Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 21571 | NA | NA | -1378.06 | NA |
2 | 21493 | NA | NA | -563.943 | NA |
3 | 21422 | NA | NA | -305.828 | NA |
4 | 21272 | NA | NA | -197.679 | NA |
5 | 22747 | NA | NA | 1180.95 | NA |
6 | 22676 | NA | NA | 1244.5 | NA |
7 | 21571 | 21605.2 | 21437.6 | 167.58 | -34.1632 |
8 | 20831 | 21390.5 | 21422.2 | -31.6563 | -559.51 |
9 | 20909 | 21421.7 | 21446.8 | -25.1007 | -512.733 |
10 | 20909 | 22090.8 | 21480.7 | 610.126 | -1181.83 |
11 | 20980 | 21270.7 | 21484 | -213.332 | -290.668 |
12 | 21130 | 20953.4 | 21441 | -487.564 | 176.605 |
13 | 21051 | 19998.2 | 21376.3 | -1378.06 | 1052.81 |
14 | 21643 | 20763.3 | 21327.2 | -563.943 | 879.693 |
15 | 21864 | 20987.8 | 21293.7 | -305.828 | 876.161 |
16 | 21643 | 21065.1 | 21262.8 | -197.679 | 577.888 |
17 | 22455 | 22391.5 | 21210.6 | 1180.95 | 63.4618 |
18 | 21935 | 22387.7 | 21143.2 | 1244.5 | -452.709 |
19 | 20759 | 21243.4 | 21075.8 | 167.58 | -484.413 |
20 | 20467 | 20955.4 | 20987.1 | -31.6563 | -488.427 |
21 | 20467 | 20879.1 | 20904.2 | -25.1007 | -412.108 |
22 | 20610 | 21465 | 20854.9 | 610.126 | -855.001 |
23 | 20026 | 20598.5 | 20811.8 | -213.332 | -572.459 |
24 | 20467 | 20281.4 | 20769 | -487.564 | 185.564 |
25 | 20097 | 19354.4 | 20732.5 | -1378.06 | 742.601 |
26 | 20467 | 20116.3 | 20680.2 | -563.943 | 350.735 |
27 | 21051 | 20303.5 | 20609.3 | -305.828 | 747.536 |
28 | 21272 | 20334.7 | 20532.4 | -197.679 | 937.263 |
29 | 21792 | 21648.9 | 20468 | 1180.95 | 143.087 |
30 | 21571 | 21644.8 | 20400.3 | 1244.5 | -73.7928 |
31 | 20246 | 20484.8 | 20317.2 | 167.58 | -238.788 |
32 | 19726 | 20214.9 | 20246.6 | -31.6563 | -488.927 |
33 | 19506 | 20157.1 | 20182.2 | -25.1007 | -651.108 |
34 | 19726 | 20712.8 | 20102.7 | 610.126 | -986.793 |
35 | 19363 | 19840.4 | 20053.7 | -213.332 | -477.376 |
36 | 19506 | 19562.9 | 20050.5 | -487.564 | -56.9363 |
37 | 19064 | 18657.1 | 20035.1 | -1378.06 | 406.934 |
38 | 19805 | 19437.7 | 20001.6 | -563.943 | 367.318 |
39 | 20168 | 19674.7 | 19980.5 | -305.828 | 493.286 |
40 | 20246 | 19771 | 19968.7 | -197.679 | 475.013 |
41 | 21643 | 21112.8 | 19931.9 | 1180.95 | 530.17 |
42 | 21643 | 21090.3 | 19845.8 | 1244.5 | 552.749 |
43 | 19805 | 19899.9 | 19732.3 | 167.58 | -94.9132 |
44 | 19363 | 19559.7 | 19591.3 | -31.6563 | -196.677 |
45 | 19363 | 19413.1 | 19438.2 | -25.1007 | -50.066 |
46 | 19584 | 19882.7 | 19272.6 | 610.126 | -298.709 |
47 | 18622 | 18869 | 19082.3 | -213.332 | -247.001 |
48 | 18180 | 18414 | 18901.5 | -487.564 | -233.978 |
49 | 17668 | 17370 | 18748 | -1378.06 | 298.017 |
50 | 17817 | 18045.8 | 18609.7 | -563.943 | -228.765 |
51 | 18480 | 18150.4 | 18456.3 | -305.828 | 329.578 |
52 | 17960 | 18095.9 | 18293.6 | -197.679 | -135.904 |
53 | 19363 | 19321.1 | 18140.1 | 1180.95 | 41.9201 |
54 | 19584 | 19243.6 | 17999.1 | 1244.5 | 340.374 |
55 | 18180 | 18004.3 | 17836.8 | 167.58 | 175.67 |
56 | 17668 | 17621.1 | 17652.7 | -31.6563 | 46.9479 |
57 | 17375 | 17424.9 | 17450 | -25.1007 | -49.8576 |
58 | 17668 | 17857.6 | 17247.5 | 610.126 | -189.626 |
59 | 16855 | 16856.4 | 17069.7 | -213.332 | -1.37616 |
60 | 16563 | 16388.6 | 16876.2 | -487.564 | 174.397 |
61 | 15388 | 15277.3 | 16655.3 | -1378.06 | 110.726 |
62 | 15680 | 15849.2 | 16413.1 | -563.943 | -169.182 |
63 | 15751 | 15855.6 | 16161.4 | -305.828 | -104.589 |
64 | 15830 | 15715.3 | 15913 | -197.679 | 114.721 |
65 | 17226 | 16824.1 | 15643.1 | 1180.95 | 401.92 |
66 | 17076 | 16565.6 | 15321.1 | 1244.5 | 510.416 |
67 | 15388 | 15114.4 | 14946.8 | 167.58 | 273.628 |
68 | 14647 | 14510.3 | 14541.9 | -31.6563 | 136.74 |
69 | 14355 | 14103 | 14128.1 | -25.1007 | 251.976 |
70 | 14725 | 14312 | 13701.9 | 610.126 | 412.999 |
71 | 13322 | 13046.8 | 13260.2 | -213.332 | 275.166 |
72 | 12367 | 12334.2 | 12821.8 | -487.564 | 32.8137 |
73 | 10601 | 11023.4 | 12401.5 | -1378.06 | -422.399 |
74 | 10750 | 11444.8 | 12008.8 | -563.943 | -694.807 |
75 | 10750 | 11316.5 | 11622.3 | -305.828 | -566.464 |
76 | 10601 | 11044.1 | 11241.8 | -197.679 | -443.112 |
77 | 11854 | 12057.7 | 10876.7 | 1180.95 | -203.663 |
78 | 11926 | 11756.1 | 10511.6 | 1244.5 | 169.874 |
79 | 10451 | 10320.3 | 10152.8 | 167.58 | 130.67 |
80 | 10159 | 9774.39 | 9806.04 | -31.6563 | 384.615 |
81 | 9568 | 9424.77 | 9449.87 | -25.1007 | 143.226 |
82 | 10380 | 9697.83 | 9087.71 | 610.126 | 682.166 |
83 | 8905 | 8518.46 | 8731.79 | -213.332 | 386.541 |
84 | 8022 | 7888.35 | 8375.92 | -487.564 | 133.647 |
85 | 6333 | 6679.07 | 8057.12 | -1378.06 | -346.066 |
86 | 6697 | 7214.14 | 7778.08 | -563.943 | -517.14 |
87 | 6255 | 7226.71 | 7532.54 | -305.828 | -971.714 |
88 | 6404 | 7120.2 | 7317.87 | -197.679 | -716.196 |
89 | 7509 | 8281.25 | 7100.29 | 1180.95 | -772.247 |
90 | 7730 | 8108.79 | 6864.29 | 1244.5 | -378.793 |
91 | 6996 | 6777.16 | 6609.58 | 167.58 | 218.837 |
92 | 6917 | 6363.01 | 6394.67 | -31.6563 | 553.99 |
93 | 6917 | 6213.11 | 6238.21 | -25.1007 | 703.892 |
94 | 7879 | 6698.13 | 6088 | 610.126 | 1180.87 |
95 | 6184 | 5749.08 | 5962.42 | -213.332 | 434.916 |
96 | 5079 | 5358.44 | 5846 | -487.564 | -279.436 |
97 | 3163 | 4329.86 | 5707.92 | -1378.06 | -1166.86 |
98 | 4709 | 5021.39 | 5585.33 | -563.943 | -312.39 |
99 | 4488 | 5175.67 | 5481.5 | -305.828 | -687.672 |
100 | 4566 | 5195.11 | 5392.79 | -197.679 | -629.112 |
101 | 6333 | 6506.37 | 5325.42 | 1180.95 | -173.372 |
102 | 6112 | 6517.96 | 5273.46 | 1244.5 | -405.959 |
103 | 5300 | 5419.66 | 5252.08 | 167.58 | -119.663 |
104 | 5671 | 5232.89 | 5264.54 | -31.6563 | 438.115 |
105 | 5671 | 5267.36 | 5292.46 | -25.1007 | 403.642 |
106 | 6996 | 5933.21 | 5323.08 | 610.126 | 1062.79 |
107 | 5450 | 5130.88 | 5344.21 | -213.332 | 319.124 |
108 | 4566 | 4871.81 | 5359.38 | -487.564 | -305.811 |
109 | 3163 | 4011.9 | 5389.96 | -1378.06 | -848.899 |
110 | 5008 | 4856.6 | 5420.54 | -563.943 | 151.402 |
111 | 4859 | 5148.26 | 5454.08 | -305.828 | -289.256 |
112 | 4930 | 5283.7 | 5481.38 | -197.679 | -353.696 |
113 | 6476 | 6680.41 | 5499.46 | 1180.95 | -204.413 |
114 | 6333 | 6768.29 | 5523.79 | 1244.5 | -435.293 |
115 | 5813 | NA | NA | 167.58 | NA |
116 | 5892 | NA | NA | -31.6563 | NA |
117 | 6255 | NA | NA | -25.1007 | NA |
118 | 7067 | NA | NA | 610.126 | NA |
119 | 5813 | NA | NA | -213.332 | NA |
120 | 4787 | NA | NA | -487.564 | NA |