Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 5963 | NA | NA | -1.46822 | NA |
2 | 5957 | NA | NA | 2.6128 | NA |
3 | 5920 | NA | NA | -2.04345 | NA |
4 | 5923 | NA | NA | 0.940924 | NA |
5 | 5943 | NA | NA | 7.27426 | NA |
6 | 5953 | NA | NA | 1.28467 | NA |
7 | 5966 | 5998.05 | 5998.54 | -0.495997 | -32.0457 |
8 | 5995 | 6016.13 | 6017.29 | -1.16266 | -21.129 |
9 | 6027 | 6036.49 | 6043.21 | -6.71359 | -9.49474 |
10 | 6035 | 6074.82 | 6075.79 | -0.96822 | -39.8234 |
11 | 6083 | 6115.24 | 6113.04 | 2.19382 | -32.2355 |
12 | 6124 | 6151.46 | 6152.92 | -1.45433 | -27.4623 |
13 | 6150 | 6193.74 | 6195.21 | -1.46822 | -43.7401 |
14 | 6220 | 6243.74 | 6241.12 | 2.6128 | -23.7378 |
15 | 6279 | 6287 | 6289.04 | -2.04345 | -7.99822 |
16 | 6346 | 6339.48 | 6338.54 | 0.940924 | 6.51741 |
17 | 6414 | 6396.61 | 6389.33 | 7.27426 | 17.3924 |
18 | 6439 | 6440.66 | 6439.37 | 1.28467 | -1.65967 |
19 | 6495 | 6487.3 | 6487.79 | -0.495997 | 7.70433 |
20 | 6568 | 6532.25 | 6533.42 | -1.16266 | 35.746 |
21 | 6604 | 6567.83 | 6574.54 | -6.71359 | 36.1719 |
22 | 6646 | 6609.53 | 6610.5 | -0.96822 | 36.4682 |
23 | 6691 | 6643.57 | 6641.37 | 2.19382 | 47.4312 |
24 | 6717 | 6668.34 | 6669.79 | -1.45433 | 48.6627 |
25 | 6719 | 6694.82 | 6696.29 | -1.46822 | 24.1766 |
26 | 6746 | 6720.53 | 6717.92 | 2.6128 | 25.4705 |
27 | 6740 | 6734.12 | 6736.17 | -2.04345 | 5.87678 |
28 | 6748 | 6754.11 | 6753.17 | 0.940924 | -6.10759 |
29 | 6753 | 6775.44 | 6768.17 | 7.27426 | -22.4409 |
30 | 6782 | 6782.24 | 6780.96 | 1.28467 | -0.243007 |
31 | 6788 | 6792.84 | 6793.33 | -0.495997 | -4.83734 |
32 | 6794 | 6805.34 | 6806.5 | -1.16266 | -11.3373 |
33 | 6816 | 6815.79 | 6822.5 | -6.71359 | 0.21359 |
34 | 6842 | 6841.2 | 6842.17 | -0.96822 | 0.801553 |
35 | 6855 | 6864.9 | 6862.71 | 2.19382 | -9.90215 |
36 | 6860 | 6880.55 | 6882 | -1.45433 | -20.5457 |
37 | 6873 | 6899.32 | 6900.79 | -1.46822 | -26.3234 |
38 | 6908 | 6921.57 | 6918.96 | 2.6128 | -13.5711 |
39 | 6962 | 6932.25 | 6934.29 | -2.04345 | 29.7518 |
40 | 6998 | 6948.36 | 6947.42 | 0.940924 | 49.6424 |
41 | 6996 | 6965.94 | 6958.67 | 7.27426 | 30.0591 |
42 | 7002 | 6968.12 | 6966.83 | 1.28467 | 33.882 |
43 | 7019 | 6973.8 | 6974.29 | -0.495997 | 45.2043 |
44 | 6999 | 6980.59 | 6981.75 | -1.16266 | 18.4127 |
45 | 6979 | 6980.49 | 6987.21 | -6.71359 | -1.49474 |
46 | 6994 | 6989.82 | 6990.79 | -0.96822 | 4.17655 |
47 | 6973 | 6997.57 | 6995.37 | 2.19382 | -24.5688 |
48 | 6938 | 7000.63 | 7002.08 | -1.45433 | -62.629 |
49 | 6974 | 7006.78 | 7008.25 | -1.46822 | -32.7818 |
50 | 6986 | 7016.57 | 7013.96 | 2.6128 | -30.5711 |
51 | 7015 | 7020.08 | 7022.12 | -2.04345 | -5.08155 |
52 | 7031 | 7035.23 | 7034.29 | 0.940924 | -4.23259 |
53 | 7073 | 7057.77 | 7050.5 | 7.27426 | 15.2257 |
54 | 7086 | 7073.62 | 7072.33 | 1.28467 | 12.382 |
55 | 7083 | 7096.34 | 7096.83 | -0.495997 | -13.3373 |
56 | 7072 | 7120.05 | 7121.21 | -1.16266 | -48.0457 |
57 | 7102 | 7138.95 | 7145.67 | -6.71359 | -36.9531 |
58 | 7163 | 7168.45 | 7169.42 | -0.96822 | -5.44845 |
59 | 7193 | 7194.28 | 7192.08 | 2.19382 | -1.27715 |
60 | 7242 | 7213.09 | 7214.54 | -1.45433 | 28.9127 |
61 | 7258 | 7236.87 | 7238.33 | -1.46822 | 21.1349 |
62 | 7287 | 7267.57 | 7264.96 | 2.6128 | 19.4289 |
63 | 7301 | 7291.29 | 7293.33 | -2.04345 | 9.71012 |
64 | 7315 | 7319.65 | 7318.71 | 0.940924 | -4.64926 |
65 | 7333 | 7348.36 | 7341.08 | 7.27426 | -15.3576 |
66 | 7365 | 7364.49 | 7363.21 | 1.28467 | 0.506993 |
67 | 7375 | 7386.46 | 7386.96 | -0.495997 | -11.4623 |
68 | 7419 | 7411.09 | 7412.25 | -1.16266 | 7.91266 |
69 | 7436 | 7431.12 | 7437.83 | -6.71359 | 4.88026 |
70 | 7438 | 7462.53 | 7463.5 | -0.96822 | -24.5318 |
71 | 7455 | 7492.32 | 7490.12 | 2.19382 | -37.3188 |
72 | 7511 | 7516.09 | 7517.54 | -1.45433 | -5.08734 |
73 | 7559 | 7544.91 | 7546.38 | -1.46822 | 14.0932 |
74 | 7593 | 7578.7 | 7576.08 | 2.6128 | 14.3039 |
75 | 7609 | 7601.33 | 7603.38 | -2.04345 | 7.66845 |
76 | 7623 | 7632.11 | 7631.17 | 0.940924 | -9.10759 |
77 | 7664 | 7669.57 | 7662.29 | 7.27426 | -5.56592 |
78 | 7692 | 7693.28 | 7692 | 1.28467 | -1.28467 |
79 | 7740 | 7716.38 | 7716.87 | -0.495997 | 23.621 |
80 | 7767 | 7736.38 | 7737.54 | -1.16266 | 30.621 |
81 | 7743 | 7749.41 | 7756.12 | -6.71359 | -6.41141 |
82 | 7798 | 7774.24 | 7775.21 | -0.96822 | 23.7599 |
83 | 7842 | 7797.65 | 7795.46 | 2.19382 | 44.3478 |
84 | 7837 | 7813.05 | 7814.5 | -1.45433 | 23.9543 |
85 | 7830 | 7829.78 | 7831.25 | -1.46822 | 0.21822 |
86 | 7818 | 7849.28 | 7846.67 | 2.6128 | -31.2795 |
87 | 7830 | 7859.96 | 7862 | -2.04345 | -29.9565 |
88 | 7860 | 7876.44 | 7875.5 | 0.940924 | -16.4409 |
89 | 7913 | 7892.48 | 7885.21 | 7.27426 | 20.5174 |
90 | 7900 | 7893.58 | 7892.29 | 1.28467 | 6.42366 |
91 | 7934 | 7900.13 | 7900.62 | -0.495997 | 33.871 |
92 | 7943 | 7910.38 | 7911.54 | -1.16266 | 32.621 |
93 | 7935 | 7912.62 | 7919.33 | -6.71359 | 22.3803 |
94 | 7930 | 7921.41 | 7922.38 | -0.96822 | 8.59322 |
95 | 7943 | 7922.78 | 7920.58 | 2.19382 | 20.2228 |
96 | 7906 | 7913.84 | 7915.29 | -1.45433 | -7.83734 |
97 | 7961 | 7906.66 | 7908.12 | -1.46822 | 54.3432 |
98 | 7949 | 7901.45 | 7898.83 | 2.6128 | 47.5539 |
99 | 7886 | 7888.37 | 7890.42 | -2.04345 | -2.37322 |
100 | 7877 | 7885.02 | 7884.08 | 0.940924 | -8.02426 |
101 | 7853 | 7885.23 | 7877.96 | 7.27426 | -32.2326 |
102 | 7833 | 7875.41 | 7874.13 | 1.28467 | -42.4097 |
103 | 7829 | 7869.17 | 7869.67 | -0.495997 | -40.1707 |
104 | 7825 | 7861.25 | 7862.42 | -1.16266 | -36.254 |
105 | 7851 | 7851.74 | 7858.46 | -6.71359 | -0.744743 |
106 | 7862 | 7857.45 | 7858.42 | -0.96822 | 4.55155 |
107 | 7864 | 7862.15 | 7859.96 | 2.19382 | 1.84785 |
108 | 7893 | 7862.42 | 7863.88 | -1.45433 | 30.5793 |
109 | 7867 | 7869.57 | 7871.04 | -1.46822 | -2.57345 |
110 | 7869 | NA | NA | 2.6128 | NA |
111 | 7871 | NA | NA | -2.04345 | NA |
112 | 7891 | NA | NA | 0.940924 | NA |
113 | 7876 | NA | NA | 7.27426 | NA |
114 | 7904 | NA | NA | 1.28467 | NA |
115 | 7930 | NA | NA | -0.495997 | NA |