| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 20366 | NA | NA | 0.853002771004918 | NA |
| 2 | 22782 | NA | NA | 0.953397249096139 | NA |
| 3 | 19169 | NA | NA | 0.770986372116776 | NA |
| 4 | 13807 | NA | NA | 0.481554533693397 | NA |
| 5 | 29743 | NA | NA | 1.30591786898977 | NA |
| 6 | 25591 | NA | NA | 1.19862145741049 | NA |
| 7 | 29096 | 30486.9800724671 | 22737 | 1.34085323800269 | 0.954374619291228 |
| 8 | 26482 | 27488.4415147028 | 22583.7083333333 | 1.21718015079615 | 0.963386737870734 |
| 9 | 22405 | 25012.7096803423 | 22430.0833333333 | 1.11514118376774 | 0.895744614891054 |
| 10 | 27044 | 23562.0166471622 | 22271.7916666667 | 1.05793090200402 | 1.14777951331501 |
| 11 | 17970 | 20621.4822642113 | 22234.4583333333 | 0.927456021417716 | 0.871421354185922 |
| 12 | 18730 | 17496.1190061018 | 22489.7916666667 | 0.777958251700203 | 1.07052312535528 |
| 13 | 19684 | 19515.2817293075 | 22878.3333333333 | 0.853002771004918 | 1.00864544376211 |
| 14 | 19785 | 22054.1837905188 | 23132.2083333333 | 0.953397249096139 | 0.897108693204311 |
| 15 | 18479 | 17995.6892848742 | 23341.125 | 0.770986372116776 | 1.02685702711771 |
| 16 | 10698 | 11259.6479125023 | 23381.875 | 0.481554533693397 | 0.950118519080987 |
| 17 | 31956 | 30362.5360407677 | 23249.9583333333 | 1.30591786898977 | 1.05248125377580 |
| 18 | 29506 | 27807.2187309518 | 23199.3333333333 | 1.19862145741049 | 1.06109137650496 |
| 19 | 34506 | 30945.9429620584 | 23079.2916666667 | 1.34085323800269 | 1.11504115555006 |
| 20 | 27165 | 28078.0131502447 | 23068.0833333333 | 1.21718015079615 | 0.967482985873709 |
| 21 | 26736 | 25729.4202119931 | 23072.7916666667 | 1.11514118376774 | 1.03912174389137 |
| 22 | 23691 | 24302.391956748 | 22971.625 | 1.05793090200402 | 0.974842313553491 |
| 23 | 18157 | 21221.5849540695 | 22881.5 | 0.927456021417716 | 0.85559113700969 |
| 24 | 17328 | 17678.0964071453 | 22723.7083333333 | 0.777958251700203 | 0.980196034738003 |
| 25 | 18205 | 19141.3466395682 | 22439.9583333333 | 0.853002771004918 | 0.95108250964785 |
| 26 | 20995 | 21189.1744113909 | 22224.9166666667 | 0.953397249096139 | 0.990836150214208 |
| 27 | 17382 | 17040.5977919824 | 22102.3333333333 | 0.770986372116776 | 1.02003463799716 |
| 28 | 9367 | 10652.5280341483 | 22121.125 | 0.481554533693397 | 0.879321788215213 |
| 29 | 31124 | 29124.9612069217 | 22302.2916666667 | 1.30591786898977 | 1.06863661650486 |
| 30 | 26551 | 26912.8473534806 | 22453.1666666667 | 1.19862145741049 | 0.98655484688305 |
| 31 | 30651 | 30306.3559675311 | 22602.2916666667 | 1.34085323800269 | 1.01137200502885 |
| 32 | 25859 | 27815.3558168708 | 22852.2916666667 | 1.21718015079615 | 0.929666338631403 |
| 33 | 25100 | 25772.2137549202 | 23111.1666666667 | 1.11514118376774 | 0.97391711238652 |
| 34 | 25778 | 24705.8162740456 | 23352.9583333333 | 1.05793090200402 | 1.04339802879052 |
| 35 | 20418 | 21806.1913995698 | 23511.8333333333 | 0.927456021417716 | 0.9363395755759 |
| 36 | 18688 | 18420.9492927376 | 23678.5833333333 | 0.777958251700203 | 1.01449711972052 |
| 37 | 20424 | 20301.9635348668 | 23800.5833333333 | 0.853002771004918 | 1.00601106710312 |
| 38 | 24776 | 22907.6332280013 | 24027.375 | 0.953397249096139 | 1.08156088206069 |
| 39 | 19814 | 18743.2569459379 | 24310.75 | 0.770986372116776 | 1.05712684071666 |
| 40 | 12738 | 11742.7273688857 | 24385.0416666667 | 0.481554533693397 | 1.08475651352951 |
| 41 | 31566 | 31890.786426953 | 24420.2083333333 | 1.30591786898977 | 0.98981566579749 |
| 42 | 30111 | 29215.0495752411 | 24373.875 | 1.19862145741049 | 1.03066742784233 |
| 43 | 30019 | 32636.9265018345 | 24340.4166666667 | 1.34085323800269 | 0.919786365248352 |
| 44 | 31934 | 29517.0243835234 | 24250.3333333333 | 1.21718015079615 | 1.08188412168761 |
| 45 | 25826 | 26740.5280161585 | 23979.5 | 1.11514118376774 | 0.965799926777592 |
| 46 | 26835 | 25127.4898994027 | 23751.5416666667 | 1.05793090200402 | 1.06795386675841 |
| 47 | 20205 | 21744.5542181464 | 23445.375 | 0.927456021417716 | 0.92919817059935 |
| 48 | 17789 | 17846.0057298040 | 22939.5416666667 | 0.777958251700203 | 0.996805686904563 |
| 49 | 20520 | 19274.130737588 | 22595.625 | 0.853002771004918 | 1.06463945271380 |
| 50 | 22518 | 21225.9199303665 | 22263.4583333333 | 0.953397249096139 | 1.06087274774767 |
| 51 | 15572 | 16809.8801201264 | 21803.0833333333 | 0.770986372116776 | 0.926359967395347 |
| 52 | 11509 | 10311.045675443 | 21412 | 0.481554533693397 | 1.11618165240118 |
| 53 | 25447 | 27676.4806372339 | 21193.125 | 1.30591786898977 | 0.919444937148746 |
| 54 | 24090 | 25302.8989659355 | 21110 | 1.19862145741049 | 0.952064821996549 |
| 55 | 27786 | 28232.6705660751 | 21055.75 | 1.34085323800269 | 0.98417894739962 |
| 56 | 26195 | NA | NA | 1.21718015079615 | NA |
| 57 | 20516 | NA | NA | 1.11514118376774 | NA |
| 58 | 22759 | NA | NA | 1.05793090200402 | NA |
| 59 | 19028 | NA | NA | 0.927456021417716 | NA |
| 60 | 16971 | NA | NA | 0.777958251700203 | NA |
| 61 | 20036 | NA | NA | NA | NA |
