| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 14861 | NA | NA | -1428.75784722222 | NA |
| 2 | 14583.3 | NA | NA | -828.952847222221 | NA |
| 3 | 15305.8 | NA | NA | -612.323680555557 | NA |
| 4 | 17903.9 | NA | NA | 1398.84715277778 | NA |
| 5 | 16379.4 | NA | NA | -121.776180555555 | NA |
| 6 | 15420.3 | NA | NA | -47.6970138888881 | NA |
| 7 | 17870.5 | 17926.2146527778 | 16345.0666666667 | 1581.14798611111 | -55.7146527777786 |
| 8 | 15912.8 | 16193.1096527778 | 16480.5375 | -287.427847222222 | -280.309652777778 |
| 9 | 13866.5 | 14162.8846527778 | 16592.4416666667 | -2429.55701388889 | -296.384652777777 |
| 10 | 17823.2 | 17838.1629861111 | 16696.5 | 1141.66298611111 | -14.9629861111134 |
| 11 | 17872 | 18135.1521527778 | 16808.1208333333 | 1327.03131944444 | -263.152152777773 |
| 12 | 17420.4 | 17251.2738194444 | 16943.4708333333 | 307.802986111111 | 169.126180555559 |
| 13 | 16704.4 | 15619.0921527778 | 17047.85 | -1428.75784722222 | 1085.30784722222 |
| 14 | 15991.2 | 16263.1179861111 | 17092.0708333333 | -828.952847222221 | -271.917986111112 |
| 15 | 16583.6 | 16547.2638194444 | 17159.5875 | -612.323680555557 | 36.3361805555542 |
| 16 | 19123.5 | 18669.0179861111 | 17270.1708333333 | 1398.84715277778 | 454.482013888886 |
| 17 | 17838.7 | 17200.6196527778 | 17322.3958333333 | -121.776180555555 | 638.080347222225 |
| 18 | 17209.4 | 17339.0404861111 | 17386.7375 | -47.6970138888881 | -129.640486111111 |
| 19 | 18586.5 | 19093.1188194444 | 17511.9708333333 | 1581.14798611111 | -506.618819444444 |
| 20 | 16258.1 | 17343.7179861111 | 17631.1458333333 | -287.427847222222 | -1085.61798611111 |
| 21 | 15141.6 | 15313.7763194444 | 17743.3333333333 | -2429.55701388889 | -172.176319444443 |
| 22 | 19202.1 | 19014.8754861111 | 17873.2125 | 1141.66298611111 | 187.224513888887 |
| 23 | 17746.5 | 19253.5854861111 | 17926.5541666667 | 1327.03131944444 | -1507.08548611111 |
| 24 | 19090.1 | 18299.4154861111 | 17991.6125 | 307.802986111111 | 790.684513888886 |
| 25 | 18040.3 | 16706.1463194444 | 18134.9041666667 | -1428.75784722222 | 1334.15368055556 |
| 26 | 17515.5 | 17411.1888194444 | 18240.1416666667 | -828.952847222221 | 104.311180555556 |
| 27 | 17751.8 | 17725.3429861111 | 18337.6666666667 | -612.323680555557 | 26.4570138888885 |
| 28 | 21072.4 | 19790.1096527778 | 18391.2625 | 1398.84715277778 | 1282.29034722222 |
| 29 | 17170 | 18371.4904861111 | 18493.2666666667 | -121.776180555555 | -1201.49048611111 |
| 30 | 19439.5 | 18572.9321527778 | 18620.6291666667 | -47.6970138888881 | 866.567847222221 |
| 31 | 19795.4 | 20209.0354861111 | 18627.8875 | 1581.14798611111 | -413.635486111110 |
| 32 | 17574.9 | 18370.1179861111 | 18657.5458333333 | -287.427847222222 | -795.21798611111 |
| 33 | 16165.4 | 16320.9471527778 | 18750.5041666667 | -2429.55701388889 | -155.547152777781 |
| 34 | 19464.6 | 19938.0213194444 | 18796.3583333333 | 1141.66298611111 | -473.421319444446 |
| 35 | 19932.1 | 20194.3396527778 | 18867.3083333333 | 1327.03131944444 | -262.239652777778 |
| 36 | 19961.2 | 19250.4529861111 | 18942.65 | 307.802986111111 | 710.747013888893 |
| 37 | 17343.4 | 17573.5838194444 | 19002.3416666667 | -1428.75784722222 | -230.183819444443 |
| 38 | 18924.2 | 18303.1513194444 | 19132.1041666667 | -828.952847222221 | 621.048680555563 |
| 39 | 18574.1 | 18671.2513194444 | 19283.575 | -612.323680555557 | -97.1513194444451 |
| 40 | 21350.6 | 20762.3804861111 | 19363.5333333333 | 1398.84715277778 | 588.219513888889 |
| 41 | 18594.6 | 19349.1279861111 | 19470.9041666667 | -121.776180555555 | -754.527986111112 |
| 42 | 19823.1 | 19545.3321527778 | 19593.0291666667 | -47.6970138888881 | 277.767847222218 |
| 43 | 20844.4 | 21225.7229861111 | 19644.575 | 1581.14798611111 | -381.322986111107 |
| 44 | 19640.2 | 19461.9929861111 | 19749.4208333333 | -287.427847222222 | 178.207013888888 |
| 45 | 17735.4 | 17510.3763194444 | 19939.9333333333 | -2429.55701388889 | 225.023680555561 |
| 46 | 19813.6 | 21190.5046527778 | 20048.8416666667 | 1141.66298611111 | -1376.90465277778 |
| 47 | 22160 | 21558.4354861111 | 20231.4041666667 | 1327.03131944444 | 601.56451388889 |
| 48 | 20664.3 | 20784.1279861111 | 20476.325 | 307.802986111111 | -119.827986111111 |
| 49 | 17877.4 | 19238.2046527778 | 20666.9625 | -1428.75784722222 | -1360.80465277778 |
| 50 | 20906.5 | 20079.9929861111 | 20908.9458333333 | -828.952847222221 | 826.507013888888 |
| 51 | 21164.1 | 20433.7638194444 | 21046.0875 | -612.323680555557 | 730.336180555554 |
| 52 | 21374.4 | 22591.2596527778 | 21192.4125 | 1398.84715277778 | -1216.85965277778 |
| 53 | 22952.3 | 21201.2446527778 | 21323.0208333333 | -121.776180555555 | 1751.05534722222 |
| 54 | 21343.5 | 21164.4654861111 | 21212.1625 | -47.6970138888881 | 179.034513888888 |
| 55 | 23899.3 | 22613.0604861111 | 21031.9125 | 1581.14798611111 | 1286.23951388889 |
| 56 | 22392.9 | 20481.0138194444 | 20768.4416666667 | -287.427847222222 | 1911.88618055555 |
| 57 | 18274.1 | 17946.0679861111 | 20375.625 | -2429.55701388889 | 328.032013888886 |
| 58 | 22786.7 | 21179.6879861111 | 20038.025 | 1141.66298611111 | 1607.01201388889 |
| 59 | 22321.5 | 20961.6396527778 | 19634.6083333333 | 1327.03131944444 | 1359.86034722222 |
| 60 | 17842.2 | 19463.9821527778 | 19156.1791666667 | 307.802986111111 | -1621.78215277777 |
| 61 | 16373.5 | 17273.0254861111 | 18701.7833333333 | -1428.75784722222 | -899.52548611111 |
| 62 | 16087.1 | 17438.1013194444 | 18267.0541666667 | -828.952847222221 | -1351.00131944444 |
| 63 | 16555.9 | 17322.9304861111 | 17935.2541666667 | -612.323680555557 | -767.030486111107 |
| 64 | 17880.2 | 19059.3846527778 | 17660.5375 | 1398.84715277778 | -1179.18465277778 |
| 65 | 16764.5 | 17268.6696527778 | 17390.4458333333 | -121.776180555555 | -504.169652777775 |
| 66 | 16049 | 17313.7821527778 | 17361.4791666667 | -47.6970138888881 | -1264.78215277778 |
| 67 | 18288.3 | NA | NA | 1581.14798611111 | NA |
| 68 | 17570.4 | NA | NA | -287.427847222222 | NA |
| 69 | 15133.4 | NA | NA | -2429.55701388889 | NA |
| 70 | 19334.2 | NA | NA | 1141.66298611111 | NA |
| 71 | 19291.8 | NA | NA | 1327.03131944444 | NA |
| 72 | 20176.7 | NA | NA | 307.802986111111 | NA |
