Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 19064 | NA | NA | 661.527 | NA |
2 | 18993 | NA | NA | 41.8329 | NA |
3 | 18921 | NA | NA | -48.0096 | NA |
4 | 18772 | NA | NA | 89.8561 | NA |
5 | 20246 | NA | NA | 1118.84 | NA |
6 | 20168 | NA | NA | 877.06 | NA |
7 | 19064 | 18848.9 | 18946 | -97.0282 | 215.07 |
8 | 18330 | 18049.3 | 18930.5 | -881.236 | 280.736 |
9 | 18401 | 18853.8 | 18915.1 | -61.3245 | -452.759 |
10 | 18401 | 17259.9 | 18887.5 | -1627.61 | 1141.11 |
11 | 18480 | 18531.9 | 18869.1 | -337.186 | -51.8978 |
12 | 18622 | 19147.8 | 18884.5 | 263.277 | -525.777 |
13 | 18843 | 19604.5 | 18943 | 661.527 | -761.486 |
14 | 18843 | 19058.4 | 19016.6 | 41.8329 | -215.416 |
15 | 18701 | 19045.2 | 19093.2 | -48.0096 | -344.199 |
16 | 18330 | 19247.5 | 19157.7 | 89.8561 | -917.523 |
17 | 20246 | 20322.5 | 19203.7 | 1118.84 | -76.5089 |
18 | 20538 | 20135.9 | 19258.9 | 877.06 | 402.065 |
19 | 20097 | 19214.1 | 19311.1 | -97.0282 | 882.903 |
20 | 19064 | 18463.7 | 19345 | -881.236 | 600.278 |
21 | 19506 | 19311.2 | 19372.5 | -61.3245 | 194.783 |
22 | 18843 | 17775.5 | 19403.1 | -1627.61 | 1067.53 |
23 | 19142 | 19078.1 | 19415.2 | -337.186 | 63.9356 |
24 | 19285 | 19687.7 | 19424.5 | 263.277 | -402.736 |
25 | 19434 | 20104.4 | 19442.9 | 661.527 | -670.402 |
26 | 19064 | 19512.3 | 19470.5 | 41.8329 | -448.333 |
27 | 19142 | 19477.7 | 19525.7 | -48.0096 | -335.699 |
28 | 18622 | 19677 | 19587.1 | 89.8561 | -1054.98 |
29 | 20246 | 20779.6 | 19660.7 | 1118.84 | -533.592 |
30 | 20759 | 20626.9 | 19749.8 | 877.06 | 132.149 |
31 | 20318 | 19735.8 | 19832.9 | -97.0282 | 582.153 |
32 | 19506 | 19019.3 | 19900.5 | -881.236 | 486.695 |
33 | 20389 | 19922 | 19983.3 | -61.3245 | 466.991 |
34 | 19434 | 18490.8 | 20118.4 | -1627.61 | 943.236 |
35 | 20318 | 19922.5 | 20259.7 | -337.186 | 395.519 |
36 | 20246 | 20617.9 | 20354.7 | 263.277 | -371.944 |
37 | 20467 | 21046.8 | 20385.2 | 661.527 | -579.777 |
38 | 19655 | 20436.2 | 20394.4 | 41.8329 | -781.25 |
39 | 20538 | 20361.8 | 20409.8 | -48.0096 | 176.218 |
40 | 20467 | 20505.9 | 20416 | 89.8561 | -38.8561 |
41 | 21792 | 21531.8 | 20413 | 1118.84 | 260.158 |
42 | 21493 | 21293 | 20416 | 877.06 | 199.982 |
43 | 20318 | 20334.1 | 20431.1 | -97.0282 | -16.0968 |
44 | 19726 | 19574.6 | 20455.8 | -881.236 | 151.445 |
45 | 20538 | 20403.7 | 20465 | -61.3245 | 134.283 |
46 | 19434 | 18837.2 | 20464.8 | -1627.61 | 596.82 |
47 | 20246 | 20118.1 | 20455.3 | -337.186 | 127.852 |
48 | 20389 | 20672.6 | 20409.3 | 263.277 | -283.611 |
49 | 20688 | 21021.9 | 20360.3 | 661.527 | -333.861 |
50 | 20026 | 20350.2 | 20308.4 | 41.8329 | -324.208 |
51 | 20389 | 20196.3 | 20244.3 | -48.0096 | 192.718 |
52 | 20610 | 20217.8 | 20128 | 89.8561 | 392.186 |
53 | 21422 | 21090.4 | 19971.5 | 1118.84 | 331.616 |
54 | 20759 | 20729 | 19851.9 | 877.06 | 30.0235 |
55 | 19876 | 19672.1 | 19769.1 | -97.0282 | 203.945 |
56 | 18921 | 18808 | 19689.2 | -881.236 | 113.028 |
57 | 19805 | 19520.7 | 19582 | -61.3245 | 284.324 |
58 | 17375 | 17822.8 | 19450.5 | -1627.61 | -447.847 |
59 | 18551 | 18960.1 | 19297.2 | -337.186 | -409.064 |
60 | 19213 | 19391.9 | 19128.7 | 263.277 | -178.944 |
61 | 19876 | 19615.4 | 18953.9 | 661.527 | 260.598 |
62 | 18921 | 18823.9 | 18782 | 41.8329 | 97.1254 |
63 | 18921 | 18555.9 | 18604 | -48.0096 | 365.051 |
64 | 18921 | 18509.5 | 18419.6 | 89.8561 | 411.519 |
65 | 19434 | 19369.6 | 18250.8 | 1118.84 | 64.4078 |
66 | 18701 | 18974.4 | 18097.3 | 877.06 | -273.393 |
67 | 17739 | 17831.7 | 17928.8 | -97.0282 | -92.7218 |
68 | 16934 | 16863.5 | 17744.7 | -881.236 | 70.5282 |
69 | 17518 | 17508.3 | 17569.6 | -61.3245 | 9.74113 |
70 | 15238 | 15760.6 | 17388.2 | -1627.61 | -522.639 |
71 | 16635 | 16870 | 17207.2 | -337.186 | -235.023 |
72 | 17447 | 17307.8 | 17044.5 | 263.277 | 139.223 |
73 | 17596 | 17549.6 | 16888 | 661.527 | 46.4309 |
74 | 16784 | 16773.5 | 16731.6 | 41.8329 | 10.5421 |
75 | 16855 | 16557.7 | 16605.8 | -48.0096 | 297.26 |
76 | 16635 | 16579.2 | 16489.4 | 89.8561 | 55.7689 |
77 | 17375 | 17488.9 | 16370 | 1118.84 | -113.884 |
78 | 16855 | 17142.9 | 16265.8 | 877.06 | -287.893 |
79 | 15830 | 16058.1 | 16155.1 | -97.0282 | -228.097 |
80 | 15089 | 15151 | 16032.2 | -881.236 | -62.0135 |
81 | 16342 | 15802.3 | 15863.7 | -61.3245 | 539.658 |
82 | 13621 | 14033.9 | 15661.5 | -1627.61 | -412.93 |
83 | 15388 | 15131.1 | 15468.3 | -337.186 | 256.852 |
84 | 16193 | 15532.2 | 15268.9 | 263.277 | 660.806 |
85 | 16193 | 15706.7 | 15045.1 | 661.527 | 486.348 |
86 | 15238 | 14838.5 | 14796.7 | 41.8329 | 399.5 |
87 | 14355 | 14481.8 | 14529.8 | -48.0096 | -126.824 |
88 | 14284 | 14355.9 | 14266 | 89.8561 | -71.8561 |
89 | 15089 | 15151.6 | 14032.7 | 1118.84 | -62.5505 |
90 | 14355 | 14710.3 | 13833.2 | 877.06 | -355.268 |
91 | 12959 | 13567.6 | 13664.6 | -97.0282 | -608.555 |
92 | 11997 | 12636.1 | 13517.4 | -881.236 | -639.139 |
93 | 13030 | 13308.8 | 13370.2 | -61.3245 | -278.842 |
94 | 10601 | 11622.9 | 13250.5 | -1627.61 | -1021.93 |
95 | 12809 | 12805.9 | 13143.1 | -337.186 | 3.10224 |
96 | 13984 | 13298.9 | 13035.6 | 263.277 | 685.098 |
97 | 14355 | 13577.2 | 12915.7 | 661.527 | 777.806 |
98 | 13543 | 12801 | 12759.2 | 41.8329 | 741.959 |
99 | 12517 | 12539.6 | 12587.6 | -48.0096 | -22.6154 |
100 | 13251 | 12502.6 | 12412.8 | 89.8561 | 748.394 |
101 | 13543 | 13368.9 | 12250.1 | 1118.84 | 174.074 |
102 | 13322 | 12952.4 | 12075.3 | 877.06 | 369.649 |
103 | 11113 | 11800.5 | 11897.5 | -97.0282 | -687.472 |
104 | 10088 | 10838.4 | 11719.7 | -881.236 | -750.43 |
105 | 10821 | 11468.1 | 11529.4 | -61.3245 | -647.051 |
106 | 8613 | 9705.22 | 11332.8 | -1627.61 | -1092.22 |
107 | 10893 | 10793.1 | 11130.3 | -337.186 | 99.8522 |
108 | 11705 | 11176 | 10912.7 | 263.277 | 529.014 |
109 | 12367 | 11341.5 | 10680 | 661.527 | 1025.47 |
110 | 11263 | 10491.8 | 10450 | 41.8329 | 771.209 |
111 | 10230 | 10180.8 | 10228.8 | -48.0096 | 49.218 |
112 | 10821 | 10094.5 | 10004.7 | 89.8561 | 726.477 |
113 | 11113 | 10905.6 | 9786.75 | 1118.84 | 207.408 |
114 | 10529 | 10495.2 | 9618.12 | 877.06 | 33.8152 |
115 | 8321 | NA | NA | -97.0282 | NA |
116 | 7359 | NA | NA | -881.236 | NA |
117 | 8242 | NA | NA | -61.3245 | NA |
118 | 5813 | NA | NA | -1627.61 | NA |
119 | 8463 | NA | NA | -337.186 | NA |
120 | 10088 | NA | NA | 263.277 | NA |