| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 9676 | NA | NA | 90.2296626984129 | NA |
| 2 | 8642 | NA | NA | -765.556051587301 | NA |
| 3 | 9402 | NA | NA | 98.8010912698414 | NA |
| 4 | 9610 | NA | NA | -248.187003968254 | NA |
| 5 | 9294 | NA | NA | 101.723710317461 | NA |
| 6 | 9448 | NA | NA | -42.3239087301591 | NA |
| 7 | 10319 | 10017.3903769841 | 9506.79166666666 | 510.598710317461 | 301.609623015875 |
| 8 | 9548 | 9938.41418650794 | 9533.29166666667 | 405.12251984127 | -390.414186507938 |
| 9 | 9801 | 9758.91418650794 | 9569.25 | 189.664186507936 | 42.0858134920636 |
| 10 | 9596 | 9838.40823412698 | 9578.04166666667 | 260.366567460317 | -242.408234126984 |
| 11 | 8923 | 9070.12251984127 | 9565.5 | -495.37748015873 | -147.12251984127 |
| 12 | 9746 | 9474.39632936508 | 9579.45833333333 | -105.062003968254 | 271.603670634922 |
| 13 | 9829 | 9694.35466269841 | 9604.125 | 90.2296626984129 | 134.645337301587 |
| 14 | 9125 | 8871.3189484127 | 9636.875 | -765.556051587301 | 253.681051587302 |
| 15 | 9782 | 9770.88442460317 | 9672.08333333333 | 98.8010912698414 | 11.1155753968251 |
| 16 | 9441 | 9441.81299603175 | 9690 | -248.187003968254 | -0.812996031747389 |
| 17 | 9162 | 9823.05704365079 | 9721.33333333333 | 101.723710317461 | -661.057043650793 |
| 18 | 9915 | 9716.17609126984 | 9758.5 | -42.3239087301591 | 198.823908730157 |
| 19 | 10444 | 10286.0153769841 | 9775.41666666666 | 510.598710317461 | 157.984623015875 |
| 20 | 10209 | 10183.3308531746 | 9778.20833333333 | 405.12251984127 | 25.6691468253975 |
| 21 | 9985 | 9991.9558531746 | 9802.29166666667 | 189.664186507936 | -6.95585317460245 |
| 22 | 9842 | 10100.533234127 | 9840.16666666667 | 260.366567460317 | -258.533234126984 |
| 23 | 9429 | 9393.5808531746 | 9888.95833333333 | -495.37748015873 | 35.4191468253957 |
| 24 | 10132 | 9822.47966269841 | 9927.54166666667 | -105.062003968254 | 309.520337301588 |
| 25 | 9849 | 10008.2296626984 | 9918 | 90.2296626984129 | -159.229662698413 |
| 26 | 9172 | 9151.1939484127 | 9916.75 | -765.556051587301 | 20.8060515873021 |
| 27 | 10313 | 10038.6760912698 | 9939.875 | 98.8010912698414 | 274.323908730161 |
| 28 | 9819 | 9717.27132936508 | 9965.45833333333 | -248.187003968254 | 101.72867063492 |
| 29 | 9955 | 10083.8903769841 | 9982.16666666667 | 101.723710317461 | -128.890376984127 |
| 30 | 10048 | 9933.21775793651 | 9975.54166666667 | -42.3239087301591 | 114.782242063493 |
| 31 | 10082 | 10491.9737103175 | 9981.375 | 510.598710317461 | -409.973710317461 |
| 32 | 10541 | 10401.5808531746 | 9996.45833333333 | 405.12251984127 | 139.419146825398 |
| 33 | 10208 | 10195.0391865079 | 10005.375 | 189.664186507936 | 12.9608134920618 |
| 34 | 10233 | 10269.8665674603 | 10009.5 | 260.366567460317 | -36.8665674603199 |
| 35 | 9439 | 9533.8308531746 | 10029.2083333333 | -495.37748015873 | -94.8308531746043 |
| 36 | 9963 | 9956.14632936508 | 10061.2083333333 | -105.062003968254 | 6.85367063492231 |
| 37 | 10158 | 10176.2296626984 | 10086 | 90.2296626984129 | -18.2296626984134 |
| 38 | 9225 | 9339.65228174603 | 10105.2083333333 | -765.556051587301 | -114.65228174603 |
| 39 | 10474 | 10228.4260912698 | 10129.625 | 98.8010912698414 | 245.573908730159 |
| 40 | 9757 | 9924.77132936508 | 10172.9583333333 | -248.187003968254 | -167.771329365078 |
| 41 | 10490 | 10314.0987103175 | 10212.375 | 101.723710317461 | 175.901289682541 |
| 42 | 10281 | 10177.4260912698 | 10219.75 | -42.3239087301591 | 103.573908730161 |
| 43 | 10444 | 10731.8903769841 | 10221.2916666667 | 510.598710317461 | -287.890376984127 |
| 44 | 10640 | 10648.8725198413 | 10243.75 | 405.12251984127 | -8.87251984127215 |
| 45 | 10695 | 10442.3308531746 | 10252.6666666667 | 189.664186507936 | 252.669146825398 |
| 46 | 10786 | 10507.6999007937 | 10247.3333333333 | 260.366567460317 | 278.30009920635 |
| 47 | 9832 | 9751.7058531746 | 10247.0833333333 | -495.37748015873 | 80.2941468253957 |
| 48 | 9747 | 10137.0629960317 | 10242.125 | -105.062003968254 | -390.062996031746 |
| 49 | 10411 | 10344.9379960317 | 10254.7083333333 | 90.2296626984129 | 66.0620039682562 |
| 50 | 9511 | 9531.40228174603 | 10296.9583333333 | -765.556051587301 | -20.40228174603 |
| 51 | 10402 | 10405.4260912698 | 10306.625 | 98.8010912698414 | -3.42609126984098 |
| 52 | 9701 | 10047.4796626984 | 10295.6666666667 | -248.187003968254 | -346.479662698412 |
| 53 | 10540 | 10401.6403769841 | 10299.9166666667 | 101.723710317461 | 138.359623015873 |
| 54 | 10112 | 10279.3844246032 | 10321.7083333333 | -42.3239087301591 | -167.384424603177 |
| 55 | 10915 | 10874.0153769841 | 10363.4166666667 | 510.598710317461 | 40.984623015871 |
| 56 | 11183 | 10805.5391865079 | 10400.4166666667 | 405.12251984127 | 377.460813492064 |
| 57 | 10384 | 10596.6225198413 | 10406.9583333333 | 189.664186507936 | -212.622519841269 |
| 58 | 10834 | 10706.3665674603 | 10446 | 260.366567460317 | 127.633432539682 |
| 59 | 9886 | 9999.3308531746 | 10494.7083333333 | -495.37748015873 | -113.330853174602 |
| 60 | 10216 | 10413.3129960317 | 10518.375 | -105.062003968254 | -197.312996031746 |
| 61 | 10943 | 10655.3546626984 | 10565.125 | 90.2296626984129 | 287.645337301587 |
| 62 | 9867 | 9802.0689484127 | 10567.625 | -765.556051587301 | 64.9310515873003 |
| 63 | 10203 | 10664.5510912698 | 10565.75 | 98.8010912698414 | -461.551091269843 |
| 64 | 10837 | 10337.6879960317 | 10585.875 | -248.187003968254 | 499.312003968254 |
| 65 | 10573 | 10690.0987103175 | 10588.375 | 101.723710317461 | -117.098710317459 |
| 66 | 10647 | 10553.3010912698 | 10595.625 | -42.3239087301591 | 93.6989087301608 |
| 67 | 11502 | 11062.0987103175 | 10551.5 | 510.598710317461 | 439.901289682539 |
| 68 | 10656 | 10884.9558531746 | 10479.8333333333 | 405.12251984127 | -228.955853174604 |
| 69 | 10866 | 10635.7475198413 | 10446.0833333333 | 189.664186507936 | 230.25248015873 |
| 70 | 10835 | 10632.908234127 | 10372.5416666667 | 260.366567460317 | 202.091765873016 |
| 71 | 9945 | 9798.87251984127 | 10294.25 | -495.37748015873 | 146.12748015873 |
| 72 | 10331 | 10124.1463293651 | 10229.2083333333 | -105.062003968254 | 206.85367063492 |
| 73 | 9769 | 10207.9796626984 | 10117.75 | 90.2296626984129 | -438.979662698413 |
| 74 | 9321 | 9271.5689484127 | 10037.125 | -765.556051587301 | 49.4310515873021 |
| 75 | 9939 | 10063.1760912698 | 9964.375 | 98.8010912698414 | -124.176091269839 |
| 76 | 9336 | 9622.52132936508 | 9870.70833333333 | -248.187003968254 | -286.52132936508 |
| 77 | 10195 | 9906.39037698413 | 9804.66666666667 | 101.723710317461 | 288.609623015873 |
| 78 | 9464 | 9696.50942460317 | 9738.83333333333 | -42.3239087301591 | -232.509424603175 |
| 79 | 10010 | 10216.8903769841 | 9706.29166666667 | 510.598710317461 | -206.890376984127 |
| 80 | 10213 | 10091.5808531746 | 9686.45833333333 | 405.12251984127 | 121.419146825398 |
| 81 | 9563 | 9845.66418650794 | 9656 | 189.664186507936 | -282.664186507936 |
| 82 | 9890 | 9924.49156746032 | 9664.125 | 260.366567460317 | -34.4915674603199 |
| 83 | 9305 | 9175.8308531746 | 9671.20833333333 | -495.37748015873 | 129.169146825398 |
| 84 | 9391 | 9562.72966269841 | 9667.79166666667 | -105.062003968254 | -171.729662698413 |
| 85 | 9928 | 9764.18799603175 | 9673.95833333333 | 90.2296626984129 | 163.812003968253 |
| 86 | 8686 | 8904.0689484127 | 9669.625 | -765.556051587301 | -218.068948412696 |
| 87 | 9843 | 9749.13442460317 | 9650.33333333333 | 98.8010912698414 | 93.8655753968269 |
| 88 | 9627 | 9390.72966269841 | 9638.91666666667 | -248.187003968254 | 236.270337301588 |
| 89 | 10074 | 9734.09871031746 | 9632.375 | 101.723710317461 | 339.901289682537 |
| 90 | 9503 | 9578.25942460317 | 9620.58333333333 | -42.3239087301591 | -75.2594246031749 |
| 91 | 10119 | NA | NA | 510.598710317461 | NA |
| 92 | 10000 | NA | NA | 405.12251984127 | NA |
| 93 | 9313 | NA | NA | 189.664186507936 | NA |
| 94 | 9866 | NA | NA | 260.366567460317 | NA |
| 95 | 9172 | NA | NA | -495.37748015873 | NA |
| 96 | 9241 | NA | NA | -105.062003968254 | NA |
