| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 21790 | NA | NA | 0.780561764222906 | NA |
| 2 | 13253 | NA | NA | 0.525497518289622 | NA |
| 3 | 37702 | NA | NA | 1.30884090175334 | NA |
| 4 | 30364 | NA | NA | 1.21065578495764 | NA |
| 5 | 32609 | NA | NA | 1.3511224494451 | NA |
| 6 | 30212 | NA | NA | 1.23037949903171 | NA |
| 7 | 29965 | 27675.7985567911 | 26833.8333333333 | 1.03137700130275 | 1.08271491926462 |
| 8 | 28352 | 28831.2778216202 | 26882 | 1.07251238083551 | 0.98337646272269 |
| 9 | 25814 | 23439.4510780499 | 26876.2083333333 | 0.872126409623749 | 1.10130565404639 |
| 10 | 22414 | 21440.4972398708 | 27047.75 | 0.792690602355864 | 1.04540485928278 |
| 11 | 20506 | 23620.2212941941 | 27355.5416666667 | 0.863452882125739 | 0.868154440409093 |
| 12 | 28806 | 26562.0816845445 | 27646.2916666667 | 0.960782806056068 | 1.08447825520999 |
| 13 | 22228 | 21628.0005035293 | 27708.25 | 0.780561764222906 | 1.027741792237 |
| 14 | 13971 | 14397.2744658801 | 27397.4166666667 | 0.525497518289622 | 0.9703920025356 |
| 15 | 36845 | 35454.4276970702 | 27088.4166666667 | 1.30884090175334 | 1.03922140035121 |
| 16 | 35338 | 32386.3033473928 | 26751.0416666667 | 1.21065578495764 | 1.09114027683079 |
| 17 | 35022 | 35908.2183712152 | 26576.5833333333 | 1.3511224494451 | 0.97531990136482 |
| 18 | 34777 | 32526.5687654647 | 26436.2083333333 | 1.23037949903171 | 1.06918747719018 |
| 19 | 26887 | 26876.1805624894 | 26058.5416666667 | 1.03137700130275 | 1.00040256603744 |
| 20 | 23970 | 27622.9585605614 | 25755.375 | 1.07251238083551 | 0.86775643338303 |
| 21 | 22780 | 22178.9377073403 | 25430.875 | 0.872126409623749 | 1.02710058978437 |
| 22 | 17351 | 19709.6903384019 | 24864.2916666667 | 0.792690602355864 | 0.880328391877052 |
| 23 | 21382 | 20971.6875098836 | 24288.1666666667 | 0.863452882125739 | 1.01956506790038 |
| 24 | 24561 | 22765.9087199662 | 23695.1666666667 | 0.960782806056068 | 1.07884997265492 |
| 25 | 17409 | 18067.4680160266 | 23146.75 | 0.780561764222906 | 0.963555047367873 |
| 26 | 11514 | 12062.4670963893 | 22954.375 | 0.525497518289622 | 0.954531101141531 |
| 27 | 31514 | 29978.0737590215 | 22904.2916666667 | 1.30884090175334 | 1.05123498772219 |
| 28 | 27071 | 27712.2135816266 | 22890.25 | 1.21065578495764 | 0.97686169747004 |
| 29 | 29462 | 30934.2862606579 | 22895.25 | 1.3511224494451 | 0.952406005160353 |
| 30 | 26105 | 28176.8696415128 | 22900.9583333333 | 1.23037949903171 | 0.926469133446238 |
| 31 | 22397 | 23664.6444765995 | 22944.7083333333 | 1.03137700130275 | 0.946432980311493 |
| 32 | 23843 | 24801.9381828529 | 23125.0833333333 | 1.07251238083551 | 0.961336159465316 |
| 33 | 21705 | 20187.9457913701 | 23147.9583333333 | 0.872126409623749 | 1.07514653666637 |
| 34 | 18089 | 18310.4262813683 | 23099.0833333333 | 0.792690602355864 | 0.987907093042743 |
| 35 | 20764 | 20279.1263440119 | 23486.0833333333 | 0.863452882125739 | 1.02390998743056 |
| 36 | 25316 | 23081.6459696064 | 24023.7916666667 | 0.960782806056068 | 1.09680219657367 |
| 37 | 17704 | 18954.0560865564 | 24282.5833333333 | 0.780561764222906 | 0.934048096046152 |
| 38 | 15548 | 12777.0342426136 | 24314.1666666667 | 0.525497518289622 | 1.21687080935768 |
| 39 | 28029 | 31647.5003292079 | 24179.7916666667 | 1.30884090175334 | 0.885662365382192 |
| 40 | 29383 | 29058.8663664278 | 24002.5833333333 | 1.21065578495764 | 1.01115437985381 |
| 41 | 36438 | 32376.9472560529 | 23963 | 1.3511224494451 | 1.12543037834390 |
| 42 | 32034 | 29333.2725731653 | 23840.8333333333 | 1.23037949903171 | 1.09207044389944 |
| 43 | 22679 | 24542.9479412922 | 23796.2916666667 | 1.03137700130275 | 0.92405362445657 |
| 44 | 24319 | 25509.4835380933 | 23784.7916666667 | 1.07251238083551 | 0.953331727147062 |
| 45 | 18004 | 20742.3638176880 | 23783.6666666667 | 0.872126409623749 | 0.867982075632436 |
| 46 | 17537 | 18784.4552615771 | 23697.0833333333 | 0.792690602355864 | 0.933591086661494 |
| 47 | 20366 | 20060.7447192410 | 23233.1666666667 | 0.863452882125739 | 1.01521654779178 |
| 48 | 22782 | 21805.8465010147 | 22695.9166666667 | 0.960782806056068 | 1.04476567781672 |
| 49 | 19169 | 17526.0833857243 | 22453.1666666667 | 0.780561764222906 | 1.09374123003511 |
| 50 | 13807 | 11852.7497951319 | 22555.2916666667 | 0.525497518289622 | 1.16487736927263 |
| 51 | 29743 | 29668.0420704187 | 22667.4166666667 | 1.30884090175334 | 1.00252655464770 |
| 52 | 25591 | 27500.9037031604 | 22715.7083333333 | 1.21065578495764 | 0.930551238469268 |
| 53 | 29096 | 30720.4711330332 | 22737 | 1.3511224494451 | 0.947120891278049 |
| 54 | 26482 | 27786.531745445 | 22583.7083333333 | 1.23037949903171 | 0.953051652599326 |
| 55 | 22405 | 23133.8720873041 | 22430.0833333333 | 1.03137700130275 | 0.968493294829615 |
| 56 | 27044 | 23886.7723058891 | 22271.7916666667 | 1.07251238083551 | 1.13217473058645 |
| 57 | 17970 | 19391.2583161788 | 22234.4583333333 | 0.872126409623749 | 0.926706235716894 |
| 58 | 18730 | 17827.4465031079 | 22489.7916666667 | 0.792690602355864 | 1.05062718862933 |
| 59 | 19684 | 19754.3628549000 | 22878.3333333333 | 0.863452882125739 | 0.9964381106383 |
| 60 | 19785 | 22225.0280327736 | 23132.2083333333 | 0.960782806056068 | 0.890212600444173 |
| 61 | 18479 | 18219.1897089474 | 23341.125 | 0.780561764222906 | 1.01426025499504 |
| 62 | 10698 | 12287.1172854581 | 23381.875 | 0.525497518289622 | 0.870668013616272 |
| 63 | 31956 | 30430.4964307276 | 23249.9583333333 | 1.30884090175334 | 1.05013074869630 |
| 64 | 29506 | 28086.4071071606 | 23199.3333333333 | 1.21065578495764 | 1.05054376971120 |
| 65 | 34506 | 31182.9490881246 | 23079.2916666667 | 1.3511224494451 | 1.10656628090192 |
| 66 | 27165 | 28382.4968152885 | 23068.0833333333 | 1.23037949903171 | 0.957103956596493 |
| 67 | 26736 | 23796.7466808497 | 23072.7916666667 | 1.03137700130275 | 1.12351492237868 |
| 68 | 23691 | 24637.3522204105 | 22971.625 | 1.07251238083551 | 0.961588720575804 |
| 69 | 18157 | 19955.5604418058 | 22881.5 | 0.872126409623749 | 0.90987171485107 |
| 70 | 17328 | 18012.8700465090 | 22723.7083333333 | 0.792690602355864 | 0.961978849303823 |
| 71 | 18205 | 19375.8466976982 | 22439.9583333333 | 0.863452882125739 | 0.939571843441698 |
| 72 | 20995 | 21353.3177993623 | 22224.9166666667 | 0.960782806056068 | 0.983219572586843 |
| 73 | 17382 | 17252.2363001094 | 22102.3333333333 | 0.780561764222906 | 1.00752155822777 |
| 74 | 9367 | 11624.5962892745 | 22121.125 | 0.525497518289622 | 0.805791424227137 |
| 75 | 31124 | 29190.151536166 | 22302.2916666667 | 1.30884090175334 | 1.0662500316738 |
| 76 | 26551 | 27183.056115618 | 22453.1666666667 | 1.21065578495764 | 0.976748158377422 |
| 77 | 30651 | 30538.4636797392 | 22602.2916666667 | 1.3511224494451 | 1.00368506816325 |
| 78 | 25859 | 28116.9911725599 | 22852.2916666667 | 1.23037949903171 | 0.919693001334952 |
| 79 | 25100 | 23836.3257732747 | 23111.1666666667 | 1.03137700130275 | 1.05301463987131 |
| 80 | 25778 | 25046.3369416358 | 23352.9583333333 | 1.07251238083551 | 1.02921237784468 |
| 81 | 20418 | 20505.2907886720 | 23511.8333333333 | 0.872126409623749 | 0.995743011422194 |
| 82 | 18688 | 18769.7904854335 | 23678.5833333333 | 0.792690602355864 | 0.995642440148866 |
| 83 | 20424 | 20550.6822754405 | 23800.5833333333 | 0.863452882125739 | 0.99383561704947 |
| 84 | 24776 | 23085.0887746614 | 24027.375 | 0.960782806056068 | 1.07324690157547 |
| 85 | 19814 | 18976.0419095820 | 24310.75 | 0.780561764222906 | 1.04415873944686 |
| 86 | 12738 | 12814.2788792224 | 24385.0416666667 | 0.525497518289622 | 0.994047352961388 |
| 87 | 31566 | 31962.1674960044 | 24420.2083333333 | 1.30884090175334 | 0.987605111697948 |
| 88 | 30111 | 29508.3727705843 | 24373.875 | 1.21065578495764 | 1.02042224537764 |
| 89 | 30019 | 32886.883387181 | 24340.4166666667 | 1.3511224494451 | 0.912795525394818 |
| 90 | 31934 | 29837.1129780187 | 24250.3333333333 | 1.23037949903171 | 1.07027781218398 |
| 91 | 25826 | 24731.9048027392 | 23979.5 | 1.03137700130275 | 1.04423820995541 |
| 92 | 26835 | 25473.8225014305 | 23751.5416666667 | 1.07251238083551 | 1.05343436378632 |
| 93 | 20205 | 20447.3307210324 | 23445.375 | 0.872126409623749 | 0.988148540054515 |
| 94 | 17789 | 18183.9591015174 | 22939.5416666667 | 0.792690602355864 | 0.978279806981941 |
| 95 | 20520 | 19510.2575296824 | 22595.625 | 0.863452882125739 | 1.05175444090276 |
| 96 | 22518 | 21390.3479700124 | 22263.4583333333 | 0.960782806056068 | 1.05271779737144 |
| 97 | 15572 | 17018.6531921657 | 21803.0833333333 | 0.780561764222906 | 0.914996023725799 |
| 98 | 11509 | 11251.9528616174 | 21412 | 0.525497518289622 | 1.02284466896937 |
| 99 | 25447 | 27738.4288359713 | 21193.125 | 1.30884090175334 | 0.91739154191027 |
| 100 | 24090 | 25556.9436204557 | 21110 | 1.21065578495764 | 0.942600975991449 |
| 101 | 27786 | 28448.8965149037 | 21055.75 | 1.3511224494451 | 0.976698691474504 |
| 102 | 26195 | 25880.0587116954 | 21034.2083333333 | 1.23037949903171 | 1.01216926483101 |
| 103 | 20516 | 21828.4925959886 | 21164.4166666667 | 1.03137700130275 | 0.939872504241096 |
| 104 | 22759 | NA | NA | 1.07251238083551 | NA |
| 105 | 19028 | NA | NA | 0.872126409623749 | NA |
| 106 | 16971 | NA | NA | 0.792690602355864 | NA |
| 107 | 20036 | NA | NA | 0.863452882125739 | NA |
| 108 | 22485 | NA | NA | 0.960782806056068 | NA |
| 109 | 18730 | NA | NA | NA | NA |
