Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 989236 | NA | NA | -385867.105034722 | NA |
2 | 1008380 | NA | NA | -354089.667534722 | NA |
3 | 1207763 | NA | NA | -121623.844618055 | NA |
4 | 1368839 | NA | NA | 66090.6449652777 | NA |
5 | 1469798 | NA | NA | 142274.874131944 | NA |
6 | 1498721 | NA | NA | 159425.030381944 | NA |
7 | 1761769 | 1754463.58246528 | 1349401.54166667 | 405062.040798611 | 7305.41753472225 |
8 | 1653214 | 1641127.58246528 | 1351776.58333333 | 289350.999131944 | 12086.4175347222 |
9 | 1599104 | 1597071.36371528 | 1355156.41666667 | 241914.947048611 | 2032.63628472225 |
10 | 1421179 | 1439265.91579861 | 1361443.58333333 | 77822.3324652778 | -18086.915798611 |
11 | 1163995 | 1168235.90538194 | 1369075 | -200839.094618056 | -4240.90538194426 |
12 | 1037735 | 1055094.30121528 | 1374615.45833333 | -319521.157118056 | -17359.3012152775 |
13 | 1015407 | 991854.561631944 | 1377721.66666667 | -385867.105034722 | 23552.4383680555 |
14 | 1039210 | 1025017.29079861 | 1379106.95833333 | -354089.667534722 | 14192.7092013888 |
15 | 1258049 | 1259127.15538194 | 1380751 | -121623.844618055 | -1078.15538194426 |
16 | 1469445 | 1450032.76996528 | 1383942.125 | 66090.6449652777 | 19412.2300347222 |
17 | 1552346 | 1529736.37413194 | 1387461.5 | 142274.874131944 | 22609.6258680555 |
18 | 1549144 | 1550114.07204861 | 1390689.04166667 | 159425.030381944 | -970.072048611008 |
19 | 1785895 | 1798384.70746528 | 1393322.66666667 | 405062.040798611 | -12489.7074652775 |
20 | 1662335 | 1684681.95746528 | 1395330.95833333 | 289350.999131944 | -22346.957465278 |
21 | 1629440 | 1641467.78038194 | 1399552.83333333 | 241914.947048611 | -12027.7803819440 |
22 | 1467430 | 1481510.29079861 | 1403687.95833333 | 77822.3324652778 | -14080.290798611 |
23 | 1202209 | 1205423.15538194 | 1406262.25 | -200839.094618056 | -3214.15538194403 |
24 | 1076982 | 1092229.84288194 | 1411751 | -319521.157118056 | -15247.8428819445 |
25 | 1039367 | 1034427.97829861 | 1420295.08333333 | -385867.105034722 | 4939.02170138876 |
26 | 1063449 | 1076588.70746528 | 1430678.375 | -354089.667534722 | -13139.7074652778 |
27 | 1335135 | 1320273.23871528 | 1441897.08333333 | -121623.844618055 | 14861.7612847225 |
28 | 1491602 | 1519971.81163194 | 1453881.16666667 | 66090.6449652777 | -28369.8116319445 |
29 | 1591972 | 1609546.04079861 | 1467271.16666667 | 142274.874131944 | -17574.040798611 |
30 | 1641248 | 1641393.57204861 | 1481968.54166667 | 159425.030381944 | -145.572048611240 |
31 | 1898849 | 1901291.99913194 | 1496229.95833333 | 405062.040798611 | -2442.99913194426 |
32 | 1798580 | 1800679.45746528 | 1511328.45833333 | 289350.999131944 | -2099.45746527775 |
33 | 1762444 | 1767836.11371528 | 1525921.16666667 | 241914.947048611 | -5392.11371527752 |
34 | 1622044 | 1614591.87413194 | 1536769.54166667 | 77822.3324652778 | 7452.12586805574 |
35 | 1368955 | 1345793.40538194 | 1546632.5 | -200839.094618056 | 23161.5946180555 |
36 | 1262973 | 1235486.84288194 | 1555008 | -319521.157118056 | 27486.1571180555 |
37 | 1195650 | 1174620.56163194 | 1560487.66666667 | -385867.105034722 | 21029.4383680557 |
38 | 1269530 | 1209470.49913194 | 1563560.16666667 | -354089.667534722 | 60059.5008680557 |
39 | 1479279 | 1442690.65538194 | 1564314.5 | -121623.844618055 | 36588.3446180557 |
40 | 1607819 | 1628891.85329861 | 1562801.20833333 | 66090.6449652777 | -21072.853298611 |
41 | 1712466 | 1699243.37413194 | 1556968.5 | 142274.874131944 | 13222.6258680555 |
42 | 1721766 | 1707141.61371528 | 1547716.58333333 | 159425.030381944 | 14624.3862847222 |
43 | 1949843 | 1940569.41579861 | 1535507.375 | 405062.040798611 | 9273.584201389 |
44 | 1821326 | 1807319.70746528 | 1517968.70833333 | 289350.999131944 | 14006.2925347222 |
45 | 1757802 | 1740768.44704861 | 1498853.5 | 241914.947048611 | 17033.552951389 |
46 | 1590367 | 1564005.62413194 | 1486183.29166667 | 77822.3324652778 | 26361.3758680557 |
47 | 1260647 | 1274707.23871528 | 1475546.33333333 | -200839.094618056 | -14060.2387152778 |
48 | 1149235 | 1142467.71788194 | 1461988.875 | -319521.157118056 | 6767.2821180555 |
49 | 1016367 | 1064241.60329861 | 1450108.70833333 | -385867.105034722 | -47874.603298611 |
50 | 1027885 | 1087351.20746528 | 1441440.875 | -354089.667534722 | -59466.207465278 |
51 | 1262159 | 1310884.65538194 | 1432508.5 | -121623.844618055 | -48725.6553819445 |
52 | 1520854 | 1489177.26996528 | 1423086.625 | 66090.6449652777 | 31676.7300347222 |
53 | 1544144 | 1560755.91579861 | 1418481.04166667 | 142274.874131944 | -16611.9157986108 |
54 | 1564709 | 1576571.44704861 | 1417146.41666667 | 159425.030381944 | -11862.447048611 |
55 | 1821776 | NA | NA | 405062.040798611 | NA |
56 | 1741365 | NA | NA | 289350.999131944 | NA |
57 | 1623386 | NA | NA | 241914.947048611 | NA |
58 | 1498658 | NA | NA | 77822.3324652778 | NA |
59 | 1241822 | NA | NA | -200839.094618056 | NA |
60 | 1136029 | NA | NA | -319521.157118056 | NA |