Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 9244 | NA | NA | 971.465 | NA |
2 | 7074 | NA | NA | -1235.4 | NA |
3 | 7044 | NA | NA | -943.493 | NA |
4 | 6492 | NA | NA | -2250.99 | NA |
5 | 6362 | NA | NA | -2770.55 | NA |
6 | 8287 | NA | NA | -904.01 | NA |
7 | 18177 | 16540.7 | 9041.42 | 7499.29 | 1636.29 |
8 | 10379 | 9729.33 | 9055.38 | 673.957 | 649.668 |
9 | 11130 | 12015.1 | 9065.04 | 2950.02 | -885.057 |
10 | 9606 | 8990.85 | 9105.17 | -114.318 | 615.151 |
11 | 7294 | 7105.79 | 9129.96 | -2024.17 | 188.21 |
12 | 7415 | 7282.58 | 9134.37 | -1851.79 | 132.418 |
13 | 9230 | 10069.2 | 9097.71 | 971.465 | -839.174 |
14 | 7423 | 7769.02 | 9004.42 | -1235.4 | -346.015 |
15 | 6927 | 8094.92 | 9038.42 | -943.493 | -1167.92 |
16 | 7572 | 6892.72 | 9143.71 | -2250.99 | 679.285 |
17 | 5877 | 6459.41 | 9229.96 | -2770.55 | -582.407 |
18 | 8878 | 8480.32 | 9384.33 | -904.01 | 397.676 |
19 | 16706 | 17122.5 | 9623.17 | 7499.29 | -416.457 |
20 | 9611 | 10527.5 | 9853.54 | 673.957 | -916.499 |
21 | 12714 | 13103 | 10153 | 2950.02 | -388.974 |
22 | 10549 | 10299.1 | 10413.4 | -114.318 | 249.943 |
23 | 8421 | 8524 | 10548.2 | -2024.17 | -102.999 |
24 | 9993 | 8848.62 | 10700.4 | -1851.79 | 1144.38 |
25 | 12384 | 11816.4 | 10844.9 | 971.465 | 567.618 |
26 | 9798 | 9733.35 | 10968.8 | -1235.4 | 64.6514 |
27 | 11738 | 10136.7 | 11080.2 | -943.493 | 1601.28 |
28 | 9011 | 8871.13 | 11122.1 | -2250.99 | 139.868 |
29 | 7673 | 8344.03 | 11114.6 | -2770.55 | -671.032 |
30 | 10736 | 10140.6 | 11044.6 | -904.01 | 595.426 |
31 | 18316 | 18415.2 | 10915.9 | 7499.29 | -99.1653 |
32 | 10973 | 11490 | 10816 | 673.957 | -516.999 |
33 | 14027 | 13638.5 | 10688.5 | 2950.02 | 388.485 |
34 | 10242 | 10451 | 10565.3 | -114.318 | -209.015 |
35 | 8547 | 8488.29 | 10512.5 | -2024.17 | 58.7097 |
36 | 8187 | 8594 | 10445.8 | -1851.79 | -406.999 |
37 | 11101 | 11338.9 | 10367.4 | 971.465 | -237.882 |
38 | 8685 | 9120.14 | 10355.5 | -1235.4 | -435.14 |
39 | 9790 | 9393.34 | 10336.8 | -943.493 | 396.66 |
40 | 8003 | 8022.67 | 10273.7 | -2250.99 | -19.6736 |
41 | 7412 | 7432.12 | 10202.7 | -2770.55 | -20.1153 |
42 | 9397 | 9239.07 | 10143.1 | -904.01 | 157.926 |
43 | 17774 | 17605.9 | 10106.6 | 7499.29 | 168.085 |
44 | 11230 | 10763.5 | 10089.5 | 673.957 | 466.501 |
45 | 13321 | 12993.2 | 10043.2 | 2950.02 | 327.818 |
46 | 9432 | 9853.43 | 9967.75 | -114.318 | -421.432 |
47 | 7653 | 7925.04 | 9949.21 | -2024.17 | -272.04 |
48 | 7651 | 8067.67 | 9919.46 | -1851.79 | -416.665 |
49 | 10762 | 10782.2 | 9810.75 | 971.465 | -20.2153 |
50 | 8614 | 8502.47 | 9737.87 | -1235.4 | 111.526 |
51 | 8748 | 8798.34 | 9741.83 | -943.493 | -50.3403 |
52 | 7235 | 7514.92 | 9765.92 | -2250.99 | -279.924 |
53 | 7735 | 7031.99 | 9802.54 | -2770.55 | 703.01 |
54 | 8360 | 8931.37 | 9835.38 | -904.01 | -571.365 |
55 | 16202 | 17378.8 | 9879.5 | 7499.29 | -1176.79 |
56 | 11053 | 10623.7 | 9949.75 | 673.957 | 429.293 |
57 | 13593 | 12923.3 | 9973.29 | 2950.02 | 669.693 |
58 | 9738 | 9860.68 | 9975 | -114.318 | -122.682 |
59 | 8226 | 7985.92 | 10010.1 | -2024.17 | 240.085 |
60 | 7866 | 8207.17 | 10059 | -1851.79 | -341.165 |
61 | 11606 | 10964.4 | 9992.92 | 971.465 | 641.618 |
62 | 9456 | 8739.06 | 9974.46 | -1235.4 | 716.943 |
63 | 8471 | 9138.72 | 10082.2 | -943.493 | -667.715 |
64 | 7553 | 7960.59 | 10211.6 | -2250.99 | -407.59 |
65 | 8259 | 7576.49 | 10347 | -2770.55 | 682.51 |
66 | 9009 | 9476.7 | 10380.7 | -904.01 | -467.699 |
67 | 13968 | NA | NA | 7499.29 | NA |
68 | 12844 | NA | NA | 673.957 | NA |
69 | 14388 | NA | NA | 2950.02 | NA |
70 | 12048 | NA | NA | -114.318 | NA |
71 | 9167 | NA | NA | -2024.17 | NA |
72 | 7733 | NA | NA | -1851.79 | NA |