Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 2540.9 | NA | NA | -435.086830357143 | NA |
2 | 2370.3 | NA | NA | 425.647098214286 | NA |
3 | 1807.5 | 2212.05066964286 | 1919.1125 | 292.938169642857 | -404.550669642857 |
4 | 1834.8 | 1315.2390625 | 1598.7375 | -283.4984375 | 519.5609375 |
5 | 786.8 | 1005.00066964286 | 1440.0875 | -435.086830357143 | -218.200669642857 |
6 | 1561.4 | 1772.57209821429 | 1346.925 | 425.647098214286 | -211.172098214286 |
7 | 1347.2 | 1700.11316964286 | 1407.175 | 292.938169642857 | -352.913169642857 |
8 | 1549.8 | 1252.1890625 | 1535.6875 | -283.4984375 | 297.6109375 |
9 | 1553.8 | 1349.67566964286 | 1784.7625 | -435.086830357143 | 204.124330357143 |
10 | 1822.5 | 2431.75959821429 | 2006.1125 | 425.647098214286 | -609.259598214286 |
11 | 3078.7 | 2333.67566964286 | 2040.7375 | 292.938169642857 | 745.024330357143 |
12 | 1589.1 | 1878.9015625 | 2162.4 | -283.4984375 | -289.8015625 |
13 | 1791.5 | 1698.40066964286 | 2133.4875 | -435.086830357143 | 93.0993303571427 |
14 | 2558.1 | 2500.02209821429 | 2074.375 | 425.647098214286 | 58.077901785714 |
15 | 2111.8 | 2461.63816964286 | 2168.7 | 292.938169642857 | -349.838169642857 |
16 | 2083.1 | 1878.4515625 | 2161.95 | -283.4984375 | 204.6484375 |
17 | 2052.1 | 1751.31316964286 | 2186.4 | -435.086830357143 | 300.786830357143 |
18 | 2243.5 | 2659.50959821429 | 2233.8625 | 425.647098214286 | -416.009598214285 |
19 | 2622 | 2355.08816964286 | 2062.15 | 292.938169642857 | 266.911830357143 |
20 | 1952.6 | 1556.5390625 | 1840.0375 | -283.4984375 | 396.0609375 |
21 | 808.9 | 1208.25066964286 | 1643.3375 | -435.086830357143 | -399.350669642857 |
22 | 1709.8 | 1803.12209821429 | 1377.475 | 425.647098214286 | -93.3220982142857 |
23 | 1582.1 | 1572.93816964286 | 1280 | 292.938169642857 | 9.16183035714266 |
24 | 865.6 | 961.1015625 | 1244.6 | -283.4984375 | -95.5015624999999 |
25 | 1116.1 | 831.700669642857 | 1266.7875 | -435.086830357143 | 284.399330357143 |
26 | 1119.4 | 1927.17209821429 | 1501.525 | 425.647098214286 | -807.772098214286 |
27 | 2350 | 2110.76316964286 | 1817.825 | 292.938169642857 | 239.236830357143 |
28 | 1975.6 | 1920.0765625 | 2203.575 | -283.4984375 | 55.5234374999995 |
29 | 2536.5 | 2035.40066964286 | 2470.4875 | -435.086830357143 | 501.099330357143 |
30 | 2785 | 2936.58459821429 | 2510.9375 | 425.647098214286 | -151.584598214286 |
31 | 2819.7 | 2563.33816964286 | 2270.4 | 292.938169642857 | 256.361830357142 |
32 | 1829.5 | 1781.7015625 | 2065.2 | -283.4984375 | 47.7984375000001 |
33 | 758.3 | 1604.97566964286 | 2040.0625 | -435.086830357143 | -846.675669642857 |
34 | 2921.6 | 2431.39709821429 | 2005.75 | 425.647098214286 | 490.202901785714 |
35 | 2482 | 2443.68816964286 | 2150.75 | 292.938169642857 | 38.3118303571428 |
36 | 1892.7 | 1908.0640625 | 2191.5625 | -283.4984375 | -15.3640624999998 |
37 | 1855.1 | 1555.21316964286 | 1990.3 | -435.086830357143 | 299.886830357143 |
38 | 2151.3 | 2279.44709821429 | 1853.8 | 425.647098214286 | -128.147098214286 |
39 | 1642.2 | 2054.08816964286 | 1761.15 | 292.938169642857 | -411.888169642857 |
40 | 1640.5 | 1339.2140625 | 1622.7125 | -283.4984375 | 301.2859375 |
41 | 1366.1 | 1008.08816964286 | 1443.175 | -435.086830357143 | 358.011830357143 |
42 | 1532.8 | 1496.69709821429 | 1071.05 | 425.647098214286 | 36.1029017857143 |
43 | 824.4 | 801.013169642857 | 508.075 | 292.938169642857 | 23.3868303571427 |
44 | -518.7 | -114.7859375 | 168.7125 | -283.4984375 | -403.9140625 |
45 | -978.5 | -260.286830357143 | 174.8 | -435.086830357143 | -718.213169642857 |
46 | 1162.5 | 867.597098214286 | 441.95 | 425.647098214286 | 294.902901785714 |
47 | 1243.4 | 1182.36316964286 | 889.425 | 292.938169642857 | 61.0368303571429 |
48 | 1199.5 | 872.9640625 | 1156.4625 | -283.4984375 | 326.5359375 |
49 | 883.1 | 667.100669642857 | 1102.1875 | -435.086830357143 | 215.999330357143 |
50 | 1437.2 | 1051.54709821429 | 625.9 | 425.647098214286 | 385.652901785714 |
51 | 534.5 | 105.638169642857 | -187.3 | 292.938169642857 | 428.861830357143 |
52 | -1901.9 | -1291.1109375 | -1007.6125 | -283.4984375 | -610.7890625 |
53 | -2521.1 | -2291.11183035714 | -1856.025 | -435.086830357143 | -229.988169642857 |
54 | -1721.1 | -2108.11540178571 | -2533.7625 | 425.647098214286 | 387.015401785714 |
55 | -3094.5 | -2461.31183035714 | -2754.25 | 292.938169642857 | -633.188169642857 |
56 | -3694.8 | -2877.0609375 | -2593.5625 | -283.4984375 | -817.7390625 |
57 | -2492.1 | -2563.03683035714 | -2127.95 | -435.086830357143 | 70.9368303571428 |
58 | -464.6 | -1145.82790178571 | -1571.475 | 425.647098214286 | 681.227901785714 |
59 | -626.1 | NA | NA | 292.938169642857 | NA |
60 | -1711.4 | NA | NA | -283.4984375 | NA |