Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 13132.1 | NA | NA | -2010.92994791667 | NA |
2 | 17665.9 | NA | NA | 1332.96796875 | NA |
3 | 16913 | NA | NA | 1284.24921875000 | NA |
4 | 17318.8 | NA | NA | 532.475260416667 | NA |
5 | 16224.2 | NA | NA | -2206.14765625000 | NA |
6 | 15469.6 | NA | NA | -577.237239583333 | NA |
7 | 16557.5 | 16455.31171875 | 16777.9458333333 | -322.634114583333 | 102.188281250001 |
8 | 19414.8 | 18678.0794270833 | 16904.8291666667 | 1773.25026041667 | 736.720572916664 |
9 | 17335 | 16704.28359375 | 16970.0875 | -265.80390625 | 630.716406250001 |
10 | 16525.2 | 16764.53359375 | 17065.125 | -300.591406249999 | -239.333593749998 |
11 | 18160.4 | 18845.8763020833 | 17173.1833333333 | 1672.69296875000 | -685.476302083334 |
12 | 15553.8 | 16388.3419270833 | 17300.6333333333 | -912.29140625 | -834.541927083334 |
13 | 15262.2 | 15423.2908854167 | 17434.2208333333 | -2010.92994791667 | -161.090885416666 |
14 | 18581 | 18871.68046875 | 17538.7125 | 1332.96796875 | -290.680468749997 |
15 | 17564.1 | 18877.94921875 | 17593.7 | 1284.24921875000 | -1313.84921875 |
16 | 18948.6 | 18225.4169270833 | 17692.9416666667 | 532.475260416667 | 723.183072916665 |
17 | 17187.8 | 15688.0940104167 | 17894.2416666667 | -2206.14765625000 | 1499.70598958333 |
18 | 17564.8 | 17479.53359375 | 18056.7708333333 | -577.237239583333 | 85.2664062500007 |
19 | 17668.4 | 17865.8533854167 | 18188.4875 | -322.634114583333 | -197.453385416666 |
20 | 20811.7 | 20100.34609375 | 18327.0958333333 | 1773.25026041667 | 711.353906250002 |
21 | 17257.8 | 18236.6419270833 | 18502.4458333333 | -265.80390625 | -978.841927083336 |
22 | 18984.2 | 18346.3044270833 | 18646.8958333333 | -300.591406249999 | 637.895572916666 |
23 | 20532.6 | 20351.9513020833 | 18679.2583333333 | 1672.69296875000 | 180.648697916669 |
24 | 17082.3 | 17846.2377604167 | 18758.5291666667 | -912.29140625 | -763.937760416666 |
25 | 16894.9 | 16890.6700520833 | 18901.6 | -2010.92994791667 | 4.22994791666861 |
26 | 20274.9 | 20327.6888020833 | 18994.7208333333 | 1332.96796875 | -52.7888020833343 |
27 | 20078.6 | 20381.36171875 | 19097.1125 | 1284.24921875000 | -302.76171875 |
28 | 19900.9 | 19732.3919270833 | 19199.9166666667 | 532.475260416667 | 168.508072916666 |
29 | 17012.2 | 17069.80234375 | 19275.95 | -2206.14765625000 | -57.6023437499971 |
30 | 19642.9 | 18834.5502604167 | 19411.7875 | -577.237239583333 | 808.349739583336 |
31 | 19024 | 19248.1075520833 | 19570.7416666667 | -322.634114583333 | -224.107552083336 |
32 | 21691 | 21425.4419270833 | 19652.1916666667 | 1773.25026041667 | 265.558072916665 |
33 | 18835.9 | 19496.9752604167 | 19762.7791666667 | -265.80390625 | -661.075260416666 |
34 | 19873.4 | 19622.9294270833 | 19923.5208333333 | -300.591406249999 | 250.470572916664 |
35 | 21468.2 | 21686.6596354167 | 20013.9666666667 | 1672.69296875000 | -218.459635416668 |
36 | 19406.8 | 19184.35859375 | 20096.65 | -912.29140625 | 222.44140625 |
37 | 18385.3 | 18240.2533854167 | 20251.1833333333 | -2010.92994791667 | 145.046614583331 |
38 | 20739.3 | 21664.5263020833 | 20331.5583333333 | 1332.96796875 | -925.226302083334 |
39 | 22268.3 | 21741.2783854167 | 20457.0291666667 | 1284.24921875000 | 527.021614583333 |
40 | 21569 | 21145.6044270833 | 20613.1291666667 | 532.475260416667 | 423.395572916666 |
41 | 17514.8 | 18508.4731770833 | 20714.6208333333 | -2206.14765625000 | -993.673177083336 |
42 | 21124.7 | 20298.07109375 | 20875.3083333333 | -577.237239583333 | 826.62890625 |
43 | 21251 | 20630.19921875 | 20952.8333333333 | -322.634114583333 | 620.80078125 |
44 | 21393 | 22805.2044270833 | 21031.9541666667 | 1773.25026041667 | -1412.20442708334 |
45 | 22145.2 | 20834.57109375 | 21100.375 | -265.80390625 | 1310.62890625 |
46 | 20310.5 | 20658.1044270833 | 20958.6958333333 | -300.591406249999 | -347.604427083334 |
47 | 23466.9 | 22442.1846354167 | 20769.4916666667 | 1672.69296875000 | 1024.71536458334 |
48 | 21264.6 | 19587.13359375 | 20499.425 | -912.29140625 | 1677.46640624999 |
49 | 18388.1 | 18074.8575520833 | 20085.7875 | -2010.92994791667 | 313.242447916666 |
50 | 22635.4 | 21065.2763020833 | 19732.3083333333 | 1332.96796875 | 1570.12369791667 |
51 | 22014.3 | 20623.2825520833 | 19339.0333333333 | 1284.24921875000 | 1391.01744791667 |
52 | 18422.7 | 19436.35859375 | 18903.8833333333 | 532.475260416667 | -1013.65859375000 |
53 | 16120.2 | 16267.20234375 | 18473.35 | -2206.14765625000 | -147.002343749995 |
54 | 16037.7 | 17456.5169270833 | 18033.7541666667 | -577.237239583333 | -1418.81692708333 |
55 | 16410.7 | NA | NA | -322.634114583333 | NA |
56 | 17749.8 | NA | NA | 1773.25026041667 | NA |
57 | 16349.8 | NA | NA | -265.80390625 | NA |
58 | 15662.3 | NA | NA | -300.591406249999 | NA |
59 | 17782.3 | NA | NA | 1672.69296875000 | NA |
60 | 16398.9 | NA | NA | -912.29140625 | NA |