| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 20366 | NA | NA | 0.861676041307918 | NA |
| 2 | 22782 | NA | NA | 0.963091323170254 | NA |
| 3 | 19169 | NA | NA | 0.778825705624943 | NA |
| 4 | 13807 | NA | NA | 0.48645094526242 | NA |
| 5 | 29743 | NA | NA | 1.31919634715688 | NA |
| 6 | 25591 | NA | NA | 1.21080895344740 | NA |
| 7 | 29096 | 30569.228335751 | 22737 | 1.34447061335053 | 0.951806819604012 |
| 8 | 26482 | 27161.9391863191 | 22583.7083333333 | 1.20272272318662 | 0.974967207545272 |
| 9 | 22405 | 24290.3347925825 | 22430.0833333333 | 1.08293555719807 | 0.922383334413397 |
| 10 | 27044 | 25003.935039599 | 22271.7916666667 | 1.12267281473459 | 1.0815897560592 |
| 11 | 17970 | 18568.2285919741 | 22234.4583333333 | 0.83511045394513 | 0.967782139851905 |
| 12 | 18730 | 17812.7813431015 | 22489.7916666667 | 0.792038521615246 | 1.05149216392608 |
| 13 | 19684 | 19713.7116983896 | 22878.3333333333 | 0.861676041307918 | 0.998492840980724 |
| 14 | 19785 | 22278.4291316000 | 23132.2083333333 | 0.963091323170254 | 0.888078772660714 |
| 15 | 18479 | 18178.668148205 | 23341.125 | 0.778825705624943 | 1.01652111416230 |
| 16 | 10698 | 11374.1351957578 | 23381.875 | 0.48645094526242 | 0.94055502382195 |
| 17 | 31956 | 30671.2601048829 | 23249.9583333333 | 1.31919634715688 | 1.04188741808207 |
| 18 | 29506 | 28089.9605140108 | 23199.3333333333 | 1.21080895344740 | 1.05041087492035 |
| 19 | 34506 | 31029.4294227791 | 23079.2916666667 | 1.34447061335053 | 1.11204107332598 |
| 20 | 27165 | 27744.5080053626 | 23068.0833333333 | 1.20272272318662 | 0.979112694834936 |
| 21 | 26736 | 24986.3464996567 | 23072.7916666667 | 1.08293555719807 | 1.07002438313130 |
| 22 | 23691 | 25789.6188977774 | 22971.625 | 1.12267281473459 | 0.918625439712942 |
| 23 | 18157 | 19108.5798519455 | 22881.5 | 0.83511045394513 | 0.95020143520249 |
| 24 | 17328 | 17998.0523539494 | 22723.7083333333 | 0.792038521615246 | 0.962770840934778 |
| 25 | 18205 | 19335.9744637813 | 22439.9583333333 | 0.861676041307918 | 0.941509311263327 |
| 26 | 20995 | 21404.6243998486 | 22224.9166666667 | 0.963091323170254 | 0.980862808326059 |
| 27 | 17382 | 17213.8653542910 | 22102.3333333333 | 0.778825705624943 | 1.00976739635454 |
| 28 | 9367 | 10760.8421665182 | 22121.125 | 0.48645094526242 | 0.870470903210993 |
| 29 | 31124 | 29421.1016998939 | 22302.2916666667 | 1.31919634715688 | 1.05788016769312 |
| 30 | 26551 | 27186.4952332468 | 22453.1666666667 | 1.21080895344740 | 0.976624598801923 |
| 31 | 30651 | 30388.1169402109 | 22602.2916666667 | 1.34447061335053 | 1.00865085060408 |
| 32 | 25859 | 27484.9704643883 | 22852.2916666667 | 1.20272272318662 | 0.940841469468013 |
| 33 | 25100 | 25027.9041516642 | 23111.1666666667 | 1.08293555719807 | 1.00288061868461 |
| 34 | 25778 | 26217.7314644629 | 23352.9583333333 | 1.12267281473459 | 0.98322770736061 |
| 35 | 20418 | 19634.9778080822 | 23511.8333333333 | 0.83511045394513 | 1.03987894458406 |
| 36 | 18688 | 18754.3501372767 | 23678.5833333333 | 0.792038521615246 | 0.996462146819747 |
| 37 | 20424 | 20508.3924274859 | 23800.5833333333 | 0.861676041307918 | 0.995884980854337 |
| 38 | 24776 | 23140.5563810579 | 24027.375 | 0.963091323170254 | 1.07067434300244 |
| 39 | 19814 | 18933.8370230216 | 24310.75 | 0.778825705624943 | 1.0464862444896 |
| 40 | 12738 | 11862.1265690135 | 24385.0416666667 | 0.48645094526242 | 1.07383780858269 |
| 41 | 31566 | 32215.0496301432 | 24420.2083333333 | 1.31919634715688 | 0.979852595678266 |
| 42 | 30111 | 29512.1060802078 | 24373.875 | 1.21080895344740 | 1.02029316098839 |
| 43 | 30019 | 32724.9749250408 | 24340.4166666667 | 1.34447061335053 | 0.917311627243747 |
| 44 | 31934 | 29166.4269448500 | 24250.3333333333 | 1.20272272318662 | 1.09488899892960 |
| 45 | 25826 | 25968.2531938312 | 23979.5 | 1.08293555719807 | 0.994522034548517 |
| 46 | 26835 | 26665.2101372025 | 23751.5416666667 | 1.12267281473459 | 1.00636746764506 |
| 47 | 20205 | 19579.4777591638 | 23445.375 | 0.83511045394513 | 1.03194785113936 |
| 48 | 17789 | 18169.000668198 | 22939.5416666667 | 0.792038521615246 | 0.97908521909721 |
| 49 | 20520 | 19470.1087008782 | 22595.625 | 0.861676041307918 | 1.05392323767943 |
| 50 | 22518 | 21441.7435445958 | 22263.4583333333 | 0.963091323170254 | 1.05019444678861 |
| 51 | 15572 | 16980.8017618828 | 21803.0833333333 | 0.778825705624943 | 0.917035615771386 |
| 52 | 11509 | 10415.8876399589 | 21412 | 0.48645094526242 | 1.10494663516218 |
| 53 | 25447 | 27957.8930848390 | 21193.125 | 1.31919634715688 | 0.910190189324365 |
| 54 | 24090 | 25560.1770072746 | 21110 | 1.21080895344740 | 0.942481736067155 |
| 55 | 27786 | NA | NA | 1.34447061335053 | NA |
| 56 | 26195 | NA | NA | 1.20272272318662 | NA |
| 57 | 20516 | NA | NA | 1.08293555719807 | NA |
| 58 | 22759 | NA | NA | 1.12267281473459 | NA |
| 59 | 19028 | NA | NA | 0.83511045394513 | NA |
| 60 | 16971 | NA | NA | 0.792038521615246 | NA |
