| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 23100 | NA | NA | 23.15 | NA |
| 2 | 22650 | NA | NA | -34.1227272727273 | NA |
| 3 | 22440 | 22794.7181818182 | 22816 | -21.2818181818182 | -354.718181818182 |
| 4 | 22910 | 22700.2181818182 | 22703 | -2.78181818181818 | 209.781818181818 |
| 5 | 22980 | 22668.0363636364 | 22633 | 35.0363636363636 | 311.963636363635 |
| 6 | 22535 | 22724.15 | 22701 | 23.15 | -189.150000000001 |
| 7 | 22300 | 22640.8772727273 | 22675 | -34.1227272727273 | -340.877272727274 |
| 8 | 22780 | 22717.7181818182 | 22739 | -21.2818181818182 | 62.2818181818184 |
| 9 | 22780 | 22989.2181818182 | 22992 | -2.78181818181818 | -209.218181818182 |
| 10 | 23300 | 23469.0363636364 | 23434 | 35.0363636363636 | -169.036363636365 |
| 11 | 23800 | 23833.15 | 23810 | 23.15 | -33.1500000000015 |
| 12 | 24510 | 24165.8772727273 | 24200 | -34.1227272727273 | 344.122727272726 |
| 13 | 24660 | 24532.7181818182 | 24554 | -21.2818181818182 | 127.281818181818 |
| 14 | 24730 | 24729.2181818182 | 24732 | -2.78181818181818 | 0.78181818181838 |
| 15 | 25070 | 24841.0363636364 | 24806 | 35.0363636363636 | 228.963636363635 |
| 16 | 24690 | 24681.15 | 24658 | 23.15 | 8.84999999999854 |
| 17 | 24880 | 24453.8772727273 | 24488 | -34.1227272727273 | 426.122727272726 |
| 18 | 23920 | 24250.7181818182 | 24272 | -21.2818181818182 | -330.718181818182 |
| 19 | 23880 | 24249.2181818182 | 24252 | -2.78181818181818 | -369.218181818182 |
| 20 | 23990 | 24033.0363636364 | 23998 | 35.0363636363636 | -43.0363636363654 |
| 21 | 24590 | 23953.15 | 23930 | 23.15 | 636.849999999999 |
| 22 | 23610 | 23791.8772727273 | 23826 | -34.1227272727273 | -181.877272727274 |
| 23 | 23580 | 23788.7181818182 | 23810 | -21.2818181818182 | -208.718181818182 |
| 24 | 23360 | 23677.2181818182 | 23680 | -2.78181818181818 | -317.218181818182 |
| 25 | 23910 | 23605.0363636364 | 23570 | 35.0363636363636 | 304.963636363635 |
| 26 | 23940 | 23437.15 | 23414 | 23.15 | 502.849999999999 |
| 27 | 23060 | 23311.8772727273 | 23346 | -34.1227272727273 | -251.877272727274 |
| 28 | 22800 | 23120.7181818182 | 23142 | -21.2818181818182 | -320.718181818182 |
| 29 | 23020 | 22907.2181818182 | 22910 | -2.78181818181818 | 112.781818181818 |
| 30 | 22890 | 22839.0363636364 | 22804 | 35.0363636363636 | 50.9636363636346 |
| 31 | 22780 | 22725.15 | 22702 | 23.15 | 54.8499999999985 |
| 32 | 22530 | 22627.8772727273 | 22662 | -34.1227272727273 | -97.8772727272735 |
| 33 | 22290 | 22558.7181818182 | 22580 | -21.2818181818182 | -268.718181818182 |
| 34 | 22820 | 22443.2181818182 | 22446 | -2.78181818181818 | 376.781818181818 |
| 35 | 22480 | 22375.0363636364 | 22340 | 35.0363636363636 | 104.963636363635 |
| 36 | 22110 | 22351.15 | 22328 | 23.15 | -241.150000000001 |
| 37 | 22000 | 22181.8772727273 | 22216 | -34.1227272727273 | -181.877272727274 |
| 38 | 22230 | 22216.7181818182 | 22238 | -21.2818181818182 | 13.2818181818184 |
| 39 | 22260 | 22377.2181818182 | 22380 | -2.78181818181818 | -117.218181818182 |
| 40 | 22590 | 22499.0363636364 | 22464 | 35.0363636363636 | 90.9636363636346 |
| 41 | 22820 | 22487.15 | 22464 | 23.15 | 332.849999999999 |
| 42 | 22420 | 22297.8772727273 | 22332 | -34.1227272727273 | 122.122727272726 |
| 43 | 22230 | 21992.7181818182 | 22014 | -21.2818181818182 | 237.281818181818 |
| 44 | 21600 | 21719.2181818182 | 21722 | -2.78181818181818 | -119.218181818182 |
| 45 | 21000 | 21601.0363636364 | 21566 | 35.0363636363636 | -601.036363636365 |
| 46 | 21360 | 21433.15 | 21410 | 23.15 | -73.1500000000015 |
| 47 | 21640 | 21397.8772727273 | 21432 | -34.1227272727273 | 242.122727272726 |
| 48 | 21450 | 21534.7181818182 | 21556 | -21.2818181818182 | -84.7181818181816 |
| 49 | 21710 | 21641.2181818182 | 21644 | -2.78181818181818 | 68.7818181818184 |
| 50 | 21620 | 21649.0363636364 | 21614 | 35.0363636363636 | -29.0363636363654 |
| 51 | 21800 | 21681.15 | 21658 | 23.15 | 118.849999999999 |
| 52 | 21490 | 21707.8772727273 | 21742 | -34.1227272727273 | -217.877272727274 |
| 53 | 21670 | 21806.7181818182 | 21828 | -21.2818181818182 | -136.718181818182 |
| 54 | 22130 | 21875.2181818182 | 21878 | -2.78181818181818 | 254.781818181818 |
| 55 | 22050 | 22043.0363636364 | 22008 | 35.0363636363636 | 6.96363636363458 |
| 56 | 22050 | 22175.15 | 22152 | 23.15 | -125.150000000001 |
| 57 | 22140 | 22135.8772727273 | 22170 | -34.1227272727273 | 4.12272727272648 |
| 58 | 22390 | 22096.7181818182 | 22118 | -21.2818181818182 | 293.281818181818 |
| 59 | 22220 | 22007.2181818182 | 22010 | -2.78181818181818 | 212.781818181818 |
| 60 | 21790 | 21951.0363636364 | 21916 | 35.0363636363636 | -161.036363636365 |
| 61 | 21510 | 21810.15 | 21787 | 23.15 | -300.150000000001 |
| 62 | 21670 | 21678.8772727273 | 21713 | -34.1227272727273 | -8.87727272727352 |
| 63 | 21745 | 21754.7181818182 | 21776 | -21.2818181818182 | -9.71818181818162 |
| 64 | 21850 | 21881.2181818182 | 21884 | -2.78181818181818 | -31.2181818181816 |
| 65 | 22105 | 21919.0363636364 | 21884 | 35.0363636363636 | 185.963636363635 |
| 66 | 22050 | 21894.15 | 21871 | 23.15 | 155.849999999999 |
| 67 | 21670 | 21826.8772727273 | 21861 | -34.1227272727273 | -156.877272727274 |
| 68 | 21680 | 21802.7181818182 | 21824 | -21.2818181818182 | -122.718181818182 |
| 69 | 21800 | 21807.2181818182 | 21810 | -2.78181818181818 | -7.21818181818162 |
| 70 | 21920 | 21965.0363636364 | 21930 | 35.0363636363636 | -45.0363636363654 |
| 71 | 21980 | 21965.15 | 21942 | 23.15 | 14.8499999999985 |
| 72 | 22270 | 21937.8772727273 | 21972 | -34.1227272727273 | 332.122727272726 |
| 73 | 21740 | 21968.7181818182 | 21990 | -21.2818181818182 | -228.718181818182 |
| 74 | 21950 | 21969.2181818182 | 21972 | -2.78181818181818 | -19.2181818181816 |
| 75 | 22010 | 21937.0363636364 | 21902 | 35.0363636363636 | 72.9636363636346 |
| 76 | 21890 | 21999.15 | 21976 | 23.15 | -109.150000000001 |
| 77 | 21920 | 22019.8772727273 | 22054 | -34.1227272727273 | -99.8772727272735 |
| 78 | 22110 | 22072.7181818182 | 22094 | -21.2818181818182 | 37.2818181818184 |
| 79 | 22340 | 22161.2181818182 | 22164 | -2.78181818181818 | 178.781818181818 |
| 80 | 22210 | 22207.0363636364 | 22172 | 35.0363636363636 | 2.96363636363458 |
| 81 | 22240 | 22217.15 | 22194 | 23.15 | 22.8499999999985 |
| 82 | 21960 | 22103.8772727273 | 22138 | -34.1227272727273 | -143.877272727274 |
| 83 | 22220 | 22092.7181818182 | 22114 | -21.2818181818182 | 127.281818181818 |
| 84 | 22060 | 22055.2181818182 | 22058 | -2.78181818181818 | 4.78181818181838 |
| 85 | 22090 | 22089.0363636364 | 22054 | 35.0363636363636 | 0.963636363634578 |
| 86 | 21960 | 21991.15 | 21968 | 23.15 | -31.1500000000015 |
| 87 | 21940 | 21863.8772727273 | 21898 | -34.1227272727273 | 76.1227272727265 |
| 88 | 21790 | 21796.7181818182 | 21818 | -21.2818181818182 | -6.71818181818162 |
| 89 | 21710 | 21765.2181818182 | 21768 | -2.78181818181818 | -55.2181818181816 |
| 90 | 21690 | 21749.0363636364 | 21714 | 35.0363636363636 | -59.0363636363654 |
| 91 | 21710 | 21707.15 | 21684 | 23.15 | 2.84999999999854 |
| 92 | 21670 | 21607.8772727273 | 21642 | -34.1227272727273 | 62.1227272727265 |
| 93 | 21640 | 21540.7181818182 | 21562 | -21.2818181818182 | 99.2818181818184 |
| 94 | 21500 | 21467.2181818182 | 21470 | -2.78181818181818 | 32.7818181818184 |
| 95 | 21290 | 21487.0363636364 | 21452 | 35.0363636363636 | -197.036363636365 |
| 96 | 21250 | 21481.15 | 21458 | 23.15 | -231.150000000001 |
| 97 | 21580 | 21447.8772727273 | 21482 | -34.1227272727273 | 132.122727272726 |
| 98 | 21670 | 21504.7181818182 | 21526 | -21.2818181818182 | 165.281818181818 |
| 99 | 21620 | 21545.2181818182 | 21548 | -2.78181818181818 | 74.7818181818184 |
| 100 | 21510 | 21551.0363636364 | 21516 | 35.0363636363636 | -41.0363636363654 |
| 101 | 21360 | 21499.15 | 21476 | 23.15 | -139.150000000001 |
| 102 | 21420 | 21391.8772727273 | 21426 | -34.1227272727273 | 28.1227272727265 |
| 103 | 21470 | 21376.7181818182 | 21398 | -21.2818181818182 | 93.2818181818184 |
| 104 | 21370 | 21391.2181818182 | 21394 | -2.78181818181818 | -21.2181818181816 |
| 105 | 21370 | 21371.0363636364 | 21336 | 35.0363636363636 | -1.03636363636542 |
| 106 | 21340 | 21291.15 | 21268 | 23.15 | 48.8499999999985 |
| 107 | 21130 | 21157.8772727273 | 21192 | -34.1227272727273 | -27.8772727272735 |
| 108 | 21130 | 21144.7181818182 | 21166 | -21.2818181818182 | -14.7181818181816 |
| 109 | 20990 | 21159.2181818182 | 21162 | -2.78181818181818 | -169.218181818182 |
| 110 | 21240 | 21257.0363636364 | 21222 | 35.0363636363636 | -17.0363636363654 |
| 111 | 21320 | 21297.15 | 21274 | 23.15 | 22.8499999999985 |
| 112 | 21430 | 21347.8772727273 | 21382 | -34.1227272727273 | 82.1227272727265 |
| 113 | 21390 | 21414.7181818182 | 21436 | -21.2818181818182 | -24.7181818181816 |
| 114 | 21530 | 21495.2181818182 | 21498 | -2.78181818181818 | 34.7818181818184 |
| 115 | 21510 | 21559.0363636364 | 21524 | 35.0363636363636 | -49.0363636363654 |
| 116 | 21630 | 21591.15 | 21568 | 23.15 | 38.8499999999985 |
| 117 | 21560 | 21539.8772727273 | 21574 | -34.1227272727273 | 20.1227272727265 |
| 118 | 21610 | 21512.7181818182 | 21534 | -21.2818181818182 | 97.2818181818184 |
| 119 | 21560 | 21473.2181818182 | 21476 | -2.78181818181818 | 86.7818181818184 |
| 120 | 21310 | 21481.0363636364 | 21446 | 35.0363636363636 | -171.036363636365 |
| 121 | 21340 | 21457.15 | 21434 | 23.15 | -117.150000000001 |
| 122 | 21410 | 21363.8772727273 | 21398 | -34.1227272727273 | 46.1227272727265 |
| 123 | 21550 | 21434.7181818182 | 21456 | -21.2818181818182 | 115.281818181818 |
| 124 | 21380 | 21491.2181818182 | 21494 | -2.78181818181818 | -111.218181818182 |
| 125 | 21600 | 21559.0363636364 | 21524 | 35.0363636363636 | 40.9636363636346 |
| 126 | 21530 | 21571.15 | 21548 | 23.15 | -41.1500000000015 |
| 127 | 21560 | 21545.8772727273 | 21580 | -34.1227272727273 | 14.1227272727265 |
| 128 | 21670 | 21546.7181818182 | 21568 | -21.2818181818182 | 123.281818181818 |
| 129 | 21540 | 21569.2181818182 | 21572 | -2.78181818181818 | -29.2181818181816 |
| 130 | 21540 | 21613.0363636364 | 21578 | 35.0363636363636 | -73.0363636363654 |
| 131 | 21550 | 21551.15 | 21528 | 23.15 | -1.15000000000146 |
| 132 | 21590 | 21469.8772727273 | 21504 | -34.1227272727273 | 120.122727272726 |
| 133 | 21420 | 21448.7181818182 | 21470 | -21.2818181818182 | -28.7181818181816 |
| 134 | 21420 | 21433.2181818182 | 21436 | -2.78181818181818 | -13.2181818181816 |
| 135 | 21370 | 21395.0363636364 | 21360 | 35.0363636363636 | -25.0363636363654 |
| 136 | 21380 | 21400.15 | 21377 | 23.15 | -20.1500000000015 |
| 137 | 21210 | 21331.8772727273 | 21366 | -34.1227272727273 | -121.877272727274 |
| 138 | 21505 | 21347.7181818182 | 21369 | -21.2818181818182 | 157.281818181818 |
| 139 | 21365 | 21360.2181818182 | 21363 | -2.78181818181818 | 4.78181818181838 |
| 140 | 21385 | 21428.0363636364 | 21393 | 35.0363636363636 | -43.0363636363654 |
| 141 | 21350 | 21421.15 | 21398 | 23.15 | -71.1500000000015 |
| 142 | 21360 | 21366.8772727273 | 21401 | -34.1227272727273 | -6.87727272727352 |
| 143 | 21530 | 21428.7181818182 | 21450 | -21.2818181818182 | 101.281818181818 |
| 144 | 21380 | 21606.2181818182 | 21609 | -2.78181818181818 | -226.218181818182 |
| 145 | 21630 | 21835.0363636364 | 21800 | 35.0363636363636 | -205.036363636365 |
| 146 | 22145 | 21985.15 | 21962 | 23.15 | 159.849999999999 |
| 147 | 22315 | 22139.8772727273 | 22174 | -34.1227272727273 | 175.122727272726 |
| 148 | 22340 | 22253.7181818182 | 22275 | -21.2818181818182 | 86.2818181818184 |
| 149 | 22440 | 22234.2181818182 | 22237 | -2.78181818181818 | 205.781818181818 |
| 150 | 22135 | 22221.0363636364 | 22186 | 35.0363636363636 | -86.0363636363654 |
| 151 | 21955 | 22151.15 | 22128 | 23.15 | -196.150000000001 |
| 152 | 22060 | 22012.8772727273 | 22047 | -34.1227272727273 | 47.1227272727265 |
| 153 | 22050 | 22054.7181818182 | 22076 | -21.2818181818182 | -4.71818181818162 |
| 154 | 22035 | 22145.2181818182 | 22148 | -2.78181818181818 | -110.218181818182 |
| 155 | 22280 | 22212.0363636364 | 22177 | 35.0363636363636 | 67.9636363636346 |
| 156 | 22315 | 22184.15 | 22161 | 23.15 | 130.849999999999 |
| 157 | 22205 | 22134.8772727273 | 22169 | -34.1227272727273 | 70.1227272727265 |
| 158 | 21970 | 22114.7181818182 | 22136 | -21.2818181818182 | -144.718181818182 |
| 159 | 22075 | 22091.2181818182 | 22094 | -2.78181818181818 | -16.2181818181816 |
| 160 | 22115 | 22065.0363636364 | 22030 | 35.0363636363636 | 49.9636363636346 |
| 161 | 22105 | 22020.15 | 21997 | 23.15 | 84.8499999999985 |
| 162 | 21885 | 21929.8772727273 | 21964 | -34.1227272727273 | -44.8772727272735 |
| 163 | 21805 | 21918.7181818182 | 21940 | -21.2818181818182 | -113.718181818182 |
| 164 | 21910 | 21965.2181818182 | 21968 | -2.78181818181818 | -55.2181818181816 |
| 165 | 21995 | 22046.0363636364 | 22011 | 35.0363636363636 | -51.0363636363654 |
| 166 | 22245 | 22099.15 | 22076 | 23.15 | 145.849999999999 |
| 167 | 22100 | 22119.8772727273 | 22154 | -34.1227272727273 | -19.8772727272735 |
| 168 | 22130 | 22316.7181818182 | 22338 | -21.2818181818182 | -186.718181818182 |
| 169 | 22300 | 22494.2181818182 | 22497 | -2.78181818181818 | -194.218181818182 |
| 170 | 22915 | 22688.0363636364 | 22653 | 35.0363636363636 | 226.963636363635 |
| 171 | 23040 | 22850.15 | 22827 | 23.15 | 189.849999999999 |
| 172 | 22880 | 22964.8772727273 | 22999 | -34.1227272727273 | -84.8772727272735 |
| 173 | 23000 | 22998.7181818182 | 23020 | -21.2818181818182 | 1.28181818181838 |
| 174 | 23160 | 22963.2181818182 | 22966 | -2.78181818181818 | 196.781818181818 |
| 175 | 23020 | 22957.0363636364 | 22922 | 35.0363636363636 | 62.9636363636346 |
| 176 | 22770 | 22893.15 | 22870 | 23.15 | -123.150000000001 |
| 177 | 22660 | 22784.8772727273 | 22819 | -34.1227272727273 | -124.877272727274 |
| 178 | 22740 | 22737.7181818182 | 22759 | -21.2818181818182 | 2.28181818181838 |
| 179 | 22905 | 22743.2181818182 | 22746 | -2.78181818181818 | 161.781818181818 |
| 180 | 22720 | 22796.0363636364 | 22761 | 35.0363636363636 | -76.0363636363654 |
| 181 | 22705 | 22756.15 | 22733 | 23.15 | -51.1500000000015 |
| 182 | 22735 | 22619.8772727273 | 22654 | -34.1227272727273 | 115.122727272726 |
| 183 | 22600 | 22600.7181818182 | 22622 | -21.2818181818182 | -0.71818181818162 |
| 184 | 22510 | 22593.2181818182 | 22596 | -2.78181818181818 | -83.2181818181816 |
| 185 | 22560 | 22621.0363636364 | 22586 | 35.0363636363636 | -61.0363636363654 |
| 186 | 22575 | 22685.15 | 22662 | 23.15 | -110.150000000001 |
| 187 | 22685 | 22780.8772727273 | 22815 | -34.1227272727273 | -95.8772727272735 |
| 188 | 22980 | 23050.7181818182 | 23072 | -21.2818181818182 | -70.7181818181816 |
| 189 | 23275 | 23282.2181818182 | 23285 | -2.78181818181818 | -7.21818181818162 |
| 190 | 23845 | 23511.0363636364 | 23476 | 35.0363636363636 | 333.963636363635 |
| 191 | 23640 | 23670.15 | 23647 | 23.15 | -30.1500000000015 |
| 192 | 23640 | 23682.8772727273 | 23717 | -34.1227272727273 | -42.8772727272735 |
| 193 | 23835 | 23737.7181818182 | 23759 | -21.2818181818182 | 97.2818181818184 |
| 194 | 23625 | 23829.2181818182 | 23832 | -2.78181818181818 | -204.218181818182 |
| 195 | 24055 | 24004.0363636364 | 23969 | 35.0363636363636 | 50.9636363636346 |
| 196 | 24005 | 24114.15 | 24091 | 23.15 | -109.150000000001 |
| 197 | 24325 | 24265.8772727273 | 24300 | -34.1227272727273 | 59.1227272727265 |
| 198 | 24445 | 24390.7181818182 | 24412 | -21.2818181818182 | 54.2818181818184 |
| 199 | 24670 | 24548.2181818182 | 24551 | -2.78181818181818 | 121.781818181818 |
| 200 | 24615 | 24734.0363636364 | 24699 | 35.0363636363636 | -119.036363636365 |
| 201 | 24700 | 24870.15 | 24847 | 23.15 | -170.150000000001 |
| 202 | 25065 | 24922.8772727273 | 24957 | -34.1227272727273 | 142.122727272726 |
| 203 | 25185 | 25059.7181818182 | 25081 | -21.2818181818182 | 125.281818181818 |
| 204 | 25220 | 25133.2181818182 | 25136 | -2.78181818181818 | 86.7818181818184 |
| 205 | 25235 | 25169.0363636364 | 25134 | 35.0363636363636 | 65.9636363636346 |
| 206 | 24975 | 25224.15 | 25201 | 23.15 | -249.150000000001 |
| 207 | 25055 | 25298.8772727273 | 25333 | -34.1227272727273 | -243.877272727274 |
| 208 | 25520 | 25456.7181818182 | 25478 | -21.2818181818182 | 63.2818181818184 |
| 209 | 25880 | 25628.2181818182 | 25631 | -2.78181818181818 | 251.781818181818 |
| 210 | 25960 | 25648.0363636364 | 25613 | 35.0363636363636 | 311.963636363635 |
| 211 | 25740 | 25579.15 | 25556 | 23.15 | 160.849999999999 |
| 212 | 24965 | 25324.8772727273 | 25359 | -34.1227272727273 | -359.877272727274 |
| 213 | 25235 | 25072.7181818182 | 25094 | -21.2818181818182 | 162.281818181818 |
| 214 | 24895 | 24910.2181818182 | 24913 | -2.78181818181818 | -15.2181818181816 |
| 215 | 24635 | 24882.0363636364 | 24847 | 35.0363636363636 | -247.036363636365 |
| 216 | 24835 | 24762.15 | 24739 | 23.15 | 72.8499999999985 |
| 217 | 24635 | 24743.8772727273 | 24778 | -34.1227272727273 | -108.877272727274 |
| 218 | 24695 | 24873.7181818182 | 24895 | -21.2818181818182 | -178.718181818182 |
| 219 | 25090 | 24873.2181818182 | 24876 | -2.78181818181818 | 216.781818181818 |
| 220 | 25220 | 24985.0363636364 | 24950 | 35.0363636363636 | 234.963636363635 |
| 221 | 24740 | 24964.15 | 24941 | 23.15 | -224.150000000001 |
| 222 | 25005 | 24780.8772727273 | 24815 | -34.1227272727273 | 224.122727272726 |
| 223 | 24650 | 24685.7181818182 | 24707 | -21.2818181818182 | -35.7181818181816 |
| 224 | 24460 | 24724.2181818182 | 24727 | -2.78181818181818 | -264.218181818182 |
| 225 | 24680 | 24687.0363636364 | 24652 | 35.0363636363636 | -7.03636363636542 |
| 226 | 24840 | NA | 24620 | NA | NA |
| 227 | 24630 | NA | 24667 | NA | NA |
| 228 | 24490 | NA | NA | NA | NA |
| 229 | 24695 | NA | NA | NA | NA |
