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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_decomposeloess.wasp
Title produced by softwareDecomposition by Loess
Date of computationTue, 07 Dec 2010 14:23:13 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/07/t12917316983os9f6xgk568b32.htm/, Retrieved Fri, 03 May 2024 16:34:07 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=106346, Retrieved Fri, 03 May 2024 16:34:07 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact123

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Decomposition by Loess] [] [2010-12-07 14:23:13] [c474a97a96075919a678ad3d2290b00b] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
1145,11
1176,86
1206,41
1192,72
1214,82
1199,07
1157,47
1100,1
1095,63
1105,63
1137,79
1124,72
1152,6
1211,85
1239,62
1244,13
1198,42
1227,99
1304,92
1340,26
1307,32
1356,51
1383,29
1437,87
1494,56
1521,42
1498,76
1488,75
1524,62
1439,27
1423,11
1466,85
1425,83
1363,45
1389,18
1395,89
1368,43
1349,03
1299,88
1365,41
1451,04
1433,75
1464,65
1475,57
1471,16
1429,12
1452,46
1538,09
1631,59
1665,5
1690,6
1711,74
1734,1
1748,09
1703,45
1745,74
1751,01
1795,65
1852,13
1877,1
1989,31
2097,76
2154,87
2152,18
2250,27
2346,9
2525,56
2409,36
2394,36
2401,33
2354,32
2450,41
2504,67
2661,39
2880,4
3064,42
3141,12
3327,7
3564,95
3403,13
3149,9
3006,84
3230,66
3361,13
3484,74
3411,13
3288,18
3280,37
3173,95
3165,26
3092,71
3053,05
3181,96
2999,93
3249,57
3210,52
3030,29
2803,47
2767,63
2882,6
2863,36
2897,06
3012,61
3142,95
3032,93
3045,78
3110,52
3013,24
2987,1
2995,55
2833,18
2848,96
2794,83
2845,26
2915,02
2892,63
2604,42
2641,65
2659,81
2638,53
2720,25
2745,88
2735,7
2811,7
2799,43
2555,28
2304,98
2214,95
2065,81
1940,49
2042
1995,37
1946,81
1765,9
1635,25
1833,42
1910,43
1959,67
1969,6
2061,41
2093,48
2120,88
2174,56
2196,72
2350,44
2440,25
2408,64
2472,81
2407,6
2454,62
2448,05
2497,84
2645,64
2756,76
2849,27
2921,44
2981,85
3080,58
3106,22
3119,31
3061,26
3097,31
3161,69
3257,16
3277,01
3295,32
3363,99
3494,17
3667,03
3813,06
3917,96
3895,51
3801,06
3570,12
3701,61
3862,27
3970,1
4138,52
4199,75
4290,89
4443,91
4502,64
4356,98
4591,27
4696,96
4621,4
4562,84
4202,52
4296,49
4435,23
4105,18
4116,68
3844,49
3720,98
3674,4
3857,62
3801,06
3504,37
3032,6
3047,03
2962,34
2197,82
2014,45
1862,83
1905,41
1810,99
1670,07
1864,44
2052,02
2029,6
2070,83
2293,41
2443,27
2513,17
2466,92
2502,66

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'RServer@AstonUniversity' @ vre.aston.ac.uk

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 3 seconds \tabularnewline
R Server & 'RServer@AstonUniversity' @ vre.aston.ac.uk \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=106346&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'RServer@AstonUniversity' @ vre.aston.ac.uk[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=106346&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=106346&T=0

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'RServer@AstonUniversity' @ vre.aston.ac.uk






Seasonal Decomposition by Loess - Parameters
ComponentWindowDegreeJump
Seasonal21610217
Trend1912
Low-pass1312

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Parameters \tabularnewline
Component & Window & Degree & Jump \tabularnewline
Seasonal & 2161 & 0 & 217 \tabularnewline
Trend & 19 & 1 & 2 \tabularnewline
Low-pass & 13 & 1 & 2 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=106346&T=1

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Parameters[/C][/ROW]
[ROW][C]Component[/C][C]Window[/C][C]Degree[/C][C]Jump[/C][/ROW]
[ROW][C]Seasonal[/C][C]2161[/C][C]0[/C][C]217[/C][/ROW]
[ROW][C]Trend[/C][C]19[/C][C]1[/C][C]2[/C][/ROW]
[ROW][C]Low-pass[/C][C]13[/C][C]1[/C][C]2[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=106346&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=106346&T=1

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Seasonal Decomposition by Loess - Parameters
ComponentWindowDegreeJump
Seasonal21610217
Trend1912
Low-pass1312






Seasonal Decomposition by Loess - Time Series Components
tObservedFittedSeasonalTrendRemainder
11145.111120.035011898154.656820628700431165.52816747315-25.0749881018528
21176.861184.261181951175.669324889600481163.789493159237.40118195117157
31206.411273.81734312876-23.04816197406081162.050818845367.4073431287572
41192.721181.9291703564342.47292480032721161.03790484324-10.7908296435653
51214.821223.4887985612646.12621059756431160.024990841178.6687985612632
61199.071221.9400558548316.40019108477851159.799753060422.8700558548262
71157.471143.8268661954711.53861852491371159.57451527962-13.643133804532
81100.11030.902929443949.800863360732821159.49620719532-69.1970705560577
91095.631043.06514136844-11.22304047947151159.41789911103-52.5648586315599
101105.631102.92103793521-52.43927770518141160.77823976997-2.70896206478824
111137.791145.0774291753-31.63600960421161162.138580428917.28742917530371
121124.721098.08961303303-18.31845856967471169.66884553665-26.6303869669709
131152.61123.344068726924.656820628700431177.19911064438-29.2559312730841
141211.851226.584369752975.669324889600481191.4463053574314.73436975297
151239.621296.59466190359-23.04816197406081205.6935000704856.9746619035855
161244.131220.058635169142.47292480032721225.72844003057-24.0713648308952
171198.421104.9504094117846.12621059756431245.76337999066-93.4695905882247
181227.991169.632562392616.40019108477851269.94724652263-58.3574376074048
191304.921304.1702684204911.53861852491371294.13111305459-0.749731579505578
201340.261349.924941747499.800863360732821320.794194891789.66494174748527
211307.321278.4057637505-11.22304047947151347.45727672897-28.9142362495006
221356.511393.09460811605-52.43927770518141372.3646695891336.584608116051
231383.291400.94394715492-31.63600960421161397.2720624492917.6539471549229
241437.871478.34290447445-18.31845856967471415.7155540952340.4729044744465
251494.561550.304133630134.656820628700431434.1590457411755.7441336301322
261521.421593.75231959365.669324889600481443.418355516872.3323195935968
271498.761567.89049668162-23.04816197406081452.6776652924469.1304966816222
281488.751480.8026088045242.47292480032721454.22446639515-7.94739119548149
291524.621547.3425219045746.12621059756431455.7712674978722.7225219045656
301439.271412.2838480869216.40019108477851449.85596082831-26.9861519130843
311423.111390.7407273163411.53861852491371443.94065415874-32.3692726836553
321466.851491.16736007869.800863360732821432.7317765606624.3173600786047
331425.831441.36014151689-11.22304047947151421.5228989625815.5301415168879
341363.451367.87991556646-52.43927770518141411.459362138724.42991556645939
351389.181408.60018428935-31.63600960421161401.3958253148619.4201842893513
361395.891412.92532578788-18.31845856967471397.173132781817.0353257878764
371368.431339.252739122564.656820628700431392.95044024874-29.1772608774365
381349.031298.078622673485.669324889600481394.31205243692-50.9513773265155
391299.881227.13449734897-23.04816197406081395.67366462509-72.7455026510329
401365.411286.2364203853742.47292480032721402.1106548143-79.1735796146304
411451.041447.4061443989246.12621059756431408.54764500351-3.6338556010769
421433.751427.5076881416.40019108477851423.59212077523-6.24231186000384
431464.651479.1247849281511.53861852491371438.6365965469414.4747849281482
441475.571477.968817467119.800863360732821463.370319172162.39881746711148
451471.161465.4389986821-11.22304047947151488.10404179737-5.72100131790148
461429.121394.70968148215-52.43927770518141515.96959622303-34.4103185178508
471452.461392.72085895552-31.63600960421161543.83515064869-59.7391410444791
481538.091525.1681551758-18.31845856967471569.33030339387-12.9218448241954
491631.591663.697723232254.656820628700431594.8254561390532.10772323225
501665.51705.841299856175.669324889600481619.4893752542340.341299856173
511690.61760.09486760466-23.04816197406081644.153294369469.494867604657
521711.741710.2740120823442.47292480032721670.73306311733-1.46598791765996
531734.11724.7609575371746.12621059756431697.31283186526-9.33904246282577
541748.091753.8396104241316.40019108477851725.940198491095.7496104241336
551703.451640.7938163581711.53861852491371754.56756511691-62.656183641828
561745.741693.508405860619.800863360732821788.17073077866-52.2315941393942
571751.011691.46914403906-11.22304047947151821.77389644041-59.540855960937
581795.651780.41651696445-52.43927770518141863.32276074073-15.2334830355455
591852.131831.02438456317-31.63600960421161904.87162504105-21.1056154368339
601877.11815.27304437211-18.31845856967471957.24541419756-61.8269556278876
611989.311964.343976017224.656820628700432009.61920335408-24.966023982779
622097.762122.881242580835.669324889600482066.9694325295725.1212425808267
632154.872208.46850026899-23.04816197406082124.3196617050753.5985002689927
642152.182084.8078080423342.47292480032722177.07926715734-67.3721919576683
652250.272224.5749167928246.12621059756432229.83887260961-25.6950832071784
662346.92401.5282263151316.40019108477852275.8715826000954.6282263151306
672525.562717.6770888845211.53861852491372321.90429259057192.117088884519
682409.362437.676201614119.800863360732822371.2429350251628.3162016141068
692394.362379.36146301972-11.22304047947152420.58157745975-14.998536980283
702401.332372.23585491848-52.43927770518142482.8634227867-29.0941450815221
712354.322195.13074149056-31.63600960421162545.14526811365-159.18925850944
722450.412295.64892352198-18.31845856967472623.48953504769-154.761076478018
732504.672302.849377389574.656820628700432701.83380198173-201.820622610434
742661.392532.253704055115.669324889600482784.85697105529-129.136295944891
752880.42915.96802184521-23.04816197406082867.8801401288535.5680218452148
763064.423141.0666018812542.47292480032722945.3004733184276.6466018812484
773141.123213.3929828944346.12621059756433022.72080650872.2729828944334
783327.73546.6169698400916.40019108477853092.38283907513218.916969840093
793564.953956.3165098328311.53861852491373162.04487164225391.366509832833
803403.133583.574571351389.800863360732823212.88456528789180.444571351378
813149.93047.29878154595-11.22304047947153263.72425893352-102.601218454053
823006.842785.23344677554-52.43927770518143280.88583092964-221.606553224456
833230.663194.90860667846-31.63600960421163298.04740292575-35.7513933215387
843361.133452.75951334264-18.31845856967473287.8189452270491.6295133426352
853484.743687.232691842974.656820628700433277.59048752833202.49269184297
863411.133555.734641738085.669324889600483260.85603337232144.604641738079
873288.183355.28658275775-23.04816197406083244.1215792163167.1065827577486
883280.373286.4088936935242.47292480032723231.858181506156.03889369351919
893173.953082.1790056064446.12621059756433219.59478379599-91.7709943935588
903165.263115.1878619368916.40019108477853198.93194697833-50.0721380631071
913092.712995.6122713144211.53861852491373178.26911016066-97.0977286855764
923053.052949.897525666539.800863360732823146.40161097274-103.152474333472
933181.963260.60892869466-11.22304047947153114.5341117848178.6489286946567
942999.932969.38771586293-52.43927770518143082.91156184226-30.5422841370746
953249.573479.48699770452-31.63600960421163051.2890118997229.916997704515
963210.523410.57420925788-18.31845856967473028.78424931179200.05420925788
973030.293049.643692647414.656820628700433006.2794867238919.3536926474071
982803.472607.481329015785.669324889600482993.78934609462-195.988670984219
992767.632577.00895650872-23.04816197406082981.29920546534-190.621043491283
1002882.62747.4569326457542.47292480032722975.27014255392-135.143067354248
1012863.362711.3527097599446.12621059756432969.2410796425-152.007290240061
1022897.062806.7077142728316.40019108477852971.01209464239-90.3522857271664
1033012.613040.8982718328111.53861852491372972.7831096422828.2882718328078
1043142.953294.591665808839.800863360732822981.50747083044151.64166580883
1053032.933086.85120846088-11.22304047947152990.231832018653.9212084608753
1063045.783153.09523742507-52.43927770518142990.90404028011107.315237425074
1073110.523261.09976106259-31.63600960421162991.57624854162150.579761062592
1083013.243065.57493699705-18.31845856967472979.2235215726352.3349369970497
1092987.13002.672384767674.656820628700432966.8707946036315.5723847676691
1102995.553043.270646930035.669324889600482942.1600281803747.7206469300313
1112833.182771.95890021695-23.04816197406082917.44926175711-61.2210997830462
1122848.962769.8098621718542.47292480032722885.63721302782-79.1501378281482
1132794.832689.708625103946.12621059756432853.82516429854-105.121374896099
1142845.262849.492050687116.40019108477852824.627758228134.23205068709558
1152915.023023.0710293173711.53861852491372795.43035215772108.05102931737
1162892.632997.677763896229.800863360732822777.78137274305105.047763896215
1172604.422459.93064715108-11.22304047947152760.13239332839-144.489352848916
1182641.652586.09648539164-52.43927770518142749.64279231354-55.5535146083625
1192659.812612.10281830551-31.63600960421162739.1531912987-47.7071816944886
1202638.532577.42005135563-18.31845856967472717.95840721405-61.1099486443704
1212720.252739.079556241914.656820628700432696.7636231293918.8295562419084
1222745.882830.119033279155.669324889600482655.9716418312584.2390332791515
1232735.72879.26850144095-23.04816197406082615.17966053311143.568501440955
1242811.73020.0566377802142.47292480032722560.87043741946208.356637780211
1252799.433046.1725750966246.12621059756432506.56121430582246.742575096619
1262555.282654.6419628089916.40019108477852439.5178461062399.3619628089918
1272304.982225.9469035684411.53861852491372372.47447790664-79.0330964315563
1282214.952128.658475335569.800863360732822291.44066130371-86.2915246644438
1292065.811932.43619577869-11.22304047947152210.40684470078-133.373804221307
1301940.491801.39213479191-52.43927770518142132.02714291327-139.097865208093
13120422061.98856847844-31.63600960421162053.6474411257719.9885684784422
1321995.372006.11939778485-18.31845856967472002.9390607848210.7493977848528
1331946.811936.732498927434.656820628700431952.23068044387-10.0775010725743
1341765.91589.971418189435.669324889600481936.15925692097-175.928581810575
1351635.251373.46032857599-23.04816197406081920.08783339808-261.789671424015
1361833.421695.916868816542.47292480032721928.45020638318-137.503131183503
1371910.431837.9212100341646.12621059756431936.81257936828-72.5087899658402
1381959.671936.7248159367616.40019108477851966.21499297846-22.9451840632387
1391969.61932.0439748864411.53861852491371995.61740658864-37.5560251135585
1402061.412067.952032245499.800863360732822045.067104393776.54203224549474
1412093.482103.66623828057-11.22304047947152094.516802198910.1862382805716
1422120.882146.77314609301-52.43927770518142147.4261316121725.8931460930107
1432174.562180.42054857877-31.63600960421162200.335461025445.86054857877025
1442196.722167.72791410735-18.31845856967472244.03054446233-28.9920858926512
1452350.442408.497551472094.656820628700432287.7256278992158.057551472089
1462440.252546.618915909465.669324889600482328.21175920094106.368915909461
1472408.642471.63027147139-23.04816197406082368.6978905026762.9902714713926
1482472.812488.0467400678442.47292480032722415.1003351318415.2367400678354
1492407.62307.5710096414346.12621059756432461.50277976101-100.028990358571
1502454.622378.0341958380416.40019108477852514.80561307718-76.5858041619567
1512448.052316.4529350817411.53861852491372568.10844639335-131.597064918263
1522497.842359.512593945649.800863360732822626.36654269362-138.327406054358
1532645.642617.87840148557-11.22304047947152684.6246389939-27.7615985144289
1542756.762820.60675996709-52.43927770518142745.3525177380963.8467599670944
1552849.272924.09561312194-31.63600960421162806.0803964822774.8256131219373
1562921.442996.28723745481-18.31845856967472864.9112211148674.8472374548119
1572981.853035.301133623854.656820628700432923.7420457474553.4511336238475
1583080.583179.253962473855.669324889600482976.2367126365598.673962473848
1593106.223206.75678244841-23.04816197406083028.73137952565100.53678244841
1603119.313121.8730316057642.47292480032723074.274043593912.56303160575862
1613061.262956.5770817402646.12621059756433119.81670766218-104.682918259741
1623097.313010.8833337398716.40019108477853167.33647517535-86.4266662601267
1633161.693096.9851387865711.53861852491373214.85624268852-64.7048612134331
1643257.163229.73319325059.800863360732823274.78594338876-27.4268067494954
1653277.013230.52739639047-11.22304047947153334.71564408901-46.4826036095337
1663295.323242.55103416964-52.43927770518143400.52824353554-52.7689658303602
1673363.993293.27516662213-31.63600960421163466.34084298208-70.7148333778664
1683494.173483.16667741414-18.31845856967473523.49178115553-11.0033225858569
1693667.033748.760460042314.656820628700433580.6427193289981.7304600423136
1703813.063988.454278953545.669324889600483631.99639615686175.394278953539
1713917.964175.61808898933-23.04816197406083683.35007298473257.658088989327
1723895.514008.8287683736442.47292480032723739.71830682604113.318768373636
1733801.063759.9072487350946.12621059756433796.08654066734-41.152751264905
1743570.123268.4804544023516.40019108477853855.35935451288-301.639545597654
1753701.613477.0492131166811.53861852491373914.63216835841-224.560786883324
1763862.273740.827931983899.800863360732823973.91120465537-121.442068016107
1773970.13918.23279952713-11.22304047947154033.19024095234-51.8672004728674
1784138.524227.3180835851-52.43927770518144102.1611941200888.7980835851004
1794199.754260.00386231639-31.63600960421164171.1321472878360.2538623163864
1804290.894356.95130292596-18.31845856967474243.1471556437166.061302925963
1814443.914568.00101537174.656820628700434315.1621639996124.091015371701
1824502.644637.925250654045.669324889600484361.68542445636135.285250654035
1834356.984328.79947706093-23.04816197406084408.20868491313-28.1805229390711
1844591.274719.494031506842.47292480032724420.57304369288128.224031506795
1854696.964914.8563869298146.12621059756434432.93740247263217.896386929808
1864621.44815.526916989616.40019108477854410.87289192562194.126916989597
1874562.844725.3330000964711.53861852491374388.80838137862162.493000096465
1884202.524060.990048094329.800863360732824334.24908854495-141.529951905681
1894296.494324.5132447682-11.22304047947154279.6897957112828.0232447681965
1904435.234716.976270168-52.43927770518144205.92300753719281.746270167996
1914105.184109.83979024112-31.63600960421164132.15621936314.65979024111584
1924116.684211.77824802231-18.31845856967474039.9002105473695.0982480223129
1933844.493736.678977639674.656820628700433947.64420173163-107.811022360328
1943720.983602.985303034685.669324889600483833.30537207572-117.994696965318
1953674.43652.88161955425-23.04816197406083718.96654241981-21.5183804457479
1963857.624102.9910776981942.47292480032723569.77599750149245.371077698186
1973801.064135.4083368192746.12621059756433420.58545258317334.34833681927
1983504.373744.6318751323116.40019108477853247.70793378291240.26187513231
1993032.62978.8309664924311.53861852491373074.83041498266-53.7690335075695
2003047.033189.150626447579.800863360732822895.1085101917142.120626447571
2012962.343220.51643507874-11.22304047947152715.38660540074258.176435078735
2022197.821898.65616734056-52.43927770518142549.42311036463-299.163832659444
2032014.451677.0763942757-31.63600960421162383.45961532851-337.373605724302
2041862.831483.14719511812-18.31845856967472260.83126345155-379.68280488188
2051905.411667.960267796714.656820628700432138.20291157459-237.449732203294
2061810.991532.971132360725.669324889600482083.33954274968-278.018867639284
2071670.071334.71198804929-23.04816197406082028.47617392477-335.358011950713
2081864.441616.0894859306542.47292480032722070.31758926902-248.350514069351
2092052.021945.7547847891646.12621059756432112.15900461327-106.265215210839
2102029.61884.6671119847216.40019108477852158.1326969305-144.932888015281
2112070.831926.0149922273611.53861852491372204.10638924773-144.815007772645
2122293.412320.153381761099.800863360732822256.8657548781826.7433817610918
2132443.272588.13791997085-11.22304047947152309.62512050862144.867919970852
2142513.172709.14796474379-52.43927770518142369.63131296139195.977964743787
2152466.922535.83850419004-31.63600960421162429.6375054141768.9185041900423
2162502.662529.51793849938-18.31845856967472494.1205200702926.8579384993809

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Time Series Components \tabularnewline
t & Observed & Fitted & Seasonal & Trend & Remainder \tabularnewline
1 & 1145.11 & 1120.03501189815 & 4.65682062870043 & 1165.52816747315 & -25.0749881018528 \tabularnewline
2 & 1176.86 & 1184.26118195117 & 5.66932488960048 & 1163.78949315923 & 7.40118195117157 \tabularnewline
3 & 1206.41 & 1273.81734312876 & -23.0481619740608 & 1162.0508188453 & 67.4073431287572 \tabularnewline
4 & 1192.72 & 1181.92917035643 & 42.4729248003272 & 1161.03790484324 & -10.7908296435653 \tabularnewline
5 & 1214.82 & 1223.48879856126 & 46.1262105975643 & 1160.02499084117 & 8.6687985612632 \tabularnewline
6 & 1199.07 & 1221.94005585483 & 16.4001910847785 & 1159.7997530604 & 22.8700558548262 \tabularnewline
7 & 1157.47 & 1143.82686619547 & 11.5386185249137 & 1159.57451527962 & -13.643133804532 \tabularnewline
8 & 1100.1 & 1030.90292944394 & 9.80086336073282 & 1159.49620719532 & -69.1970705560577 \tabularnewline
9 & 1095.63 & 1043.06514136844 & -11.2230404794715 & 1159.41789911103 & -52.5648586315599 \tabularnewline
10 & 1105.63 & 1102.92103793521 & -52.4392777051814 & 1160.77823976997 & -2.70896206478824 \tabularnewline
11 & 1137.79 & 1145.0774291753 & -31.6360096042116 & 1162.13858042891 & 7.28742917530371 \tabularnewline
12 & 1124.72 & 1098.08961303303 & -18.3184585696747 & 1169.66884553665 & -26.6303869669709 \tabularnewline
13 & 1152.6 & 1123.34406872692 & 4.65682062870043 & 1177.19911064438 & -29.2559312730841 \tabularnewline
14 & 1211.85 & 1226.58436975297 & 5.66932488960048 & 1191.44630535743 & 14.73436975297 \tabularnewline
15 & 1239.62 & 1296.59466190359 & -23.0481619740608 & 1205.69350007048 & 56.9746619035855 \tabularnewline
16 & 1244.13 & 1220.0586351691 & 42.4729248003272 & 1225.72844003057 & -24.0713648308952 \tabularnewline
17 & 1198.42 & 1104.95040941178 & 46.1262105975643 & 1245.76337999066 & -93.4695905882247 \tabularnewline
18 & 1227.99 & 1169.6325623926 & 16.4001910847785 & 1269.94724652263 & -58.3574376074048 \tabularnewline
19 & 1304.92 & 1304.17026842049 & 11.5386185249137 & 1294.13111305459 & -0.749731579505578 \tabularnewline
20 & 1340.26 & 1349.92494174749 & 9.80086336073282 & 1320.79419489178 & 9.66494174748527 \tabularnewline
21 & 1307.32 & 1278.4057637505 & -11.2230404794715 & 1347.45727672897 & -28.9142362495006 \tabularnewline
22 & 1356.51 & 1393.09460811605 & -52.4392777051814 & 1372.36466958913 & 36.584608116051 \tabularnewline
23 & 1383.29 & 1400.94394715492 & -31.6360096042116 & 1397.27206244929 & 17.6539471549229 \tabularnewline
24 & 1437.87 & 1478.34290447445 & -18.3184585696747 & 1415.71555409523 & 40.4729044744465 \tabularnewline
25 & 1494.56 & 1550.30413363013 & 4.65682062870043 & 1434.15904574117 & 55.7441336301322 \tabularnewline
26 & 1521.42 & 1593.7523195936 & 5.66932488960048 & 1443.4183555168 & 72.3323195935968 \tabularnewline
27 & 1498.76 & 1567.89049668162 & -23.0481619740608 & 1452.67766529244 & 69.1304966816222 \tabularnewline
28 & 1488.75 & 1480.80260880452 & 42.4729248003272 & 1454.22446639515 & -7.94739119548149 \tabularnewline
29 & 1524.62 & 1547.34252190457 & 46.1262105975643 & 1455.77126749787 & 22.7225219045656 \tabularnewline
30 & 1439.27 & 1412.28384808692 & 16.4001910847785 & 1449.85596082831 & -26.9861519130843 \tabularnewline
31 & 1423.11 & 1390.74072731634 & 11.5386185249137 & 1443.94065415874 & -32.3692726836553 \tabularnewline
32 & 1466.85 & 1491.1673600786 & 9.80086336073282 & 1432.73177656066 & 24.3173600786047 \tabularnewline
33 & 1425.83 & 1441.36014151689 & -11.2230404794715 & 1421.52289896258 & 15.5301415168879 \tabularnewline
34 & 1363.45 & 1367.87991556646 & -52.4392777051814 & 1411.45936213872 & 4.42991556645939 \tabularnewline
35 & 1389.18 & 1408.60018428935 & -31.6360096042116 & 1401.39582531486 & 19.4201842893513 \tabularnewline
36 & 1395.89 & 1412.92532578788 & -18.3184585696747 & 1397.1731327818 & 17.0353257878764 \tabularnewline
37 & 1368.43 & 1339.25273912256 & 4.65682062870043 & 1392.95044024874 & -29.1772608774365 \tabularnewline
38 & 1349.03 & 1298.07862267348 & 5.66932488960048 & 1394.31205243692 & -50.9513773265155 \tabularnewline
39 & 1299.88 & 1227.13449734897 & -23.0481619740608 & 1395.67366462509 & -72.7455026510329 \tabularnewline
40 & 1365.41 & 1286.23642038537 & 42.4729248003272 & 1402.1106548143 & -79.1735796146304 \tabularnewline
41 & 1451.04 & 1447.40614439892 & 46.1262105975643 & 1408.54764500351 & -3.6338556010769 \tabularnewline
42 & 1433.75 & 1427.50768814 & 16.4001910847785 & 1423.59212077523 & -6.24231186000384 \tabularnewline
43 & 1464.65 & 1479.12478492815 & 11.5386185249137 & 1438.63659654694 & 14.4747849281482 \tabularnewline
44 & 1475.57 & 1477.96881746711 & 9.80086336073282 & 1463.37031917216 & 2.39881746711148 \tabularnewline
45 & 1471.16 & 1465.4389986821 & -11.2230404794715 & 1488.10404179737 & -5.72100131790148 \tabularnewline
46 & 1429.12 & 1394.70968148215 & -52.4392777051814 & 1515.96959622303 & -34.4103185178508 \tabularnewline
47 & 1452.46 & 1392.72085895552 & -31.6360096042116 & 1543.83515064869 & -59.7391410444791 \tabularnewline
48 & 1538.09 & 1525.1681551758 & -18.3184585696747 & 1569.33030339387 & -12.9218448241954 \tabularnewline
49 & 1631.59 & 1663.69772323225 & 4.65682062870043 & 1594.82545613905 & 32.10772323225 \tabularnewline
50 & 1665.5 & 1705.84129985617 & 5.66932488960048 & 1619.48937525423 & 40.341299856173 \tabularnewline
51 & 1690.6 & 1760.09486760466 & -23.0481619740608 & 1644.1532943694 & 69.494867604657 \tabularnewline
52 & 1711.74 & 1710.27401208234 & 42.4729248003272 & 1670.73306311733 & -1.46598791765996 \tabularnewline
53 & 1734.1 & 1724.76095753717 & 46.1262105975643 & 1697.31283186526 & -9.33904246282577 \tabularnewline
54 & 1748.09 & 1753.83961042413 & 16.4001910847785 & 1725.94019849109 & 5.7496104241336 \tabularnewline
55 & 1703.45 & 1640.79381635817 & 11.5386185249137 & 1754.56756511691 & -62.656183641828 \tabularnewline
56 & 1745.74 & 1693.50840586061 & 9.80086336073282 & 1788.17073077866 & -52.2315941393942 \tabularnewline
57 & 1751.01 & 1691.46914403906 & -11.2230404794715 & 1821.77389644041 & -59.540855960937 \tabularnewline
58 & 1795.65 & 1780.41651696445 & -52.4392777051814 & 1863.32276074073 & -15.2334830355455 \tabularnewline
59 & 1852.13 & 1831.02438456317 & -31.6360096042116 & 1904.87162504105 & -21.1056154368339 \tabularnewline
60 & 1877.1 & 1815.27304437211 & -18.3184585696747 & 1957.24541419756 & -61.8269556278876 \tabularnewline
61 & 1989.31 & 1964.34397601722 & 4.65682062870043 & 2009.61920335408 & -24.966023982779 \tabularnewline
62 & 2097.76 & 2122.88124258083 & 5.66932488960048 & 2066.96943252957 & 25.1212425808267 \tabularnewline
63 & 2154.87 & 2208.46850026899 & -23.0481619740608 & 2124.31966170507 & 53.5985002689927 \tabularnewline
64 & 2152.18 & 2084.80780804233 & 42.4729248003272 & 2177.07926715734 & -67.3721919576683 \tabularnewline
65 & 2250.27 & 2224.57491679282 & 46.1262105975643 & 2229.83887260961 & -25.6950832071784 \tabularnewline
66 & 2346.9 & 2401.52822631513 & 16.4001910847785 & 2275.87158260009 & 54.6282263151306 \tabularnewline
67 & 2525.56 & 2717.67708888452 & 11.5386185249137 & 2321.90429259057 & 192.117088884519 \tabularnewline
68 & 2409.36 & 2437.67620161411 & 9.80086336073282 & 2371.24293502516 & 28.3162016141068 \tabularnewline
69 & 2394.36 & 2379.36146301972 & -11.2230404794715 & 2420.58157745975 & -14.998536980283 \tabularnewline
70 & 2401.33 & 2372.23585491848 & -52.4392777051814 & 2482.8634227867 & -29.0941450815221 \tabularnewline
71 & 2354.32 & 2195.13074149056 & -31.6360096042116 & 2545.14526811365 & -159.18925850944 \tabularnewline
72 & 2450.41 & 2295.64892352198 & -18.3184585696747 & 2623.48953504769 & -154.761076478018 \tabularnewline
73 & 2504.67 & 2302.84937738957 & 4.65682062870043 & 2701.83380198173 & -201.820622610434 \tabularnewline
74 & 2661.39 & 2532.25370405511 & 5.66932488960048 & 2784.85697105529 & -129.136295944891 \tabularnewline
75 & 2880.4 & 2915.96802184521 & -23.0481619740608 & 2867.88014012885 & 35.5680218452148 \tabularnewline
76 & 3064.42 & 3141.06660188125 & 42.4729248003272 & 2945.30047331842 & 76.6466018812484 \tabularnewline
77 & 3141.12 & 3213.39298289443 & 46.1262105975643 & 3022.720806508 & 72.2729828944334 \tabularnewline
78 & 3327.7 & 3546.61696984009 & 16.4001910847785 & 3092.38283907513 & 218.916969840093 \tabularnewline
79 & 3564.95 & 3956.31650983283 & 11.5386185249137 & 3162.04487164225 & 391.366509832833 \tabularnewline
80 & 3403.13 & 3583.57457135138 & 9.80086336073282 & 3212.88456528789 & 180.444571351378 \tabularnewline
81 & 3149.9 & 3047.29878154595 & -11.2230404794715 & 3263.72425893352 & -102.601218454053 \tabularnewline
82 & 3006.84 & 2785.23344677554 & -52.4392777051814 & 3280.88583092964 & -221.606553224456 \tabularnewline
83 & 3230.66 & 3194.90860667846 & -31.6360096042116 & 3298.04740292575 & -35.7513933215387 \tabularnewline
84 & 3361.13 & 3452.75951334264 & -18.3184585696747 & 3287.81894522704 & 91.6295133426352 \tabularnewline
85 & 3484.74 & 3687.23269184297 & 4.65682062870043 & 3277.59048752833 & 202.49269184297 \tabularnewline
86 & 3411.13 & 3555.73464173808 & 5.66932488960048 & 3260.85603337232 & 144.604641738079 \tabularnewline
87 & 3288.18 & 3355.28658275775 & -23.0481619740608 & 3244.12157921631 & 67.1065827577486 \tabularnewline
88 & 3280.37 & 3286.40889369352 & 42.4729248003272 & 3231.85818150615 & 6.03889369351919 \tabularnewline
89 & 3173.95 & 3082.17900560644 & 46.1262105975643 & 3219.59478379599 & -91.7709943935588 \tabularnewline
90 & 3165.26 & 3115.18786193689 & 16.4001910847785 & 3198.93194697833 & -50.0721380631071 \tabularnewline
91 & 3092.71 & 2995.61227131442 & 11.5386185249137 & 3178.26911016066 & -97.0977286855764 \tabularnewline
92 & 3053.05 & 2949.89752566653 & 9.80086336073282 & 3146.40161097274 & -103.152474333472 \tabularnewline
93 & 3181.96 & 3260.60892869466 & -11.2230404794715 & 3114.53411178481 & 78.6489286946567 \tabularnewline
94 & 2999.93 & 2969.38771586293 & -52.4392777051814 & 3082.91156184226 & -30.5422841370746 \tabularnewline
95 & 3249.57 & 3479.48699770452 & -31.6360096042116 & 3051.2890118997 & 229.916997704515 \tabularnewline
96 & 3210.52 & 3410.57420925788 & -18.3184585696747 & 3028.78424931179 & 200.05420925788 \tabularnewline
97 & 3030.29 & 3049.64369264741 & 4.65682062870043 & 3006.27948672389 & 19.3536926474071 \tabularnewline
98 & 2803.47 & 2607.48132901578 & 5.66932488960048 & 2993.78934609462 & -195.988670984219 \tabularnewline
99 & 2767.63 & 2577.00895650872 & -23.0481619740608 & 2981.29920546534 & -190.621043491283 \tabularnewline
100 & 2882.6 & 2747.45693264575 & 42.4729248003272 & 2975.27014255392 & -135.143067354248 \tabularnewline
101 & 2863.36 & 2711.35270975994 & 46.1262105975643 & 2969.2410796425 & -152.007290240061 \tabularnewline
102 & 2897.06 & 2806.70771427283 & 16.4001910847785 & 2971.01209464239 & -90.3522857271664 \tabularnewline
103 & 3012.61 & 3040.89827183281 & 11.5386185249137 & 2972.78310964228 & 28.2882718328078 \tabularnewline
104 & 3142.95 & 3294.59166580883 & 9.80086336073282 & 2981.50747083044 & 151.64166580883 \tabularnewline
105 & 3032.93 & 3086.85120846088 & -11.2230404794715 & 2990.2318320186 & 53.9212084608753 \tabularnewline
106 & 3045.78 & 3153.09523742507 & -52.4392777051814 & 2990.90404028011 & 107.315237425074 \tabularnewline
107 & 3110.52 & 3261.09976106259 & -31.6360096042116 & 2991.57624854162 & 150.579761062592 \tabularnewline
108 & 3013.24 & 3065.57493699705 & -18.3184585696747 & 2979.22352157263 & 52.3349369970497 \tabularnewline
109 & 2987.1 & 3002.67238476767 & 4.65682062870043 & 2966.87079460363 & 15.5723847676691 \tabularnewline
110 & 2995.55 & 3043.27064693003 & 5.66932488960048 & 2942.16002818037 & 47.7206469300313 \tabularnewline
111 & 2833.18 & 2771.95890021695 & -23.0481619740608 & 2917.44926175711 & -61.2210997830462 \tabularnewline
112 & 2848.96 & 2769.80986217185 & 42.4729248003272 & 2885.63721302782 & -79.1501378281482 \tabularnewline
113 & 2794.83 & 2689.7086251039 & 46.1262105975643 & 2853.82516429854 & -105.121374896099 \tabularnewline
114 & 2845.26 & 2849.4920506871 & 16.4001910847785 & 2824.62775822813 & 4.23205068709558 \tabularnewline
115 & 2915.02 & 3023.07102931737 & 11.5386185249137 & 2795.43035215772 & 108.05102931737 \tabularnewline
116 & 2892.63 & 2997.67776389622 & 9.80086336073282 & 2777.78137274305 & 105.047763896215 \tabularnewline
117 & 2604.42 & 2459.93064715108 & -11.2230404794715 & 2760.13239332839 & -144.489352848916 \tabularnewline
118 & 2641.65 & 2586.09648539164 & -52.4392777051814 & 2749.64279231354 & -55.5535146083625 \tabularnewline
119 & 2659.81 & 2612.10281830551 & -31.6360096042116 & 2739.1531912987 & -47.7071816944886 \tabularnewline
120 & 2638.53 & 2577.42005135563 & -18.3184585696747 & 2717.95840721405 & -61.1099486443704 \tabularnewline
121 & 2720.25 & 2739.07955624191 & 4.65682062870043 & 2696.76362312939 & 18.8295562419084 \tabularnewline
122 & 2745.88 & 2830.11903327915 & 5.66932488960048 & 2655.97164183125 & 84.2390332791515 \tabularnewline
123 & 2735.7 & 2879.26850144095 & -23.0481619740608 & 2615.17966053311 & 143.568501440955 \tabularnewline
124 & 2811.7 & 3020.05663778021 & 42.4729248003272 & 2560.87043741946 & 208.356637780211 \tabularnewline
125 & 2799.43 & 3046.17257509662 & 46.1262105975643 & 2506.56121430582 & 246.742575096619 \tabularnewline
126 & 2555.28 & 2654.64196280899 & 16.4001910847785 & 2439.51784610623 & 99.3619628089918 \tabularnewline
127 & 2304.98 & 2225.94690356844 & 11.5386185249137 & 2372.47447790664 & -79.0330964315563 \tabularnewline
128 & 2214.95 & 2128.65847533556 & 9.80086336073282 & 2291.44066130371 & -86.2915246644438 \tabularnewline
129 & 2065.81 & 1932.43619577869 & -11.2230404794715 & 2210.40684470078 & -133.373804221307 \tabularnewline
130 & 1940.49 & 1801.39213479191 & -52.4392777051814 & 2132.02714291327 & -139.097865208093 \tabularnewline
131 & 2042 & 2061.98856847844 & -31.6360096042116 & 2053.64744112577 & 19.9885684784422 \tabularnewline
132 & 1995.37 & 2006.11939778485 & -18.3184585696747 & 2002.93906078482 & 10.7493977848528 \tabularnewline
133 & 1946.81 & 1936.73249892743 & 4.65682062870043 & 1952.23068044387 & -10.0775010725743 \tabularnewline
134 & 1765.9 & 1589.97141818943 & 5.66932488960048 & 1936.15925692097 & -175.928581810575 \tabularnewline
135 & 1635.25 & 1373.46032857599 & -23.0481619740608 & 1920.08783339808 & -261.789671424015 \tabularnewline
136 & 1833.42 & 1695.9168688165 & 42.4729248003272 & 1928.45020638318 & -137.503131183503 \tabularnewline
137 & 1910.43 & 1837.92121003416 & 46.1262105975643 & 1936.81257936828 & -72.5087899658402 \tabularnewline
138 & 1959.67 & 1936.72481593676 & 16.4001910847785 & 1966.21499297846 & -22.9451840632387 \tabularnewline
139 & 1969.6 & 1932.04397488644 & 11.5386185249137 & 1995.61740658864 & -37.5560251135585 \tabularnewline
140 & 2061.41 & 2067.95203224549 & 9.80086336073282 & 2045.06710439377 & 6.54203224549474 \tabularnewline
141 & 2093.48 & 2103.66623828057 & -11.2230404794715 & 2094.5168021989 & 10.1862382805716 \tabularnewline
142 & 2120.88 & 2146.77314609301 & -52.4392777051814 & 2147.42613161217 & 25.8931460930107 \tabularnewline
143 & 2174.56 & 2180.42054857877 & -31.6360096042116 & 2200.33546102544 & 5.86054857877025 \tabularnewline
144 & 2196.72 & 2167.72791410735 & -18.3184585696747 & 2244.03054446233 & -28.9920858926512 \tabularnewline
145 & 2350.44 & 2408.49755147209 & 4.65682062870043 & 2287.72562789921 & 58.057551472089 \tabularnewline
146 & 2440.25 & 2546.61891590946 & 5.66932488960048 & 2328.21175920094 & 106.368915909461 \tabularnewline
147 & 2408.64 & 2471.63027147139 & -23.0481619740608 & 2368.69789050267 & 62.9902714713926 \tabularnewline
148 & 2472.81 & 2488.04674006784 & 42.4729248003272 & 2415.10033513184 & 15.2367400678354 \tabularnewline
149 & 2407.6 & 2307.57100964143 & 46.1262105975643 & 2461.50277976101 & -100.028990358571 \tabularnewline
150 & 2454.62 & 2378.03419583804 & 16.4001910847785 & 2514.80561307718 & -76.5858041619567 \tabularnewline
151 & 2448.05 & 2316.45293508174 & 11.5386185249137 & 2568.10844639335 & -131.597064918263 \tabularnewline
152 & 2497.84 & 2359.51259394564 & 9.80086336073282 & 2626.36654269362 & -138.327406054358 \tabularnewline
153 & 2645.64 & 2617.87840148557 & -11.2230404794715 & 2684.6246389939 & -27.7615985144289 \tabularnewline
154 & 2756.76 & 2820.60675996709 & -52.4392777051814 & 2745.35251773809 & 63.8467599670944 \tabularnewline
155 & 2849.27 & 2924.09561312194 & -31.6360096042116 & 2806.08039648227 & 74.8256131219373 \tabularnewline
156 & 2921.44 & 2996.28723745481 & -18.3184585696747 & 2864.91122111486 & 74.8472374548119 \tabularnewline
157 & 2981.85 & 3035.30113362385 & 4.65682062870043 & 2923.74204574745 & 53.4511336238475 \tabularnewline
158 & 3080.58 & 3179.25396247385 & 5.66932488960048 & 2976.23671263655 & 98.673962473848 \tabularnewline
159 & 3106.22 & 3206.75678244841 & -23.0481619740608 & 3028.73137952565 & 100.53678244841 \tabularnewline
160 & 3119.31 & 3121.87303160576 & 42.4729248003272 & 3074.27404359391 & 2.56303160575862 \tabularnewline
161 & 3061.26 & 2956.57708174026 & 46.1262105975643 & 3119.81670766218 & -104.682918259741 \tabularnewline
162 & 3097.31 & 3010.88333373987 & 16.4001910847785 & 3167.33647517535 & -86.4266662601267 \tabularnewline
163 & 3161.69 & 3096.98513878657 & 11.5386185249137 & 3214.85624268852 & -64.7048612134331 \tabularnewline
164 & 3257.16 & 3229.7331932505 & 9.80086336073282 & 3274.78594338876 & -27.4268067494954 \tabularnewline
165 & 3277.01 & 3230.52739639047 & -11.2230404794715 & 3334.71564408901 & -46.4826036095337 \tabularnewline
166 & 3295.32 & 3242.55103416964 & -52.4392777051814 & 3400.52824353554 & -52.7689658303602 \tabularnewline
167 & 3363.99 & 3293.27516662213 & -31.6360096042116 & 3466.34084298208 & -70.7148333778664 \tabularnewline
168 & 3494.17 & 3483.16667741414 & -18.3184585696747 & 3523.49178115553 & -11.0033225858569 \tabularnewline
169 & 3667.03 & 3748.76046004231 & 4.65682062870043 & 3580.64271932899 & 81.7304600423136 \tabularnewline
170 & 3813.06 & 3988.45427895354 & 5.66932488960048 & 3631.99639615686 & 175.394278953539 \tabularnewline
171 & 3917.96 & 4175.61808898933 & -23.0481619740608 & 3683.35007298473 & 257.658088989327 \tabularnewline
172 & 3895.51 & 4008.82876837364 & 42.4729248003272 & 3739.71830682604 & 113.318768373636 \tabularnewline
173 & 3801.06 & 3759.90724873509 & 46.1262105975643 & 3796.08654066734 & -41.152751264905 \tabularnewline
174 & 3570.12 & 3268.48045440235 & 16.4001910847785 & 3855.35935451288 & -301.639545597654 \tabularnewline
175 & 3701.61 & 3477.04921311668 & 11.5386185249137 & 3914.63216835841 & -224.560786883324 \tabularnewline
176 & 3862.27 & 3740.82793198389 & 9.80086336073282 & 3973.91120465537 & -121.442068016107 \tabularnewline
177 & 3970.1 & 3918.23279952713 & -11.2230404794715 & 4033.19024095234 & -51.8672004728674 \tabularnewline
178 & 4138.52 & 4227.3180835851 & -52.4392777051814 & 4102.16119412008 & 88.7980835851004 \tabularnewline
179 & 4199.75 & 4260.00386231639 & -31.6360096042116 & 4171.13214728783 & 60.2538623163864 \tabularnewline
180 & 4290.89 & 4356.95130292596 & -18.3184585696747 & 4243.14715564371 & 66.061302925963 \tabularnewline
181 & 4443.91 & 4568.0010153717 & 4.65682062870043 & 4315.1621639996 & 124.091015371701 \tabularnewline
182 & 4502.64 & 4637.92525065404 & 5.66932488960048 & 4361.68542445636 & 135.285250654035 \tabularnewline
183 & 4356.98 & 4328.79947706093 & -23.0481619740608 & 4408.20868491313 & -28.1805229390711 \tabularnewline
184 & 4591.27 & 4719.4940315068 & 42.4729248003272 & 4420.57304369288 & 128.224031506795 \tabularnewline
185 & 4696.96 & 4914.85638692981 & 46.1262105975643 & 4432.93740247263 & 217.896386929808 \tabularnewline
186 & 4621.4 & 4815.5269169896 & 16.4001910847785 & 4410.87289192562 & 194.126916989597 \tabularnewline
187 & 4562.84 & 4725.33300009647 & 11.5386185249137 & 4388.80838137862 & 162.493000096465 \tabularnewline
188 & 4202.52 & 4060.99004809432 & 9.80086336073282 & 4334.24908854495 & -141.529951905681 \tabularnewline
189 & 4296.49 & 4324.5132447682 & -11.2230404794715 & 4279.68979571128 & 28.0232447681965 \tabularnewline
190 & 4435.23 & 4716.976270168 & -52.4392777051814 & 4205.92300753719 & 281.746270167996 \tabularnewline
191 & 4105.18 & 4109.83979024112 & -31.6360096042116 & 4132.1562193631 & 4.65979024111584 \tabularnewline
192 & 4116.68 & 4211.77824802231 & -18.3184585696747 & 4039.90021054736 & 95.0982480223129 \tabularnewline
193 & 3844.49 & 3736.67897763967 & 4.65682062870043 & 3947.64420173163 & -107.811022360328 \tabularnewline
194 & 3720.98 & 3602.98530303468 & 5.66932488960048 & 3833.30537207572 & -117.994696965318 \tabularnewline
195 & 3674.4 & 3652.88161955425 & -23.0481619740608 & 3718.96654241981 & -21.5183804457479 \tabularnewline
196 & 3857.62 & 4102.99107769819 & 42.4729248003272 & 3569.77599750149 & 245.371077698186 \tabularnewline
197 & 3801.06 & 4135.40833681927 & 46.1262105975643 & 3420.58545258317 & 334.34833681927 \tabularnewline
198 & 3504.37 & 3744.63187513231 & 16.4001910847785 & 3247.70793378291 & 240.26187513231 \tabularnewline
199 & 3032.6 & 2978.83096649243 & 11.5386185249137 & 3074.83041498266 & -53.7690335075695 \tabularnewline
200 & 3047.03 & 3189.15062644757 & 9.80086336073282 & 2895.1085101917 & 142.120626447571 \tabularnewline
201 & 2962.34 & 3220.51643507874 & -11.2230404794715 & 2715.38660540074 & 258.176435078735 \tabularnewline
202 & 2197.82 & 1898.65616734056 & -52.4392777051814 & 2549.42311036463 & -299.163832659444 \tabularnewline
203 & 2014.45 & 1677.0763942757 & -31.6360096042116 & 2383.45961532851 & -337.373605724302 \tabularnewline
204 & 1862.83 & 1483.14719511812 & -18.3184585696747 & 2260.83126345155 & -379.68280488188 \tabularnewline
205 & 1905.41 & 1667.96026779671 & 4.65682062870043 & 2138.20291157459 & -237.449732203294 \tabularnewline
206 & 1810.99 & 1532.97113236072 & 5.66932488960048 & 2083.33954274968 & -278.018867639284 \tabularnewline
207 & 1670.07 & 1334.71198804929 & -23.0481619740608 & 2028.47617392477 & -335.358011950713 \tabularnewline
208 & 1864.44 & 1616.08948593065 & 42.4729248003272 & 2070.31758926902 & -248.350514069351 \tabularnewline
209 & 2052.02 & 1945.75478478916 & 46.1262105975643 & 2112.15900461327 & -106.265215210839 \tabularnewline
210 & 2029.6 & 1884.66711198472 & 16.4001910847785 & 2158.1326969305 & -144.932888015281 \tabularnewline
211 & 2070.83 & 1926.01499222736 & 11.5386185249137 & 2204.10638924773 & -144.815007772645 \tabularnewline
212 & 2293.41 & 2320.15338176109 & 9.80086336073282 & 2256.86575487818 & 26.7433817610918 \tabularnewline
213 & 2443.27 & 2588.13791997085 & -11.2230404794715 & 2309.62512050862 & 144.867919970852 \tabularnewline
214 & 2513.17 & 2709.14796474379 & -52.4392777051814 & 2369.63131296139 & 195.977964743787 \tabularnewline
215 & 2466.92 & 2535.83850419004 & -31.6360096042116 & 2429.63750541417 & 68.9185041900423 \tabularnewline
216 & 2502.66 & 2529.51793849938 & -18.3184585696747 & 2494.12052007029 & 26.8579384993809 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=106346&T=2

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Time Series Components[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Seasonal[/C][C]Trend[/C][C]Remainder[/C][/ROW]
[ROW][C]1[/C][C]1145.11[/C][C]1120.03501189815[/C][C]4.65682062870043[/C][C]1165.52816747315[/C][C]-25.0749881018528[/C][/ROW]
[ROW][C]2[/C][C]1176.86[/C][C]1184.26118195117[/C][C]5.66932488960048[/C][C]1163.78949315923[/C][C]7.40118195117157[/C][/ROW]
[ROW][C]3[/C][C]1206.41[/C][C]1273.81734312876[/C][C]-23.0481619740608[/C][C]1162.0508188453[/C][C]67.4073431287572[/C][/ROW]
[ROW][C]4[/C][C]1192.72[/C][C]1181.92917035643[/C][C]42.4729248003272[/C][C]1161.03790484324[/C][C]-10.7908296435653[/C][/ROW]
[ROW][C]5[/C][C]1214.82[/C][C]1223.48879856126[/C][C]46.1262105975643[/C][C]1160.02499084117[/C][C]8.6687985612632[/C][/ROW]
[ROW][C]6[/C][C]1199.07[/C][C]1221.94005585483[/C][C]16.4001910847785[/C][C]1159.7997530604[/C][C]22.8700558548262[/C][/ROW]
[ROW][C]7[/C][C]1157.47[/C][C]1143.82686619547[/C][C]11.5386185249137[/C][C]1159.57451527962[/C][C]-13.643133804532[/C][/ROW]
[ROW][C]8[/C][C]1100.1[/C][C]1030.90292944394[/C][C]9.80086336073282[/C][C]1159.49620719532[/C][C]-69.1970705560577[/C][/ROW]
[ROW][C]9[/C][C]1095.63[/C][C]1043.06514136844[/C][C]-11.2230404794715[/C][C]1159.41789911103[/C][C]-52.5648586315599[/C][/ROW]
[ROW][C]10[/C][C]1105.63[/C][C]1102.92103793521[/C][C]-52.4392777051814[/C][C]1160.77823976997[/C][C]-2.70896206478824[/C][/ROW]
[ROW][C]11[/C][C]1137.79[/C][C]1145.0774291753[/C][C]-31.6360096042116[/C][C]1162.13858042891[/C][C]7.28742917530371[/C][/ROW]
[ROW][C]12[/C][C]1124.72[/C][C]1098.08961303303[/C][C]-18.3184585696747[/C][C]1169.66884553665[/C][C]-26.6303869669709[/C][/ROW]
[ROW][C]13[/C][C]1152.6[/C][C]1123.34406872692[/C][C]4.65682062870043[/C][C]1177.19911064438[/C][C]-29.2559312730841[/C][/ROW]
[ROW][C]14[/C][C]1211.85[/C][C]1226.58436975297[/C][C]5.66932488960048[/C][C]1191.44630535743[/C][C]14.73436975297[/C][/ROW]
[ROW][C]15[/C][C]1239.62[/C][C]1296.59466190359[/C][C]-23.0481619740608[/C][C]1205.69350007048[/C][C]56.9746619035855[/C][/ROW]
[ROW][C]16[/C][C]1244.13[/C][C]1220.0586351691[/C][C]42.4729248003272[/C][C]1225.72844003057[/C][C]-24.0713648308952[/C][/ROW]
[ROW][C]17[/C][C]1198.42[/C][C]1104.95040941178[/C][C]46.1262105975643[/C][C]1245.76337999066[/C][C]-93.4695905882247[/C][/ROW]
[ROW][C]18[/C][C]1227.99[/C][C]1169.6325623926[/C][C]16.4001910847785[/C][C]1269.94724652263[/C][C]-58.3574376074048[/C][/ROW]
[ROW][C]19[/C][C]1304.92[/C][C]1304.17026842049[/C][C]11.5386185249137[/C][C]1294.13111305459[/C][C]-0.749731579505578[/C][/ROW]
[ROW][C]20[/C][C]1340.26[/C][C]1349.92494174749[/C][C]9.80086336073282[/C][C]1320.79419489178[/C][C]9.66494174748527[/C][/ROW]
[ROW][C]21[/C][C]1307.32[/C][C]1278.4057637505[/C][C]-11.2230404794715[/C][C]1347.45727672897[/C][C]-28.9142362495006[/C][/ROW]
[ROW][C]22[/C][C]1356.51[/C][C]1393.09460811605[/C][C]-52.4392777051814[/C][C]1372.36466958913[/C][C]36.584608116051[/C][/ROW]
[ROW][C]23[/C][C]1383.29[/C][C]1400.94394715492[/C][C]-31.6360096042116[/C][C]1397.27206244929[/C][C]17.6539471549229[/C][/ROW]
[ROW][C]24[/C][C]1437.87[/C][C]1478.34290447445[/C][C]-18.3184585696747[/C][C]1415.71555409523[/C][C]40.4729044744465[/C][/ROW]
[ROW][C]25[/C][C]1494.56[/C][C]1550.30413363013[/C][C]4.65682062870043[/C][C]1434.15904574117[/C][C]55.7441336301322[/C][/ROW]
[ROW][C]26[/C][C]1521.42[/C][C]1593.7523195936[/C][C]5.66932488960048[/C][C]1443.4183555168[/C][C]72.3323195935968[/C][/ROW]
[ROW][C]27[/C][C]1498.76[/C][C]1567.89049668162[/C][C]-23.0481619740608[/C][C]1452.67766529244[/C][C]69.1304966816222[/C][/ROW]
[ROW][C]28[/C][C]1488.75[/C][C]1480.80260880452[/C][C]42.4729248003272[/C][C]1454.22446639515[/C][C]-7.94739119548149[/C][/ROW]
[ROW][C]29[/C][C]1524.62[/C][C]1547.34252190457[/C][C]46.1262105975643[/C][C]1455.77126749787[/C][C]22.7225219045656[/C][/ROW]
[ROW][C]30[/C][C]1439.27[/C][C]1412.28384808692[/C][C]16.4001910847785[/C][C]1449.85596082831[/C][C]-26.9861519130843[/C][/ROW]
[ROW][C]31[/C][C]1423.11[/C][C]1390.74072731634[/C][C]11.5386185249137[/C][C]1443.94065415874[/C][C]-32.3692726836553[/C][/ROW]
[ROW][C]32[/C][C]1466.85[/C][C]1491.1673600786[/C][C]9.80086336073282[/C][C]1432.73177656066[/C][C]24.3173600786047[/C][/ROW]
[ROW][C]33[/C][C]1425.83[/C][C]1441.36014151689[/C][C]-11.2230404794715[/C][C]1421.52289896258[/C][C]15.5301415168879[/C][/ROW]
[ROW][C]34[/C][C]1363.45[/C][C]1367.87991556646[/C][C]-52.4392777051814[/C][C]1411.45936213872[/C][C]4.42991556645939[/C][/ROW]
[ROW][C]35[/C][C]1389.18[/C][C]1408.60018428935[/C][C]-31.6360096042116[/C][C]1401.39582531486[/C][C]19.4201842893513[/C][/ROW]
[ROW][C]36[/C][C]1395.89[/C][C]1412.92532578788[/C][C]-18.3184585696747[/C][C]1397.1731327818[/C][C]17.0353257878764[/C][/ROW]
[ROW][C]37[/C][C]1368.43[/C][C]1339.25273912256[/C][C]4.65682062870043[/C][C]1392.95044024874[/C][C]-29.1772608774365[/C][/ROW]
[ROW][C]38[/C][C]1349.03[/C][C]1298.07862267348[/C][C]5.66932488960048[/C][C]1394.31205243692[/C][C]-50.9513773265155[/C][/ROW]
[ROW][C]39[/C][C]1299.88[/C][C]1227.13449734897[/C][C]-23.0481619740608[/C][C]1395.67366462509[/C][C]-72.7455026510329[/C][/ROW]
[ROW][C]40[/C][C]1365.41[/C][C]1286.23642038537[/C][C]42.4729248003272[/C][C]1402.1106548143[/C][C]-79.1735796146304[/C][/ROW]
[ROW][C]41[/C][C]1451.04[/C][C]1447.40614439892[/C][C]46.1262105975643[/C][C]1408.54764500351[/C][C]-3.6338556010769[/C][/ROW]
[ROW][C]42[/C][C]1433.75[/C][C]1427.50768814[/C][C]16.4001910847785[/C][C]1423.59212077523[/C][C]-6.24231186000384[/C][/ROW]
[ROW][C]43[/C][C]1464.65[/C][C]1479.12478492815[/C][C]11.5386185249137[/C][C]1438.63659654694[/C][C]14.4747849281482[/C][/ROW]
[ROW][C]44[/C][C]1475.57[/C][C]1477.96881746711[/C][C]9.80086336073282[/C][C]1463.37031917216[/C][C]2.39881746711148[/C][/ROW]
[ROW][C]45[/C][C]1471.16[/C][C]1465.4389986821[/C][C]-11.2230404794715[/C][C]1488.10404179737[/C][C]-5.72100131790148[/C][/ROW]
[ROW][C]46[/C][C]1429.12[/C][C]1394.70968148215[/C][C]-52.4392777051814[/C][C]1515.96959622303[/C][C]-34.4103185178508[/C][/ROW]
[ROW][C]47[/C][C]1452.46[/C][C]1392.72085895552[/C][C]-31.6360096042116[/C][C]1543.83515064869[/C][C]-59.7391410444791[/C][/ROW]
[ROW][C]48[/C][C]1538.09[/C][C]1525.1681551758[/C][C]-18.3184585696747[/C][C]1569.33030339387[/C][C]-12.9218448241954[/C][/ROW]
[ROW][C]49[/C][C]1631.59[/C][C]1663.69772323225[/C][C]4.65682062870043[/C][C]1594.82545613905[/C][C]32.10772323225[/C][/ROW]
[ROW][C]50[/C][C]1665.5[/C][C]1705.84129985617[/C][C]5.66932488960048[/C][C]1619.48937525423[/C][C]40.341299856173[/C][/ROW]
[ROW][C]51[/C][C]1690.6[/C][C]1760.09486760466[/C][C]-23.0481619740608[/C][C]1644.1532943694[/C][C]69.494867604657[/C][/ROW]
[ROW][C]52[/C][C]1711.74[/C][C]1710.27401208234[/C][C]42.4729248003272[/C][C]1670.73306311733[/C][C]-1.46598791765996[/C][/ROW]
[ROW][C]53[/C][C]1734.1[/C][C]1724.76095753717[/C][C]46.1262105975643[/C][C]1697.31283186526[/C][C]-9.33904246282577[/C][/ROW]
[ROW][C]54[/C][C]1748.09[/C][C]1753.83961042413[/C][C]16.4001910847785[/C][C]1725.94019849109[/C][C]5.7496104241336[/C][/ROW]
[ROW][C]55[/C][C]1703.45[/C][C]1640.79381635817[/C][C]11.5386185249137[/C][C]1754.56756511691[/C][C]-62.656183641828[/C][/ROW]
[ROW][C]56[/C][C]1745.74[/C][C]1693.50840586061[/C][C]9.80086336073282[/C][C]1788.17073077866[/C][C]-52.2315941393942[/C][/ROW]
[ROW][C]57[/C][C]1751.01[/C][C]1691.46914403906[/C][C]-11.2230404794715[/C][C]1821.77389644041[/C][C]-59.540855960937[/C][/ROW]
[ROW][C]58[/C][C]1795.65[/C][C]1780.41651696445[/C][C]-52.4392777051814[/C][C]1863.32276074073[/C][C]-15.2334830355455[/C][/ROW]
[ROW][C]59[/C][C]1852.13[/C][C]1831.02438456317[/C][C]-31.6360096042116[/C][C]1904.87162504105[/C][C]-21.1056154368339[/C][/ROW]
[ROW][C]60[/C][C]1877.1[/C][C]1815.27304437211[/C][C]-18.3184585696747[/C][C]1957.24541419756[/C][C]-61.8269556278876[/C][/ROW]
[ROW][C]61[/C][C]1989.31[/C][C]1964.34397601722[/C][C]4.65682062870043[/C][C]2009.61920335408[/C][C]-24.966023982779[/C][/ROW]
[ROW][C]62[/C][C]2097.76[/C][C]2122.88124258083[/C][C]5.66932488960048[/C][C]2066.96943252957[/C][C]25.1212425808267[/C][/ROW]
[ROW][C]63[/C][C]2154.87[/C][C]2208.46850026899[/C][C]-23.0481619740608[/C][C]2124.31966170507[/C][C]53.5985002689927[/C][/ROW]
[ROW][C]64[/C][C]2152.18[/C][C]2084.80780804233[/C][C]42.4729248003272[/C][C]2177.07926715734[/C][C]-67.3721919576683[/C][/ROW]
[ROW][C]65[/C][C]2250.27[/C][C]2224.57491679282[/C][C]46.1262105975643[/C][C]2229.83887260961[/C][C]-25.6950832071784[/C][/ROW]
[ROW][C]66[/C][C]2346.9[/C][C]2401.52822631513[/C][C]16.4001910847785[/C][C]2275.87158260009[/C][C]54.6282263151306[/C][/ROW]
[ROW][C]67[/C][C]2525.56[/C][C]2717.67708888452[/C][C]11.5386185249137[/C][C]2321.90429259057[/C][C]192.117088884519[/C][/ROW]
[ROW][C]68[/C][C]2409.36[/C][C]2437.67620161411[/C][C]9.80086336073282[/C][C]2371.24293502516[/C][C]28.3162016141068[/C][/ROW]
[ROW][C]69[/C][C]2394.36[/C][C]2379.36146301972[/C][C]-11.2230404794715[/C][C]2420.58157745975[/C][C]-14.998536980283[/C][/ROW]
[ROW][C]70[/C][C]2401.33[/C][C]2372.23585491848[/C][C]-52.4392777051814[/C][C]2482.8634227867[/C][C]-29.0941450815221[/C][/ROW]
[ROW][C]71[/C][C]2354.32[/C][C]2195.13074149056[/C][C]-31.6360096042116[/C][C]2545.14526811365[/C][C]-159.18925850944[/C][/ROW]
[ROW][C]72[/C][C]2450.41[/C][C]2295.64892352198[/C][C]-18.3184585696747[/C][C]2623.48953504769[/C][C]-154.761076478018[/C][/ROW]
[ROW][C]73[/C][C]2504.67[/C][C]2302.84937738957[/C][C]4.65682062870043[/C][C]2701.83380198173[/C][C]-201.820622610434[/C][/ROW]
[ROW][C]74[/C][C]2661.39[/C][C]2532.25370405511[/C][C]5.66932488960048[/C][C]2784.85697105529[/C][C]-129.136295944891[/C][/ROW]
[ROW][C]75[/C][C]2880.4[/C][C]2915.96802184521[/C][C]-23.0481619740608[/C][C]2867.88014012885[/C][C]35.5680218452148[/C][/ROW]
[ROW][C]76[/C][C]3064.42[/C][C]3141.06660188125[/C][C]42.4729248003272[/C][C]2945.30047331842[/C][C]76.6466018812484[/C][/ROW]
[ROW][C]77[/C][C]3141.12[/C][C]3213.39298289443[/C][C]46.1262105975643[/C][C]3022.720806508[/C][C]72.2729828944334[/C][/ROW]
[ROW][C]78[/C][C]3327.7[/C][C]3546.61696984009[/C][C]16.4001910847785[/C][C]3092.38283907513[/C][C]218.916969840093[/C][/ROW]
[ROW][C]79[/C][C]3564.95[/C][C]3956.31650983283[/C][C]11.5386185249137[/C][C]3162.04487164225[/C][C]391.366509832833[/C][/ROW]
[ROW][C]80[/C][C]3403.13[/C][C]3583.57457135138[/C][C]9.80086336073282[/C][C]3212.88456528789[/C][C]180.444571351378[/C][/ROW]
[ROW][C]81[/C][C]3149.9[/C][C]3047.29878154595[/C][C]-11.2230404794715[/C][C]3263.72425893352[/C][C]-102.601218454053[/C][/ROW]
[ROW][C]82[/C][C]3006.84[/C][C]2785.23344677554[/C][C]-52.4392777051814[/C][C]3280.88583092964[/C][C]-221.606553224456[/C][/ROW]
[ROW][C]83[/C][C]3230.66[/C][C]3194.90860667846[/C][C]-31.6360096042116[/C][C]3298.04740292575[/C][C]-35.7513933215387[/C][/ROW]
[ROW][C]84[/C][C]3361.13[/C][C]3452.75951334264[/C][C]-18.3184585696747[/C][C]3287.81894522704[/C][C]91.6295133426352[/C][/ROW]
[ROW][C]85[/C][C]3484.74[/C][C]3687.23269184297[/C][C]4.65682062870043[/C][C]3277.59048752833[/C][C]202.49269184297[/C][/ROW]
[ROW][C]86[/C][C]3411.13[/C][C]3555.73464173808[/C][C]5.66932488960048[/C][C]3260.85603337232[/C][C]144.604641738079[/C][/ROW]
[ROW][C]87[/C][C]3288.18[/C][C]3355.28658275775[/C][C]-23.0481619740608[/C][C]3244.12157921631[/C][C]67.1065827577486[/C][/ROW]
[ROW][C]88[/C][C]3280.37[/C][C]3286.40889369352[/C][C]42.4729248003272[/C][C]3231.85818150615[/C][C]6.03889369351919[/C][/ROW]
[ROW][C]89[/C][C]3173.95[/C][C]3082.17900560644[/C][C]46.1262105975643[/C][C]3219.59478379599[/C][C]-91.7709943935588[/C][/ROW]
[ROW][C]90[/C][C]3165.26[/C][C]3115.18786193689[/C][C]16.4001910847785[/C][C]3198.93194697833[/C][C]-50.0721380631071[/C][/ROW]
[ROW][C]91[/C][C]3092.71[/C][C]2995.61227131442[/C][C]11.5386185249137[/C][C]3178.26911016066[/C][C]-97.0977286855764[/C][/ROW]
[ROW][C]92[/C][C]3053.05[/C][C]2949.89752566653[/C][C]9.80086336073282[/C][C]3146.40161097274[/C][C]-103.152474333472[/C][/ROW]
[ROW][C]93[/C][C]3181.96[/C][C]3260.60892869466[/C][C]-11.2230404794715[/C][C]3114.53411178481[/C][C]78.6489286946567[/C][/ROW]
[ROW][C]94[/C][C]2999.93[/C][C]2969.38771586293[/C][C]-52.4392777051814[/C][C]3082.91156184226[/C][C]-30.5422841370746[/C][/ROW]
[ROW][C]95[/C][C]3249.57[/C][C]3479.48699770452[/C][C]-31.6360096042116[/C][C]3051.2890118997[/C][C]229.916997704515[/C][/ROW]
[ROW][C]96[/C][C]3210.52[/C][C]3410.57420925788[/C][C]-18.3184585696747[/C][C]3028.78424931179[/C][C]200.05420925788[/C][/ROW]
[ROW][C]97[/C][C]3030.29[/C][C]3049.64369264741[/C][C]4.65682062870043[/C][C]3006.27948672389[/C][C]19.3536926474071[/C][/ROW]
[ROW][C]98[/C][C]2803.47[/C][C]2607.48132901578[/C][C]5.66932488960048[/C][C]2993.78934609462[/C][C]-195.988670984219[/C][/ROW]
[ROW][C]99[/C][C]2767.63[/C][C]2577.00895650872[/C][C]-23.0481619740608[/C][C]2981.29920546534[/C][C]-190.621043491283[/C][/ROW]
[ROW][C]100[/C][C]2882.6[/C][C]2747.45693264575[/C][C]42.4729248003272[/C][C]2975.27014255392[/C][C]-135.143067354248[/C][/ROW]
[ROW][C]101[/C][C]2863.36[/C][C]2711.35270975994[/C][C]46.1262105975643[/C][C]2969.2410796425[/C][C]-152.007290240061[/C][/ROW]
[ROW][C]102[/C][C]2897.06[/C][C]2806.70771427283[/C][C]16.4001910847785[/C][C]2971.01209464239[/C][C]-90.3522857271664[/C][/ROW]
[ROW][C]103[/C][C]3012.61[/C][C]3040.89827183281[/C][C]11.5386185249137[/C][C]2972.78310964228[/C][C]28.2882718328078[/C][/ROW]
[ROW][C]104[/C][C]3142.95[/C][C]3294.59166580883[/C][C]9.80086336073282[/C][C]2981.50747083044[/C][C]151.64166580883[/C][/ROW]
[ROW][C]105[/C][C]3032.93[/C][C]3086.85120846088[/C][C]-11.2230404794715[/C][C]2990.2318320186[/C][C]53.9212084608753[/C][/ROW]
[ROW][C]106[/C][C]3045.78[/C][C]3153.09523742507[/C][C]-52.4392777051814[/C][C]2990.90404028011[/C][C]107.315237425074[/C][/ROW]
[ROW][C]107[/C][C]3110.52[/C][C]3261.09976106259[/C][C]-31.6360096042116[/C][C]2991.57624854162[/C][C]150.579761062592[/C][/ROW]
[ROW][C]108[/C][C]3013.24[/C][C]3065.57493699705[/C][C]-18.3184585696747[/C][C]2979.22352157263[/C][C]52.3349369970497[/C][/ROW]
[ROW][C]109[/C][C]2987.1[/C][C]3002.67238476767[/C][C]4.65682062870043[/C][C]2966.87079460363[/C][C]15.5723847676691[/C][/ROW]
[ROW][C]110[/C][C]2995.55[/C][C]3043.27064693003[/C][C]5.66932488960048[/C][C]2942.16002818037[/C][C]47.7206469300313[/C][/ROW]
[ROW][C]111[/C][C]2833.18[/C][C]2771.95890021695[/C][C]-23.0481619740608[/C][C]2917.44926175711[/C][C]-61.2210997830462[/C][/ROW]
[ROW][C]112[/C][C]2848.96[/C][C]2769.80986217185[/C][C]42.4729248003272[/C][C]2885.63721302782[/C][C]-79.1501378281482[/C][/ROW]
[ROW][C]113[/C][C]2794.83[/C][C]2689.7086251039[/C][C]46.1262105975643[/C][C]2853.82516429854[/C][C]-105.121374896099[/C][/ROW]
[ROW][C]114[/C][C]2845.26[/C][C]2849.4920506871[/C][C]16.4001910847785[/C][C]2824.62775822813[/C][C]4.23205068709558[/C][/ROW]
[ROW][C]115[/C][C]2915.02[/C][C]3023.07102931737[/C][C]11.5386185249137[/C][C]2795.43035215772[/C][C]108.05102931737[/C][/ROW]
[ROW][C]116[/C][C]2892.63[/C][C]2997.67776389622[/C][C]9.80086336073282[/C][C]2777.78137274305[/C][C]105.047763896215[/C][/ROW]
[ROW][C]117[/C][C]2604.42[/C][C]2459.93064715108[/C][C]-11.2230404794715[/C][C]2760.13239332839[/C][C]-144.489352848916[/C][/ROW]
[ROW][C]118[/C][C]2641.65[/C][C]2586.09648539164[/C][C]-52.4392777051814[/C][C]2749.64279231354[/C][C]-55.5535146083625[/C][/ROW]
[ROW][C]119[/C][C]2659.81[/C][C]2612.10281830551[/C][C]-31.6360096042116[/C][C]2739.1531912987[/C][C]-47.7071816944886[/C][/ROW]
[ROW][C]120[/C][C]2638.53[/C][C]2577.42005135563[/C][C]-18.3184585696747[/C][C]2717.95840721405[/C][C]-61.1099486443704[/C][/ROW]
[ROW][C]121[/C][C]2720.25[/C][C]2739.07955624191[/C][C]4.65682062870043[/C][C]2696.76362312939[/C][C]18.8295562419084[/C][/ROW]
[ROW][C]122[/C][C]2745.88[/C][C]2830.11903327915[/C][C]5.66932488960048[/C][C]2655.97164183125[/C][C]84.2390332791515[/C][/ROW]
[ROW][C]123[/C][C]2735.7[/C][C]2879.26850144095[/C][C]-23.0481619740608[/C][C]2615.17966053311[/C][C]143.568501440955[/C][/ROW]
[ROW][C]124[/C][C]2811.7[/C][C]3020.05663778021[/C][C]42.4729248003272[/C][C]2560.87043741946[/C][C]208.356637780211[/C][/ROW]
[ROW][C]125[/C][C]2799.43[/C][C]3046.17257509662[/C][C]46.1262105975643[/C][C]2506.56121430582[/C][C]246.742575096619[/C][/ROW]
[ROW][C]126[/C][C]2555.28[/C][C]2654.64196280899[/C][C]16.4001910847785[/C][C]2439.51784610623[/C][C]99.3619628089918[/C][/ROW]
[ROW][C]127[/C][C]2304.98[/C][C]2225.94690356844[/C][C]11.5386185249137[/C][C]2372.47447790664[/C][C]-79.0330964315563[/C][/ROW]
[ROW][C]128[/C][C]2214.95[/C][C]2128.65847533556[/C][C]9.80086336073282[/C][C]2291.44066130371[/C][C]-86.2915246644438[/C][/ROW]
[ROW][C]129[/C][C]2065.81[/C][C]1932.43619577869[/C][C]-11.2230404794715[/C][C]2210.40684470078[/C][C]-133.373804221307[/C][/ROW]
[ROW][C]130[/C][C]1940.49[/C][C]1801.39213479191[/C][C]-52.4392777051814[/C][C]2132.02714291327[/C][C]-139.097865208093[/C][/ROW]
[ROW][C]131[/C][C]2042[/C][C]2061.98856847844[/C][C]-31.6360096042116[/C][C]2053.64744112577[/C][C]19.9885684784422[/C][/ROW]
[ROW][C]132[/C][C]1995.37[/C][C]2006.11939778485[/C][C]-18.3184585696747[/C][C]2002.93906078482[/C][C]10.7493977848528[/C][/ROW]
[ROW][C]133[/C][C]1946.81[/C][C]1936.73249892743[/C][C]4.65682062870043[/C][C]1952.23068044387[/C][C]-10.0775010725743[/C][/ROW]
[ROW][C]134[/C][C]1765.9[/C][C]1589.97141818943[/C][C]5.66932488960048[/C][C]1936.15925692097[/C][C]-175.928581810575[/C][/ROW]
[ROW][C]135[/C][C]1635.25[/C][C]1373.46032857599[/C][C]-23.0481619740608[/C][C]1920.08783339808[/C][C]-261.789671424015[/C][/ROW]
[ROW][C]136[/C][C]1833.42[/C][C]1695.9168688165[/C][C]42.4729248003272[/C][C]1928.45020638318[/C][C]-137.503131183503[/C][/ROW]
[ROW][C]137[/C][C]1910.43[/C][C]1837.92121003416[/C][C]46.1262105975643[/C][C]1936.81257936828[/C][C]-72.5087899658402[/C][/ROW]
[ROW][C]138[/C][C]1959.67[/C][C]1936.72481593676[/C][C]16.4001910847785[/C][C]1966.21499297846[/C][C]-22.9451840632387[/C][/ROW]
[ROW][C]139[/C][C]1969.6[/C][C]1932.04397488644[/C][C]11.5386185249137[/C][C]1995.61740658864[/C][C]-37.5560251135585[/C][/ROW]
[ROW][C]140[/C][C]2061.41[/C][C]2067.95203224549[/C][C]9.80086336073282[/C][C]2045.06710439377[/C][C]6.54203224549474[/C][/ROW]
[ROW][C]141[/C][C]2093.48[/C][C]2103.66623828057[/C][C]-11.2230404794715[/C][C]2094.5168021989[/C][C]10.1862382805716[/C][/ROW]
[ROW][C]142[/C][C]2120.88[/C][C]2146.77314609301[/C][C]-52.4392777051814[/C][C]2147.42613161217[/C][C]25.8931460930107[/C][/ROW]
[ROW][C]143[/C][C]2174.56[/C][C]2180.42054857877[/C][C]-31.6360096042116[/C][C]2200.33546102544[/C][C]5.86054857877025[/C][/ROW]
[ROW][C]144[/C][C]2196.72[/C][C]2167.72791410735[/C][C]-18.3184585696747[/C][C]2244.03054446233[/C][C]-28.9920858926512[/C][/ROW]
[ROW][C]145[/C][C]2350.44[/C][C]2408.49755147209[/C][C]4.65682062870043[/C][C]2287.72562789921[/C][C]58.057551472089[/C][/ROW]
[ROW][C]146[/C][C]2440.25[/C][C]2546.61891590946[/C][C]5.66932488960048[/C][C]2328.21175920094[/C][C]106.368915909461[/C][/ROW]
[ROW][C]147[/C][C]2408.64[/C][C]2471.63027147139[/C][C]-23.0481619740608[/C][C]2368.69789050267[/C][C]62.9902714713926[/C][/ROW]
[ROW][C]148[/C][C]2472.81[/C][C]2488.04674006784[/C][C]42.4729248003272[/C][C]2415.10033513184[/C][C]15.2367400678354[/C][/ROW]
[ROW][C]149[/C][C]2407.6[/C][C]2307.57100964143[/C][C]46.1262105975643[/C][C]2461.50277976101[/C][C]-100.028990358571[/C][/ROW]
[ROW][C]150[/C][C]2454.62[/C][C]2378.03419583804[/C][C]16.4001910847785[/C][C]2514.80561307718[/C][C]-76.5858041619567[/C][/ROW]
[ROW][C]151[/C][C]2448.05[/C][C]2316.45293508174[/C][C]11.5386185249137[/C][C]2568.10844639335[/C][C]-131.597064918263[/C][/ROW]
[ROW][C]152[/C][C]2497.84[/C][C]2359.51259394564[/C][C]9.80086336073282[/C][C]2626.36654269362[/C][C]-138.327406054358[/C][/ROW]
[ROW][C]153[/C][C]2645.64[/C][C]2617.87840148557[/C][C]-11.2230404794715[/C][C]2684.6246389939[/C][C]-27.7615985144289[/C][/ROW]
[ROW][C]154[/C][C]2756.76[/C][C]2820.60675996709[/C][C]-52.4392777051814[/C][C]2745.35251773809[/C][C]63.8467599670944[/C][/ROW]
[ROW][C]155[/C][C]2849.27[/C][C]2924.09561312194[/C][C]-31.6360096042116[/C][C]2806.08039648227[/C][C]74.8256131219373[/C][/ROW]
[ROW][C]156[/C][C]2921.44[/C][C]2996.28723745481[/C][C]-18.3184585696747[/C][C]2864.91122111486[/C][C]74.8472374548119[/C][/ROW]
[ROW][C]157[/C][C]2981.85[/C][C]3035.30113362385[/C][C]4.65682062870043[/C][C]2923.74204574745[/C][C]53.4511336238475[/C][/ROW]
[ROW][C]158[/C][C]3080.58[/C][C]3179.25396247385[/C][C]5.66932488960048[/C][C]2976.23671263655[/C][C]98.673962473848[/C][/ROW]
[ROW][C]159[/C][C]3106.22[/C][C]3206.75678244841[/C][C]-23.0481619740608[/C][C]3028.73137952565[/C][C]100.53678244841[/C][/ROW]
[ROW][C]160[/C][C]3119.31[/C][C]3121.87303160576[/C][C]42.4729248003272[/C][C]3074.27404359391[/C][C]2.56303160575862[/C][/ROW]
[ROW][C]161[/C][C]3061.26[/C][C]2956.57708174026[/C][C]46.1262105975643[/C][C]3119.81670766218[/C][C]-104.682918259741[/C][/ROW]
[ROW][C]162[/C][C]3097.31[/C][C]3010.88333373987[/C][C]16.4001910847785[/C][C]3167.33647517535[/C][C]-86.4266662601267[/C][/ROW]
[ROW][C]163[/C][C]3161.69[/C][C]3096.98513878657[/C][C]11.5386185249137[/C][C]3214.85624268852[/C][C]-64.7048612134331[/C][/ROW]
[ROW][C]164[/C][C]3257.16[/C][C]3229.7331932505[/C][C]9.80086336073282[/C][C]3274.78594338876[/C][C]-27.4268067494954[/C][/ROW]
[ROW][C]165[/C][C]3277.01[/C][C]3230.52739639047[/C][C]-11.2230404794715[/C][C]3334.71564408901[/C][C]-46.4826036095337[/C][/ROW]
[ROW][C]166[/C][C]3295.32[/C][C]3242.55103416964[/C][C]-52.4392777051814[/C][C]3400.52824353554[/C][C]-52.7689658303602[/C][/ROW]
[ROW][C]167[/C][C]3363.99[/C][C]3293.27516662213[/C][C]-31.6360096042116[/C][C]3466.34084298208[/C][C]-70.7148333778664[/C][/ROW]
[ROW][C]168[/C][C]3494.17[/C][C]3483.16667741414[/C][C]-18.3184585696747[/C][C]3523.49178115553[/C][C]-11.0033225858569[/C][/ROW]
[ROW][C]169[/C][C]3667.03[/C][C]3748.76046004231[/C][C]4.65682062870043[/C][C]3580.64271932899[/C][C]81.7304600423136[/C][/ROW]
[ROW][C]170[/C][C]3813.06[/C][C]3988.45427895354[/C][C]5.66932488960048[/C][C]3631.99639615686[/C][C]175.394278953539[/C][/ROW]
[ROW][C]171[/C][C]3917.96[/C][C]4175.61808898933[/C][C]-23.0481619740608[/C][C]3683.35007298473[/C][C]257.658088989327[/C][/ROW]
[ROW][C]172[/C][C]3895.51[/C][C]4008.82876837364[/C][C]42.4729248003272[/C][C]3739.71830682604[/C][C]113.318768373636[/C][/ROW]
[ROW][C]173[/C][C]3801.06[/C][C]3759.90724873509[/C][C]46.1262105975643[/C][C]3796.08654066734[/C][C]-41.152751264905[/C][/ROW]
[ROW][C]174[/C][C]3570.12[/C][C]3268.48045440235[/C][C]16.4001910847785[/C][C]3855.35935451288[/C][C]-301.639545597654[/C][/ROW]
[ROW][C]175[/C][C]3701.61[/C][C]3477.04921311668[/C][C]11.5386185249137[/C][C]3914.63216835841[/C][C]-224.560786883324[/C][/ROW]
[ROW][C]176[/C][C]3862.27[/C][C]3740.82793198389[/C][C]9.80086336073282[/C][C]3973.91120465537[/C][C]-121.442068016107[/C][/ROW]
[ROW][C]177[/C][C]3970.1[/C][C]3918.23279952713[/C][C]-11.2230404794715[/C][C]4033.19024095234[/C][C]-51.8672004728674[/C][/ROW]
[ROW][C]178[/C][C]4138.52[/C][C]4227.3180835851[/C][C]-52.4392777051814[/C][C]4102.16119412008[/C][C]88.7980835851004[/C][/ROW]
[ROW][C]179[/C][C]4199.75[/C][C]4260.00386231639[/C][C]-31.6360096042116[/C][C]4171.13214728783[/C][C]60.2538623163864[/C][/ROW]
[ROW][C]180[/C][C]4290.89[/C][C]4356.95130292596[/C][C]-18.3184585696747[/C][C]4243.14715564371[/C][C]66.061302925963[/C][/ROW]
[ROW][C]181[/C][C]4443.91[/C][C]4568.0010153717[/C][C]4.65682062870043[/C][C]4315.1621639996[/C][C]124.091015371701[/C][/ROW]
[ROW][C]182[/C][C]4502.64[/C][C]4637.92525065404[/C][C]5.66932488960048[/C][C]4361.68542445636[/C][C]135.285250654035[/C][/ROW]
[ROW][C]183[/C][C]4356.98[/C][C]4328.79947706093[/C][C]-23.0481619740608[/C][C]4408.20868491313[/C][C]-28.1805229390711[/C][/ROW]
[ROW][C]184[/C][C]4591.27[/C][C]4719.4940315068[/C][C]42.4729248003272[/C][C]4420.57304369288[/C][C]128.224031506795[/C][/ROW]
[ROW][C]185[/C][C]4696.96[/C][C]4914.85638692981[/C][C]46.1262105975643[/C][C]4432.93740247263[/C][C]217.896386929808[/C][/ROW]
[ROW][C]186[/C][C]4621.4[/C][C]4815.5269169896[/C][C]16.4001910847785[/C][C]4410.87289192562[/C][C]194.126916989597[/C][/ROW]
[ROW][C]187[/C][C]4562.84[/C][C]4725.33300009647[/C][C]11.5386185249137[/C][C]4388.80838137862[/C][C]162.493000096465[/C][/ROW]
[ROW][C]188[/C][C]4202.52[/C][C]4060.99004809432[/C][C]9.80086336073282[/C][C]4334.24908854495[/C][C]-141.529951905681[/C][/ROW]
[ROW][C]189[/C][C]4296.49[/C][C]4324.5132447682[/C][C]-11.2230404794715[/C][C]4279.68979571128[/C][C]28.0232447681965[/C][/ROW]
[ROW][C]190[/C][C]4435.23[/C][C]4716.976270168[/C][C]-52.4392777051814[/C][C]4205.92300753719[/C][C]281.746270167996[/C][/ROW]
[ROW][C]191[/C][C]4105.18[/C][C]4109.83979024112[/C][C]-31.6360096042116[/C][C]4132.1562193631[/C][C]4.65979024111584[/C][/ROW]
[ROW][C]192[/C][C]4116.68[/C][C]4211.77824802231[/C][C]-18.3184585696747[/C][C]4039.90021054736[/C][C]95.0982480223129[/C][/ROW]
[ROW][C]193[/C][C]3844.49[/C][C]3736.67897763967[/C][C]4.65682062870043[/C][C]3947.64420173163[/C][C]-107.811022360328[/C][/ROW]
[ROW][C]194[/C][C]3720.98[/C][C]3602.98530303468[/C][C]5.66932488960048[/C][C]3833.30537207572[/C][C]-117.994696965318[/C][/ROW]
[ROW][C]195[/C][C]3674.4[/C][C]3652.88161955425[/C][C]-23.0481619740608[/C][C]3718.96654241981[/C][C]-21.5183804457479[/C][/ROW]
[ROW][C]196[/C][C]3857.62[/C][C]4102.99107769819[/C][C]42.4729248003272[/C][C]3569.77599750149[/C][C]245.371077698186[/C][/ROW]
[ROW][C]197[/C][C]3801.06[/C][C]4135.40833681927[/C][C]46.1262105975643[/C][C]3420.58545258317[/C][C]334.34833681927[/C][/ROW]
[ROW][C]198[/C][C]3504.37[/C][C]3744.63187513231[/C][C]16.4001910847785[/C][C]3247.70793378291[/C][C]240.26187513231[/C][/ROW]
[ROW][C]199[/C][C]3032.6[/C][C]2978.83096649243[/C][C]11.5386185249137[/C][C]3074.83041498266[/C][C]-53.7690335075695[/C][/ROW]
[ROW][C]200[/C][C]3047.03[/C][C]3189.15062644757[/C][C]9.80086336073282[/C][C]2895.1085101917[/C][C]142.120626447571[/C][/ROW]
[ROW][C]201[/C][C]2962.34[/C][C]3220.51643507874[/C][C]-11.2230404794715[/C][C]2715.38660540074[/C][C]258.176435078735[/C][/ROW]
[ROW][C]202[/C][C]2197.82[/C][C]1898.65616734056[/C][C]-52.4392777051814[/C][C]2549.42311036463[/C][C]-299.163832659444[/C][/ROW]
[ROW][C]203[/C][C]2014.45[/C][C]1677.0763942757[/C][C]-31.6360096042116[/C][C]2383.45961532851[/C][C]-337.373605724302[/C][/ROW]
[ROW][C]204[/C][C]1862.83[/C][C]1483.14719511812[/C][C]-18.3184585696747[/C][C]2260.83126345155[/C][C]-379.68280488188[/C][/ROW]
[ROW][C]205[/C][C]1905.41[/C][C]1667.96026779671[/C][C]4.65682062870043[/C][C]2138.20291157459[/C][C]-237.449732203294[/C][/ROW]
[ROW][C]206[/C][C]1810.99[/C][C]1532.97113236072[/C][C]5.66932488960048[/C][C]2083.33954274968[/C][C]-278.018867639284[/C][/ROW]
[ROW][C]207[/C][C]1670.07[/C][C]1334.71198804929[/C][C]-23.0481619740608[/C][C]2028.47617392477[/C][C]-335.358011950713[/C][/ROW]
[ROW][C]208[/C][C]1864.44[/C][C]1616.08948593065[/C][C]42.4729248003272[/C][C]2070.31758926902[/C][C]-248.350514069351[/C][/ROW]
[ROW][C]209[/C][C]2052.02[/C][C]1945.75478478916[/C][C]46.1262105975643[/C][C]2112.15900461327[/C][C]-106.265215210839[/C][/ROW]
[ROW][C]210[/C][C]2029.6[/C][C]1884.66711198472[/C][C]16.4001910847785[/C][C]2158.1326969305[/C][C]-144.932888015281[/C][/ROW]
[ROW][C]211[/C][C]2070.83[/C][C]1926.01499222736[/C][C]11.5386185249137[/C][C]2204.10638924773[/C][C]-144.815007772645[/C][/ROW]
[ROW][C]212[/C][C]2293.41[/C][C]2320.15338176109[/C][C]9.80086336073282[/C][C]2256.86575487818[/C][C]26.7433817610918[/C][/ROW]
[ROW][C]213[/C][C]2443.27[/C][C]2588.13791997085[/C][C]-11.2230404794715[/C][C]2309.62512050862[/C][C]144.867919970852[/C][/ROW]
[ROW][C]214[/C][C]2513.17[/C][C]2709.14796474379[/C][C]-52.4392777051814[/C][C]2369.63131296139[/C][C]195.977964743787[/C][/ROW]
[ROW][C]215[/C][C]2466.92[/C][C]2535.83850419004[/C][C]-31.6360096042116[/C][C]2429.63750541417[/C][C]68.9185041900423[/C][/ROW]
[ROW][C]216[/C][C]2502.66[/C][C]2529.51793849938[/C][C]-18.3184585696747[/C][C]2494.12052007029[/C][C]26.8579384993809[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=106346&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=106346&T=2

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Seasonal Decomposition by Loess - Time Series Components
tObservedFittedSeasonalTrendRemainder
11145.111120.035011898154.656820628700431165.52816747315-25.0749881018528
21176.861184.261181951175.669324889600481163.789493159237.40118195117157
31206.411273.81734312876-23.04816197406081162.050818845367.4073431287572
41192.721181.9291703564342.47292480032721161.03790484324-10.7908296435653
51214.821223.4887985612646.12621059756431160.024990841178.6687985612632
61199.071221.9400558548316.40019108477851159.799753060422.8700558548262
71157.471143.8268661954711.53861852491371159.57451527962-13.643133804532
81100.11030.902929443949.800863360732821159.49620719532-69.1970705560577
91095.631043.06514136844-11.22304047947151159.41789911103-52.5648586315599
101105.631102.92103793521-52.43927770518141160.77823976997-2.70896206478824
111137.791145.0774291753-31.63600960421161162.138580428917.28742917530371
121124.721098.08961303303-18.31845856967471169.66884553665-26.6303869669709
131152.61123.344068726924.656820628700431177.19911064438-29.2559312730841
141211.851226.584369752975.669324889600481191.4463053574314.73436975297
151239.621296.59466190359-23.04816197406081205.6935000704856.9746619035855
161244.131220.058635169142.47292480032721225.72844003057-24.0713648308952
171198.421104.9504094117846.12621059756431245.76337999066-93.4695905882247
181227.991169.632562392616.40019108477851269.94724652263-58.3574376074048
191304.921304.1702684204911.53861852491371294.13111305459-0.749731579505578
201340.261349.924941747499.800863360732821320.794194891789.66494174748527
211307.321278.4057637505-11.22304047947151347.45727672897-28.9142362495006
221356.511393.09460811605-52.43927770518141372.3646695891336.584608116051
231383.291400.94394715492-31.63600960421161397.2720624492917.6539471549229
241437.871478.34290447445-18.31845856967471415.7155540952340.4729044744465
251494.561550.304133630134.656820628700431434.1590457411755.7441336301322
261521.421593.75231959365.669324889600481443.418355516872.3323195935968
271498.761567.89049668162-23.04816197406081452.6776652924469.1304966816222
281488.751480.8026088045242.47292480032721454.22446639515-7.94739119548149
291524.621547.3425219045746.12621059756431455.7712674978722.7225219045656
301439.271412.2838480869216.40019108477851449.85596082831-26.9861519130843
311423.111390.7407273163411.53861852491371443.94065415874-32.3692726836553
321466.851491.16736007869.800863360732821432.7317765606624.3173600786047
331425.831441.36014151689-11.22304047947151421.5228989625815.5301415168879
341363.451367.87991556646-52.43927770518141411.459362138724.42991556645939
351389.181408.60018428935-31.63600960421161401.3958253148619.4201842893513
361395.891412.92532578788-18.31845856967471397.173132781817.0353257878764
371368.431339.252739122564.656820628700431392.95044024874-29.1772608774365
381349.031298.078622673485.669324889600481394.31205243692-50.9513773265155
391299.881227.13449734897-23.04816197406081395.67366462509-72.7455026510329
401365.411286.2364203853742.47292480032721402.1106548143-79.1735796146304
411451.041447.4061443989246.12621059756431408.54764500351-3.6338556010769
421433.751427.5076881416.40019108477851423.59212077523-6.24231186000384
431464.651479.1247849281511.53861852491371438.6365965469414.4747849281482
441475.571477.968817467119.800863360732821463.370319172162.39881746711148
451471.161465.4389986821-11.22304047947151488.10404179737-5.72100131790148
461429.121394.70968148215-52.43927770518141515.96959622303-34.4103185178508
471452.461392.72085895552-31.63600960421161543.83515064869-59.7391410444791
481538.091525.1681551758-18.31845856967471569.33030339387-12.9218448241954
491631.591663.697723232254.656820628700431594.8254561390532.10772323225
501665.51705.841299856175.669324889600481619.4893752542340.341299856173
511690.61760.09486760466-23.04816197406081644.153294369469.494867604657
521711.741710.2740120823442.47292480032721670.73306311733-1.46598791765996
531734.11724.7609575371746.12621059756431697.31283186526-9.33904246282577
541748.091753.8396104241316.40019108477851725.940198491095.7496104241336
551703.451640.7938163581711.53861852491371754.56756511691-62.656183641828
561745.741693.508405860619.800863360732821788.17073077866-52.2315941393942
571751.011691.46914403906-11.22304047947151821.77389644041-59.540855960937
581795.651780.41651696445-52.43927770518141863.32276074073-15.2334830355455
591852.131831.02438456317-31.63600960421161904.87162504105-21.1056154368339
601877.11815.27304437211-18.31845856967471957.24541419756-61.8269556278876
611989.311964.343976017224.656820628700432009.61920335408-24.966023982779
622097.762122.881242580835.669324889600482066.9694325295725.1212425808267
632154.872208.46850026899-23.04816197406082124.3196617050753.5985002689927
642152.182084.8078080423342.47292480032722177.07926715734-67.3721919576683
652250.272224.5749167928246.12621059756432229.83887260961-25.6950832071784
662346.92401.5282263151316.40019108477852275.8715826000954.6282263151306
672525.562717.6770888845211.53861852491372321.90429259057192.117088884519
682409.362437.676201614119.800863360732822371.2429350251628.3162016141068
692394.362379.36146301972-11.22304047947152420.58157745975-14.998536980283
702401.332372.23585491848-52.43927770518142482.8634227867-29.0941450815221
712354.322195.13074149056-31.63600960421162545.14526811365-159.18925850944
722450.412295.64892352198-18.31845856967472623.48953504769-154.761076478018
732504.672302.849377389574.656820628700432701.83380198173-201.820622610434
742661.392532.253704055115.669324889600482784.85697105529-129.136295944891
752880.42915.96802184521-23.04816197406082867.8801401288535.5680218452148
763064.423141.0666018812542.47292480032722945.3004733184276.6466018812484
773141.123213.3929828944346.12621059756433022.72080650872.2729828944334
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2092052.021945.7547847891646.12621059756432112.15900461327-106.265215210839
2102029.61884.6671119847216.40019108477852158.1326969305-144.932888015281
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2122293.412320.153381761099.800863360732822256.8657548781826.7433817610918
2132443.272588.13791997085-11.22304047947152309.62512050862144.867919970852
2142513.172709.14796474379-52.43927770518142369.63131296139195.977964743787
2152466.922535.83850419004-31.63600960421162429.6375054141768.9185041900423
2162502.662529.51793849938-18.31845856967472494.1205200702926.8579384993809


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;
Parameters (R input):
par1 = 12 ; par2 = periodic ; par3 = 0 ; par4 = ; par5 = 1 ; par6 = ; par7 = 1 ; par8 = FALSE ;
R code (references can be found in the software module):
par1 <- as.numeric(par1) #seasonal period
if (par2 != 'periodic') par2 <- as.numeric(par2) #s.window
par3 <- as.numeric(par3) #s.degree
if (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.window
par5 <- as.numeric(par5)#t.degree
if (par6 != '') par6 <- as.numeric(par6)#l.window
par7 <- as.numeric(par7)#l.degree
if (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robust
nx <- length(x)
x <- ts(x,frequency=par1)
if (par6 != '') {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.window=par6, l.degree=par7, robust=par8)
} else {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.degree=par7, robust=par8)
}
m$time.series
m$win
m$deg
m$jump
m$inner
m$outer
bitmap(file='test1.png')
plot(m,main=main)
dev.off()
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$time.series[,'trend']),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$time.series[,'seasonal']),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$time.series[,'remainder']),na.action=na.pass,lag.max = mylagmax,main='Remainder')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Parameters',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Component',header=TRUE)
a<-table.element(a,'Window',header=TRUE)
a<-table.element(a,'Degree',header=TRUE)
a<-table.element(a,'Jump',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,m$win['s'])
a<-table.element(a,m$deg['s'])
a<-table.element(a,m$jump['s'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,m$win['t'])
a<-table.element(a,m$deg['t'])
a<-table.element(a,m$jump['t'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Low-pass',header=TRUE)
a<-table.element(a,m$win['l'])
a<-table.element(a,m$deg['l'])
a<-table.element(a,m$jump['l'])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Time Series Components',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Fitted',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Remainder',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]+m$time.series[i,'remainder'])
a<-table.element(a,m$time.series[i,'seasonal'])
a<-table.element(a,m$time.series[i,'trend'])
a<-table.element(a,m$time.series[i,'remainder'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')