Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 42364 | NA | NA | 1469.93 | NA |
2 | 42206 | NA | NA | 92.9907 | NA |
3 | 42046 | NA | NA | -106.625 | NA |
4 | 41715 | NA | NA | 199.727 | NA |
5 | 44991 | NA | NA | 2486.29 | NA |
6 | 44818 | NA | NA | 1949.03 | NA |
7 | 42364 | 41886.4 | 42101.9 | -215.426 | 477.551 |
8 | 40733 | 40109.1 | 42067.5 | -1958.45 | 623.907 |
9 | 40891 | 41897.2 | 42033.3 | -136.181 | -1006.15 |
10 | 40891 | 38355.1 | 41972.1 | -3616.97 | 2535.89 |
11 | 41067 | 41181.9 | 41931.2 | -749.218 | -114.949 |
12 | 41382 | 42550.3 | 41965.4 | 584.907 | -1168.32 |
13 | 41873 | 43565.3 | 42095.3 | 1469.93 | -1692.26 |
14 | 41873 | 42351.9 | 42259 | 92.9907 | -478.949 |
15 | 41558 | 42322.6 | 42429.2 | -106.625 | -764.583 |
16 | 40733 | 42772.1 | 42572.4 | 199.727 | -2039.14 |
17 | 44991 | 45160.9 | 42674.6 | 2486.29 | -169.912 |
18 | 45640 | 44746.3 | 42797.3 | 1949.03 | 893.681 |
19 | 44660 | 42697.9 | 42913.4 | -215.426 | 1962.05 |
20 | 42364 | 41030.1 | 42988.5 | -1958.45 | 1333.91 |
21 | 43346 | 42913.7 | 43049.8 | -136.181 | 432.347 |
22 | 41873 | 39500.7 | 43117.7 | -3616.97 | 2372.26 |
23 | 42538 | 42395.5 | 43144.8 | -749.218 | 142.468 |
24 | 42855 | 43750.1 | 43165.2 | 584.907 | -895.116 |
25 | 43186 | 44676.1 | 43206.1 | 1469.93 | -1490.06 |
26 | 42364 | 43360.5 | 43267.5 | 92.9907 | -996.491 |
27 | 42538 | 43283.6 | 43390.2 | -106.625 | -745.583 |
28 | 41382 | 43726.4 | 43526.7 | 199.727 | -2344.44 |
29 | 44991 | 46176.6 | 43690.3 | 2486.29 | -1185.58 |
30 | 46131 | 45837.2 | 43888.2 | 1949.03 | 293.806 |
31 | 45151 | 43857.4 | 44072.8 | -215.426 | 1293.59 |
32 | 43346 | 42264.8 | 44223.2 | -1958.45 | 1081.2 |
33 | 45309 | 44271.1 | 44407.2 | -136.181 | 1037.93 |
34 | 43186 | 41090.4 | 44707.3 | -3616.97 | 2095.64 |
35 | 45151 | 44272.1 | 45021.3 | -749.218 | 878.926 |
36 | 44991 | 45817.3 | 45232.4 | 584.907 | -826.282 |
37 | 45482 | 46770.3 | 45300.3 | 1469.93 | -1288.26 |
38 | 43678 | 45413.7 | 45320.7 | 92.9907 | -1735.7 |
39 | 45640 | 45248.2 | 45354.9 | -106.625 | 391.75 |
40 | 45482 | 45568.4 | 45368.7 | 199.727 | -86.3935 |
41 | 48426 | 47848.3 | 45362 | 2486.29 | 577.713 |
42 | 47762 | 47317.6 | 45368.6 | 1949.03 | 444.389 |
43 | 45151 | 45186.9 | 45402.3 | -215.426 | -35.8657 |
44 | 43835 | 43498.6 | 45457.1 | -1958.45 | 336.366 |
45 | 45640 | 45341.4 | 45477.6 | -136.181 | 298.556 |
46 | 43186 | 41860.1 | 45477.1 | -3616.97 | 1325.89 |
47 | 44991 | 44706.9 | 45456.1 | -749.218 | 284.134 |
48 | 45309 | 45938.8 | 45353.9 | 584.907 | -629.782 |
49 | 45973 | 46714.9 | 45245 | 1469.93 | -741.931 |
50 | 44502 | 45222.5 | 45129.5 | 92.9907 | -720.532 |
51 | 45309 | 44880.5 | 44987.1 | -106.625 | 428.5 |
52 | 45800 | 44928.4 | 44728.6 | 199.727 | 871.648 |
53 | 47604 | 46867.3 | 44381 | 2486.29 | 736.671 |
54 | 46131 | 46064.2 | 44115.2 | 1949.03 | 66.8056 |
55 | 44169 | 43715.7 | 43931.1 | -215.426 | 453.343 |
56 | 42046 | 41795.1 | 43753.6 | -1958.45 | 250.866 |
57 | 44011 | 43379.1 | 43515.3 | -136.181 | 631.889 |
58 | 38611 | 39605.9 | 43222.9 | -3616.97 | -994.944 |
59 | 41224 | 42133.2 | 42882.4 | -749.218 | -909.199 |
60 | 42695 | 43092.7 | 42507.8 | 584.907 | -397.699 |
61 | 44169 | 43589.3 | 42119.4 | 1469.93 | 579.694 |
62 | 42046 | 41830.5 | 41737.5 | 92.9907 | 215.468 |
63 | 42046 | 41235.2 | 41341.8 | -106.625 | 810.792 |
64 | 42046 | 41131.9 | 40932.2 | 199.727 | 914.065 |
65 | 43186 | 43043.2 | 40557 | 2486.29 | 142.755 |
66 | 41558 | 42165.1 | 40216.1 | 1949.03 | -607.111 |
67 | 39420 | 39626 | 39841.5 | -215.426 | -206.032 |
68 | 37631 | 37474.1 | 39432.5 | -1958.45 | 156.949 |
69 | 38929 | 38907.2 | 39043.4 | -136.181 | 21.8056 |
70 | 33862 | 35023.5 | 38640.5 | -3616.97 | -1161.49 |
71 | 36967 | 37489 | 38238.2 | -749.218 | -521.991 |
72 | 38771 | 38461.5 | 37876.6 | 584.907 | 309.468 |
73 | 39102 | 38998.8 | 37528.9 | 1469.93 | 103.153 |
74 | 37298 | 37274.3 | 37181.3 | 92.9907 | 23.6759 |
75 | 37455 | 36795 | 36901.6 | -106.625 | 660.042 |
76 | 36967 | 36842.7 | 36643 | 199.727 | 124.315 |
77 | 38611 | 38864 | 36377.7 | 2486.29 | -253.037 |
78 | 37455 | 38095.2 | 36146.1 | 1949.03 | -640.153 |
79 | 35178 | 35684.7 | 35900.1 | -215.426 | -506.657 |
80 | 33531 | 33668.6 | 35627 | -1958.45 | -137.551 |
81 | 36315 | 35116.2 | 35252.4 | -136.181 | 1198.81 |
82 | 30269 | 31186.2 | 34803.2 | -3616.97 | -917.236 |
83 | 34195 | 33624.6 | 34373.8 | -749.218 | 570.384 |
84 | 35984 | 34515.6 | 33930.7 | 584.907 | 1468.38 |
85 | 35984 | 34903.3 | 33433.4 | 1469.93 | 1080.65 |
86 | 33862 | 32974.3 | 32881.3 | 92.9907 | 887.718 |
87 | 31900 | 32181.8 | 32288.4 | -106.625 | -281.75 |
88 | 31742 | 31901.9 | 31702.1 | 199.727 | -159.852 |
89 | 33531 | 33670 | 31183.7 | 2486.29 | -138.995 |
90 | 31900 | 32689.4 | 30740.4 | 1949.03 | -789.403 |
91 | 28798 | 30150.2 | 30365.7 | -215.426 | -1352.24 |
92 | 26660 | 28080.1 | 30038.6 | -1958.45 | -1420.13 |
93 | 28956 | 29575.3 | 29711.5 | -136.181 | -619.319 |
94 | 23558 | 25828.7 | 29445.7 | -3616.97 | -2270.74 |
95 | 28464 | 28457.7 | 29207 | -749.218 | 6.25926 |
96 | 31075 | 29553.1 | 28968.2 | 584.907 | 1521.93 |
97 | 31900 | 30171.5 | 28701.6 | 1469.93 | 1728.49 |
98 | 30096 | 28446.9 | 28353.9 | 92.9907 | 1649.09 |
99 | 27816 | 27866 | 27972.6 | -106.625 | -50 |
100 | 29447 | 27783.7 | 27584 | 199.727 | 1663.27 |
101 | 30096 | 29708.8 | 27222.5 | 2486.29 | 387.171 |
102 | 29604 | 28783.2 | 26834.2 | 1949.03 | 820.806 |
103 | 24696 | 26223.7 | 26439.1 | -215.426 | -1527.66 |
104 | 22418 | 24085.4 | 26043.9 | -1958.45 | -1667.43 |
105 | 24047 | 25484.8 | 25621 | -136.181 | -1437.78 |
106 | 19140 | 21567.2 | 25184.2 | -3616.97 | -2427.19 |
107 | 24207 | 23984.9 | 24734.2 | -749.218 | 222.051 |
108 | 26011 | 24835.5 | 24250.6 | 584.907 | 1175.51 |
109 | 27482 | 25203.4 | 23733.5 | 1469.93 | 2278.61 |
110 | 25029 | 23315.2 | 23222.2 | 92.9907 | 1713.8 |
111 | 22733 | 22624.1 | 22730.7 | -106.625 | 108.917 |
112 | 24047 | 22432.4 | 22232.7 | 199.727 | 1614.61 |
113 | 24696 | 24234.7 | 21748.4 | 2486.29 | 461.296 |
114 | 23398 | 23322.7 | 21373.7 | 1949.03 | 75.2639 |
115 | 18491 | NA | NA | -215.426 | NA |
116 | 16353 | NA | NA | -1958.45 | NA |
117 | 18316 | NA | NA | -136.181 | NA |
118 | 12918 | NA | NA | -3616.97 | NA |
119 | 18807 | NA | NA | -749.218 | NA |
120 | 22418 | NA | NA | 584.907 | NA |