Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
147.43NANA-0.00780671NA
247.43NANA-0.0731539NA
347.51NANA-0.0712789NA
447.96NANA-0.0266262NA
547.99NANA0.0930961NA
648.05NANA0.0487211NA
748.0547.949347.9671-0.01773730.100654
848.0147.949348.0521-0.1027370.0606539
94848.040448.1342-0.0937789-0.0403877
1048.0648.248948.18790.0609433-0.18886
1148.2348.343448.22670.116777-0.113443
1248.448.342348.26870.07358220.0576678
1348.448.300148.3079-0.007806710.09989
1448.548.274348.3475-0.07315390.225654
1548.4148.31548.3862-0.07127890.0950289
1648.3548.40348.4296-0.0266262-0.0529572
1748.5348.568548.47540.0930961-0.0385127
1848.5248.559648.51080.0487211-0.0395544
1948.5248.521448.5392-0.0177373-0.0014294
2048.4948.462748.5654-0.1027370.0273206
2148.4548.500848.5946-0.0937789-0.0508044
2248.6548.692248.63130.0609433-0.0421933
2348.7448.795548.67880.116777-0.0555266
2448.7448.812748.73920.0735822-0.0727488
2548.7448.796448.8042-0.00780671-0.05636
2648.7948.798948.8721-0.0731539-0.0089294
2748.8248.878748.95-0.0712789-0.0587211
2848.8249.007549.0342-0.0266262-0.187541
2949.249.208949.11580.0930961-0.0089294
3049.349.246649.19790.04872110.0533623
3149.349.264349.2821-0.01773730.0356539
3249.3449.259349.3621-0.1027370.0806539
3349.4749.359149.4529-0.09377890.110862
3449.6549.623949.56290.06094330.02614
3549.749.792249.67540.116777-0.0921933
3649.7549.856549.78290.0735822-0.106499
3749.7549.879349.8871-0.00780671-0.129277
3849.749.916449.9896-0.0731539-0.216429
3950.0950.01550.0863-0.07127890.0750289
4050.1950.145950.1725-0.02662620.0441262
4150.5350.357350.26420.09309610.172737
4250.5550.417150.36830.04872110.132946
4350.5550.455650.4733-0.01773730.0944039
4450.5550.478950.5817-0.1027370.0710706
4550.5850.587950.6817-0.0937789-0.00788773
4650.6150.833450.77250.0609433-0.223443
4750.9450.968450.85170.116777-0.0284433
4851.0150.990750.91710.07358220.0193345
4951.0150.975150.9829-0.007806710.03489
5051.0450.975651.0488-0.07315390.0644039
5151.1551.047551.1188-0.07127890.102529
5251.3151.18551.2117-0.02662620.124959
5351.3151.403551.31040.0930961-0.0935127
5451.3451.4451.39120.0487211-0.0999711
5551.3451.449351.4671-0.0177373-0.109346
5651.3451.438551.5412-0.102737-0.0985127
5751.4751.517951.6117-0.0937789-0.0478877
5851.9551.741451.68040.06094330.20864
5951.9751.874351.75750.1167770.0957234
6051.9251.917751.84420.07358220.00225116
6151.9251.924751.9325-0.00780671-0.00469329
6251.9151.948152.0212-0.0731539-0.0380961
6351.9752.046252.1175-0.0712789-0.0762211
6452.1452.193452.22-0.0266262-0.0533738
6552.3352.420652.32750.0930961-0.0905961
6652.452.491252.44250.0487211-0.0912211
6752.452.541452.5592-0.0177373-0.141429
6852.4152.572752.6754-0.102737-0.162679
6952.7152.695452.7892-0.09377890.0146123
7053.1752.971852.91080.06094330.198223
7153.3353.157653.04080.1167770.17239
7253.3253.241553.16790.07358220.0785012
7353.3253.285953.2937-0.007806710.0340567
7453.353.348153.4212-0.0731539-0.0480961
7553.3153.469153.5404-0.0712789-0.159138
7653.7253.616753.6433-0.02662620.103293
7753.8753.832753.73960.09309610.0373206
7853.9153.887153.83830.04872110.0229456
7953.91NANA-0.0177373NA
8053.96NANA-0.102737NA
8154.02NANA-0.0937789NA
8254.33NANA0.0609433NA
8354.48NANA0.116777NA
8454.54NANA0.0735822NA