| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 10665.78 | NA | NA | -97.3884244791666 | NA |
| 2 | 10666.71 | NA | NA | 84.9603776041668 | NA |
| 3 | 10682.74 | NA | NA | 16.2432421875003 | NA |
| 4 | 10777.22 | NA | NA | -88.4755078125003 | NA |
| 5 | 10052.6 | NA | NA | -151.524882812500 | NA |
| 6 | 10213.97 | NA | NA | 32.8015755208334 | NA |
| 7 | 10546.82 | 10429.5108463542 | 10243.63 | 185.880846354168 | 117.309153645832 |
| 8 | 10767.2 | 10286.8701171875 | 10175.625 | 111.245117187500 | 480.329882812501 |
| 9 | 10444.5 | 10047.6945963542 | 10115.32875 | -67.6341536458337 | 396.805403645832 |
| 10 | 10314.68 | 10072.0636588542 | 10046.8458333333 | 25.2178255208323 | 242.616341145835 |
| 11 | 9042.56 | 10085.1615234375 | 10028.6675 | 56.4940234375006 | -1042.60152343750 |
| 12 | 9220.75 | 9938.0874609375 | 10045.9075 | -107.820039062500 | -717.3374609375 |
| 13 | 9721.84 | 9927.6457421875 | 10025.0341666667 | -97.3884244791666 | -205.805742187498 |
| 14 | 9978.53 | 10037.4487109375 | 9952.48833333333 | 84.9603776041668 | -58.9187109374998 |
| 15 | 9923.81 | 9839.4494921875 | 9823.20625 | 16.2432421875003 | 84.3605078125001 |
| 16 | 9892.56 | 9590.6769921875 | 9679.1525 | -88.4755078125003 | 301.883007812497 |
| 17 | 10500.98 | 9422.99553385417 | 9574.52041666667 | -151.524882812500 | 1077.98446614583 |
| 18 | 10179.35 | 9521.71615885417 | 9488.91458333333 | 32.8015755208334 | 657.633841145835 |
| 19 | 10080.48 | 9580.90876302083 | 9395.02791666667 | 185.880846354168 | 499.571236979165 |
| 20 | 9492.44 | 9400.75095052083 | 9289.50583333333 | 111.245117187500 | 91.6890494791678 |
| 21 | 8616.49 | 9100.97584635417 | 9168.61 | -67.6341536458337 | -484.485846354166 |
| 22 | 8685.4 | 9051.07657552083 | 9025.85875 | 25.2178255208323 | -365.676575520834 |
| 23 | 8160.67 | 8894.86235677083 | 8838.36833333333 | 56.4940234375006 | -734.192356770833 |
| 24 | 8048.1 | 8548.54412760417 | 8656.36416666667 | -107.820039062500 | -500.444127604166 |
| 25 | 8641.21 | 8421.39740885417 | 8518.78583333333 | -97.3884244791666 | 219.812591145834 |
| 26 | 8526.63 | 8526.59912760417 | 8441.63875 | 84.9603776041668 | 0.0308723958332848 |
| 27 | 8474.21 | 8463.85865885417 | 8447.61541666667 | 16.2432421875003 | 10.3513411458334 |
| 28 | 7916.13 | 8406.52240885417 | 8494.99791666667 | -88.4755078125003 | -490.392408854165 |
| 29 | 7977.64 | 8423.9376171875 | 8575.4625 | -151.524882812500 | -446.297617187497 |
| 30 | 8334.59 | 8731.85032552083 | 8699.04875 | 32.8015755208334 | -397.260325520832 |
| 31 | 8623.36 | 8999.7279296875 | 8813.84708333333 | 185.880846354168 | -376.367929687502 |
| 32 | 9098.03 | 9038.3801171875 | 8927.135 | 111.245117187500 | 59.6498828125004 |
| 33 | 9154.34 | 9012.16084635417 | 9079.795 | -67.6341536458337 | 142.179153645833 |
| 34 | 9284.73 | 9302.9844921875 | 9277.76666666667 | 25.2178255208323 | -18.2544921875015 |
| 35 | 9492.49 | 9543.90944010417 | 9487.41541666667 | 56.4940234375006 | -51.4194401041696 |
| 36 | 9682.35 | 9564.17454427083 | 9671.99458333333 | -107.820039062500 | 118.175455729166 |
| 37 | 9762.12 | 9722.66490885417 | 9820.05333333333 | -97.3884244791666 | 39.4550911458336 |
| 38 | 10124.63 | 10019.0337109375 | 9934.07333333333 | 84.9603776041668 | 105.596289062498 |
| 39 | 10540.05 | 10044.6761588542 | 10028.4329166667 | 16.2432421875003 | 495.373841145833 |
| 40 | 10601.61 | 10012.6999088542 | 10101.1754166667 | -88.4755078125003 | 588.910091145835 |
| 41 | 10323.73 | 10010.4909505208 | 10162.0158333333 | -151.524882812500 | 313.239049479169 |
| 42 | 10418.4 | 10237.7903255208 | 10204.98875 | 32.8015755208334 | 180.609674479170 |
| 43 | 10092.96 | 10431.2395963542 | 10245.35875 | 185.880846354168 | -338.279596354167 |
| 44 | 10364.91 | 10406.5363671875 | 10295.29125 | 111.245117187500 | -41.6263671874985 |
| 45 | 10152.09 | 10250.4991796875 | 10318.1333333333 | -67.6341536458337 | -98.4091796875018 |
| 46 | 10032.8 | 10348.4190755208 | 10323.20125 | 25.2178255208323 | -315.619075520834 |
| 47 | 10204.59 | 10399.7161067708 | 10343.2220833333 | 56.4940234375006 | -195.126106770833 |
| 48 | 10001.6 | 10244.6987109375 | 10352.51875 | -107.820039062500 | -243.098710937502 |
| 49 | 10411.75 | 10261.3390755208 | 10358.7275 | -97.3884244791666 | 150.410924479165 |
| 50 | 10673.38 | 10460.6024609375 | 10375.6420833333 | 84.9603776041668 | 212.777539062499 |
| 51 | 10539.51 | 10413.3444921875 | 10397.10125 | 16.2432421875003 | 126.165507812500 |
| 52 | 10723.78 | 10346.7407421875 | 10435.21625 | -88.4755078125003 | 377.039257812499 |
| 53 | 10682.06 | 10319.0838671875 | 10470.60875 | -151.524882812500 | 362.976132812499 |
| 54 | 10283.19 | 10530.5211588542 | 10497.7195833333 | 32.8015755208334 | -247.331158854167 |
| 55 | 10377.18 | 10708.8591796875 | 10522.9783333333 | 185.880846354168 | -331.679179687499 |
| 56 | 10486.64 | 10652.4705338542 | 10541.2254166667 | 111.245117187500 | -165.830533854165 |
| 57 | 10545.38 | 10493.8995963542 | 10561.53375 | -67.6341536458337 | 51.4804036458336 |
| 58 | 10554.27 | 10610.9340755208 | 10585.71625 | 25.2178255208323 | -56.6640755208336 |
| 59 | 10532.54 | 10671.8352734375 | 10615.34125 | 56.4940234375006 | -139.295273437499 |
| 60 | 10324.31 | 10566.4828776042 | 10674.3029166667 | -107.820039062500 | -242.172877604167 |
| 61 | 10695.25 | 10656.4224088542 | 10753.8108333333 | -97.3884244791666 | 38.8275911458331 |
| 62 | 10827.81 | 10899.9391276042 | 10814.97875 | 84.9603776041668 | -72.1291276041666 |
| 63 | 10872.48 | 10873.0069921875 | 10856.76375 | 16.2432421875003 | -0.526992187496944 |
| 64 | 10971.19 | 10818.0628255208 | 10906.5383333333 | -88.4755078125003 | 153.127174479167 |
| 65 | 11145.65 | 10826.0188671875 | 10977.54375 | -151.524882812500 | 319.631132812499 |
| 66 | 11234.68 | 11120.3394921875 | 11087.5379166667 | 32.8015755208334 | 114.340507812502 |
| 67 | 11333.88 | 11403.7816796875 | 11217.9008333333 | 185.880846354168 | -69.9016796875021 |
| 68 | 10997.97 | 11455.8005338542 | 11344.5554166667 | 111.245117187500 | -457.830533854169 |
| 69 | 11036.89 | 11409.8470963542 | 11477.48125 | -67.6341536458337 | -372.957096354168 |
| 70 | 11257.35 | 11640.2282421875 | 11615.0104166667 | 25.2178255208323 | -382.8782421875 |
| 71 | 11533.59 | 11787.4698567708 | 11730.9758333333 | 56.4940234375006 | -253.879856770831 |
| 72 | 11963.12 | 11733.2807942708 | 11841.1008333333 | -107.820039062500 | 229.839205729169 |
| 73 | 12185.15 | 11893.4619921875 | 11990.8504166667 | -97.3884244791666 | 291.688007812500 |
| 74 | 12377.62 | 12265.6487109375 | 12180.6883333333 | 84.9603776041668 | 111.971289062500 |
| 75 | 12512.89 | 12410.2078255208 | 12393.9645833333 | 16.2432421875003 | 102.682174479169 |
| 76 | 12631.48 | 12497.9369921875 | 12586.4125 | -88.4755078125003 | 133.543007812501 |
| 77 | 12268.53 | 12601.8234505208 | 12753.3483333333 | -151.524882812500 | -333.293450520832 |
| 78 | 12754.8 | 12951.2440755208 | 12918.4425 | 32.8015755208334 | -196.444075520832 |
| 79 | 13407.75 | 13227.3895963542 | 13041.50875 | 185.880846354168 | 180.360403645833 |
| 80 | 13480.21 | 13237.9530338542 | 13126.7079166667 | 111.245117187500 | 242.256966145831 |
| 81 | 13673.28 | 13103.0145963542 | 13170.64875 | -67.6341536458337 | 570.265403645833 |
| 82 | 13239.71 | 13188.0882421875 | 13162.8704166667 | 25.2178255208323 | 51.6217578124997 |
| 83 | 13557.69 | 13207.4244401042 | 13150.9304166667 | 56.4940234375006 | 350.265559895834 |
| 84 | 13901.28 | 13035.9095442708 | 13143.7295833333 | -107.820039062500 | 865.370455729166 |
| 85 | 13200.58 | 13017.4478255208 | 13114.83625 | -97.3884244791666 | 183.132174479168 |
| 86 | 13406.97 | 13115.6795442708 | 13030.7191666667 | 84.9603776041668 | 291.290455729166 |
| 87 | 12538.12 | 12889.6940755208 | 12873.4508333333 | 16.2432421875003 | -351.574075520834 |
| 88 | 12419.57 | 12615.8144921875 | 12704.29 | -88.4755078125003 | -196.244492187501 |
| 89 | 12193.88 | 12379.7413671875 | 12531.26625 | -151.524882812500 | -185.861367187501 |
| 90 | 12656.63 | 12265.6028255208 | 12232.80125 | 32.8015755208334 | 391.027174479168 |
| 91 | 12812.48 | 12030.9495963542 | 11845.06875 | 185.880846354168 | 781.530403645835 |
| 92 | 12056.67 | 11564.7538671875 | 11453.50875 | 111.245117187500 | 491.916132812501 |
| 93 | 11322.38 | 11012.8191796875 | 11080.4533333333 | -67.6341536458337 | 309.560820312501 |
| 94 | 11530.75 | 10736.0465755208 | 10710.82875 | 25.2178255208323 | 794.70342447917 |
| 95 | 11114.08 | 10363.6777734375 | 10307.18375 | 56.4940234375006 | 750.402226562501 |
| 96 | 9181.73 | 9798.4087109375 | 9906.22875 | -107.820039062500 | -616.678710937502 |
| 97 | 8614.55 | 9430.5644921875 | 9527.95291666667 | -97.3884244791666 | -816.014492187502 |
| 98 | 8595.56 | 9284.6724609375 | 9199.71208333333 | 84.9603776041668 | -689.1124609375 |
| 99 | 8396.2 | 8961.52615885417 | 8945.28291666667 | 16.2432421875003 | -565.326158854166 |
| 100 | 7690.5 | 8656.8594921875 | 8745.335 | -88.4755078125003 | -966.3594921875 |
| 101 | 7235.47 | 8442.34220052083 | 8593.86708333333 | -151.524882812500 | -1206.87220052083 |
| 102 | 7992.12 | 8593.1894921875 | 8560.38791666667 | 32.8015755208334 | -601.0694921875 |
| 103 | 8398.37 | 8842.09751302083 | 8656.21666666667 | 185.880846354168 | -443.727513020833 |
| 104 | 8593 | 8911.71845052083 | 8800.47333333333 | 111.245117187500 | -318.718450520833 |
| 105 | 8679.75 | 8895.87751302083 | 8963.51166666667 | -67.6341536458337 | -216.127513020834 |
| 106 | 9374.63 | 9180.35657552083 | 9155.13875 | 25.2178255208323 | 194.273424479166 |
| 107 | 9634.97 | 9460.21860677083 | 9403.72458333333 | 56.4940234375006 | 174.751393229166 |
| 108 | 9857.34 | 9566.82454427083 | 9674.64458333333 | -107.820039062500 | 290.515455729166 |
| 109 | 10238.83 | NA | 9889.72166666667 | NA | NA |
| 110 | 10433.44 | NA | 10042.55875 | NA | NA |
| 111 | 10471.24 | NA | 10172.0904166667 | NA | NA |
| 112 | 10214.51 | NA | 10277.0179166667 | NA | NA |
| 113 | 10677.52 | NA | 10357.8041666667 | NA | NA |
| 114 | 11052.15 | NA | NA | NA | NA |
| 115 | 10500.19 | NA | NA | NA | NA |
| 116 | 10159.27 | NA | NA | NA | NA |
| 117 | 10222.24 | NA | NA | NA | NA |
| 118 | 10350.4 | NA | NA | NA | NA |
| 119 | 10598.07 | NA | NA | NA | NA |
