 3752.23 | 4208.75 | -456.518 | 76.7679 |
9 | 4453 | 3987.24 | 4135.96 | -148.719 | 465.761 |
10 | 4027 | 3876.19 | 4090.92 | -214.726 | 150.81 |
11 | 4121 | 3368.59 | 4047.54 | -678.948 | 752.407 |
12 | 4798 | 3823.54 | 4009.62 | -186.08 | 974.455 |
13 | 3233 | 3651.07 | 3985.54 | -334.476 | -418.065 |
14 | 3554 | 3866.29 | 3994.79 | -128.497 | -312.295 |
15 | 3952 | 4949.54 | 3993.62 | 955.913 | -997.538 |
16 | 3951 | 5043.55 | 3970.79 | 1072.76 | -1092.55 |
17 | 3685 | 3985.32 | 3931.08 | 54.2321 | -300.315 |
18 | 4312 | 3978.32 | 3844.04 | 134.274 | 333.685 |
19 | 3867 | 3730 | 3799.21 | -69.2124 | 137.004 |
20 | 4140 | 3373.19 | 3829.71 | -456.518 | 766.81 |
21 | 4114 | 3761.03 | 3909.75 | -148.719 | 352.969 |
22 | 3818 | 3807.15 | 4021.88 | -214.726 | 10.8513 |
23 | 3377 | 3471.13 | 4150.08 | -678.948 | -94.1348 |
24 | 3453 | 4129.25 | 4315.33 | -186.08 | -676.253 |
25 | 3502 | 4114.9 | 4449.38 | -334.476 | -612.899 |
26 | 4017 | 4318.17 | 4446.67 | -128.497 | -301.17 |
27 | 5410 | 5305.2 | 4349.29 | 955.913 | 104.796 |
28 | 5184 | 5339.88 | 4267.12 | 1072.76 | -155.885 |
29 | 5529 | 4261.32 | 4207.08 | 54.2321 | 1267.68 |
30 | 6434 | 4302.36 | 4168.08 | 134.274 | 2131.64 |
31 | 4962 | 4071.95 | 4141.17 | -69.2124 | 890.046 |
32 | 2980 | 3634.65 | 4091.17 | -456.518 | -654.649 |
33 | 2937 | 3837.03 | 3985.75 | -148.719 | -900.031 |
34 | 3023 | 3619.11 | 3833.83 | -214.726 | -596.107 |
35 | 2731 | 3014.26 | 3693.21 | -678.948 | -283.26 |
36 | 3163 | 3323.84 | 3509.92 | -186.08 | -160.836 |
37 | 3146 | 2967.57 | 3302.04 | -334.476 | 178.435 |
38 | 3173 | 3127.59 | 3256.08 | -128.497 | 45.4138 |
39 | 3724 | 4305.7 | 3349.79 | 955.913 | -581.704 |
40 | 3224 | 4526.93 | 3454.17 | 1072.76 | -1302.93 |
41 | 4114 | 3599.52 | 3545.29 | 54.2321 | 514.476 |
42 | 3450 | 3776.36 | 3642.08 | 134.274 | -326.357 |
43 | 2957 | 3669.33 | 3738.54 | -69.2124 | -712.329 |
44 | 3882 | 3357.44 | 3813.96 | -456.518 | 524.56 |
45 | 4284 | 3761.57 | 3910.29 | -148.719 | 522.428 |
46 | 4181 | 3839.57 | 4054.29 | -214.726 | 341.435 |
47 | 3760 | 3438.51 | 4117.46 | -678.948 | 321.49 |
48 | 4457 | 3916.67 | 4102.75 | -186.08 | 540.33 |
49 | 4167 | 3805.48 | 4139.96 | -334.476 | 361.518 |
50 | 3962 | 4021.63 | 4150.12 | -128.497 | -59.6279 |
51 | 5247 | 5051.95 | 4096.04 | 955.913 | 195.046 |
52 | 5157 | 5126.18 | 4053.42 | 1072.76 | 30.8235 |
53 | 3697 | 4083.57 | 4029.33 | 54.2321 | -386.565 |
54 | 3514 | 4093.86 | 3959.58 | 134.274 | -579.857 |
55 | 3786 | 3813.79 | 3883 | -69.2124 | -27.7876 |
56 | 3297 | 3395.27 | 3851.79 | -456.518 | -98.2737 |
57 | 3571 | 3673.41 | 3822.12 | -148.719 | -102.406 |
58 | 3871 | 3552.4 | 3767.13 | -214.726 | 318.601 |
59 | 3492 | 3054.09 | 3733.04 | -678.948 | 437.907 |
60 | 3051 | 3591 | 3777.08 | -186.08 | -540.003 |
61 | 3735 | 3501.9 | 3836.38 | -334.476 | 233.101 |
62 | 3645 | 3730.75 | 3859.25 | -128.497 | -85.7529 |
63 | 4852 | 4841.79 | 3885.88 | 955.913 | 10.2124 |
64 | 4232 | 5007.8 | 3935.04 | 1072.76 | -775.802 |
65 | 3804 | 4008.36 | 3954.12 | 54.2321 | -204.357 |
66 | 4464 | 4153.48 | 4019.21 | 134.274 | 310.518 |
67 | 4259 | 4071.45 | 4140.67 | -69.2124 | 187.546 |
68 | 3373 | 3813.48 | 4270 | -456.518 | -440.482 |
69 | 4134 | 4297.99 | 4446.71 | -148.719 | -163.989 |
70 | 4488 | 4538.86 | 4753.58 | -214.726 | -50.8571 |
71 | 3333 | 4292.68 | 4971.62 | -678.948 | -959.677 |
72 | 4772 | 4734.96 | 4921.04 | -186.08 | 37.0388 |
73 | 4929 | 4496.36 | 4830.83 | -334.476 | 432.643 |
74 | 5555 | 4666.84 | 4795.33 | -128.497 | 888.164 |
75 | 7183 | 5739.08 | 4783.17 | 955.913 | 1443.92 |
76 | 9266 | 5794.93 | 4722.17 | 1072.76 | 3471.07 |
77 | 4003 | 4719.19 | 4664.96 | 54.2321 | -716.19 |
78 | 3051 | 4745.9 | 4611.62 | 134.274 | -1694.9 |
79 | 3507 | NA | NA | -69.2124 | NA |
80 | 3273 | NA | NA | -456.518 | NA |
81 | 3942 | NA | NA | -148.719 | NA |
82 | 3216 | NA | NA | -214.726 | NA |
83 | 3232 | NA | NA | -678.948 | NA |
84 | 3593 | NA | NA | -186.08 | NA |