Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 135094 | NA | NA | -24.9045138888829 | NA |
2 | 135411 | NA | NA | -81.3420138888866 | NA |
3 | 135698 | NA | NA | -58.8107638888902 | NA |
4 | 135880 | NA | NA | -43.9670138888975 | NA |
5 | 135891 | NA | NA | 87.4288194444492 | NA |
6 | 135971 | NA | NA | 24.0329861111207 | NA |
7 | 136173 | 136164.157986111 | 136174.833333333 | -10.6753472222223 | 8.84201388890506 |
8 | 136358 | 136361.303819444 | 136331.958333333 | 29.3454861111171 | -3.30381944443798 |
9 | 136514 | 136524.189236111 | 136476.666666667 | 47.5225694444346 | -10.189236111124 |
10 | 136506 | 136629.407986111 | 136614.208333333 | 15.1996527777668 | -123.407986111124 |
11 | 136711 | 136760.605902778 | 136752.875 | 7.73090277777768 | -49.605902777781 |
12 | 136891 | 136904.855902778 | 136896.416666667 | 8.43923611111344 | -13.855902777781 |
13 | 137094 | 137004.053819444 | 137028.958333333 | -24.9045138888829 | 89.946180555562 |
14 | 137182 | 137060.907986111 | 137142.25 | -81.3420138888866 | 121.092013888876 |
15 | 137400 | 137184.314236111 | 137243.125 | -58.8107638888902 | 215.685763888876 |
16 | 137479 | 137300.532986111 | 137344.5 | -43.9670138888975 | 178.467013888905 |
17 | 137620 | 137534.178819444 | 137446.75 | 87.4288194444492 | 85.8211805555911 |
18 | 137687 | 137565.782986111 | 137541.75 | 24.0329861111207 | 121.217013888905 |
19 | 137638 | 137614.157986111 | 137624.833333333 | -10.6753472222223 | 23.8420138889051 |
20 | 137612 | 137722.220486111 | 137692.875 | 29.3454861111171 | -110.220486111095 |
21 | 137681 | 137789.230902778 | 137741.708333333 | 47.5225694444346 | -108.230902777781 |
22 | 137772 | 137782.657986111 | 137767.458333333 | 15.1996527777668 | -10.657986111124 |
23 | 137899 | 137774.355902778 | 137766.625 | 7.73090277777768 | 124.644097222219 |
24 | 137983 | 137748.439236111 | 137740 | 8.43923611111344 | 234.560763888876 |
25 | 137996 | 137670.678819444 | 137695.583333333 | -24.9045138888829 | 325.321180555562 |
26 | 137913 | 137552.199652778 | 137633.541666667 | -81.3420138888866 | 360.800347222219 |
27 | 137841 | 137481.689236111 | 137540.5 | -58.8107638888902 | 359.310763888876 |
28 | 137656 | 137357.532986111 | 137401.5 | -43.9670138888975 | 298.467013888905 |
29 | 137423 | 137286.220486111 | 137198.791666667 | 87.4288194444492 | 136.779513888905 |
30 | 137245 | 136952.116319444 | 136928.083333333 | 24.0329861111207 | 292.883680555562 |
31 | 137014 | 136582.699652778 | 136593.375 | -10.6753472222223 | 431.300347222219 |
32 | 136747 | 136226.512152778 | 136197.166666667 | 29.3454861111171 | 520.487847222219 |
33 | 136313 | 135791.522569444 | 135744 | 47.5225694444346 | 521.477430555591 |
34 | 135804 | 135256.074652778 | 135240.875 | 15.1996527777668 | 547.925347222219 |
35 | 135002 | 134719.314236111 | 134711.583333333 | 7.73090277777768 | 282.685763888905 |
36 | 134383 | 134170.855902778 | 134162.416666667 | 8.43923611111344 | 212.144097222219 |
37 | 133563 | 133571.970486111 | 133596.875 | -24.9045138888829 | -8.97048611112405 |
38 | 132837 | 132948.616319444 | 133029.958333333 | -81.3420138888866 | -111.616319444438 |
39 | 132041 | 132413.980902778 | 132472.791666667 | -58.8107638888902 | -372.980902777781 |
40 | 131381 | 131891.907986111 | 131935.875 | -43.9670138888975 | -510.907986111095 |
41 | 130995 | 131529.512152778 | 131442.083333333 | 87.4288194444492 | -534.512152777796 |
42 | 130493 | 131023.824652778 | 130999.791666667 | 24.0329861111207 | -530.824652777796 |
43 | 130193 | 130599.741319444 | 130610.416666667 | -10.6753472222223 | -406.741319444467 |
44 | 129962 | 130311.720486111 | 130282.375 | 29.3454861111171 | -349.720486111139 |
45 | 129726 | 130071.814236111 | 130024.291666667 | 47.5225694444346 | -345.814236111124 |
46 | 129505 | 129861.616319444 | 129846.416666667 | 15.1996527777668 | -356.616319444438 |
47 | 129450 | 129750.480902778 | 129742.75 | 7.73090277777768 | -300.480902777781 |
48 | 129320 | 129695.605902778 | 129687.166666667 | 8.43923611111344 | -375.605902777766 |
49 | 129281 | 129630.053819444 | 129654.958333333 | -24.9045138888829 | -349.053819444453 |
50 | 129246 | 129559.032986111 | 129640.375 | -81.3420138888866 | -313.032986111109 |
51 | 129438 | 129582.772569444 | 129641.583333333 | -58.8107638888902 | -144.772569444438 |
52 | 129715 | 129623.782986111 | 129667.75 | -43.9670138888975 | 91.217013888876 |
53 | 130173 | 129803.845486111 | 129716.416666667 | 87.4288194444492 | 369.154513888891 |
54 | 129981 | 129807.032986111 | 129783 | 24.0329861111207 | 173.967013888891 |
55 | 129932 | NA | NA | -10.6753472222223 | NA |
56 | 129873 | NA | NA | 29.3454861111171 | NA |
57 | 129844 | NA | NA | 47.5225694444346 | NA |
58 | 130015 | NA | NA | 15.1996527777668 | NA |
59 | 130108 | NA | NA | 7.73090277777768 | NA |
60 | 130260 | NA | NA | 8.43923611111344 | NA |