Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 5119676 | NA | NA | 0.978463 | NA |
2 | 4737614 | NA | NA | 0.955406 | NA |
3 | 5425255 | NA | NA | 1.04592 | NA |
4 | 5195396 | NA | NA | 0.97436 | NA |
5 | 5779583 | NA | NA | 1.0289 | NA |
6 | 6298652 | NA | NA | 0.978922 | NA |
7 | 6175944 | 5390450 | 5185580 | 1.03951 | 1.14572 |
8 | 6217653 | 5359170 | 5035580 | 1.06426 | 1.16019 |
9 | 6086619 | 4941520 | 4879070 | 1.0128 | 1.23173 |
10 | 5060250 | 4746590 | 4718860 | 1.00588 | 1.06608 |
11 | 3950207 | 4448000 | 4553250 | 0.976885 | 0.888086 |
12 | 3096398 | 4088700 | 4355660 | 0.938708 | 0.757307 |
13 | 3287215 | 4062820 | 4152250 | 0.978463 | 0.809096 |
14 | 2970037 | 3786620 | 3963360 | 0.955406 | 0.784351 |
15 | 3436547 | 3948650 | 3775290 | 1.04592 | 0.870309 |
16 | 3339099 | 3544320 | 3637590 | 0.97436 | 0.942099 |
17 | 3661160 | 3698140 | 3594280 | 1.0289 | 0.990001 |
18 | 3675026 | 3573070 | 3650000 | 0.978922 | 1.02854 |
19 | 3917675 | 3917680 | 3768790 | 1.03951 | 0.999998 |
20 | 3942501 | 4147460 | 3897030 | 1.06426 | 0.950583 |
21 | 3848079 | 4088260 | 4036600 | 1.0128 | 0.94125 |
22 | 3993974 | 4206310 | 4181740 | 1.00588 | 0.94952 |
23 | 3977059 | 4215550 | 4315300 | 0.976885 | 0.943426 |
24 | 4406890 | 4165760 | 4437760 | 0.938708 | 1.05788 |
25 | 4827736 | 4465210 | 4563500 | 0.978463 | 1.08119 |
26 | 4507189 | 4470670 | 4679340 | 0.955406 | 1.00817 |
27 | 5249062 | 4985410 | 4766530 | 1.04592 | 1.05288 |
28 | 5009908 | 4736830 | 4861480 | 0.97436 | 1.05765 |
29 | 5195771 | 5120090 | 4976300 | 1.0289 | 1.01478 |
30 | 5079423 | 4998260 | 5105890 | 0.978922 | 1.01624 |
31 | 5531062 | 5447330 | 5240310 | 1.03951 | 1.01537 |
32 | 5109363 | 5706190 | 5361640 | 1.06426 | 0.895408 |
33 | 4773753 | 5574180 | 5503740 | 1.0128 | 0.856405 |
34 | 5347125 | 5666900 | 5633800 | 1.00588 | 0.943571 |
35 | 5379543 | 5624540 | 5757630 | 0.976885 | 0.956441 |
36 | 6114549 | 5553950 | 5916590 | 0.938708 | 1.10094 |
37 | 6346091 | 5913990 | 6044170 | 0.978463 | 1.07306 |
38 | 5900935 | 5908550 | 6184340 | 0.955406 | 0.99871 |
39 | 7265533 | 6671810 | 6378890 | 1.04592 | 1.08899 |
40 | 6115096 | 6383300 | 6551280 | 0.97436 | 0.957983 |
41 | 7062343 | 6917520 | 6723250 | 1.0289 | 1.02094 |
42 | 7027841 | 6713230 | 6857780 | 0.978922 | 1.04686 |
43 | 6644644 | 7213870 | 6939710 | 1.03951 | 0.921092 |
44 | 7359822 | 7550810 | 7094880 | 1.06426 | 0.974707 |
45 | 7192534 | 7357050 | 7264080 | 1.0128 | 0.977638 |
46 | 7065705 | 7463950 | 7420360 | 1.00588 | 0.946644 |
47 | 7788175 | 7396200 | 7571210 | 0.976885 | 1.053 |
48 | 6934803 | 7178590 | 7647310 | 0.938708 | 0.96604 |
49 | 7492202 | 7558460 | 7724830 | 0.978463 | 0.991234 |
50 | 8478866 | 7508730 | 7859200 | 0.955406 | 1.1292 |
51 | 8748316 | 8357240 | 7990320 | 1.04592 | 1.04679 |
52 | 8382956 | 7927680 | 8136300 | 0.97436 | 1.05743 |
53 | 8414863 | 8538660 | 8298870 | 1.0289 | 0.985501 |
54 | 7501787 | 8269300 | 8447360 | 0.978922 | 0.907185 |
55 | 8031203 | 8908150 | 8569600 | 1.03951 | 0.901557 |
56 | 9198243 | 9172070 | 8618260 | 1.06426 | 1.00285 |
57 | 8500998 | 8703650 | 8593660 | 1.0128 | 0.976717 |
58 | 9260617 | 8591170 | 8540990 | 1.00588 | 1.07792 |
59 | 9494903 | 8308540 | 8505130 | 0.976885 | 1.14279 |
60 | 8791918 | 7981260 | 8502390 | 0.938708 | 1.10157 |
61 | 8568871 | 8326110 | 8509380 | 0.978463 | 1.02916 |
62 | 8570003 | 8059750 | 8435930 | 0.955406 | 1.06331 |
63 | 8066695 | 8723000 | 8340030 | 1.04592 | 0.924761 |
64 | 7800532 | 8053590 | 8265520 | 0.97436 | 0.968579 |
65 | 8136832 | 8366760 | 8131790 | 1.0289 | 0.972519 |
66 | 7713840 | 7831960 | 8000600 | 0.978922 | 0.984918 |
67 | 7986953 | NA | NA | 1.03951 | NA |
68 | 7479868 | NA | NA | 1.06426 | NA |
69 | 7917564 | NA | NA | 1.0128 | NA |
70 | 8055845 | NA | NA | 1.00588 | NA |
71 | 7490221 | NA | NA | 0.976885 | NA |
72 | 7648110 | NA | NA | 0.938708 | NA |