Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 3035 | NA | NA | -35.3566 | NA |
2 | 2552 | NA | NA | 15.6581 | NA |
3 | 2704 | 2589.26 | 2583.62 | 5.63603 | 114.739 |
4 | 2554 | 2357.94 | 2343.88 | 14.0625 | 196.062 |
5 | 2014 | 2073.52 | 2108.88 | -35.3566 | -59.5184 |
6 | 1655 | 1872.91 | 1857.25 | 15.6581 | -217.908 |
7 | 1721 | 1681.89 | 1676.25 | 5.63603 | 39.114 |
8 | 1524 | 1690.44 | 1676.38 | 14.0625 | -166.438 |
9 | 1596 | 1753.14 | 1788.5 | -35.3566 | -157.143 |
10 | 2074 | 1987.41 | 1971.75 | 15.6581 | 86.5919 |
11 | 2199 | 2268.01 | 2262.38 | 5.63603 | -69.011 |
12 | 2512 | 2545.44 | 2531.38 | 14.0625 | -33.4375 |
13 | 2933 | 2690.27 | 2725.62 | -35.3566 | 242.732 |
14 | 2889 | 2831.78 | 2816.12 | 15.6581 | 57.2169 |
15 | 2938 | 2687.01 | 2681.38 | 5.63603 | 250.989 |
16 | 2497 | 2417.19 | 2403.12 | 14.0625 | 79.8125 |
17 | 1870 | 2056.02 | 2091.38 | -35.3566 | -186.018 |
18 | 1726 | 1821.66 | 1806 | 15.6581 | -95.6581 |
19 | 1607 | 1633.39 | 1627.75 | 5.63603 | -26.386 |
20 | 1545 | 1590.19 | 1576.12 | 14.0625 | -45.1875 |
21 | 1396 | 1607.02 | 1642.38 | -35.3566 | -211.018 |
22 | 1787 | 1878.16 | 1862.5 | 15.6581 | -91.1581 |
23 | 2076 | 2203.51 | 2197.88 | 5.63603 | -127.511 |
24 | 2837 | 2648.81 | 2634.75 | 14.0625 | 188.188 |
25 | 2787 | 3000.27 | 3035.62 | -35.3566 | -213.268 |
26 | 3891 | 3085.91 | 3070.25 | 15.6581 | 805.092 |
27 | 3179 | 2828.76 | 2823.12 | 5.63603 | 350.239 |
28 | 2011 | 2404.44 | 2390.38 | 14.0625 | -393.438 |
29 | 1636 | 1854.89 | 1890.25 | -35.3566 | -218.893 |
30 | 1580 | 1605.78 | 1590.12 | 15.6581 | -25.7831 |
31 | 1489 | 1471.89 | 1466.25 | 5.63603 | 17.114 |
32 | 1300 | 1454.44 | 1440.38 | 14.0625 | -154.438 |
33 | 1356 | 1479.64 | 1515 | -35.3566 | -123.643 |
34 | 1653 | 1786.53 | 1770.88 | 15.6581 | -133.533 |
35 | 2013 | 2185.14 | 2179.5 | 5.63603 | -172.136 |
36 | 2823 | 2491.94 | 2477.88 | 14.0625 | 331.062 |
37 | 3102 | 2569.14 | 2604.5 | -35.3566 | 532.857 |
38 | 2294 | 2619.28 | 2603.62 | 15.6581 | -325.283 |
39 | 2385 | 2392.64 | 2387 | 5.63603 | -7.63603 |
40 | 2444 | 2139.31 | 2125.25 | 14.0625 | 304.688 |
41 | 1748 | 1886.52 | 1921.88 | -35.3566 | -138.518 |
42 | 1554 | 1691.28 | 1675.62 | 15.6581 | -137.283 |
43 | 1498 | 1495.64 | 1490 | 5.63603 | 2.36397 |
44 | 1361 | 1455.06 | 1441 | 14.0625 | -94.0625 |
45 | 1346 | 1424.64 | 1460 | -35.3566 | -78.6434 |
46 | 1564 | 1609.91 | 1594.25 | 15.6581 | -45.9081 |
47 | 1640 | 1900.01 | 1894.38 | 5.63603 | -260.011 |
48 | 2293 | 2288.69 | 2274.62 | 14.0625 | 4.3125 |
49 | 2815 | 2565.77 | 2601.12 | -35.3566 | 249.232 |
50 | 3137 | 2706.16 | 2690.5 | 15.6581 | 430.842 |
51 | 2679 | 2537.51 | 2531.88 | 5.63603 | 141.489 |
52 | 1969 | 2239.81 | 2225.75 | 14.0625 | -270.812 |
53 | 1870 | 1858.64 | 1894 | -35.3566 | 11.3566 |
54 | 1633 | 1690.53 | 1674.88 | 15.6581 | -57.5331 |
55 | 1529 | 1541.01 | 1535.38 | 5.63603 | -12.011 |
56 | 1366 | 1477.44 | 1463.38 | 14.0625 | -111.438 |
57 | 1357 | 1420.89 | 1456.25 | -35.3566 | -63.8934 |
58 | 1570 | 1613.28 | 1597.62 | 15.6581 | -43.2831 |
59 | 1535 | 1959.76 | 1954.12 | 5.63603 | -424.761 |
60 | 2491 | 2313.44 | 2299.38 | 14.0625 | 177.562 |
61 | 3084 | 2523.14 | 2558.5 | -35.3566 | 560.857 |
62 | 2605 | 2660.41 | 2644.75 | 15.6581 | -55.4081 |
63 | 2573 | 2433.01 | 2427.38 | 5.63603 | 139.989 |
64 | 2143 | 2129.94 | 2115.88 | 14.0625 | 13.0625 |
65 | 1693 | 1803.89 | 1839.25 | -35.3566 | -110.893 |
66 | 1504 | 1617.28 | 1601.62 | 15.6581 | -113.283 |
67 | 1461 | 1463.64 | 1458 | 5.63603 | -2.63603 |
68 | 1354 | 1425.56 | 1411.5 | 14.0625 | -71.5625 |
69 | 1333 | 1414.64 | 1450 | -35.3566 | -81.6434 |
70 | 1492 | 1575.78 | 1560.12 | 15.6581 | -83.7831 |
71 | 1781 | NA | NA | 5.63603 | NA |
72 | 1915 | NA | NA | 14.0625 | NA |