Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	2341	NA	NA	1.00353	NA
2	2115	NA	NA	0.927095	NA
3	2402	NA	NA	0.985446	NA
4	2180	NA	NA	0.954293	NA
5	2453	NA	NA	0.986477	NA
6	2507	NA	NA	0.978548	NA
7	2679	2599.72	2470.58	1.05227	1.0305
8	2622	2646.41	2492.38	1.0618	0.990775
9	2618	2638.96	2512.92	1.05016	0.992056
10	2648	2622.34	2533.71	1.03498	1.00978
11	2523	2493.4	2553.21	0.976575	1.01187
12	2473	2532.33	2560.96	0.988821	0.976571
13	2513	2574.69	2565.62	1.00353	0.976041
14	2466	2390.9	2578.92	0.927095	1.03141
15	2544	2562.53	2600.38	0.985446	0.992769
16	2537	2502.08	2621.92	0.954293	1.01396
17	2564	2608.37	2644.12	0.986477	0.98299
18	2582	2611.34	2668.58	0.978548	0.988766
19	2716	2841.39	2700.25	1.05227	0.955871
20	2904	2899.83	2731.04	1.0618	1.00144
21	2851	2901.98	2763.37	1.05016	0.982431
22	2932	2899.59	2801.58	1.03498	1.01118
23	2772	2777.5	2844.12	0.976575	0.998019
24	2811	2852.13	2884.38	0.988821	0.985579
25	2935	2935.29	2924.96	1.00353	0.999902
26	2783	2746.6	2962.58	0.927095	1.01325
27	3003	2949.56	2993.12	0.985446	1.01812
28	2995	2884.03	3022.17	0.954293	1.03848
29	3127	2996.92	3038	0.986477	1.04341
30	2985	2991.13	3056.71	0.978548	0.997949
31	3287	3251.2	3089.71	1.05227	1.01101
32	3236	3310.75	3118.04	1.0618	0.977422
33	3252	3299.82	3142.21	1.05016	0.985508
34	3228	3277.27	3166.5	1.03498	0.984967
35	2856	3110.51	3185.12	0.976575	0.918176
36	3176	3167.81	3203.62	0.988821	1.00259
37	3362	3238.48	3227.08	1.00353	1.03814
38	3036	3022.02	3259.67	0.927095	1.00463
39	3330	3258.3	3306.42	0.985446	1.02201
40	3251	3201.69	3355.04	0.954293	1.0154
41	3318	3354.35	3400.33	0.986477	0.989163
42	3238	3364.9	3438.67	0.978548	0.962287
43	3597	3639.05	3458.29	1.05227	0.988444
44	3708	3696.05	3480.92	1.0618	1.00323
45	3902	3695.6	3519.08	1.05016	1.05585
46	3745	3682.68	3558.21	1.03498	1.01692
47	3426	3501.1	3585.08	0.976575	0.978548
48	3526	3576.98	3617.42	0.988821	0.985749
49	3483	3670.96	3658.04	1.00353	0.948798
50	3458	3423.3	3692.5	0.927095	1.01014
51	3824	3661.88	3715.96	0.985446	1.04427
52	3696	3558.24	3728.67	0.954293	1.03872
53	3518	3698.96	3749.67	0.986477	0.951078
54	3814	3700.34	3781.46	0.978548	1.03072
55	3996	4027.6	3827.54	1.05227	0.992154
56	4136	4123.12	3883.12	1.0618	1.00312
57	4037	4123.19	3926.25	1.05016	0.979097
58	3915	4093.78	3955.42	1.03498	0.956328
59	3760	3904.96	3998.62	0.976575	0.962878
60	3955	3992.24	4037.37	0.988821	0.990672
61	4160	4077.56	4063.21	1.00353	1.02022
62	4115	3802.29	4101.29	0.927095	1.08224
63	4202	4081.14	4141.42	0.985446	1.02961
64	4018	3988.63	4179.67	0.954293	1.00736
65	4233	4168.28	4225.42	0.986477	1.01553
66	4029	4181.7	4273.38	0.978548	0.963484
67	4401	4539.31	4313.83	1.05227	0.96953
68	4645	4602.52	4334.62	1.0618	1.00923
69	4491	4559.53	4341.75	1.05016	0.98497
70	4379	4507	4354.67	1.03498	0.9716
71	4394	4276.51	4379.08	0.976575	1.02747
72	4472	4367.83	4417.21	0.988821	1.02385
73	4614	4475.96	4460.21	1.00353	1.03084
74	4160	4160.07	4487.21	0.927095	0.999983
75	4328	4435.7	4501.21	0.985446	0.97572
76	4202	4325.05	4532.21	0.954293	0.971549
77	4635	4505.69	4567.46	0.986477	1.0287
78	4542	4487.95	4586.33	0.978548	1.01204
79	4920	4843.72	4603.12	1.05227	1.01575
80	4774	4908.59	4622.88	1.0618	0.972581
81	4698	4884.86	4651.54	1.05016	0.961747
82	4916	4844.36	4680.62	1.03498	1.01479
83	4703	4582.13	4692.04	0.976575	1.02638
84	4616	4645.97	4698.5	0.988821	0.993548
85	4873	4732.28	4715.62	1.00353	1.02974
86	4375	4399.07	4745	0.927095	0.994529
87	4801	4712.2	4781.79	0.985446	1.01884
88	4427	4596.35	4816.5	0.954293	0.963155
89	4684	4771.34	4836.75	0.986477	0.981694
90	4648	4755.5	4859.75	0.978548	0.977395
91	5225	5147.26	4891.58	1.05227	1.0151
92	5174	5221.82	4917.88	1.0618	0.990842
93	5181	5186.26	4938.54	1.05016	0.998987
94	5266	5144.33	4970.46	1.03498	1.02365
95	4839	4887.43	5004.67	0.976575	0.99009
96	5032	4972.04	5028.25	0.988821	1.01206
97	5221	5064.32	5046.5	1.00353	1.03094
98	4658	4694.89	5064.08	0.927095	0.992143
99	5014	5010.83	5084.83	0.985446	1.00063
100	4980	4867.77	5100.92	0.954293	1.02306
101	4952	5045.34	5114.5	0.986477	0.9815
102	4946	5010.61	5120.46	0.978548	0.987105
103	5365	5388.76	5121.08	1.05227	0.995592
104	5456	5445.06	5128.12	1.0618	1.00201
105	5397	5396.9	5139.13	1.05016	1.00002
106	5436	5324.16	5144.21	1.03498	1.02101
107	4995	5023.63	5144.12	0.976575	0.994302
108	5019	5099.72	5157.37	0.988821	0.984172
109	5249	5199.26	5180.96	1.00353	1.00957
110	4799	4817.26	5196.08	0.927095	0.996208
111	5137	5125.47	5201.17	0.985446	1.00225
112	4979	4961.17	5198.79	0.954293	1.00359
113	4951	5136.46	5206.88	0.986477	0.963893
114	5265	5122.7	5235	0.978548	1.02778
115	5612	5529.01	5254.38	1.05227	1.01501
116	5572	5590.57	5265.17	1.0618	0.996678
117	5403	5545.41	5280.54	1.05016	0.974319
118	5373	5487.38	5301.92	1.03498	0.979155
119	5252	5210.4	5335.38	0.976575	1.00798
120	5437	5299.54	5359.46	0.988821	1.02594
121	5296	5388.55	5369.58	1.00353	0.982825
122	5011	4995.04	5387.83	0.927095	1.0032
123	5294	5335.74	5414.54	0.985446	0.992177
124	5335	5189.6	5438.17	0.954293	1.02802
125	5398	5380.25	5454	0.986477	1.0033
126	5396	5344.3	5461.46	0.978548	1.00967
127	5724	5765.91	5479.5	1.05227	0.992732
128	5898	5844.48	5504.29	1.0618	1.00916
129	5718	5802.92	5525.75	1.05016	0.985366
130	5625	5725.56	5532.04	1.03498	0.982437
131	5380	5405.34	5535	0.976575	0.995311
132	5488	5487.83	5549.87	0.988821	1.00003
133	5678	5578.97	5559.33	1.00353	1.01775
134	5224	5164.85	5571	0.927095	1.01145
135	5596	5516.41	5597.88	0.985446	1.01443
136	5184	5379.55	5637.21	0.954293	0.96365
137	5620	5598.79	5675.54	0.986477	1.00379
138	5531	5581.72	5704.08	0.978548	0.990914
139	5816	6019.55	5720.54	1.05227	0.966186
140	6086	6083.52	5729.42	1.0618	1.00041
141	6175	6032.33	5744.21	1.05016	1.02365
142	6112	5974.9	5772.96	1.03498	1.02295
143	5813	5663.36	5799.21	0.976575	1.02642
144	5740	5750.86	5815.88	0.988821	0.998112
145	5821	5866.27	5845.62	1.00353	0.992283
146	5294	5452.56	5881.33	0.927095	0.970921
147	5881	5819.1	5905.04	0.985446	1.01064
148	5589	5655.58	5926.46	0.954293	0.988228
149	5845	5859.43	5939.75	0.986477	0.997538
150	5706	5824.97	5952.67	0.978548	0.979576
151	6355	6287.39	5975.08	1.05227	1.01075
152	6404	6378.96	6007.67	1.0618	1.00392
153	6426	6336.49	6033.83	1.05016	1.01413
154	6375	6266.85	6055.04	1.03498	1.01726
155	5869	5945.31	6087.92	0.976575	0.987165
156	5994	6057.43	6125.92	0.988821	0.989528
157	6105	6191.2	6169.42	1.00353	0.986076
158	5792	5756.41	6209.08	0.927095	1.00618
159	6011	6154.89	6245.79	0.985446	0.976621
160	5968	5987.83	6274.62	0.954293	0.996688
161	6255	6211.97	6297.12	0.986477	1.00693
162	6208	6191.84	6327.58	0.978548	1.00261
163	6897	6695.8	6363.21	1.05227	1.03005
164	6814	6778.29	6383.75	1.0618	1.00527
165	6897	6729.95	6408.5	1.05016	1.02482
166	6596	6675.8	6450.17	1.03498	0.988046
167	6188	6331.5	6483.37	0.976575	0.977335
168	6406	6442.95	6515.79	0.988821	0.994265
169	6548	6569.87	6546.75	1.00353	0.996671
170	5842	6093.41	6572.58	0.927095	0.95874
171	6555	6499.51	6595.5	0.985446	1.00854
172	6424	6310.66	6612.92	0.954293	1.01796
173	6596	6547.62	6637.37	0.986477	1.00739
174	6645	6519.04	6661.96	0.978548	1.01932
175	7203	6999.52	6651.83	1.05227	1.02907
176	7128	7033.83	6624.42	1.0618	1.01339
177	7133	6925.41	6594.62	1.05016	1.02998
178	6778	6785.38	6556.04	1.03498	0.998912
179	6593	6366.17	6518.88	0.976575	1.03563
180	6591	6413.33	6485.83	0.988821	1.0277
181	6120	6468.72	6445.96	1.00353	0.946091
182	5612	5933.41	6400	0.927095	0.94583
183	6070	6269.82	6362.42	0.985446	0.96813
184	5983	6047.08	6336.71	0.954293	0.989404
185	6145	6238.32	6323.83	0.986477	0.985041
186	6303	6180.55	6316.04	0.978548	1.01981
187	6588	6653.36	6322.87	1.05227	0.990176
188	6640	6734.76	6342.75	1.0618	0.98593
189	6719	6666.85	6348.42	1.05016	1.00782
190	6575	6561.91	6340.12	1.03498	1.00199
191	6487	6192.87	6341.42	0.976575	1.04749
192	6510	6277.65	6348.62	0.988821	1.03701
193	6365	6373.09	6350.67	1.00353	0.99873
194	5844	5894.28	6357.79	0.927095	0.99147
195	5974	6264.07	6356.58	0.985446	0.953693
196	5880	6050.3	6340.08	0.954293	0.971853
197	6279	6227.01	6312.38	0.986477	1.00835
198	6342	6145.08	6279.79	0.978548	1.03205
199	6598	6585.05	6257.96	1.05227	1.00197
200	6801	6636.81	6250.5	1.0618	1.02474
201	6529	6574.78	6260.75	1.05016	0.993036
202	6369	6490.19	6270.83	1.03498	0.981326
203	6028	6132.12	6279.21	0.976575	0.98302
204	6187	6205.06	6275.21	0.988821	0.99709
205	6164	6281.44	6259.33	1.00353	0.981304
206	5866	5794.31	6249.96	0.927095	1.01237
207	6198	6154.97	6245.88	0.985446	1.00699
208	5898	5967.11	6252.92	0.954293	0.988418
209	6462	6181.76	6266.5	0.986477	1.04533
210	6063	6128.93	6263.29	0.978548	0.989243
211	6496	6583.87	6256.83	1.05227	0.986654
212	6678	6635.57	6249.33	1.0618	1.00639
213	6554	6535.97	6223.79	1.05016	1.00276
214	6513	6421.54	6204.5	1.03498	1.01424
215	6210	6038.25	6183.08	0.976575	1.02844
216	5928	6098.26	6167.21	0.988821	0.97208
217	6268	6202.08	6180.25	1.00353	1.01063
218	5582	5743.7	6195.38	0.927095	0.971847
219	5869	6106.52	6196.71	0.985446	0.961103
220	5764	5899.36	6181.92	0.954293	0.977055
221	6082	6076.37	6159.67	0.986477	1.00093
222	6062	6026.92	6159.04	0.978548	1.00582
223	6810	NA	NA	1.05227	NA
224	6727	NA	NA	1.0618	NA
225	6537	NA	NA	1.05016	NA
226	6175	NA	NA	1.03498	NA
227	6014	NA	NA	0.976575	NA
228	6109	NA	NA	0.988821	NA