Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
1219.3NANA-43.7393518518519NA
2211.1NANA-37.0726851851852NA
3215.2NANA-17.6629629629630NA
4240.2NANA-2.18240740740742NA
5242.2NANA23.4037037037037NA
6240.7NANA47.9231481481482NA
7255.4273.855092592593225.448.4550925925926-18.4550925925925
8253252.625925925926223.77528.85092592592590.374074074074116
9218.2236.749537037037223.38333333333313.3662037037037-18.5495370370371
10203.7214.464814814815222.920833333333-8.45601851851854-10.7648148148148
11205.6205.846759259259222-16.1532407407407-0.246759259259278
12215.6184.771759259259221.504166666667-36.732407407407430.8282407407407
13188.5177.952314814815221.691666666667-43.739351851851910.5476851851852
14202.9184.577314814815221.65-37.072685185185218.3226851851852
15214205.941203703704223.604166666667-17.66296296296308.0587962962963
16230.3227.175925925926229.358333333333-2.182407407407423.12407407407409
17230261.224537037037237.82083333333323.4037037037037-31.224537037037
18241294.764814814815246.84166666666747.9231481481482-53.7648148148148
19259.6304.925925925926256.47083333333348.4550925925926-45.3259259259259
20247.8296.084259259259267.23333333333328.8509259259259-48.2842592592592
21270.3291.982870370370278.61666666666713.3662037037037-21.6828703703704
22289.7282.598148148148291.054166666667-8.456018518518547.10185185185185
23322.7289.788425925926305.941666666667-16.153240740740732.9115740740741
24315287.059259259259323.791666666667-36.732407407407427.9407407407408
25320.2298.060648148148341.8-43.739351851851922.1393518518519
26329.5319.910648148148356.983333333333-37.07268518518529.58935185185186
27360.6349.174537037037366.8375-17.662962962963011.4254629629631
28382.2366.471759259259368.654166666667-2.1824074074074215.7282407407408
29435.4384.874537037037361.47083333333323.403703703703750.525462962963
30464396.760648148148348.837547.923148148148267.239351851852
31468.8383.300925925926334.84583333333348.455092592592685.4990740740741
32403349.167592592593320.31666666666728.850925925925953.8324074074074
33351.6317.978703703704304.612513.366203703703733.6212962962964
34252279.460648148148287.916666666667-8.45601851851854-27.4606481481482
35188253.659259259259269.8125-16.1532407407407-65.6592592592593
36146.5214.396759259259251.129166666667-36.7324074074074-67.8967592592593
37152.9188.252314814815231.991666666667-43.7393518518519-35.3523148148148
38148.1178.677314814815215.75-37.0726851851852-30.5773148148148
39165.1187.249537037037204.9125-17.6629629629630-22.1495370370371
40177198.517592592593200.7-2.18240740740742-21.5175925925926
41206.1228.066203703704204.662523.4037037037037-21.9662037037037
42244.9261.039814814815213.11666666666747.9231481481482-16.1398148148148
43228.6271.438425925926222.98333333333348.4550925925926-42.8384259259259
44253.4261.613425925926232.762528.8509259259259-8.21342592592589
45241.1255.703703703704242.337513.3662037037037-14.6037037037037
46261.4243.706481481481252.1625-8.4560185185185417.6935185185185
47273.7243.617592592593259.770833333333-16.153240740740730.0824074074074
48263.7226.409259259259263.141666666667-36.732407407407437.2907407407408
49272.5NA265.4375NANA
50263.2NA267.5625NANA
51279.8NA269.366666666667NANA
52298.1NA271.666666666667NANA
53267.6NANANANA
54264.3NANANANA
55264.3NANANANA
56268.7NANANANA
57269.1NANANANA
58288.6NANANANA