| workshop8 | *The author of this computation has been verified* | R Software Module: /rwasp_decomposeloess.wasp (opens new window with default values) | Title produced by software: Decomposition by Loess | Date of computation: Sun, 19 Dec 2010 00:23:25 +0000 | | Cite this page as follows: | Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81.htm/, Retrieved Sun, 19 Dec 2010 01:25:01 +0100 | | BibTeX entries for LaTeX users: | @Manual{KEY,
author = {{YOUR NAME}},
publisher = {Office for Research Development and Education},
title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81.htm/},
year = {2010},
}
@Manual{R,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2010},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org},
}
| | Original text written by user: | | | IsPrivate? | No (this computation is public) | | User-defined keywords: | | | Dataseries X: | » Textbox « » Textfile « » CSV « | 40,7819
39,5915
38,8859
39,9068
41,47
41,5613
41,6005
41,4113
41,84
42,2892
43,1521
43,5998
43,116
42,4185
42,3687
42,2975
42,8528
43,535
44,7265
45,7293
45,7585
46,1685
46,5075
46,527
46,601
46,4607
46,7135
46,4113
45,55
44,6081
44,4395
44,9847
45,7558
45,3942
45,697
45,5664
46,0205
45,9195
45,8005
45,535
45,4977
45,5782
45,7697
45,2445
45,0615
45,2865
44,791
44,7625
44,7644
44,9973
44,7265
45,1465
44,7465
45,1795
45,6515
45,492
45,2775
45,2115
45,411
45,4005
44,7692
44,8913
45,032
44,879
44,833
44,8257
44,7815
44,479
44,6317
44,5043
44,3217
44,1005
44,047
43,6835
43,7864
44,1807
43,9595
43,937
43,991
43,865
43,671
43,93
43,863
43,7095
43,9435
43,736
43,6295
43,598
43,8726
43,8935
43,5957
43,7155
43,528
43,3415
43,3374
43,332
43,3869
43,5016
43,4875
43,6023
43,3886
43,3105
43,4455
43,5185
43,5755
43,6217
43,644
43,5789
43,5215
43,5033
43,632
43,263
43,3717
43,2745
43,2647
43,324
43,4455
43,409 etc... | | Output produced by software: |
Seasonal Decomposition by Loess - Parameters | Component | Window | Degree | Jump | Seasonal | 4911 | 0 | 492 | Trend | 9 | 1 | 1 | Low-pass | 5 | 1 | 1 |
Seasonal Decomposition by Loess - Time Series Components | t | Observed | Fitted | Seasonal | Trend | Remainder | 1 | 40.7819 | 41.8822997458307 | -0.0146817392252817 | 39.6961819933945 | 1.10039974583075 | 2 | 39.5915 | 39.2683414164004 | -0.00300604583711205 | 39.9176646294367 | -0.323158583599586 | 3 | 38.8859 | 37.600651014008 | 0.00214140787726687 | 40.1690075781147 | -1.28524898599201 | 4 | 39.9068 | 39.4002566593236 | 0.00140080957424818 | 40.4119425311021 | -0.506543340676373 | 5 | 41.47 | 42.1944698547392 | 0.0141455668839133 | 40.7313845783769 | 0.724469854739226 | 6 | 41.5613 | 41.9472969673138 | -0.0146817392252817 | 41.1899847719115 | 0.385996967313822 | 7 | 41.6005 | 41.6763333530489 | -0.00300604583711205 | 41.5276726927882 | 0.075833353048914 | 8 | 41.4113 | 41.0583686370844 | 0.00214140787726687 | 41.7620899550383 | -0.352931362915555 | 9 | 41.84 | 41.6179194976555 | 0.00140080957424818 | 42.0606796927702 | -0.222080502344475 | 10 | 42.2892 | 42.1217447134269 | 0.0141455668839133 | 42.4425097196892 | -0.167455286573123 | 11 | 43.1521 | 43.5501108868164 | -0.0146817392252817 | 42.7687708524089 | 0.398010886816408 | 12 | 43.5998 | 44.2791680723756 | -0.00300604583711205 | 42.9234379734615 | 0.679368072375617 | 13 | 43.116 | 43.3292984002375 | 0.00214140787726687 | 42.9005601918853 | 0.213298400237463 | 14 | 42.4185 | 42.0821557317928 | 0.00140080957424818 | 42.7534434586329 | -0.336344268207178 | 15 | 42.3687 | 42.0811325504173 | 0.0141455668839133 | 42.6421218826988 | -0.287567449582681 | 16 | 42.2975 | 41.8512028088219 | -0.0146817392252817 | 42.7584789304034 | -0.446297191178147 | 17 | 42.8528 | 42.5266279038799 | -0.00300604583711205 | 43.1819781419572 | -0.326172096120118 | 18 | 43.535 | 43.2456533035713 | 0.00214140787726687 | 43.8222052885515 | -0.28934669642873 | 19 | 44.7265 | 44.9271379359674 | 0.00140080957424818 | 44.5244612544584 | 0.200637935967393 | 20 | 45.7293 | 46.2569385052336 | 0.0141455668839133 | 45.1875159278825 | 0.527638505233604 | 21 | 45.7585 | 45.7961652368300 | -0.0146817392252817 | 45.7355165023952 | 0.037665236830037 | 22 | 46.1685 | 46.239546375084 | -0.00300604583711205 | 46.1004596707531 | 0.0710463750839736 | 23 | 46.5075 | 46.7003193231109 | 0.00214140787726687 | 46.3125392690119 | 0.192819323110854 | 24 | 46.527 | 46.6004208982241 | 0.00140080957424818 | 46.4521782922016 | 0.0734208982241213 | 25 | 46.601 | 46.6543206667744 | 0.0141455668839133 | 46.5335337663417 | 0.053320666774411 | 26 | 46.4607 | 46.4278305812607 | -0.0146817392252817 | 46.5082511579646 | -0.0328694187393097 | 27 | 46.7135 | 47.1104451081635 | -0.00300604583711205 | 46.3195609376736 | 0.396945108163514 | 28 | 46.4113 | 46.8521241419846 | 0.00214140787726687 | 45.9683344501381 | 0.440824141984642 | 29 | 45.55 | 45.5434855309287 | 0.00140080957424818 | 45.555113659497 | -0.00651446907127706 | 30 | 44.6081 | 43.9841657313525 | 0.0141455668839133 | 45.2178887017636 | -0.623934268647503 | 31 | 44.4395 | 43.834177549217 | -0.0146817392252817 | 45.0595041900083 | -0.605322450783014 | 32 | 44.9847 | 44.8828442026265 | -0.00300604583711205 | 45.0895618432106 | -0.101855797373467 | 33 | 45.7558 | 46.2413900877658 | 0.00214140787726687 | 45.2680685043570 | 0.485590087765772 | 34 | 45.3942 | 45.3043996434551 | 0.00140080957424818 | 45.4825995469706 | -0.0898003565448704 | 35 | 45.697 | 45.7373779898001 | 0.0141455668839133 | 45.642476443316 | 0.0403779898000636 | 36 | 45.5664 | 45.4167018776085 | -0.0146817392252817 | 45.7307798616168 | -0.149698122391541 | 37 | 46.0205 | 46.2623635772070 | -0.00300604583711205 | 45.7816424686301 | 0.241863577207049 | 38 | 45.9195 | 46.0545933807615 | 0.00214140787726687 | 45.7822652113612 | 0.135093380761539 | 39 | 45.8005 | 45.8606153693654 | 0.00140080957424818 | 45.7389838210604 | 0.0601153693653984 | 40 | 45.535 | 45.3821784269736 | 0.0141455668839133 | 45.6736760061425 | -0.152821573026422 | 41 | 45.4977 | 45.3977915093151 | -0.0146817392252817 | 45.6122902299102 | -0.0999084906848822 | 42 | 45.5782 | 45.6247866742022 | -0.00300604583711205 | 45.5346193716349 | 0.0465866742022314 | 43 | 45.7697 | 46.0867531353601 | 0.00214140787726687 | 45.4505054567626 | 0.317053135360091 | 44 | 45.2445 | 45.1270598886499 | 0.00140080957424818 | 45.3605393017758 | -0.117440111350078 | 45 | 45.0615 | 44.8911760408282 | 0.0141455668839133 | 45.2176783922878 | -0.170323959171753 | 46 | 45.2865 | 45.5327192138846 | -0.0146817392252817 | 45.0549625253407 | 0.246219213884579 | 47 | 44.791 | 44.6347737786358 | -0.00300604583711205 | 44.9502322672013 | -0.156226221364186 | 48 | 44.7625 | 44.6334693603697 | 0.00214140787726687 | 44.8893892317531 | -0.129030639630336 | 49 | 44.7644 | 44.6797415549476 | 0.00140080957424818 | 44.8476576354782 | -0.0846584450524404 | 50 | 44.9973 | 45.1184275895647 | 0.0141455668839133 | 44.8620268435514 | 0.121127589564715 | 51 | 44.7265 | 44.5700129749122 | -0.0146817392252817 | 44.8976687643131 | -0.156487025087799 | 52 | 45.1465 | 45.3296329738088 | -0.00300604583711205 | 44.9663730720283 | 0.183132973808782 | 53 | 44.7465 | 44.4034428198817 | 0.00214140787726687 | 45.087415772241 | -0.343057180118286 | 54 | 45.1795 | 45.1448278490120 | 0.00140080957424818 | 45.2127713414138 | -0.0346721509880439 | 55 | 45.6515 | 45.9918035851128 | 0.0141455668839133 | 45.2970508480033 | 0.340303585112778 | 56 | 45.492 | 45.6379782249221 | -0.0146817392252817 | 45.3607035143031 | 0.145978224922132 | 57 | 45.2775 | 45.175194925457 | -0.00300604583711205 | 45.3828111203801 | -0.102305074543004 | 58 | 45.2115 | 45.0869622900163 | 0.00214140787726687 | 45.3338963021064 | -0.124537709983692 | 59 | 45.411 | 45.5835603902034 | 0.00140080957424818 | 45.2370388002224 | 0.172560390203401 | 60 | 45.4005 | 45.6357270839866 | 0.0141455668839133 | 45.1511273491295 | 0.235227083986565 | 61 | 44.7692 | 44.4747918951347 | -0.0146817392252817 | 45.0782898440906 | -0.294408104865347 | 62 | 44.8913 | 44.7990689350484 | -0.00300604583711205 | 44.9865371107887 | -0.0922310649515765 | 63 | 45.032 | 45.1503424969452 | 0.00214140787726687 | 44.9115160951776 | 0.118342496945175 | 64 | 44.879 | 44.8705057509599 | 0.00140080957424818 | 44.8860934394658 | -0.00849424904006213 | 65 | 44.833 | 44.8020526570699 | 0.0141455668839133 | 44.8498017760462 | -0.0309473429300766 | 66 | 44.8257 | 44.8896646317923 | -0.0146817392252817 | 44.7764171074329 | 0.0639646317923521 | 67 | 44.7815 | 44.8590436879044 | -0.00300604583711205 | 44.7069623579327 | 0.0775436879044307 | 68 | 44.479 | 44.321212291831 | 0.00214140787726687 | 44.6346463002917 | -0.157787708169003 | 69 | 44.6317 | 44.7255344495499 | 0.00140080957424818 | 44.5364647408758 | 0.093834449549938 | 70 | 44.5043 | 44.5712177050853 | 0.0141455668839133 | 44.4232367280308 | 0.066917705085288 | 71 | 44.3217 | 44.3590606804022 | -0.0146817392252817 | 44.2990210588231 | 0.0373606804022018 | 72 | 44.1005 | 44.0615085780368 | -0.00300604583711205 | 44.1424974678003 | -0.0389914219632033 | 73 | 44.047 | 44.0820185824164 | 0.00214140787726687 | 44.0098400097063 | 0.0350185824164484 | 74 | 43.6835 | 43.4161739734279 | 0.00140080957424818 | 43.9494252169978 | -0.267326026572093 | 75 | 43.7864 | 43.6303557516617 | 0.0141455668839133 | 43.9282986814544 | -0.156044248338311 | 76 | 44.1807 | 44.4424538228796 | -0.0146817392252817 | 43.9336279163457 | 0.261753822879555 | 77 | 43.9595 | 43.9571913406 | -0.00300604583711205 | 43.9648147052372 | -0.00230865940005032 | 78 | 43.937 | 43.9116928246242 | 0.00214140787726687 | 43.9601657674985 | -0.0253071753757652 | 79 | 43.991 | 44.0724588399863 | 0.00140080957424818 | 43.9081403504394 | 0.0814588399863254 | 80 | 43.865 | 43.8413465834429 | 0.0141455668839133 | 43.8745078496731 | -0.0236534165570532 | 81 | 43.671 | 43.5055067200771 | -0.0146817392252817 | 43.8511750191481 | -0.165493279922863 | 82 | 43.93 | 44.0379422985341 | -0.00300604583711205 | 43.825063747303 | 0.107942298534098 | 83 | 43.863 | 43.9000267026003 | 0.00214140787726687 | 43.8238318895225 | 0.0370267026002722 | 84 | 43.7095 | 43.5979303101655 | 0.00140080957424818 | 43.8196688802603 | -0.111569689834504 | 85 | 43.9435 | 44.092390564776 | 0.0141455668839133 | 43.78046386834 | 0.148890564776046 | 86 | 43.736 | 43.7424663848598 | -0.0146817392252817 | 43.7442153543654 | 0.00646638485984141 | 87 | 43.6295 | 43.5218520393220 | -0.00300604583711205 | 43.7401540065151 | -0.107647960677951 | 88 | 43.598 | 43.455903222018 | 0.00214140787726687 | 43.7379553701047 | -0.142096777981969 | 89 | 43.8726 | 44.0112015479561 | 0.00140080957424818 | 43.7325976424696 | 0.138601547956149 | 90 | 43.8935 | 44.0398135698139 | 0.0141455668839133 | 43.7330408633022 | 0.146313569813934 | 91 | 43.5957 | 43.5044685707329 | -0.0146817392252817 | 43.7016131684924 | -0.0912314292671397 | 92 | 43.7155 | 43.8189760013327 | -0.00300604583711205 | 43.6150300445044 | 0.103476001332673 | 93 | 43.528 | 43.5363840594335 | 0.00214140787726687 | 43.5174745326892 | 0.00838405943349585 | 94 | 43.3415 | 43.2377274213339 | 0.00140080957424818 | 43.4438717690918 | -0.103772578666067 | 95 | 43.3374 | 43.2663568873209 | 0.0141455668839133 | 43.3942975457951 | -0.0710431126790567 | 96 | 43.332 | 43.2935057111983 | -0.0146817392252817 | 43.385176028027 | -0.0384942888016795 | 97 | 43.3869 | 43.3627868071729 | -0.00300604583711205 | 43.4140192386642 | -0.0241131928270519 | 98 | 43.5016 | 43.547521459952 | 0.00214140787726687 | 43.4535371321708 | 0.0459214599519697 | 99 | 43.4875 | 43.5026322246544 | 0.00140080957424818 | 43.4709669657714 | 0.0151322246543657 | 100 | 43.6023 | 43.728192147787 | 0.0141455668839133 | 43.4622622853291 | 0.125892147786992 | 101 | 43.3886 | 43.3425028507089 | -0.0146817392252817 | 43.4493788885164 | -0.0460971492911142 | 102 | 43.3105 | 43.1786231364019 | -0.00300604583711205 | 43.4453829094352 | -0.131876863598109 | 103 | 43.4455 | 43.4316992801857 | 0.00214140787726687 | 43.4571593119371 | -0.0138007198143271 | 104 | 43.5185 | 43.5360867737716 | 0.00140080957424818 | 43.4995124166542 | 0.0175867737715478 | 105 | 43.5755 | 43.5835341639018 | 0.0141455668839133 | 43.5533202692143 | 0.00803416390181866 | 106 | 43.6217 | 43.6737176523234 | -0.0146817392252817 | 43.5843640869019 | 0.0520176523234142 | 107 | 43.644 | 43.7033741244651 | -0.00300604583711205 | 43.587631921372 | 0.0593741244650658 | 108 | 43.5789 | 43.5778748494694 | 0.00214140787726687 | 43.5777837426533 | -0.00102515053058738 | 109 | 43.5215 | 43.4853071625991 | 0.00140080957424818 | 43.5562920278267 | -0.0361928374008968 | 110 | 43.5033 | 43.482505302999 | 0.0141455668839133 | 43.5099491301171 | -0.0207946970010084 | 111 | 43.632 | 43.8196380268172 | -0.0146817392252817 | 43.4590437124081 | 0.187638026817204 | 112 | 43.263 | 43.1200915107778 | -0.00300604583711205 | 43.4089145350593 | -0.142908489222215 | 113 | 43.3717 | 43.3863119468044 | 0.00214140787726687 | 43.3549466453183 | 0.0146119468044148 | 114 | 43.2745 | 43.2279384820838 | 0.00140080957424818 | 43.3196607083419 | -0.0465615179161745 | 115 | 43.2647 | 43.1889031611785 | 0.0141455668839133 | 43.3263512719376 | -0.0757968388214749 | 116 | 43.324 | 43.3148404124801 | -0.0146817392252817 | 43.3478413267451 | -0.00915958751985357 | 117 | 43.4455 | 43.4987271640796 | -0.00300604583711205 | 43.3952788817575 | 0.0532271640796438 | 118 | 43.4098 | 43.3268473954404 | 0.00214140787726687 | 43.4906111966823 | -0.0829526045596083 | 119 | 43.41 | 43.2371135060046 | 0.00140080957424818 | 43.5814856844212 | -0.172886493995414 | 120 | 43.93 | 44.2024552760276 | 0.0141455668839133 | 43.6433991570885 | 0.2724552760276 | 121 | 43.8104 | 43.9224836674062 | -0.0146817392252817 | 43.7129980718191 | 0.112083667406225 | 122 | 43.54 | 43.3133691061952 | -0.00300604583711205 | 43.7696369396419 | -0.226630893804753 | 123 | 43.858 | 43.9249114286878 | 0.00214140787726687 | 43.7889471634349 | 0.0669114286878525 | 124 | 43.8375 | 43.8617943316534 | 0.00140080957424818 | 43.8118048587723 | 0.0242943316534152 | 125 | 43.881 | 43.9077451455738 | 0.0141455668839133 | 43.8401092875422 | 0.026745145573841 | 126 | 43.887 | 43.9463136461398 | -0.0146817392252817 | 43.8423680930855 | 0.0593136461398203 | 127 | 43.8009 | 43.7630921674637 | -0.00300604583711205 | 43.8417138783734 | -0.0378078325363163 | 128 | 43.7877 | 43.7060400447885 | 0.00214140787726687 | 43.8672185473343 | -0.0816599552115491 | 129 | 43.811 | 43.686320868775 | 0.00140080957424818 | 43.9342783216508 | -0.124679131225029 | 130 | 44.0625 | 44.0161202073695 | 0.0141455668839133 | 44.0947342257466 | -0.0463797926304821 | 131 | 44.125 | 43.8724929845084 | -0.0146817392252817 | 44.3921887547168 | -0.252507015491560 | 132 | 44.52 | 44.2924883990121 | -0.00300604583711205 | 44.750517646825 | -0.227511600987931 | 133 | 45.4005 | 45.7703582411080 | 0.00214140787726687 | 45.0285003510148 | 0.369858241107956 | 134 | 45.89 | 46.5880932865362 | 0.00140080957424818 | 45.1905059038895 | 0.698093286536249 | 135 | 45.189 | 45.1396903336874 | 0.0141455668839133 | 45.2241640994287 | -0.0493096663126309 | 136 | 44.9035 | 44.7426821143942 | -0.0146817392252817 | 45.0789996248311 | -0.160817885605830 | 137 | 44.9351 | 45.0678369267863 | -0.00300604583711205 | 44.8053691190508 | 0.132736926786265 | 138 | 44.801 | 45.0314832481481 | 0.00214140787726687 | 44.5683753439746 | 0.230483248148111 | 139 | 43.98 | 43.549377156697 | 0.00140080957424818 | 44.4092220337288 | -0.43062284330302 | 140 | 44.11 | 43.9205122947468 | 0.0141455668839133 | 44.2853421383693 | -0.189487705253214 | 141 | 44.2661 | 44.3539984678174 | -0.0146817392252817 | 44.1928832714079 | 0.0878984678174248 | 142 | 44.361 | 44.5837026025779 | -0.00300604583711205 | 44.1413034432592 | 0.222702602577861 | 143 | 44.099 | 44.0960284227747 | 0.00214140787726687 | 44.099830169348 | -0.00297157722526720 | 144 | 43.8435 | 43.6059534359109 | 0.00140080957424818 | 44.0796457545148 | -0.237546564089087 | 145 | 43.8914 | 43.6547623623871 | 0.0141455668839133 | 44.1138920707289 | -0.236637637612851 | 146 | 44.217 | 44.2416512527309 | -0.0146817392252817 | 44.2070304864944 | 0.0246512527309264 | 147 | 44.506 | 44.6722270238501 | -0.00300604583711205 | 44.342779021987 | 0.166227023850119 | 148 | 44.54 | 44.5794296609884 | 0.00214140787726687 | 44.4984289311343 | 0.0394296609883824 | 149 | 44.4465 | 44.2599558001808 | 0.00140080957424818 | 44.6316433902449 | -0.186544199819153 | 150 | 44.842 | 44.9153622014257 | 0.0141455668839133 | 44.7544922316904 | 0.0733622014257165 | 151 | 44.8946 | 44.9037399371024 | -0.0146817392252817 | 44.9001418021229 | 0.00913993710242522 | 152 | 44.951 | 44.8586930106456 | -0.00300604583711205 | 45.0463130351916 | -0.092306989354448 | 153 | 45.445 | 45.6664303721913 | 0.00214140787726687 | 45.2214282199315 | 0.221430372191278 | 154 | 45.0035 | 44.5920385556505 | 0.00140080957424818 | 45.4135606347753 | -0.411461444349527 | 155 | 45.769 | 46.0061271133666 | 0.0141455668839133 | 45.5177273197495 | 0.23712711336659 | 156 | 46.09 | 46.6597297276038 | -0.0146817392252817 | 45.5349520116215 | 0.569729727603793 | 157 | 45.412 | 45.3036120686245 | -0.00300604583711205 | 45.5233939772126 | -0.108387931375511 | 158 | 45.12 | 44.8212299958686 | 0.00214140787726687 | 45.4166285962541 | -0.298770004131413 | 159 | 45.48 | 45.6867828907035 | 0.00140080957424818 | 45.2718162997222 | 0.206782890703501 | 160 | 45.105 | 44.9804305396509 | 0.0141455668839133 | 45.2154238934652 | -0.124569460349129 | 161 | 45.056 | 44.9149981112779 | -0.0146817392252817 | 45.2116836279474 | -0.141001888722116 | 162 | 45.22 | 45.2647774811577 | -0.00300604583711205 | 45.1782285646794 | 0.0447774811576878 | 163 | 45.39 | 45.6390769525521 | 0.00214140787726687 | 45.1387816395706 | 0.249076952552137 | 164 | 45.041 | 44.9719004183451 | 0.00140080957424818 | 45.1086987720806 | -0.0690995816548892 | 165 | 44.9399 | 44.7764617778116 | 0.0141455668839133 | 45.0891926553045 | -0.163438222188425 | 166 | 44.9315 | 44.7731250500272 | -0.0146817392252817 | 45.1045566891981 | -0.158374949972846 | 167 | 45.1935 | 45.2067944418775 | -0.00300604583711205 | 45.1832116039596 | 0.0132944418775480 | 168 | 45.3466 | 45.3947272520742 | 0.00214140787726687 | 45.2963313400485 | 0.0481272520742095 | 169 | 45.4645 | 45.5433806859487 | 0.00140080957424818 | 45.3842185044771 | 0.0788806859486755 | 170 | 45.5685 | 45.7112294451576 | 0.0141455668839133 | 45.4116249879585 | 0.142729445157570 | 171 | 45.3921 | 45.4223453854191 | -0.0146817392252817 | 45.3765363538062 | 0.0302453854190929 | 172 | 45.34 | 45.3701569442446 | -0.00300604583711205 | 45.3128491015925 | 0.0301569442445881 | 173 | 45.1308 | 44.9983740063336 | 0.00214140787726687 | 45.2610845857891 | -0.132425993666395 | 174 | 45.1005 | 44.9823822016671 | 0.00140080957424818 | 45.2172169887586 | -0.118117798332896 | 175 | 45.37 | 45.5650841203964 | 0.0141455668839133 | 45.1607703127197 | 0.195084120396380 | 176 | 45.2 | 45.3153417370478 | 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0.0431375055616101 | 187 | 44.259 | 44.2391707188222 | -0.00300604583711205 | 44.2818353270149 | -0.0198292811778202 | 188 | 44.1365 | 44.1011422918913 | 0.00214140787726687 | 44.1697163002314 | -0.0353577081086698 | 189 | 44.112 | 44.1548667381373 | 0.00140080957424818 | 44.0677324522884 | 0.0428667381373131 | 190 | 43.8814 | 43.7677288480694 | 0.0141455668839133 | 43.9809255850467 | -0.113671151930617 | 191 | 43.98 | 44.0516238173969 | -0.0146817392252817 | 43.9230579218283 | 0.0716238173969472 | 192 | 43.7294 | 43.5652680625097 | -0.00300604583711205 | 43.8965379833274 | -0.164131937490254 | 193 | 43.9119 | 43.9401959859487 | 0.00214140787726687 | 43.8814626061741 | 0.0282959859486809 | 194 | 43.955 | 44.0525358142949 | 0.00140080957424818 | 43.8560633761309 | 0.0975358142948721 | 195 | 43.9 | 43.9597707650713 | 0.0141455668839133 | 43.8260836680448 | 0.059770765071292 | 196 | 43.7065 | 43.6510712676644 | -0.0146817392252817 | 43.7766104715609 | -0.0554287323356206 | 197 | 43.6939 | 43.6676643949821 | -0.00300604583711205 | 43.723141650855 | -0.0262356050179093 | 198 | 43.6587 | 43.6068089613880 | 0.00214140787726687 | 43.7084496307348 | -0.051891038612041 | 199 | 43.5885 | 43.4506262326587 | 0.00140080957424818 | 43.724972957767 | -0.137873767341269 | 200 | 43.8885 | 44.0191494377384 | 0.0141455668839133 | 43.7437049953777 | 0.130649437738434 | 201 | 43.8216 | 43.898340914452 | -0.0146817392252817 | 43.7595408247733 | 0.076740914451996 | 202 | 43.751 | 43.7426400780508 | -0.00300604583711205 | 43.7623659677864 | -0.00835992194924273 | 203 | 43.699 | 43.664868068542 | 0.00214140787726687 | 43.7309905235807 | -0.0341319314579493 | 204 | 43.7425 | 43.7950731090033 | 0.00140080957424818 | 43.6885260814224 | 0.052573109003319 | 205 | 43.639 | 43.6098672581991 | 0.0141455668839133 | 43.653987174917 | -0.0291327418009146 | 206 | 43.589 | 43.5795716683902 | -0.0146817392252817 | 43.613110070835 | -0.00942833160975454 | 207 | 43.606 | 43.6584399173425 | 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43.1380546131611 | 0.111051432676021 | 218 | 43.0866 | 43.0472611831217 | 0.00214140787726687 | 43.123797409001 | -0.0393388168782636 | 219 | 43.0865 | 43.0758163927652 | 0.00140080957424818 | 43.0957827976606 | -0.0106836072348031 | 220 | 43.0194 | 42.9655711474788 | 0.0141455668839133 | 43.0590832856372 | -0.053828852521157 | 221 | 43.08 | 43.1479873279343 | -0.0146817392252817 | 43.026694411291 | 0.0679873279342544 | 222 | 43.007 | 43.0220823951542 | -0.00300604583711205 | 42.9949236506829 | 0.0150823951542236 | 223 | 42.9278 | 42.8975765869099 | 0.00214140787726687 | 42.9558820052128 | -0.0302234130900558 | 224 | 42.9545 | 42.9855433674983 | 0.00140080957424818 | 42.9220558229274 | 0.0310433674983059 | 225 | 42.7995 | 42.6717417240855 | 0.0141455668839133 | 42.9131127090306 | -0.127758275914530 | 226 | 42.9048 | 42.8895418455129 | -0.0146817392252817 | 42.9347398937124 | -0.0152581544871282 | 227 | 42.9468 | 42.9165701260408 | -0.00300604583711205 | 42.9800359197964 | 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44.0414752290108 | 0.00214140787726687 | 44.272783363112 | -0.116724770989237 | 239 | 44.14 | 43.8252425629674 | 0.00140080957424818 | 44.4533566274584 | -0.314757437032632 | 240 | 45.07 | 45.5238240437919 | 0.0141455668839133 | 44.6020303893242 | 0.453824043791911 | 241 | 44.8737 | 45.094126829031 | -0.0146817392252817 | 44.6679549101943 | 0.220426829031027 | 242 | 44.8505 | 45.0932993232971 | -0.00300604583711205 | 44.61070672254 | 0.242799323297099 | 243 | 44.373 | 44.3020274183463 | 0.00214140787726687 | 44.4418311737765 | -0.0709725816537343 | 244 | 44.075 | 43.8807192871193 | 0.00140080957424818 | 44.2678799033065 | -0.194280712880705 | 245 | 43.9725 | 43.7864742834805 | 0.0141455668839133 | 44.1443801496356 | -0.186025716519531 | 246 | 44.094 | 44.1354415340022 | -0.0146817392252817 | 44.0672402052231 | 0.0414415340022103 | 247 | 44.191 | 44.3783051276392 | -0.00300604583711205 | 44.006700918198 | 0.187305127639156 | 248 | 43.9685 | 44.0249698942037 | 0.00214140787726687 | 43.909888697919 | 0.0564698942037154 | 249 | 43.79 | 43.854398623687 | 0.00140080957424818 | 43.7242005667388 | 0.0643986236869907 | 250 | 43.6041 | 43.7285670803154 | 0.0141455668839133 | 43.4654873528007 | 0.124467080315370 | 251 | 43.1707 | 43.1213765237831 | -0.0146817392252817 | 43.2347052154422 | -0.0493234762168981 | 252 | 42.71 | 42.3114858721348 | -0.00300604583711205 | 43.1115201737023 | -0.398514127865219 | 253 | 42.755 | 42.4236260201498 | 0.00214140787726687 | 43.084232571973 | -0.331373979850241 | 254 | 43.3316 | 43.5439843988903 | 0.00140080957424818 | 43.1178147915355 | 0.212384398890293 | 255 | 43.5 | 43.7983698920007 | 0.0141455668839133 | 43.1874845411154 | 0.298369892000728 | 256 | 43.154 | 43.1074560823569 | -0.0146817392252817 | 43.2152256568683 | -0.0465439176430635 | 257 | 43.16 | 43.1873856826146 | -0.00300604583711205 | 43.1356203632225 | 0.0273856826145789 | 258 | 43.1 | 43.2072858827518 | 0.00214140787726687 | 42.990572709371 | 0.107285882751761 | 259 | 42.85 | 42.8476998244983 | 0.00140080957424818 | 42.8508993659275 | -0.00230017550170913 | 260 | 42.6175 | 42.4825447888277 | 0.0141455668839133 | 42.7383096442884 | -0.13495521117229 | 261 | 42.5 | 42.3371592838081 | -0.0146817392252817 | 42.6775224554171 | -0.162840716191866 | 262 | 42.6285 | 42.5744493312835 | -0.00300604583711205 | 42.6855567145536 | -0.0540506687164992 | 263 | 42.6974 | 42.6825175799965 | 0.00214140787726687 | 42.7101410121262 | -0.0148824200034596 | 264 | 43.04 | 43.3658089028456 | 0.00140080957424818 | 42.7127902875802 | 0.325808902845552 | 265 | 42.673 | 42.6491038653718 | 0.0141455668839133 | 42.6827505677443 | -0.0238961346282096 | 266 | 42.5015 | 42.4259662846429 | -0.0146817392252817 | 42.5917154545823 | -0.0755337153570679 | 267 | 42.538 | 42.6455453191656 | -0.00300604583711205 | 42.4334607266715 | 0.107545319165560 | 268 | 42.3735 | 42.4624790147403 | 0.00214140787726687 | 42.2823795773825 | 0.0889790147402536 | 269 | 42.014 | 41.8252206185515 | 0.00140080957424818 | 42.2013785718743 | -0.188779381448519 | 270 | 41.8618 | 41.50449034277 | 0.0141455668839133 | 42.2049640903461 | -0.357309657229997 | 271 | 42.1824 | 42.0943938600528 | -0.0146817392252817 | 42.2850878791725 | -0.0880061399472254 | 272 | 42.605 | 42.8044799191868 | -0.00300604583711205 | 42.4085261266503 | 0.199479919186814 | 273 | 42.7345 | 42.9552589089366 | 0.00214140787726687 | 42.5115996831862 | 0.220758908936560 | 274 | 42.615 | 42.6946550433824 | 0.00140080957424818 | 42.5339441470434 | 0.079655043382374 | 275 | 42.465 | 42.4494138503697 | 0.0141455668839133 | 42.4664405827464 | -0.0155861496303160 | 276 | 42.34 | 42.3531510666868 | -0.0146817392252817 | 42.3415306725384 | 0.0131510666868380 | 277 | 42.251 | 42.3112514103715 | -0.00300604583711205 | 42.1937546354656 | 0.0602514103715421 | 278 | 42.0475 | 42.0478384481703 | 0.00214140787726687 | 42.0450201439524 | 0.000338448170310812 | 279 | 41.86 | 41.8043383321190 | 0.00140080957424818 | 41.9142608583067 | -0.0556616678809618 | 280 | 41.685 | 41.5423625742232 | 0.0141455668839133 | 41.8134918588929 | -0.142637425776783 | 281 | 41.735 | 41.7368967943322 | -0.0146817392252817 | 41.7477849448931 | 0.00189679433215417 | 282 | 41.706 | 41.7194790258952 | -0.00300604583711205 | 41.6955270199419 | 0.0134790258952435 | 283 | 41.764 | 41.9039027032694 | 0.00214140787726687 | 41.6219558888533 | 0.139902703269385 | 284 | 41.58 | 41.6486138562143 | 0.00140080957424818 | 41.5099853342114 | 0.06861385621432 | 285 | 41.373 | 41.3477102748428 | 0.0141455668839133 | 41.3841441582733 | -0.0252897251571653 | 286 | 41.088 | 40.9201366133161 | -0.0146817392252817 | 41.2705451259091 | -0.167863386683862 | 287 | 41.137 | 41.0990221017178 | -0.00300604583711205 | 41.1779839441193 | -0.0379778982821932 | 288 | 41.1587 | 41.2279582609625 | 0.00214140787726687 | 41.0873003311602 | 0.0692582609624992 | 289 | 41.185 | 41.3691292357233 | 0.00140080957424818 | 40.9994699547025 | 0.184129235723290 | 290 | 40.819 | 40.7009966851505 | 0.0141455668839133 | 40.9228577479656 | -0.118003314849496 | 291 | 40.633 | 40.4354937492376 | -0.0146817392252817 | 40.8451879899877 | -0.197506250762444 | 292 | 40.858 | 40.9474156197618 | -0.00300604583711205 | 40.7715904260753 | 0.0894156197618017 | 293 | 40.794 | 40.8537732593262 | 0.00214140787726687 | 40.7320853327966 | 0.059773259326164 | 294 | 40.69 | 40.6653000089015 | 0.00140080957424818 | 40.7132991815242 | -0.0246999910984655 | 295 | 40.595 | 40.5041127823305 | 0.0141455668839133 | 40.6717416507856 | -0.0908872176695112 | 296 | 40.7305 | 40.8463132167329 | -0.0146817392252817 | 40.6293685224924 | 0.115813216732867 | 297 | 40.5471 | 40.4773683848604 | -0.00300604583711205 | 40.6198376609767 | -0.069731615139581 | 298 | 40.5145 | 40.4057843217378 | 0.00214140787726687 | 40.6210742703849 | -0.108715678262151 | 299 | 40.7 | 40.7871893512646 | 0.00140080957424818 | 40.6114098391612 | 0.0871893512645485 | 300 | 40.7 | 40.7804870737784 | 0.0141455668839133 | 40.6053673593377 | 0.0804870737783716 | 301 | 40.522 | 40.482837418105 | -0.0146817392252817 | 40.5758443211203 | -0.0391625818949706 | 302 | 40.6165 | 40.7318635074801 | -0.00300604583711205 | 40.504142538357 | 0.115363507480076 | 303 | 40.3985 | 40.3712438852724 | 0.00214140787726687 | 40.4236147068504 | -0.0272561147276207 | 304 | 40.2815 | 40.2024579936796 | 0.00140080957424818 | 40.3591411967462 | -0.0790420063204138 | 305 | 40.245 | 40.1695578573367 | 0.0141455668839133 | 40.3062965757793 | -0.0754421426632632 | 306 | 40.3055 | 40.3547225622354 | -0.0146817392252817 | 40.2709591769899 | 0.0492225622353715 | 307 | 40.2696 | 40.3057126283677 | -0.00300604583711205 | 40.2364934174694 | 0.0361126283677322 | 308 | 40.251 | 40.3304892958273 | 0.00214140787726687 | 40.1693692962955 | 0.0794892958272655 | 309 | 40.127 | 40.1813683465005 | 0.00140080957424818 | 40.0712308439252 | 0.0543683465005103 | 310 | 39.95 | 39.9015671037887 | 0.0141455668839133 | 39.9842873293274 | 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39.1877801667964 | -0.0146817392252817 | 39.3739015724289 | -0.0857198332035765 | 322 | 39.1435 | 39.0053200947865 | -0.00300604583711205 | 39.2846859510507 | -0.138179905213548 | 323 | 39.1742 | 39.094985049659 | 0.00214140787726687 | 39.2512735424638 | -0.0792149503410329 | 324 | 39.2025 | 39.1181833964975 | 0.00140080957424818 | 39.2854157939283 | -0.084316603502522 | 325 | 39.3946 | 39.429973572721 | 0.0141455668839133 | 39.3450808603951 | 0.0353735727209852 | 326 | 39.5025 | 39.6335303429162 | -0.0146817392252817 | 39.3861513963091 | 0.131030342916191 | 327 | 39.4845 | 39.5764675845092 | -0.00300604583711205 | 39.3955384613279 | 0.0919675845091845 | 328 | 39.33 | 39.2878866765862 | 0.00214140787726687 | 39.3699719155365 | -0.0421133234137514 | 329 | 39.295 | 39.27531457431 | 0.00140080957424818 | 39.3132846161158 | -0.0196854256900068 | 330 | 39.2675 | 39.2876974097641 | 0.0141455668839133 | 39.233157023352 | 0.0201974097641155 | 331 | 39.2535 | 39.3746909056422 | -0.0146817392252817 | 39.1469908335831 | 0.12119090564223 | 332 | 38.9845 | 38.9165272204218 | -0.00300604583711205 | 39.0554788254153 | -0.0679727795781773 | 333 | 38.9285 | 38.8966974186096 | 0.00214140787726687 | 38.9581611735131 | -0.0318025813903517 | 334 | 38.8592 | 38.8393177758536 | 0.00140080957424818 | 38.8776814145721 | -0.0198822241463716 | 335 | 38.77 | 38.6948890788191 | 0.0141455668839133 | 38.830965354297 | -0.0751109211809222 | 336 | 38.79 | 38.7891521036294 | -0.0146817392252817 | 38.8055296355959 | -0.000847896370594015 | 337 | 38.8205 | 38.8470776676445 | -0.00300604583711205 | 38.7969283781926 | 0.0265776676445455 | 338 | 38.7577 | 38.7266005003730 | 0.00214140787726687 | 38.7866580917497 | -0.0310994996269542 | 339 | 38.839 | 38.9284582515943 | 0.00140080957424818 | 38.7481409388314 | 0.0894582515943156 | 340 | 38.78 | 38.8505724465905 | 0.0141455668839133 | 38.6952819865256 | 0.0705724465904964 | 341 | 38.54 | 38.4329612720243 | -0.0146817392252817 | 38.661720467201 | -0.107038727975699 | 342 | 38.511 | 38.3628510979522 | -0.00300604583711205 | 38.6621549478849 | -0.148148902047787 | 343 | 38.615 | 38.5529056017681 | 0.00214140787726687 | 38.6749529903547 | -0.0620943982319417 | 344 | 38.898 | 39.1426316347188 | 0.00140080957424818 | 38.651967555707 | 0.244631634718758 | 345 | 38.8691 | 39.1702344795644 | 0.0141455668839133 | 38.5538199535517 | 0.301134479564396 | 346 | 38.384 | 38.4111729818754 | -0.0146817392252817 | 38.3715087573499 | 0.0271729818754025 | 347 | 38.0277 | 37.921866414089 | -0.00300604583711205 | 38.1365396317481 | -0.105833585910979 | 348 | 37.72 | 37.5265422981238 | 0.00214140787726687 | 37.9113162939990 | -0.193457701876220 | 349 | 37.7325 | 37.7028529373773 | 0.00140080957424818 | 37.7607462530484 | -0.0296470626226650 | 350 | 37.626 | 37.503318711775 | 0.0141455668839133 | 37.7345357213411 | -0.122681288224982 | 351 | 37.603 | 37.3543277910304 | -0.0146817392252817 | 37.8663539481949 | -0.248672208969595 | 352 | 37.78 | 37.4720571541723 | -0.00300604583711205 | 38.0909488916648 | -0.307942845827682 | 353 | 38.559 | 38.8121344368821 | 0.00214140787726687 | 38.3037241552407 | 0.253134436882057 | 354 | 39.0459 | 39.620690383506 | 0.00140080957424818 | 38.4697088069198 | 0.574790383505977 | 355 | 38.45 | 38.3648710866721 | 0.0141455668839133 | 38.5209833464440 | -0.0851289133279494 | 356 | 38.505 | 38.6219386936545 | -0.0146817392252817 | 38.4027430455708 | 0.116938693654504 | 357 | 38.2885 | 38.3571445691158 | -0.00300604583711205 | 38.2228614767213 | 0.0686445691158255 | 358 | 37.795 | 37.4913170082798 | 0.00214140787726687 | 38.096541583843 | -0.303682991720237 | 359 | 37.92 | 37.8218373602806 | 0.00140080957424818 | 38.0167618301451 | -0.0981626397193764 | 360 | 38.034 | 38.0663888223434 | 0.0141455668839133 | 37.9874656107727 | 0.0323888223433997 | 361 | 38.029 | 38.0794744674483 | -0.0146817392252817 | 37.993207271777 | 0.0504744674482609 | 362 | 38.063 | 38.1492253761744 | -0.00300604583711205 | 37.9797806696627 | 0.0862253761744398 | 363 | 37.9828 | 38.0053025640137 | 0.00214140787726687 | 37.9581560281091 | 0.0225025640136778 | 364 | 37.745 | 37.5400155243688 | 0.00140080957424818 | 37.9485836660570 | -0.204984475631214 | 365 | 37.969 | 37.9689156618331 | 0.0141455668839133 | 37.954938771283 | -8.43381669284327e-05 | 366 | 38.007 | 38.0412802668270 | -0.0146817392252817 | 37.9874014723983 | 0.0342802668269684 | 367 | 38.0615 | 38.0761743112665 | -0.00300604583711205 | 38.0498317345706 | 0.0146743112665249 | 368 | 38.0912 | 38.047177257992 | 0.00214140787726687 | 38.1330813341307 | -0.0440227420079964 | 369 | 38.091 | 37.9606645923932 | 0.00140080957424818 | 38.2199345980326 | -0.130335407606836 | 370 | 38.431 | 38.5622001876781 | 0.0141455668839133 | 38.285654245438 | 0.131200187678083 | 371 | 38.48 | 38.6462171552295 | -0.0146817392252817 | 38.3284645839958 | 0.166217155229511 | 372 | 38.35 | 38.3569419937655 | -0.00300604583711205 | 38.3460640520716 | 0.00694199376553684 | 373 | 38.214 | 38.1210708465649 | 0.00214140787726687 | 38.3047877455578 | -0.0929291534351009 | 374 | 38.384 | 38.5378593807808 | 0.00140080957424818 | 38.2287398096449 | 0.153859380780801 | 375 | 38.1375 | 38.0878491643354 | 0.0141455668839133 | 38.1730052687807 | -0.049650835664572 | 376 | 38.0075 | 37.8774229160826 | -0.0146817392252817 | 38.1522588231427 | -0.130077083917399 | 377 | 38.0524 | 37.9546391643348 | -0.00300604583711205 | 38.1531668815023 | -0.0977608356652269 | 378 | 38.235 | 38.2925402151993 | 0.00214140787726687 | 38.1753183769234 | 0.0575402151992961 | 379 | 38.31 | 38.4114237003413 | 0.00140080957424818 | 38.2071754900845 | 0.101423700341257 | 380 | 38.2615 | 38.2608607624967 | 0.0141455668839133 | 38.2479936706194 | -0.000639237503342827 | 381 | 38.13 | 37.9508946660563 | -0.0146817392252817 | 38.3237870731689 | -0.17910533394366 | 382 | 38.282 | 38.1092787040321 | -0.00300604583711205 | 38.4577273418050 | -0.172721295967847 | 383 | 38.581 | 38.5283525023635 | 0.00214140787726687 | 38.6315060897592 | -0.0526474976364639 | 384 | 39.0801 | 39.3392892014364 | 0.00140080957424818 | 38.8195099889893 | 0.259189201436421 | 385 | 39.0387 | 39.0806268570424 | 0.0141455668839133 | 38.9826275760737 | 0.041926857042391 | 386 | 39.1015 | 39.1411649016768 | -0.0146817392252817 | 39.0765168375485 | 0.0396649016767867 | 387 | 39.1503 | 39.2179538424737 | -0.00300604583711205 | 39.0856522033635 | 0.0676538424736606 | 388 | 39.14 | 39.2414345946606 | 0.00214140787726687 | 39.0364239974622 | 0.101434594660567 | 389 | 39.0275 | 39.092277584281 | 0.00140080957424818 | 38.9613216061448 | 0.0647775842809679 | 390 | 38.7665 | 38.6158120527228 | 0.0141455668839133 | 38.9030423803932 | -0.150687947277156 | 391 | 38.691 | 38.4882509843341 | -0.0146817392252817 | 38.9084307548912 | -0.202749015665930 | 392 | 38.849 | 38.7034471585051 | -0.00300604583711205 | 38.997558887332 | -0.145552841494904 | 393 | 39.1644 | 39.1903867336164 | 0.00214140787726687 | 39.1362718585063 | 0.0259867336164064 | 394 | 39.4907 | 39.7282395406897 | 0.00140080957424818 | 39.2517596497361 | 0.237539540689696 | 395 | 39.5095 | 39.7070896780364 | 0.0141455668839133 | 39.2977647550797 | 0.197589678036408 | 396 | 39.2795 | 39.2959362038692 | -0.0146817392252817 | 39.277745535356 | 0.0164362038692474 | 397 | 39.0437 | 38.8727141343718 | -0.00300604583711205 | 39.2176919114653 | -0.170985865628204 | 398 | 39.1355 | 39.0980215542354 | 0.00214140787726687 | 39.1708370378874 | -0.0374784457646413 | 399 | 39.143 | 39.1064522409393 | 0.00140080957424818 | 39.1781469494865 | -0.0365477590607313 | 400 | 39.185 | 39.1304131917277 | 0.0141455668839133 | 39.2254412413884 | -0.054586808272262 | 401 | 39.355 | 39.4396639290186 | -0.0146817392252817 | 39.2850178102066 | 0.084663929018646 | 402 | 39.297 | 39.2556067086204 | -0.00300604583711205 | 39.3413993372167 | -0.0413932913796131 | 403 | 39.4514 | 39.5189671582416 | 0.00214140787726687 | 39.3816914338812 | 0.0675671582415589 | 404 | 39.4173 | 39.4351292394628 | 0.00140080957424818 | 39.398069950963 | 0.0178292394627704 | 405 | 39.4305 | 39.4518384542188 | 0.0141455668839133 | 39.3950159788972 | 0.0213384542188422 | 406 | 39.384 | 39.4066049664166 | -0.0146817392252817 | 39.3760767728087 | 0.0226049664165586 | 407 | 39.3261 | 39.2865808020956 | -0.00300604583711205 | 39.3686252437415 | -0.0395191979044185 | 408 | 39.301 | 39.2100881931914 | 0.00214140787726687 | 39.3897703989313 | -0.090911806808613 | 409 | 39.35 | 39.2829379900953 | 0.00140080957424818 | 39.4156612003305 | -0.0670620099047099 | 410 | 39.64 | 39.8403097488179 | 0.0141455668839133 | 39.4255446842982 | 0.200309748817929 | 411 | 39.4723 | 39.5539216401458 | -0.0146817392252817 | 39.4053600990795 | 0.0816216401457694 | 412 | 39.3685 | 39.3939571059371 | -0.00300604583711205 | 39.3460489399 | 0.0254571059371358 | 413 | 39.1906 | 39.1188674149181 | 0.00214140787726687 | 39.2601911772047 | -0.0717325850819464 | 414 | 39.1183 | 39.047289634891 | 0.00140080957424818 | 39.1879095555347 | -0.0710103651089895 | 415 | 39.1325 | 39.1044816725865 | 0.0141455668839133 | 39.1463727605296 | -0.0280183274134771 | 416 | 39.1144 | 39.1232468584956 | -0.0146817392252817 | 39.1202348807297 | 0.00884685849555211 | 417 | 39.1614 | 39.2395239285245 | -0.00300604583711205 | 39.0862821173126 | 0.0781239285245334 | 418 | 39.0908 | 39.1351140721225 | 0.00214140787726687 | 39.0443445200002 | 0.0443140721225248 | 419 | 38.9199 | 38.8309375859193 | 0.00140080957424818 | 39.0074616045064 | -0.0889624140806617 | 420 | 38.913 | 38.8266153939211 | 0.0141455668839133 | 38.985239039195 | -0.08638460607893 | 421 | 38.9655 | 38.9568581279362 | -0.0146817392252817 | 38.988823611289 | -0.00864187206375533 | 422 | 39.029 | 39.0488013211265 | -0.00300604583711205 | 39.0122047247106 | 0.0198013211264794 | 423 | 39.089 | 39.1399286681075 | 0.00214140787726687 | 39.0359299240153 | 0.050928668107467 | 424 | 39.07 | 39.0719330488346 | 0.00140080957424818 | 39.0666661415911 | 0.00193304883461565 | 425 | 39.0046 | 38.8765514852399 | 0.0141455668839133 | 39.1185029478762 | -0.128048514760117 | 426 | 39.1038 | 39.0393433660757 | -0.0146817392252817 | 39.1829383731496 | -0.0644566339243084 | 427 | 39.3572 | 39.4616115292434 | -0.00300604583711205 | 39.2557945165937 | 0.104411529243379 | 428 | 39.388 | 39.4486493117918 | 0.00214140787726687 | 39.325209280331 | 0.0606493117917637 | 429 | 39.382 | 39.4078941370998 | 0.00140080957424818 | 39.354705053326 | 0.0258941370997618 | 430 | 39.4398 | 39.5240819656477 | 0.0141455668839133 | 39.3413724674684 | 0.0842819656477118 | 431 | 39.2537 | 39.2061223810925 | -0.0146817392252817 | 39.3159593581328 | -0.047577618907475 | 432 | 39.2301 | 39.1699820394242 | -0.00300604583711205 | 39.2932240064129 | -0.0601179605757949 | 433 | 39.2763 | 39.2591474773402 | 0.00214140787726687 | 39.2913111147826 | -0.017152522659849 | 434 | 39.282 | 39.206556627928 | 0.00140080957424818 | 39.3560425624977 | -0.0754433720719945 | 435 | 39.3325 | 39.1318057743729 | 0.0141455668839133 | 39.5190486587432 | -0.200694225627139 | 436 | 39.557 | 39.3696959816132 | -0.0146817392252817 | 39.7589857576121 | -0.187304018386840 | 437 | 40.1 | 40.1847371534332 | -0.00300604583711205 | 40.0182688924039 | 0.084737153433231 | 438 | 40.5875 | 40.9048891272017 | 0.00214140787726687 | 40.267969464921 | 0.317389127201707 | 439 | 40.485 | 40.458458772322 | 0.00140080957424818 | 40.5101404181037 | -0.0265412276779884 | 440 | 40.55 | 40.3476281271917 | 0.0141455668839133 | 40.7382263059243 | -0.20237187280825 | 441 | 40.7955 | 40.6729962293511 | -0.0146817392252817 | 40.9326855098742 | -0.122503770648905 | 442 | 41.456 | 41.8082878936318 | -0.00300604583711205 | 41.1067181522054 | 0.352287893631761 | 443 | 41.3557 | 41.4714487267923 | 0.00214140787726687 | 41.2378098653305 | 0.115748726792262 | 444 | 41.374 | 41.4524177990548 | 0.00140080957424818 | 41.2941813913709 | 0.0784177990548258 | 445 | 41.2235 | 41.1237681727375 | 0.0141455668839133 | 41.3090862603786 | -0.0997318272624952 | 446 | 41.15 | 40.9570762752576 | -0.0146817392252817 | 41.3576054639677 | -0.192923724742421 | 447 | 41.3725 | 41.2968061452892 | -0.00300604583711205 | 41.4511999005479 | -0.075693854710778 | 448 | 41.6923 | 41.81775529142 | 0.00214140787726687 | 41.5647033007027 | 0.125455291420003 | 449 | 41.8 | 41.9505849116405 | 0.00140080957424818 | 41.6480142787853 | 0.150584911640493 | 450 | 41.8045 | 41.9333827014802 | 0.0141455668839133 | 41.6614717316359 | 0.128882701480173 | 451 | 41.64 | 41.6643578798876 | -0.0146817392252817 | 41.6303238593377 | 0.0243578798876243 | 452 | 41.36 | 41.1356292760355 | -0.00300604583711205 | 41.5873767698016 | -0.224370723964533 | 453 | 41.5745 | 41.5892038339103 | 0.00214140787726687 | 41.5576547582124 | 0.0147038339103105 | 454 | 41.593 | 41.601419260655 | 0.00140080957424818 | 41.5831799297708 | 0.00841926065496068 | 455 | 41.575 | 41.4514809219487 | 0.0141455668839133 | 41.6843735111674 | -0.123519078051281 | 456 | 41.68 | 41.5368039083291 | -0.0146817392252817 | 41.8378778308961 | -0.143196091670859 | 457 | 42.0055 | 41.9945566171876 | -0.00300604583711205 | 42.0194494286495 | -0.0109433828123997 | 458 | 42.3188 | 42.4494720042991 | 0.00214140787726687 | 42.1859865878236 | 0.130672004299107 | 459 | 42.565 | 42.8094704293135 | 0.00140080957424818 | 42.3191287611122 | 0.244470429313516 | 460 | 42.3575 | 42.2592685479538 | 0.0141455668839133 | 42.4415858851623 | -0.0982314520462353 | 461 | 42.29 | 42.0565031846122 | -0.0146817392252817 | 42.538178554613 | -0.233496815387753 | 462 | 42.695 | 42.8165697958933 | -0.00300604583711205 | 42.5764362499438 | 0.121569795893315 | 463 | 43.0028 | 43.4144238399892 | 0.00214140787726687 | 42.5890347521336 | 0.411623839989161 | 464 | 42.4507 | 42.3324837169965 | 0.00140080957424818 | 42.5675154734293 | -0.118216283003513 | 465 | 42.4705 | 42.4307893952276 | 0.0141455668839133 | 42.4960650378885 | -0.0397106047724023 | 466 | 42.2875 | 42.1474353074448 | -0.0146817392252817 | 42.4422464317804 | -0.140064692555164 | 467 | 42.3172 | 42.163164471764 | -0.00300604583711205 | 42.4742415740731 | -0.154035528236037 | 468 | 42.55 | 42.5196873179902 | 0.00214140787726687 | 42.5781712741325 | -0.0303126820097788 | 469 | 42.7523 | 42.7684464728942 | 0.00140080957424818 | 42.7347527175316 | 0.0161464728941709 | 470 | 42.8993 | 42.8736663915363 | 0.0141455668839133 | 42.9107880415798 | -0.0256336084637212 | 471 | 43.1555 | 43.253320402348 | -0.0146817392252817 | 43.0723613368773 | 0.0978204023479918 | 472 | 43.1885 | 43.2062607733664 | -0.00300604583711205 | 43.1737452724707 | 0.0177607733664047 | 473 | 43.43 | 43.6833898807279 | 0.00214140787726687 | 43.1744687113948 | 0.253389880727902 | 474 | 43.31 | 43.5410438997107 | 0.00140080957424818 | 43.0775552907151 | 0.231043899710656 | 475 | 42.815 | 42.7325403262106 | 0.0141455668839133 | 42.8833141069055 | -0.0824596737894083 | 476 | 42.7017 | 42.7962275506997 | -0.0146817392252817 | 42.6218541885256 | 0.094527550699695 | 477 | 42.28 | 42.1686650380830 | -0.00300604583711205 | 42.3943410077541 | -0.111334961916953 | 478 | 41.922 | 41.5889000794413 | 0.00214140787726687 | 42.2529585126815 | -0.333099920558737 | 479 | 42.17 | 42.1484975824129 | 0.00140080957424818 | 42.1901016080128 | -0.0215024175870653 | 480 | 42.1962 | 42.1723299031926 | 0.0141455668839133 | 42.2059245299235 | -0.0238700968074070 | 481 | 42.3215 | 42.3852345264270 | -0.0146817392252817 | 42.2724472127983 | 0.0637345264269626 | 482 | 42.3173 | 42.3025531072213 | -0.00300604583711205 | 42.3350529386159 | -0.0147468927787529 | 483 | 42.391 | 42.4079299217775 | 0.00214140787726687 | 42.3719286703453 | 0.0169299217774608 | 484 | 42.463 | 42.5642274932509 | 0.00140080957424818 | 42.3603716971749 | 0.101227493250875 | 485 | 42.4125 | 42.5359488002487 | 0.0141455668839133 | 42.2749056328674 | 0.123448800248738 | 486 | 42.304 | 42.4968858605440 | -0.0146817392252817 | 42.1257958786812 | 0.192885860544045 | 487 | 41.813 | 41.7011240178862 | -0.00300604583711205 | 41.9278820279509 | -0.111875982113823 | 488 | 41.651 | 41.6149518000014 | 0.00214140787726687 | 41.6849067921213 | -0.0360481999985538 | 489 | 41.539 | 41.6353431550013 | 0.00140080957424818 | 41.4412560354245 | 0.0963431550012928 | 490 | 41.1575 | 41.102093993685 | 0.0141455668839133 | 41.1987604394311 | -0.0554060063150388 | 491 | 40.9545 | 40.9672790489523 | -0.0146817392252817 | 40.956402690273 | 0.0127790489523179 |
| | Charts produced by software: | | http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/174bc1292718183.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/174bc1292718183.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/274bc1292718183.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/274bc1292718183.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/3hwsx1292718183.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/3hwsx1292718183.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/4hwsx1292718183.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/19/t1292718295iiucl47y6nsia81/4hwsx1292718183.ps (open in new window) |
| | Parameters (Session): | par1 = 5 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ; | | Parameters (R input): | par1 = 5 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; 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')
| |
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