Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 36439 | NA | NA | -80.1304 | NA |
2 | 36368 | NA | NA | -772.149 | NA |
3 | 36290 | NA | NA | -382.052 | NA |
4 | 36147 | NA | NA | 1207.95 | NA |
5 | 37615 | NA | NA | 2224.74 | NA |
6 | 37543 | NA | NA | 2093.12 | NA |
7 | 36439 | 36741.5 | 36310.5 | 431.059 | -302.518 |
8 | 35705 | 35968.3 | 36249 | -280.751 | -263.291 |
9 | 35777 | 34965.6 | 36154 | -1188.4 | 811.357 |
10 | 35777 | 34269.8 | 36068.2 | -1798.48 | 1507.23 |
11 | 35848 | 34768.5 | 35982.5 | -1213.94 | 1079.48 |
12 | 35998 | 35634.3 | 35875.3 | -240.978 | 363.686 |
13 | 35998 | 35672.6 | 35752.7 | -80.1304 | 325.422 |
14 | 35335 | 34827.1 | 35599.3 | -772.149 | 507.857 |
15 | 35043 | 35032.9 | 35415 | -382.052 | 10.0517 |
16 | 35335 | 36408 | 35200.1 | 1207.95 | -1073.03 |
17 | 36368 | 37201 | 34976.2 | 2224.74 | -832.99 |
18 | 36218 | 36864 | 34770.8 | 2093.12 | -645.958 |
19 | 34822 | 34999.4 | 34568.4 | 431.059 | -177.434 |
20 | 33640 | 34094.4 | 34375.1 | -280.751 | -454.374 |
21 | 33419 | 32996.5 | 34184.9 | -1188.4 | 422.524 |
22 | 32977 | 32196.1 | 33994.6 | -1798.48 | 780.853 |
23 | 33276 | 32581.2 | 33795.2 | -1213.94 | 694.769 |
24 | 33640 | 33333.4 | 33574.3 | -240.978 | 306.644 |
25 | 33497 | 33260.9 | 33341 | -80.1304 | 236.089 |
26 | 33198 | 32341.8 | 33114 | -772.149 | 856.191 |
27 | 32614 | 32502.1 | 32884.2 | -382.052 | 111.885 |
28 | 33198 | 33834.7 | 32626.8 | 1207.95 | -636.74 |
29 | 33718 | 34572.5 | 32347.8 | 2224.74 | -854.532 |
30 | 33568 | 34149.7 | 32056.6 | 2093.12 | -581.708 |
31 | 31873 | 32181 | 31749.9 | 431.059 | -307.976 |
32 | 31139 | 31147.1 | 31427.8 | -280.751 | -8.08256 |
33 | 30405 | 29935.7 | 31124.1 | -1188.4 | 469.274 |
34 | 29814 | 29065 | 30863.5 | -1798.48 | 749.019 |
35 | 29743 | 29401.1 | 30615 | -1213.94 | 341.936 |
36 | 30184 | 30085.5 | 30326.5 | -240.978 | 98.4776 |
37 | 29593 | 29921.3 | 30001.5 | -80.1304 | -328.328 |
38 | 29372 | 28885.9 | 29658 | -772.149 | 486.149 |
39 | 29151 | 28898.7 | 29280.7 | -382.052 | 252.302 |
40 | 30405 | 30083.8 | 28875.9 | 1207.95 | 321.177 |
41 | 30548 | 30710.8 | 28486.1 | 2224.74 | -162.823 |
42 | 29814 | 30204.6 | 28111.5 | 2093.12 | -390.583 |
43 | 27826 | 28192.6 | 27761.5 | 431.059 | -366.559 |
44 | 26943 | 27149.5 | 27430.2 | -280.751 | -206.499 |
45 | 25547 | 25910.6 | 27099 | -1188.4 | -363.601 |
46 | 24955 | 24972.2 | 26770.7 | -1798.48 | -17.2307 |
47 | 25247 | 25259.4 | 26473.3 | -1213.94 | -12.3557 |
48 | 25689 | 25980.9 | 26221.9 | -240.978 | -291.897 |
49 | 25689 | 25923.9 | 26004 | -80.1304 | -234.87 |
50 | 25326 | 25041.6 | 25813.8 | -772.149 | 284.399 |
51 | 25247 | 25241.4 | 25623.5 | -382.052 | 5.5517 |
52 | 26430 | 26619.8 | 25411.9 | 1207.95 | -189.823 |
53 | 27385 | 27428.3 | 25203.5 | 2224.74 | -43.2816 |
54 | 26943 | 27118.9 | 25025.8 | 2093.12 | -175.916 |
55 | 25468 | 25291.3 | 24860.2 | 431.059 | 176.732 |
56 | 24735 | 24389.2 | 24670 | -280.751 | 345.792 |
57 | 23189 | 23267 | 24455.4 | -1188.4 | -77.9761 |
58 | 22234 | 22445.3 | 24243.7 | -1798.48 | -211.272 |
59 | 22968 | 22814.9 | 24028.8 | -1213.94 | 153.103 |
60 | 23702 | 23573.2 | 23814.2 | -240.978 | 128.769 |
61 | 23702 | 23525.7 | 23605.8 | -80.1304 | 176.297 |
62 | 22747 | 22616.1 | 23388.2 | -772.149 | 130.899 |
63 | 22676 | 22757.7 | 23139.7 | -382.052 | -81.6983 |
64 | 23922 | 24083.8 | 22875.8 | 1207.95 | -161.782 |
65 | 24735 | 24824.5 | 22599.8 | 2224.74 | -89.49 |
66 | 24442 | 24420 | 22326.9 | 2093.12 | 21.9591 |
67 | 22968 | 22509.8 | 22078.7 | 431.059 | 458.232 |
68 | 22013 | 21515.9 | 21796.7 | -280.751 | 497.084 |
69 | 19947 | 20320 | 21508.4 | -1188.4 | -373.018 |
70 | 19142 | 19467.7 | 21266.2 | -1798.48 | -325.731 |
71 | 19434 | 19822.2 | 21036.2 | -1213.94 | -388.231 |
72 | 20688 | 20555.6 | 20796.6 | -240.978 | 132.353 |
73 | 20759 | 20449.4 | 20529.5 | -80.1304 | 309.63 |
74 | 18921 | 19450.4 | 20222.6 | -772.149 | -529.434 |
75 | 19584 | 19533.9 | 19916 | -382.052 | 50.0934 |
76 | 21201 | 20817.3 | 19609.3 | 1207.95 | 383.718 |
77 | 21935 | 21517.9 | 19293.2 | 2224.74 | 417.052 |
78 | 21493 | 21073.2 | 18980 | 2093.12 | 419.834 |
79 | 19506 | 19076.6 | 18645.5 | 431.059 | 429.441 |
80 | 18109 | 18024.3 | 18305 | -280.751 | 84.7091 |
81 | 16492 | 16779.1 | 17967.5 | -1188.4 | -287.143 |
82 | 15238 | 15825.3 | 17623.8 | -1798.48 | -587.314 |
83 | 15751 | 16072.4 | 17286.3 | -1213.94 | -321.356 |
84 | 16855 | 16711.1 | 16952.1 | -240.978 | 143.894 |
85 | 16563 | 16534.7 | 16614.9 | -80.1304 | 28.2554 |
86 | 14946 | 15526.9 | 16299 | -772.149 | -580.893 |
87 | 15459 | 15634.7 | 16016.8 | -382.052 | -175.74 |
88 | 17076 | 16948.7 | 15740.8 | 1207.95 | 127.302 |
89 | 17960 | 17671.3 | 15446.6 | 2224.74 | 288.677 |
90 | 17447 | 17233.4 | 15140.2 | 2093.12 | 213.626 |
91 | 15459 | 15283.1 | 14852 | 431.059 | 175.899 |
92 | 14576 | 14313.4 | 14594.1 | -280.751 | 262.626 |
93 | 13251 | 13147.8 | 14336.2 | -1188.4 | 103.191 |
94 | 11854 | 12277.1 | 14075.6 | -1798.48 | -423.147 |
95 | 12075 | 12592.1 | 13806.1 | -1213.94 | -517.147 |
96 | 13179 | 13267.6 | 13508.6 | -240.978 | -88.6474 |
97 | 13322 | 13091 | 13171.1 | -80.1304 | 231.005 |
98 | 11997 | 12009.5 | 12781.7 | -772.149 | -12.5177 |
99 | 12218 | 11967.1 | 12349.2 | -382.052 | 250.885 |
100 | 14063 | 13084.6 | 11876.6 | 1207.95 | 978.427 |
101 | 14504 | 13625.9 | 11401.1 | 2224.74 | 878.135 |
102 | 13764 | 13021.7 | 10928.6 | 2093.12 | 742.292 |
103 | 11042 | 10862.8 | 10431.7 | 431.059 | 179.232 |
104 | 9646 | 9638.92 | 9919.67 | -280.751 | 7.0841 |
105 | 7801 | 8240.56 | 9428.96 | -1188.4 | -439.559 |
106 | 5963 | 7170.36 | 8968.83 | -1798.48 | -1207.36 |
107 | 6554 | 7319.15 | 8533.08 | -1213.94 | -765.147 |
108 | 7359 | 7887.23 | 8128.21 | -240.978 | -528.231 |
109 | 7217 | 7695.45 | 7775.58 | -80.1304 | -478.453 |
110 | 5813 | 6690.6 | 7462.75 | -772.149 | -877.601 |
111 | 6625 | 6783.28 | 7165.33 | -382.052 | -158.282 |
112 | 8613 | 8097.2 | 6889.25 | 1207.95 | 515.802 |
113 | 9496 | 8831.7 | 6606.96 | 2224.74 | 664.302 |
114 | 9055 | 8393.5 | 6300.38 | 2093.12 | 661.501 |
115 | 7288 | NA | NA | 431.059 | NA |
116 | 5892 | NA | NA | -280.751 | NA |
117 | 4417 | NA | NA | -1188.4 | NA |
118 | 2721 | NA | NA | -1798.48 | NA |
119 | 3021 | NA | NA | -1213.94 | NA |
120 | 3534 | NA | NA | -240.978 | NA |