Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 16198.9 | NA | NA | -815.591782407408 | NA |
2 | 16554.2 | NA | NA | -610.665393518518 | NA |
3 | 19554.2 | NA | NA | 664.852662037038 | NA |
4 | 15903.8 | NA | NA | 66.1221064814794 | NA |
5 | 18003.8 | NA | NA | -102.082060185186 | NA |
6 | 18329.6 | NA | NA | 1315.98877314815 | NA |
7 | 16260.7 | 17743.3748842593 | 17277.9666666667 | 465.408217592592 | -1482.67488425926 |
8 | 14851.9 | 15178.3443287037 | 17354.7416666667 | -2176.39733796296 | -326.444328703703 |
9 | 18174.1 | 18593.1471064815 | 17383.4416666667 | 1209.70543981481 | -419.047106481481 |
10 | 18406.6 | 19116.7137731481 | 17439.925 | 1676.78877314815 | -710.113773148147 |
11 | 18466.5 | 17311.5887731481 | 17507.4541666667 | -195.865393518516 | 1154.91122685185 |
12 | 16016.5 | 16063.8859953704 | 17562.15 | -1498.26400462963 | -47.3859953703686 |
13 | 17428.5 | 16865.6665509259 | 17681.2583333333 | -815.591782407408 | 562.833449074074 |
14 | 17167.2 | 17205.0846064815 | 17815.75 | -610.665393518518 | -37.8846064814825 |
15 | 19630 | 18544.8234953704 | 17879.9708333333 | 664.852662037038 | 1085.17650462963 |
16 | 17183.6 | 18042.2971064815 | 17976.175 | 66.1221064814794 | -858.697106481482 |
17 | 18344.7 | 17982.3971064815 | 18084.4791666667 | -102.082060185186 | 362.302893518518 |
18 | 19301.4 | 19439.8721064815 | 18123.8833333333 | 1315.98877314815 | -138.472106481480 |
19 | 18147.5 | 18663.1790509259 | 18197.7708333333 | 465.408217592592 | -515.679050925926 |
20 | 16192.9 | 16153.0651620370 | 18329.4625 | -2176.39733796296 | 39.8348379629606 |
21 | 18374.4 | 19598.4804398148 | 18388.775 | 1209.70543981481 | -1224.08043981481 |
22 | 20515.2 | 20188.2846064815 | 18511.4958333333 | 1676.78877314815 | 326.915393518517 |
23 | 18957.2 | 18496.6804398148 | 18692.5458333333 | -195.865393518516 | 460.519560185185 |
24 | 16471.5 | 17289.4984953704 | 18787.7625 | -1498.26400462963 | -817.998495370372 |
25 | 18746.8 | 18106.0665509259 | 18921.6583333333 | -815.591782407408 | 640.733449074076 |
26 | 19009.5 | 18388.4054398148 | 18999.0708333333 | -610.665393518518 | 621.094560185185 |
27 | 19211.2 | 19744.5026620370 | 19079.65 | 664.852662037038 | -533.302662037036 |
28 | 20547.7 | 19195.0137731481 | 19128.8916666667 | 66.1221064814794 | 1352.68622685186 |
29 | 19325.8 | 18855.0512731482 | 18957.1333333333 | -102.082060185186 | 470.748726851849 |
30 | 20605.5 | 20047.8887731481 | 18731.9 | 1315.98877314815 | 557.611226851852 |
31 | 20056.9 | 18906.5498842593 | 18441.1416666667 | 465.408217592592 | 1150.35011574074 |
32 | 16141.4 | 15865.0609953704 | 18041.4583333333 | -2176.39733796296 | 276.33900462963 |
33 | 20359.8 | 18891.9221064815 | 17682.2166666667 | 1209.70543981481 | 1467.87789351852 |
34 | 19711.6 | 18940.4846064815 | 17263.6958333333 | 1676.78877314815 | 771.115393518518 |
35 | 15638.6 | 16581.5804398148 | 16777.4458333333 | -195.865393518516 | -942.980439814815 |
36 | 14384.5 | 14843.1276620370 | 16341.3916666667 | -1498.26400462963 | -458.627662037035 |
37 | 13855.6 | 15099.0373842593 | 15914.6291666667 | -815.591782407408 | -1243.43738425926 |
38 | 14308.3 | 14931.3804398148 | 15542.0458333333 | -610.665393518518 | -623.080439814816 |
39 | 15290.6 | 15882.3443287037 | 15217.4916666667 | 664.852662037038 | -591.744328703706 |
40 | 14423.8 | 14957.6596064815 | 14891.5375 | 66.1221064814794 | -533.859606481483 |
41 | 13779.7 | 14652.6221064815 | 14754.7041666667 | -102.082060185186 | -872.92210648148 |
42 | 15686.3 | 16145.3096064815 | 14829.3208333333 | 1315.98877314815 | -459.009606481481 |
43 | 14733.8 | 15408.3415509259 | 14942.9333333333 | 465.408217592592 | -674.541550925927 |
44 | 12522.5 | 12878.5443287037 | 15054.9416666667 | -2176.39733796296 | -356.044328703703 |
45 | 16189.4 | 16473.0679398148 | 15263.3625 | 1209.70543981481 | -283.667939814814 |
46 | 16059.1 | 17197.0012731481 | 15520.2125 | 1676.78877314815 | -1137.90127314815 |
47 | 16007.1 | 15564.5096064815 | 15760.375 | -195.865393518516 | 442.59039351852 |
48 | 15806.8 | 14570.0443287037 | 16068.3083333333 | -1498.26400462963 | 1236.75567129630 |
49 | 15160 | NA | 16364.975 | NA | NA |
50 | 15692.1 | NA | NA | NA | NA |
51 | 18908.9 | NA | NA | NA | NA |
52 | 16969.9 | NA | NA | NA | NA |
53 | 16997.5 | NA | NA | NA | NA |
54 | 19858.9 | NA | NA | NA | NA |
55 | 17681.2 | NA | NA | NA | NA |