Repository of Reproducible Computations

Free Statistics

of Irreproducible Research!

Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_decomposeloess.wasp

Title produced by software

Decomposition by Loess

Date of computation

Sun, 26 Dec 2010 19:01:05 +0000

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/26/t1293389994s972j8qkogs5n2n.htm/, Retrieved Mon, 06 May 2024 11:35:06 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=115779, Retrieved Mon, 06 May 2024 11:35:06 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

104

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Decomposition by Loess] [paper Loess] [2010-12-26 19:01:05] [4c854bb223ec27caaa7bcfc5e77b0dbd] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

5,2
7,9
8,7
8,9
15,3
15,4
18,1
19,7
13
12,6
6,2
3,5
3,4
0
9,5
8,9
10,4
13,2
18,9
19
16,3
10,6
5,8
3,6
2,6
5
7,3
9,2
15,7
16,8
18,4
18,1
14,6
7,8
7,6
3,8
5,6
2,2
6,8
11,8
14,9
16,7
16,7
15,9
13,6
9,2
2,8
2,5
4,8
2,8
7,8
9
12,9
16,4
21,8
17,8
13,5
10
10,4
5,5
4
6,8
5,7
9,1
13,6
15
20,9
20,4
14
13,7
7,1
0,8
2,1
1,3
3,9
10,7
11,1
16,4
17,1
17,3
12,9
10,9
5,3
0,7
-0,2
6,5
8,6
8,5
13,3
16,2
17,5
21,2
14,8
10,3
7,3
5,1
4,4
6,2
7,7
9,3
15,6
16,3
16,6
17,4
15,3
9,7
3,7
4,6
5,4
3,1
7,9
10,1
15
15,6
19,7
18,1
17,7
10,7
6,2
4,2
4
5,9
7,1
10,5
15,1
16,8
15,3
18,4
16,1
11,3
7,9
5,6
3,4
4,8
6,5
8,5
15,1
15,7
18,7
19,2
12,9
14,4
6,2
3,3
4,6
7,2
7,8
9,9
13,6
17,1
17,8
18,6
14,7
10,5
8,6
4,4
2,3
2,8
8,8
10,7
13,9
19,3
19,5
20,4
15,3
7,9
8,3
4,5
3,2
5
6,6
11,1
12,8
16,3
17,4
18,9
15,8
11,7
6,4
2,9
4,7
2,4
7,2
10,7
13,4
18,5
18,3
16,8
16,6
14,1
6,1
3,5
1,7
2,3
4,5
9,3
14,2
17,3
23
16,3
18,4
14,2
9,1
5,9
7,2
6,8
8
14,3
14,6
17,5
17,2
17,2
14,1
10,5
6,8
4,1
6,5
6,1
6,3
9,3
16,4
16,1
18
17,6
14
10,5
6,9
2,8
0,7
3,6
6,7
12,5
14,4
16,5
18,7
19,4
15,8
11,3
9,7
2,9

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	'Sir Ronald Aylmer Fisher' @ 193.190.124.24

\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 & 'Sir Ronald Aylmer Fisher' @ 193.190.124.24 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=115779&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]'Sir Ronald Aylmer Fisher' @ 193.190.124.24[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=115779&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=115779&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	'Sir Ronald Aylmer Fisher' @ 193.190.124.24

Seasonal Decomposition by Loess - Parameters
Component	Window	Degree	Jump
Seasonal	2401	0	241
Trend	19	1	2
Low-pass	13	1	2

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Parameters \tabularnewline
Component & Window & Degree & Jump \tabularnewline
Seasonal & 2401 & 0 & 241 \tabularnewline
Trend & 19 & 1 & 2 \tabularnewline
Low-pass & 13 & 1 & 2 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=115779&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]2401[/C][C]0[/C][C]241[/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=115779&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=115779&T=1

As an alternative you can also use a QR Code:

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

Seasonal Decomposition by Loess - Parameters
Component	Window	Degree	Jump
Seasonal	2401	0	241
Trend	19	1	2
Low-pass	13	1	2

Seasonal Decomposition by Loess - Time Series Components
t	Observed	Fitted	Seasonal	Trend	Remainder
1	5.2	5.03821737221319	-7.04575162228513	12.4075342500719	-0.161782627786810
2	7.9	10.0078788709021	-6.38322225665929	12.1753433857572	2.10787887090205
3	8.7	9.09754119556556	-3.64069371700808	11.9431525214425	0.397541195565559
4	8.9	6.76871077351061	-0.68984058633353	11.7211298128229	-2.13128922648939
5	15.3	15.8348800017146	3.26601289408206	11.4991071042033	0.534880001714615
6	15.4	13.8620172478140	5.66134505445582	11.2766376977302	-1.53798275218597
7	18.1	17.4541557842632	7.69167592447984	11.0541682912570	-0.645844215736824
8	19.7	20.9724084839957	7.60015538826729	10.8274361277370	1.27240848399566
9	13	11.2106615794702	4.1886344563127	10.6007039642171	-1.78933842052981
10	12.6	14.4676604608824	0.309437791902503	10.4229017472151	1.86766046088236
11	6.2	6.02465952076606	-3.86975905097922	10.2450995302132	-0.175340479233936
12	3.5	3.97635329498406	-7.087994245929	10.1116409509449	0.476353294984058
13	3.4	3.86756925060839	-7.04575162228513	9.97818237167674	0.467569250608394
14	0	-3.55131239976070	-6.38322225665929	9.93453465641998	-3.55131239976070
15	9.5	12.7498067758449	-3.64069371700808	9.89088694116323	3.24980677584485
16	8.9	8.58023583850756	-0.68984058633353	9.90960474782597	-0.319764161492436
17	10.4	7.60566455142923	3.26601289408206	9.9283225544887	-2.79433544857077
18	13.2	10.7681065235218	5.66134505445582	9.97054842202237	-2.43189347647819
19	18.9	20.0955497859641	7.69167592447984	10.0127742895560	1.19554978596412
20	19	20.2919302959461	7.60015538826729	10.1079143157866	1.29193029594611
21	16.3	18.2083112016701	4.1886344563127	10.2030543420172	1.90831120167014
22	10.6	10.5462488001736	0.309437791902503	10.3443134079239	-0.0537511998264275
23	5.8	4.98418657714854	-3.86975905097922	10.4855724738307	-0.815813422851459
24	3.6	3.67716820111137	-7.087994245929	10.6108260448176	0.0771682011113679
25	2.6	1.50967200648054	-7.04575162228513	10.7360796158046	-1.09032799351946
26	5	5.66120515777008	-6.38322225665929	10.7220170988892	0.661205157770077
27	7.3	7.53273913503425	-3.64069371700808	10.7079545819738	0.232739135034254
28	9.2	8.42668937962044	-0.68984058633353	10.6631512067131	-0.773310620379563
29	15.7	17.5156392744656	3.26601289408206	10.6183478314524	1.81563927446558
30	16.8	17.3141444450576	5.66134505445582	10.6245105004866	0.514144445057569
31	18.4	18.4776509059993	7.69167592447984	10.6306731695209	0.07765090599929
32	18.1	17.9770421876327	7.60015538826729	10.6228024241001	-0.122957812367348
33	14.6	14.3964338650081	4.1886344563127	10.6149316786793	-0.203566134991949
34	7.8	4.67182032188102	0.309437791902503	10.6187418862165	-3.12817967811898
35	7.6	8.44720695722552	-3.86975905097922	10.6225520937537	0.847206957225524
36	3.8	4.07694987649551	-7.087994245929	10.6110443694335	0.276949876495511
37	5.6	7.64621497717183	-7.04575162228513	10.5995366451133	2.04621497717183
38	2.2	0.23777656146999	-6.38322225665929	10.5454456951893	-1.96222343853001
39	6.8	6.74933897174279	-3.64069371700808	10.4913547452653	-0.0506610282572133
40	11.8	13.9363970106744	-0.68984058633353	10.3534435756592	2.13639701067437
41	14.9	16.3184546998649	3.26601289408206	10.2155324060530	1.41845469986490
42	16.7	17.6782977063980	5.66134505445582	10.0603572391461	0.978297706398035
43	16.7	15.8031420032809	7.69167592447984	9.90518207223926	-0.896857996719103
44	15.9	14.3891659435774	7.60015538826729	9.81067866815527	-1.51083405642256
45	13.6	13.2951902796160	4.1886344563127	9.71617526407127	-0.304809720383973
46	9.2	8.42837197328518	0.309437791902503	9.66219023481231	-0.771628026714819
47	2.8	-0.138446154574130	-3.86975905097922	9.60820520555335	-2.93844615457413
48	2.5	2.40152621531133	-7.087994245929	9.68646803061768	-0.0984737846886716
49	4.8	6.88102076660312	-7.04575162228513	9.764730855682	2.08102076660312
50	2.8	2.03086283452373	-6.38322225665929	9.95235942213555	-0.769137165476268
51	7.8	9.10070572841898	-3.64069371700808	10.1399879885891	1.30070572841898
52	9	8.33635095261673	-0.68984058633353	10.3534896337168	-0.663649047383268
53	12.9	11.9669958270734	3.26601289408206	10.5669912788445	-0.933004172926562
54	16.4	16.3690637232622	5.66134505445582	10.7695912222820	-0.0309362767377905
55	21.8	24.9361329098007	7.69167592447984	10.9721911657194	3.13613290980072
56	17.8	16.9085812065720	7.60015538826729	11.0912634051607	-0.89141879342802
57	13.5	11.6010298990853	4.1886344563127	11.2103356446020	-1.89897010091472
58	10	8.47130618970282	0.309437791902503	11.2192560183947	-1.52869381029718
59	10.4	13.4415826587919	-3.86975905097922	11.2281763921873	3.04158265879188
60	5.5	6.88096270970535	-7.087994245929	11.2070315362237	1.38096270970535
61	4	3.85986494202515	-7.04575162228513	11.1858866802600	-0.140135057974849
62	6.8	8.77525049857759	-6.38322225665929	11.2079717580817	1.97525049857759
63	5.7	3.81063688110467	-3.64069371700808	11.2300568359034	-1.88936311889533
64	9.1	7.66263997405998	-0.68984058633353	11.2272006122735	-1.43736002594002
65	13.6	12.7096427172743	3.26601289408206	11.2243443886437	-0.890357282725747
66	15	13.2791263437296	5.66134505445582	11.0595286018146	-1.72087365627043
67	20.9	23.2136112605346	7.69167592447984	10.8947128149855	2.31361126053461
68	20.4	22.4993713556604	7.60015538826729	10.7004732560723	2.09937135566043
69	14	13.3051318465283	4.1886344563127	10.5062336971590	-0.694868153471711
70	13.7	16.7387669113269	0.309437791902503	10.3517952967706	3.03876691132689
71	7.1	7.87240215459702	-3.86975905097922	10.1973568963822	0.772402154597017
72	0.8	-1.34020423395735	-7.087994245929	10.0281984798864	-2.14020423395735
73	2.1	1.38671155889461	-7.04575162228513	9.85904006339052	-0.713288441105387
74	1.3	-0.685382983217375	-6.38322225665929	9.66860523987666	-1.98538298321738
75	3.9	1.96252330064528	-3.64069371700808	9.4781704163628	-1.93747669935472
76	10.7	12.7199998598348	-0.68984058633353	9.36984072649872	2.01999985983480
77	11.1	9.6724760692833	3.26601289408206	9.26151103663464	-1.42752393071671
78	16.4	17.8919293567043	5.66134505445582	9.24672558883991	1.49192935670427
79	17.1	17.2763839344750	7.69167592447984	9.23194014104518	0.176383934474977
80	17.3	17.6652424476818	7.60015538826729	9.33460216405095	0.365242447681760
81	12.9	12.1741013566306	4.1886344563127	9.43726418705672	-0.725898643369414
82	10.9	11.9520683451609	0.309437791902503	9.53849386293655	1.05206834516095
83	5.3	4.83003551216284	-3.86975905097922	9.63972353881638	-0.469964487837156
84	0.7	-1.24525994974193	-7.087994245929	9.73325419567093	-1.94525994974193
85	-0.2	-3.18103323024036	-7.04575162228513	9.82678485252549	-2.98103323024036
86	6.5	9.41542393981826	-6.38322225665929	9.96779831684103	2.91542393981826
87	8.6	10.7318819358515	-3.64069371700808	10.1088117811566	2.13188193585152
88	8.5	7.40133506407535	-0.68984058633353	10.2885055222582	-1.09866493592465
89	13.3	12.8657878425581	3.26601289408206	10.4681992633598	-0.434212157441857
90	16.2	16.0835891827245	5.66134505445582	10.6550657628197	-0.116410817275506
91	17.5	16.4663918132406	7.69167592447984	10.8419322622796	-1.03360818675942
92	21.2	23.8338578586504	7.60015538826729	10.9659867530823	2.63385785865038
93	14.8	14.3213242998022	4.1886344563127	11.0900412438851	-0.478675700197769
94	10.3	9.12846513094202	0.309437791902503	11.1620970771555	-1.17153486905798
95	7.3	7.23560614055334	-3.86975905097922	11.2341529104259	-0.064393859446664
96	5.1	6.05217305394925	-7.087994245929	11.2358211919798	0.95217305394925
97	4.4	4.60826214875151	-7.04575162228513	11.2374894735336	0.208262148751507
98	6.2	7.63642848409276	-6.38322225665929	11.1467937725665	1.43642848409276
99	7.7	7.98459564540865	-3.64069371700808	11.0560980715994	0.284595645408652
100	9.3	8.37492950766075	-0.68984058633353	10.9149110786728	-0.925070492339254
101	15.6	17.1602630201718	3.26601289408206	10.7737240857461	1.56026302017180
102	16.3	16.2924110671800	5.66134505445582	10.6462438783642	-0.00758893282003825
103	16.6	14.9895604045379	7.69167592447984	10.5187636709823	-1.61043959546214
104	17.4	16.7535850621597	7.60015538826729	10.4462595495730	-0.64641493784034
105	15.3	16.0376101155235	4.1886344563127	10.3737554281638	0.737610115523504
106	9.7	8.7071573878728	0.309437791902503	10.3834048202247	-0.992842612127193
107	3.7	0.876704838693644	-3.86975905097922	10.3930542122856	-2.82329516130636
108	4.6	5.82423410190938	-7.087994245929	10.4637601440196	1.22423410190938
109	5.4	7.31128554653145	-7.04575162228513	10.5344660757537	1.91128554653145
110	3.1	1.90607292243235	-6.38322225665929	10.6771493342269	-1.19392707756765
111	7.9	8.6208611243079	-3.64069371700808	10.8198325927002	0.720861124307898
112	10.1	9.95581745960215	-0.68984058633353	10.9340231267314	-0.144182540397846
113	15	15.6857734451554	3.26601289408206	11.0482136607626	0.68577344515537
114	15.6	14.4386205442172	5.66134505445582	11.1000344013270	-1.16137945578280
115	19.7	20.5564689336288	7.69167592447984	11.1518551418914	0.85646893362877
116	18.1	17.4300748439457	7.60015538826729	11.1697697677870	-0.669925156054262
117	17.7	20.0236811500047	4.1886344563127	11.1876843936826	2.32368115000474
118	10.7	9.8788015049344	0.309437791902503	11.2117607031631	-0.821198495065591
119	6.2	5.03392203833561	-3.86975905097922	11.2358370126436	-1.16607796166439
120	4.2	4.30073402118243	-7.087994245929	11.1872602247466	0.100734021182426
121	4	3.90706818543559	-7.04575162228513	11.1386834368495	-0.0929318145644125
122	5.9	7.12047462208177	-6.38322225665929	11.0627476345775	1.22047462208177
123	7.1	6.85388188470259	-3.64069371700808	10.9868118323055	-0.246118115297412
124	10.5	10.7138656105566	-0.68984058633353	10.9759749757770	0.213865610556567
125	15.1	15.9688489866695	3.26601289408206	10.9651381192484	0.868848986669501
126	16.8	16.9407414628145	5.66134505445582	10.9979134827297	0.140741462814486
127	15.3	11.8776352293092	7.69167592447984	11.0306888462110	-3.4223647706908
128	18.4	18.1952108288920	7.60015538826729	11.0046337828407	-0.204789171108025
129	16.1	17.0327868242168	4.1886344563127	10.9785787194705	0.932786824216794
130	11.3	11.3466696589694	0.309437791902503	10.9438925491281	0.0466696589693854
131	7.9	8.7605526721935	-3.86975905097922	10.9092063787857	0.860552672193508
132	5.6	7.37399090847977	-7.087994245929	10.9140033374492	1.77399090847977
133	3.4	2.92695132617236	-7.04575162228513	10.9188002961128	-0.473048673827636
134	4.8	5.06215677572926	-6.38322225665929	10.9210654809300	0.262156775729261
135	6.5	5.7173630512608	-3.64069371700808	10.9233306657473	-0.782636948739203
136	8.5	6.80486253928662	-0.68984058633353	10.8849780470469	-1.69513746071338
137	15.1	16.0873616775714	3.26601289408206	10.8466254283465	0.9873616775714
138	15.7	14.8883164480942	5.66134505445582	10.8503384974500	-0.811683551905787
139	18.7	18.8542725089668	7.69167592447984	10.8540515665534	0.154272508966759
140	19.2	19.8516497488264	7.60015538826729	10.9481948629063	0.651649748826374
141	12.9	10.5690273844280	4.1886344563127	11.0423381592593	-2.33097261557197
142	14.4	17.3656656626629	0.309437791902503	11.1248965454346	2.96566566266288
143	6.2	5.06230411936926	-3.86975905097922	11.2074549316100	-1.13769588063074
144	3.3	2.46735866409027	-7.087994245929	11.2206355818387	-0.832641335909731
145	4.6	5.01193539021762	-7.04575162228513	11.2338162320675	0.41193539021762
146	7.2	9.57772741687301	-6.38322225665929	11.2054948397863	2.37772741687301
147	7.8	8.06352026950304	-3.64069371700808	11.1771734475050	0.263520269503044
148	9.9	9.34562739158302	-0.68984058633353	11.1442131947505	-0.554372608416983
149	13.6	12.8227341639219	3.26601289408206	11.111252941996	-0.777265836078055
150	17.1	17.4908367632695	5.66134505445582	11.0478181822747	0.390836763269467
151	17.8	16.9239406529667	7.69167592447984	10.9843834225534	-0.87605934703328
152	18.6	18.6955890257975	7.60015538826729	10.9042555859353	0.095589025797457
153	14.7	14.3872377943702	4.1886344563127	10.8241277493171	-0.312762205629767
154	10.5	9.85789574709687	0.309437791902503	10.8326664610006	-0.642104252903128
155	8.6	10.2285538782950	-3.86975905097922	10.8412051726842	1.62855387829504
156	4.4	4.93839484432259	-7.087994245929	10.9495994016064	0.538394844322594
157	2.3	0.587757991756484	-7.04575162228513	11.0579936305286	-1.71224200824352
158	2.8	0.833275811191734	-6.38322225665929	11.1499464454676	-1.96672418880827
159	8.8	9.99879445660163	-3.64069371700808	11.2418992604065	1.19879445660163
160	10.7	10.8329263255529	-0.68984058633353	11.2569142607806	0.132926325552930
161	13.9	13.2620578447632	3.26601289408206	11.2719292611547	-0.637942155236807
162	19.3	21.6645564416929	5.66134505445582	11.2740985038513	2.3645564416929
163	19.5	20.0320563289723	7.69167592447984	11.2762677465478	0.53205632897234
164	20.4	21.9227100094246	7.60015538826729	11.2771346023081	1.52271000942461
165	15.3	15.1333640856189	4.1886344563127	11.2780014580684	-0.166635914381072
166	7.9	4.30142705883482	0.309437791902503	11.1891351492627	-3.59857294116518
167	8.3	9.36949021052225	-3.86975905097922	11.1002688404570	1.06949021052225
168	4.5	5.11779265115718	-7.087994245929	10.9702015947718	0.617792651157178
169	3.2	2.60561727319845	-7.04575162228513	10.8401343490867	-0.59438272680155
170	5	5.59847752788914	-6.38322225665929	10.7847447287701	0.598477527889145
171	6.6	6.11133860855448	-3.64069371700808	10.7293551084536	-0.488661391445524
172	11.1	12.1425928286612	-0.68984058633353	10.7472477576723	1.04259282866123
173	12.8	11.5688466990269	3.26601289408206	10.765140406891	-1.23115330097306
174	16.3	16.1920495598058	5.66134505445582	10.7466053857384	-0.107950440194184
175	17.4	16.3802537109344	7.69167592447984	10.7280703645857	-1.01974628906557
176	18.9	19.5033534185588	7.60015538826729	10.6964911931739	0.603353418558761
177	15.8	16.7464535219251	4.1886344563127	10.6649120217622	0.94645352192514
178	11.7	12.4158589678228	0.309437791902503	10.6747032402746	0.715858967822847
179	6.4	5.98526459219208	-3.86975905097922	10.6844944587871	-0.414735407807916
180	2.9	2.16669989018645	-7.087994245929	10.7212943557426	-0.733300109813547
181	4.7	5.68765736958717	-7.04575162228513	10.7580942526980	0.987657369587165
182	2.4	0.395768565853549	-6.38322225665929	10.7874536908057	-2.00423143414645
183	7.2	7.22388058809457	-3.64069371700808	10.8168131289135	0.0238805880945723
184	10.7	11.2187688689535	-0.68984058633353	10.8710717173800	0.518768868953551
185	13.4	12.6086568000715	3.26601289408206	10.9253303058464	-0.791343199928514
186	18.5	20.3999165791915	5.66134505445582	10.9387383663526	1.89991657919155
187	18.3	17.9561776486613	7.69167592447984	10.9521464268588	-0.343822351338655
188	16.8	15.1525043488412	7.60015538826729	10.8473402628915	-1.64749565115876
189	16.6	18.2688314447632	4.1886344563127	10.7425340989241	1.66883144476319
190	14.1	17.2695304929582	0.309437791902503	10.6210317151393	3.16953049295819
191	6.1	5.57022971962473	-3.86975905097922	10.4995293313545	-0.529770280375272
192	3.5	3.59872837782706	-7.087994245929	10.4892658681020	0.0987283778270562
193	1.7	-0.0332507825642765	-7.04575162228513	10.4790024048494	-1.73325078256428
194	2.3	0.418149473470046	-6.38322225665929	10.5650727831892	-1.88185052652995
195	4.5	1.98955055547901	-3.64069371700808	10.6511431615291	-2.51044944452099
196	9.3	8.4575975252842	-0.68984058633353	10.8322430610493	-0.842402474715803
197	14.2	14.1206441453483	3.26601289408206	11.0133429605696	-0.0793558546516557
198	17.3	17.5905640173390	5.66134505445582	11.3480909282051	0.290564017339044
199	23	26.6254851796795	7.69167592447984	11.6828388958407	3.62548517967947
200	16.3	12.9515523330178	7.60015538826729	12.0482922787149	-3.34844766698222
201	18.4	20.1976198820981	4.1886344563127	12.4137456615892	1.79761988209813
202	14.2	15.4564995605334	0.309437791902503	12.6340626475641	1.25649956053339
203	9.1	9.21537941744018	-3.86975905097922	12.8543796335390	0.115379417440183
204	5.9	6.05982308392201	-7.087994245929	12.828171162007	0.159823083922007
205	7.2	8.64378893181017	-7.04575162228513	12.8019626904750	1.44378893181017
206	6.8	7.3923955513986	-6.38322225665929	12.5908267052607	0.592395551398598
207	8	7.26100299696166	-3.64069371700808	12.3796907200464	-0.738997003038335
208	14.3	17.1916102068722	-0.68984058633353	12.0982303794613	2.89161020687219
209	14.6	14.1172170670417	3.26601289408206	11.8167700388763	-0.482782932958333
210	17.5	17.7285951726432	5.66134505445582	11.6100597729010	0.228595172643152
211	17.2	15.3049745685944	7.69167592447984	11.4033495069258	-1.89502543140563
212	17.2	15.5341290187251	7.60015538826729	11.2657155930076	-1.66587098127492
213	14.1	12.8832838645978	4.1886344563127	11.1280816790895	-1.21671613540216
214	10.5	9.63283776662418	0.309437791902503	11.0577244414733	-0.867162233375815
215	6.8	6.48239184712206	-3.86975905097922	10.9873672038572	-0.317608152877943
216	4.1	4.28895751725443	-7.087994245929	10.9990367286746	0.188957517254435
217	6.5	9.03504536879315	-7.04575162228513	11.0107062534920	2.53504536879315
218	6.1	7.54743850985838	-6.38322225665929	11.0357837468009	1.44743850985838
219	6.3	5.17983247689826	-3.64069371700808	11.0608612401098	-1.12016752310174
220	9.3	8.28879447428069	-0.68984058633353	11.0010461120528	-1.01120552571931
221	16.4	18.5927561219221	3.26601289408206	10.9412309839959	2.19275612192207
222	16.1	15.7658707243070	5.66134505445582	10.7727842212371	-0.33412927569297
223	18	17.7039866170417	7.69167592447984	10.6043374584784	-0.296013382958273
224	17.6	17.1511652234753	7.60015538826729	10.4486793882574	-0.448834776524658
225	14	13.518344225651	4.1886344563127	10.2930213180363	-0.481655774349003
226	10.5	10.4162903511783	0.309437791902503	10.2742718569192	-0.0837096488217473
227	6.9	7.41423665517704	-3.86975905097922	10.2555223958022	0.514236655177038
228	2.8	2.37678730757095	-7.087994245929	10.3112069383581	-0.423212692429054
229	0.7	-1.92113985862881	-7.04575162228513	10.3668914809139	-2.62113985862881
230	3.6	3.09767602161974	-6.38322225665929	10.4855462350395	-0.502323978380256
231	6.7	6.43649272784294	-3.64069371700808	10.6042009891651	-0.263507272157064
232	12.5	14.9306536609882	-0.68984058633353	10.7591869253453	2.43065366098824
233	14.4	14.6198142443925	3.26601289408206	10.9141728615254	0.219814244392499
234	16.5	16.2828026503501	5.66134505445582	11.0558522951941	-0.217197349649883
235	18.7	18.5107923466575	7.69167592447984	11.1975317288627	-0.189207653342534
236	19.4	19.8644799315338	7.60015538826729	11.3353646801989	0.464479931533766
237	15.8	15.9381679121521	4.1886344563127	11.4731976315352	0.138167912152111
238	11.3	10.6850171066555	0.309437791902503	11.6055451014420	-0.614982893344465
239	9.7	11.5318664796305	-3.86975905097922	11.7378925713487	1.83186647963049
240	2.9	1.02360266308950	-7.087994245929	11.8643915828395	-1.8763973369105

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Time Series Components \tabularnewline
t & Observed & Fitted & Seasonal & Trend & Remainder \tabularnewline
1 & 5.2 & 5.03821737221319 & -7.04575162228513 & 12.4075342500719 & -0.161782627786810 \tabularnewline
2 & 7.9 & 10.0078788709021 & -6.38322225665929 & 12.1753433857572 & 2.10787887090205 \tabularnewline
3 & 8.7 & 9.09754119556556 & -3.64069371700808 & 11.9431525214425 & 0.397541195565559 \tabularnewline
4 & 8.9 & 6.76871077351061 & -0.68984058633353 & 11.7211298128229 & -2.13128922648939 \tabularnewline
5 & 15.3 & 15.8348800017146 & 3.26601289408206 & 11.4991071042033 & 0.534880001714615 \tabularnewline
6 & 15.4 & 13.8620172478140 & 5.66134505445582 & 11.2766376977302 & -1.53798275218597 \tabularnewline
7 & 18.1 & 17.4541557842632 & 7.69167592447984 & 11.0541682912570 & -0.645844215736824 \tabularnewline
8 & 19.7 & 20.9724084839957 & 7.60015538826729 & 10.8274361277370 & 1.27240848399566 \tabularnewline
9 & 13 & 11.2106615794702 & 4.1886344563127 & 10.6007039642171 & -1.78933842052981 \tabularnewline
10 & 12.6 & 14.4676604608824 & 0.309437791902503 & 10.4229017472151 & 1.86766046088236 \tabularnewline
11 & 6.2 & 6.02465952076606 & -3.86975905097922 & 10.2450995302132 & -0.175340479233936 \tabularnewline
12 & 3.5 & 3.97635329498406 & -7.087994245929 & 10.1116409509449 & 0.476353294984058 \tabularnewline
13 & 3.4 & 3.86756925060839 & -7.04575162228513 & 9.97818237167674 & 0.467569250608394 \tabularnewline
14 & 0 & -3.55131239976070 & -6.38322225665929 & 9.93453465641998 & -3.55131239976070 \tabularnewline
15 & 9.5 & 12.7498067758449 & -3.64069371700808 & 9.89088694116323 & 3.24980677584485 \tabularnewline
16 & 8.9 & 8.58023583850756 & -0.68984058633353 & 9.90960474782597 & -0.319764161492436 \tabularnewline
17 & 10.4 & 7.60566455142923 & 3.26601289408206 & 9.9283225544887 & -2.79433544857077 \tabularnewline
18 & 13.2 & 10.7681065235218 & 5.66134505445582 & 9.97054842202237 & -2.43189347647819 \tabularnewline
19 & 18.9 & 20.0955497859641 & 7.69167592447984 & 10.0127742895560 & 1.19554978596412 \tabularnewline
20 & 19 & 20.2919302959461 & 7.60015538826729 & 10.1079143157866 & 1.29193029594611 \tabularnewline
21 & 16.3 & 18.2083112016701 & 4.1886344563127 & 10.2030543420172 & 1.90831120167014 \tabularnewline
22 & 10.6 & 10.5462488001736 & 0.309437791902503 & 10.3443134079239 & -0.0537511998264275 \tabularnewline
23 & 5.8 & 4.98418657714854 & -3.86975905097922 & 10.4855724738307 & -0.815813422851459 \tabularnewline
24 & 3.6 & 3.67716820111137 & -7.087994245929 & 10.6108260448176 & 0.0771682011113679 \tabularnewline
25 & 2.6 & 1.50967200648054 & -7.04575162228513 & 10.7360796158046 & -1.09032799351946 \tabularnewline
26 & 5 & 5.66120515777008 & -6.38322225665929 & 10.7220170988892 & 0.661205157770077 \tabularnewline
27 & 7.3 & 7.53273913503425 & -3.64069371700808 & 10.7079545819738 & 0.232739135034254 \tabularnewline
28 & 9.2 & 8.42668937962044 & -0.68984058633353 & 10.6631512067131 & -0.773310620379563 \tabularnewline
29 & 15.7 & 17.5156392744656 & 3.26601289408206 & 10.6183478314524 & 1.81563927446558 \tabularnewline
30 & 16.8 & 17.3141444450576 & 5.66134505445582 & 10.6245105004866 & 0.514144445057569 \tabularnewline
31 & 18.4 & 18.4776509059993 & 7.69167592447984 & 10.6306731695209 & 0.07765090599929 \tabularnewline
32 & 18.1 & 17.9770421876327 & 7.60015538826729 & 10.6228024241001 & -0.122957812367348 \tabularnewline
33 & 14.6 & 14.3964338650081 & 4.1886344563127 & 10.6149316786793 & -0.203566134991949 \tabularnewline
34 & 7.8 & 4.67182032188102 & 0.309437791902503 & 10.6187418862165 & -3.12817967811898 \tabularnewline
35 & 7.6 & 8.44720695722552 & -3.86975905097922 & 10.6225520937537 & 0.847206957225524 \tabularnewline
36 & 3.8 & 4.07694987649551 & -7.087994245929 & 10.6110443694335 & 0.276949876495511 \tabularnewline
37 & 5.6 & 7.64621497717183 & -7.04575162228513 & 10.5995366451133 & 2.04621497717183 \tabularnewline
38 & 2.2 & 0.23777656146999 & -6.38322225665929 & 10.5454456951893 & -1.96222343853001 \tabularnewline
39 & 6.8 & 6.74933897174279 & -3.64069371700808 & 10.4913547452653 & -0.0506610282572133 \tabularnewline
40 & 11.8 & 13.9363970106744 & -0.68984058633353 & 10.3534435756592 & 2.13639701067437 \tabularnewline
41 & 14.9 & 16.3184546998649 & 3.26601289408206 & 10.2155324060530 & 1.41845469986490 \tabularnewline
42 & 16.7 & 17.6782977063980 & 5.66134505445582 & 10.0603572391461 & 0.978297706398035 \tabularnewline
43 & 16.7 & 15.8031420032809 & 7.69167592447984 & 9.90518207223926 & -0.896857996719103 \tabularnewline
44 & 15.9 & 14.3891659435774 & 7.60015538826729 & 9.81067866815527 & -1.51083405642256 \tabularnewline
45 & 13.6 & 13.2951902796160 & 4.1886344563127 & 9.71617526407127 & -0.304809720383973 \tabularnewline
46 & 9.2 & 8.42837197328518 & 0.309437791902503 & 9.66219023481231 & -0.771628026714819 \tabularnewline
47 & 2.8 & -0.138446154574130 & -3.86975905097922 & 9.60820520555335 & -2.93844615457413 \tabularnewline
48 & 2.5 & 2.40152621531133 & -7.087994245929 & 9.68646803061768 & -0.0984737846886716 \tabularnewline
49 & 4.8 & 6.88102076660312 & -7.04575162228513 & 9.764730855682 & 2.08102076660312 \tabularnewline
50 & 2.8 & 2.03086283452373 & -6.38322225665929 & 9.95235942213555 & -0.769137165476268 \tabularnewline
51 & 7.8 & 9.10070572841898 & -3.64069371700808 & 10.1399879885891 & 1.30070572841898 \tabularnewline
52 & 9 & 8.33635095261673 & -0.68984058633353 & 10.3534896337168 & -0.663649047383268 \tabularnewline
53 & 12.9 & 11.9669958270734 & 3.26601289408206 & 10.5669912788445 & -0.933004172926562 \tabularnewline
54 & 16.4 & 16.3690637232622 & 5.66134505445582 & 10.7695912222820 & -0.0309362767377905 \tabularnewline
55 & 21.8 & 24.9361329098007 & 7.69167592447984 & 10.9721911657194 & 3.13613290980072 \tabularnewline
56 & 17.8 & 16.9085812065720 & 7.60015538826729 & 11.0912634051607 & -0.89141879342802 \tabularnewline
57 & 13.5 & 11.6010298990853 & 4.1886344563127 & 11.2103356446020 & -1.89897010091472 \tabularnewline
58 & 10 & 8.47130618970282 & 0.309437791902503 & 11.2192560183947 & -1.52869381029718 \tabularnewline
59 & 10.4 & 13.4415826587919 & -3.86975905097922 & 11.2281763921873 & 3.04158265879188 \tabularnewline
60 & 5.5 & 6.88096270970535 & -7.087994245929 & 11.2070315362237 & 1.38096270970535 \tabularnewline
61 & 4 & 3.85986494202515 & -7.04575162228513 & 11.1858866802600 & -0.140135057974849 \tabularnewline
62 & 6.8 & 8.77525049857759 & -6.38322225665929 & 11.2079717580817 & 1.97525049857759 \tabularnewline
63 & 5.7 & 3.81063688110467 & -3.64069371700808 & 11.2300568359034 & -1.88936311889533 \tabularnewline
64 & 9.1 & 7.66263997405998 & -0.68984058633353 & 11.2272006122735 & -1.43736002594002 \tabularnewline
65 & 13.6 & 12.7096427172743 & 3.26601289408206 & 11.2243443886437 & -0.890357282725747 \tabularnewline
66 & 15 & 13.2791263437296 & 5.66134505445582 & 11.0595286018146 & -1.72087365627043 \tabularnewline
67 & 20.9 & 23.2136112605346 & 7.69167592447984 & 10.8947128149855 & 2.31361126053461 \tabularnewline
68 & 20.4 & 22.4993713556604 & 7.60015538826729 & 10.7004732560723 & 2.09937135566043 \tabularnewline
69 & 14 & 13.3051318465283 & 4.1886344563127 & 10.5062336971590 & -0.694868153471711 \tabularnewline
70 & 13.7 & 16.7387669113269 & 0.309437791902503 & 10.3517952967706 & 3.03876691132689 \tabularnewline
71 & 7.1 & 7.87240215459702 & -3.86975905097922 & 10.1973568963822 & 0.772402154597017 \tabularnewline
72 & 0.8 & -1.34020423395735 & -7.087994245929 & 10.0281984798864 & -2.14020423395735 \tabularnewline
73 & 2.1 & 1.38671155889461 & -7.04575162228513 & 9.85904006339052 & -0.713288441105387 \tabularnewline
74 & 1.3 & -0.685382983217375 & -6.38322225665929 & 9.66860523987666 & -1.98538298321738 \tabularnewline
75 & 3.9 & 1.96252330064528 & -3.64069371700808 & 9.4781704163628 & -1.93747669935472 \tabularnewline
76 & 10.7 & 12.7199998598348 & -0.68984058633353 & 9.36984072649872 & 2.01999985983480 \tabularnewline
77 & 11.1 & 9.6724760692833 & 3.26601289408206 & 9.26151103663464 & -1.42752393071671 \tabularnewline
78 & 16.4 & 17.8919293567043 & 5.66134505445582 & 9.24672558883991 & 1.49192935670427 \tabularnewline
79 & 17.1 & 17.2763839344750 & 7.69167592447984 & 9.23194014104518 & 0.176383934474977 \tabularnewline
80 & 17.3 & 17.6652424476818 & 7.60015538826729 & 9.33460216405095 & 0.365242447681760 \tabularnewline
81 & 12.9 & 12.1741013566306 & 4.1886344563127 & 9.43726418705672 & -0.725898643369414 \tabularnewline
82 & 10.9 & 11.9520683451609 & 0.309437791902503 & 9.53849386293655 & 1.05206834516095 \tabularnewline
83 & 5.3 & 4.83003551216284 & -3.86975905097922 & 9.63972353881638 & -0.469964487837156 \tabularnewline
84 & 0.7 & -1.24525994974193 & -7.087994245929 & 9.73325419567093 & -1.94525994974193 \tabularnewline
85 & -0.2 & -3.18103323024036 & -7.04575162228513 & 9.82678485252549 & -2.98103323024036 \tabularnewline
86 & 6.5 & 9.41542393981826 & -6.38322225665929 & 9.96779831684103 & 2.91542393981826 \tabularnewline
87 & 8.6 & 10.7318819358515 & -3.64069371700808 & 10.1088117811566 & 2.13188193585152 \tabularnewline
88 & 8.5 & 7.40133506407535 & -0.68984058633353 & 10.2885055222582 & -1.09866493592465 \tabularnewline
89 & 13.3 & 12.8657878425581 & 3.26601289408206 & 10.4681992633598 & -0.434212157441857 \tabularnewline
90 & 16.2 & 16.0835891827245 & 5.66134505445582 & 10.6550657628197 & -0.116410817275506 \tabularnewline
91 & 17.5 & 16.4663918132406 & 7.69167592447984 & 10.8419322622796 & -1.03360818675942 \tabularnewline
92 & 21.2 & 23.8338578586504 & 7.60015538826729 & 10.9659867530823 & 2.63385785865038 \tabularnewline
93 & 14.8 & 14.3213242998022 & 4.1886344563127 & 11.0900412438851 & -0.478675700197769 \tabularnewline
94 & 10.3 & 9.12846513094202 & 0.309437791902503 & 11.1620970771555 & -1.17153486905798 \tabularnewline
95 & 7.3 & 7.23560614055334 & -3.86975905097922 & 11.2341529104259 & -0.064393859446664 \tabularnewline
96 & 5.1 & 6.05217305394925 & -7.087994245929 & 11.2358211919798 & 0.95217305394925 \tabularnewline
97 & 4.4 & 4.60826214875151 & -7.04575162228513 & 11.2374894735336 & 0.208262148751507 \tabularnewline
98 & 6.2 & 7.63642848409276 & -6.38322225665929 & 11.1467937725665 & 1.43642848409276 \tabularnewline
99 & 7.7 & 7.98459564540865 & -3.64069371700808 & 11.0560980715994 & 0.284595645408652 \tabularnewline
100 & 9.3 & 8.37492950766075 & -0.68984058633353 & 10.9149110786728 & -0.925070492339254 \tabularnewline
101 & 15.6 & 17.1602630201718 & 3.26601289408206 & 10.7737240857461 & 1.56026302017180 \tabularnewline
102 & 16.3 & 16.2924110671800 & 5.66134505445582 & 10.6462438783642 & -0.00758893282003825 \tabularnewline
103 & 16.6 & 14.9895604045379 & 7.69167592447984 & 10.5187636709823 & -1.61043959546214 \tabularnewline
104 & 17.4 & 16.7535850621597 & 7.60015538826729 & 10.4462595495730 & -0.64641493784034 \tabularnewline
105 & 15.3 & 16.0376101155235 & 4.1886344563127 & 10.3737554281638 & 0.737610115523504 \tabularnewline
106 & 9.7 & 8.7071573878728 & 0.309437791902503 & 10.3834048202247 & -0.992842612127193 \tabularnewline
107 & 3.7 & 0.876704838693644 & -3.86975905097922 & 10.3930542122856 & -2.82329516130636 \tabularnewline
108 & 4.6 & 5.82423410190938 & -7.087994245929 & 10.4637601440196 & 1.22423410190938 \tabularnewline
109 & 5.4 & 7.31128554653145 & -7.04575162228513 & 10.5344660757537 & 1.91128554653145 \tabularnewline
110 & 3.1 & 1.90607292243235 & -6.38322225665929 & 10.6771493342269 & -1.19392707756765 \tabularnewline
111 & 7.9 & 8.6208611243079 & -3.64069371700808 & 10.8198325927002 & 0.720861124307898 \tabularnewline
112 & 10.1 & 9.95581745960215 & -0.68984058633353 & 10.9340231267314 & -0.144182540397846 \tabularnewline
113 & 15 & 15.6857734451554 & 3.26601289408206 & 11.0482136607626 & 0.68577344515537 \tabularnewline
114 & 15.6 & 14.4386205442172 & 5.66134505445582 & 11.1000344013270 & -1.16137945578280 \tabularnewline
115 & 19.7 & 20.5564689336288 & 7.69167592447984 & 11.1518551418914 & 0.85646893362877 \tabularnewline
116 & 18.1 & 17.4300748439457 & 7.60015538826729 & 11.1697697677870 & -0.669925156054262 \tabularnewline
117 & 17.7 & 20.0236811500047 & 4.1886344563127 & 11.1876843936826 & 2.32368115000474 \tabularnewline
118 & 10.7 & 9.8788015049344 & 0.309437791902503 & 11.2117607031631 & -0.821198495065591 \tabularnewline
119 & 6.2 & 5.03392203833561 & -3.86975905097922 & 11.2358370126436 & -1.16607796166439 \tabularnewline
120 & 4.2 & 4.30073402118243 & -7.087994245929 & 11.1872602247466 & 0.100734021182426 \tabularnewline
121 & 4 & 3.90706818543559 & -7.04575162228513 & 11.1386834368495 & -0.0929318145644125 \tabularnewline
122 & 5.9 & 7.12047462208177 & -6.38322225665929 & 11.0627476345775 & 1.22047462208177 \tabularnewline
123 & 7.1 & 6.85388188470259 & -3.64069371700808 & 10.9868118323055 & -0.246118115297412 \tabularnewline
124 & 10.5 & 10.7138656105566 & -0.68984058633353 & 10.9759749757770 & 0.213865610556567 \tabularnewline
125 & 15.1 & 15.9688489866695 & 3.26601289408206 & 10.9651381192484 & 0.868848986669501 \tabularnewline
126 & 16.8 & 16.9407414628145 & 5.66134505445582 & 10.9979134827297 & 0.140741462814486 \tabularnewline
127 & 15.3 & 11.8776352293092 & 7.69167592447984 & 11.0306888462110 & -3.4223647706908 \tabularnewline
128 & 18.4 & 18.1952108288920 & 7.60015538826729 & 11.0046337828407 & -0.204789171108025 \tabularnewline
129 & 16.1 & 17.0327868242168 & 4.1886344563127 & 10.9785787194705 & 0.932786824216794 \tabularnewline
130 & 11.3 & 11.3466696589694 & 0.309437791902503 & 10.9438925491281 & 0.0466696589693854 \tabularnewline
131 & 7.9 & 8.7605526721935 & -3.86975905097922 & 10.9092063787857 & 0.860552672193508 \tabularnewline
132 & 5.6 & 7.37399090847977 & -7.087994245929 & 10.9140033374492 & 1.77399090847977 \tabularnewline
133 & 3.4 & 2.92695132617236 & -7.04575162228513 & 10.9188002961128 & -0.473048673827636 \tabularnewline
134 & 4.8 & 5.06215677572926 & -6.38322225665929 & 10.9210654809300 & 0.262156775729261 \tabularnewline
135 & 6.5 & 5.7173630512608 & -3.64069371700808 & 10.9233306657473 & -0.782636948739203 \tabularnewline
136 & 8.5 & 6.80486253928662 & -0.68984058633353 & 10.8849780470469 & -1.69513746071338 \tabularnewline
137 & 15.1 & 16.0873616775714 & 3.26601289408206 & 10.8466254283465 & 0.9873616775714 \tabularnewline
138 & 15.7 & 14.8883164480942 & 5.66134505445582 & 10.8503384974500 & -0.811683551905787 \tabularnewline
139 & 18.7 & 18.8542725089668 & 7.69167592447984 & 10.8540515665534 & 0.154272508966759 \tabularnewline
140 & 19.2 & 19.8516497488264 & 7.60015538826729 & 10.9481948629063 & 0.651649748826374 \tabularnewline
141 & 12.9 & 10.5690273844280 & 4.1886344563127 & 11.0423381592593 & -2.33097261557197 \tabularnewline
142 & 14.4 & 17.3656656626629 & 0.309437791902503 & 11.1248965454346 & 2.96566566266288 \tabularnewline
143 & 6.2 & 5.06230411936926 & -3.86975905097922 & 11.2074549316100 & -1.13769588063074 \tabularnewline
144 & 3.3 & 2.46735866409027 & -7.087994245929 & 11.2206355818387 & -0.832641335909731 \tabularnewline
145 & 4.6 & 5.01193539021762 & -7.04575162228513 & 11.2338162320675 & 0.41193539021762 \tabularnewline
146 & 7.2 & 9.57772741687301 & -6.38322225665929 & 11.2054948397863 & 2.37772741687301 \tabularnewline
147 & 7.8 & 8.06352026950304 & -3.64069371700808 & 11.1771734475050 & 0.263520269503044 \tabularnewline
148 & 9.9 & 9.34562739158302 & -0.68984058633353 & 11.1442131947505 & -0.554372608416983 \tabularnewline
149 & 13.6 & 12.8227341639219 & 3.26601289408206 & 11.111252941996 & -0.777265836078055 \tabularnewline
150 & 17.1 & 17.4908367632695 & 5.66134505445582 & 11.0478181822747 & 0.390836763269467 \tabularnewline
151 & 17.8 & 16.9239406529667 & 7.69167592447984 & 10.9843834225534 & -0.87605934703328 \tabularnewline
152 & 18.6 & 18.6955890257975 & 7.60015538826729 & 10.9042555859353 & 0.095589025797457 \tabularnewline
153 & 14.7 & 14.3872377943702 & 4.1886344563127 & 10.8241277493171 & -0.312762205629767 \tabularnewline
154 & 10.5 & 9.85789574709687 & 0.309437791902503 & 10.8326664610006 & -0.642104252903128 \tabularnewline
155 & 8.6 & 10.2285538782950 & -3.86975905097922 & 10.8412051726842 & 1.62855387829504 \tabularnewline
156 & 4.4 & 4.93839484432259 & -7.087994245929 & 10.9495994016064 & 0.538394844322594 \tabularnewline
157 & 2.3 & 0.587757991756484 & -7.04575162228513 & 11.0579936305286 & -1.71224200824352 \tabularnewline
158 & 2.8 & 0.833275811191734 & -6.38322225665929 & 11.1499464454676 & -1.96672418880827 \tabularnewline
159 & 8.8 & 9.99879445660163 & -3.64069371700808 & 11.2418992604065 & 1.19879445660163 \tabularnewline
160 & 10.7 & 10.8329263255529 & -0.68984058633353 & 11.2569142607806 & 0.132926325552930 \tabularnewline
161 & 13.9 & 13.2620578447632 & 3.26601289408206 & 11.2719292611547 & -0.637942155236807 \tabularnewline
162 & 19.3 & 21.6645564416929 & 5.66134505445582 & 11.2740985038513 & 2.3645564416929 \tabularnewline
163 & 19.5 & 20.0320563289723 & 7.69167592447984 & 11.2762677465478 & 0.53205632897234 \tabularnewline
164 & 20.4 & 21.9227100094246 & 7.60015538826729 & 11.2771346023081 & 1.52271000942461 \tabularnewline
165 & 15.3 & 15.1333640856189 & 4.1886344563127 & 11.2780014580684 & -0.166635914381072 \tabularnewline
166 & 7.9 & 4.30142705883482 & 0.309437791902503 & 11.1891351492627 & -3.59857294116518 \tabularnewline
167 & 8.3 & 9.36949021052225 & -3.86975905097922 & 11.1002688404570 & 1.06949021052225 \tabularnewline
168 & 4.5 & 5.11779265115718 & -7.087994245929 & 10.9702015947718 & 0.617792651157178 \tabularnewline
169 & 3.2 & 2.60561727319845 & -7.04575162228513 & 10.8401343490867 & -0.59438272680155 \tabularnewline
170 & 5 & 5.59847752788914 & -6.38322225665929 & 10.7847447287701 & 0.598477527889145 \tabularnewline
171 & 6.6 & 6.11133860855448 & -3.64069371700808 & 10.7293551084536 & -0.488661391445524 \tabularnewline
172 & 11.1 & 12.1425928286612 & -0.68984058633353 & 10.7472477576723 & 1.04259282866123 \tabularnewline
173 & 12.8 & 11.5688466990269 & 3.26601289408206 & 10.765140406891 & -1.23115330097306 \tabularnewline
174 & 16.3 & 16.1920495598058 & 5.66134505445582 & 10.7466053857384 & -0.107950440194184 \tabularnewline
175 & 17.4 & 16.3802537109344 & 7.69167592447984 & 10.7280703645857 & -1.01974628906557 \tabularnewline
176 & 18.9 & 19.5033534185588 & 7.60015538826729 & 10.6964911931739 & 0.603353418558761 \tabularnewline
177 & 15.8 & 16.7464535219251 & 4.1886344563127 & 10.6649120217622 & 0.94645352192514 \tabularnewline
178 & 11.7 & 12.4158589678228 & 0.309437791902503 & 10.6747032402746 & 0.715858967822847 \tabularnewline
179 & 6.4 & 5.98526459219208 & -3.86975905097922 & 10.6844944587871 & -0.414735407807916 \tabularnewline
180 & 2.9 & 2.16669989018645 & -7.087994245929 & 10.7212943557426 & -0.733300109813547 \tabularnewline
181 & 4.7 & 5.68765736958717 & -7.04575162228513 & 10.7580942526980 & 0.987657369587165 \tabularnewline
182 & 2.4 & 0.395768565853549 & -6.38322225665929 & 10.7874536908057 & -2.00423143414645 \tabularnewline
183 & 7.2 & 7.22388058809457 & -3.64069371700808 & 10.8168131289135 & 0.0238805880945723 \tabularnewline
184 & 10.7 & 11.2187688689535 & -0.68984058633353 & 10.8710717173800 & 0.518768868953551 \tabularnewline
185 & 13.4 & 12.6086568000715 & 3.26601289408206 & 10.9253303058464 & -0.791343199928514 \tabularnewline
186 & 18.5 & 20.3999165791915 & 5.66134505445582 & 10.9387383663526 & 1.89991657919155 \tabularnewline
187 & 18.3 & 17.9561776486613 & 7.69167592447984 & 10.9521464268588 & -0.343822351338655 \tabularnewline
188 & 16.8 & 15.1525043488412 & 7.60015538826729 & 10.8473402628915 & -1.64749565115876 \tabularnewline
189 & 16.6 & 18.2688314447632 & 4.1886344563127 & 10.7425340989241 & 1.66883144476319 \tabularnewline
190 & 14.1 & 17.2695304929582 & 0.309437791902503 & 10.6210317151393 & 3.16953049295819 \tabularnewline
191 & 6.1 & 5.57022971962473 & -3.86975905097922 & 10.4995293313545 & -0.529770280375272 \tabularnewline
192 & 3.5 & 3.59872837782706 & -7.087994245929 & 10.4892658681020 & 0.0987283778270562 \tabularnewline
193 & 1.7 & -0.0332507825642765 & -7.04575162228513 & 10.4790024048494 & -1.73325078256428 \tabularnewline
194 & 2.3 & 0.418149473470046 & -6.38322225665929 & 10.5650727831892 & -1.88185052652995 \tabularnewline
195 & 4.5 & 1.98955055547901 & -3.64069371700808 & 10.6511431615291 & -2.51044944452099 \tabularnewline
196 & 9.3 & 8.4575975252842 & -0.68984058633353 & 10.8322430610493 & -0.842402474715803 \tabularnewline
197 & 14.2 & 14.1206441453483 & 3.26601289408206 & 11.0133429605696 & -0.0793558546516557 \tabularnewline
198 & 17.3 & 17.5905640173390 & 5.66134505445582 & 11.3480909282051 & 0.290564017339044 \tabularnewline
199 & 23 & 26.6254851796795 & 7.69167592447984 & 11.6828388958407 & 3.62548517967947 \tabularnewline
200 & 16.3 & 12.9515523330178 & 7.60015538826729 & 12.0482922787149 & -3.34844766698222 \tabularnewline
201 & 18.4 & 20.1976198820981 & 4.1886344563127 & 12.4137456615892 & 1.79761988209813 \tabularnewline
202 & 14.2 & 15.4564995605334 & 0.309437791902503 & 12.6340626475641 & 1.25649956053339 \tabularnewline
203 & 9.1 & 9.21537941744018 & -3.86975905097922 & 12.8543796335390 & 0.115379417440183 \tabularnewline
204 & 5.9 & 6.05982308392201 & -7.087994245929 & 12.828171162007 & 0.159823083922007 \tabularnewline
205 & 7.2 & 8.64378893181017 & -7.04575162228513 & 12.8019626904750 & 1.44378893181017 \tabularnewline
206 & 6.8 & 7.3923955513986 & -6.38322225665929 & 12.5908267052607 & 0.592395551398598 \tabularnewline
207 & 8 & 7.26100299696166 & -3.64069371700808 & 12.3796907200464 & -0.738997003038335 \tabularnewline
208 & 14.3 & 17.1916102068722 & -0.68984058633353 & 12.0982303794613 & 2.89161020687219 \tabularnewline
209 & 14.6 & 14.1172170670417 & 3.26601289408206 & 11.8167700388763 & -0.482782932958333 \tabularnewline
210 & 17.5 & 17.7285951726432 & 5.66134505445582 & 11.6100597729010 & 0.228595172643152 \tabularnewline
211 & 17.2 & 15.3049745685944 & 7.69167592447984 & 11.4033495069258 & -1.89502543140563 \tabularnewline
212 & 17.2 & 15.5341290187251 & 7.60015538826729 & 11.2657155930076 & -1.66587098127492 \tabularnewline
213 & 14.1 & 12.8832838645978 & 4.1886344563127 & 11.1280816790895 & -1.21671613540216 \tabularnewline
214 & 10.5 & 9.63283776662418 & 0.309437791902503 & 11.0577244414733 & -0.867162233375815 \tabularnewline
215 & 6.8 & 6.48239184712206 & -3.86975905097922 & 10.9873672038572 & -0.317608152877943 \tabularnewline
216 & 4.1 & 4.28895751725443 & -7.087994245929 & 10.9990367286746 & 0.188957517254435 \tabularnewline
217 & 6.5 & 9.03504536879315 & -7.04575162228513 & 11.0107062534920 & 2.53504536879315 \tabularnewline
218 & 6.1 & 7.54743850985838 & -6.38322225665929 & 11.0357837468009 & 1.44743850985838 \tabularnewline
219 & 6.3 & 5.17983247689826 & -3.64069371700808 & 11.0608612401098 & -1.12016752310174 \tabularnewline
220 & 9.3 & 8.28879447428069 & -0.68984058633353 & 11.0010461120528 & -1.01120552571931 \tabularnewline
221 & 16.4 & 18.5927561219221 & 3.26601289408206 & 10.9412309839959 & 2.19275612192207 \tabularnewline
222 & 16.1 & 15.7658707243070 & 5.66134505445582 & 10.7727842212371 & -0.33412927569297 \tabularnewline
223 & 18 & 17.7039866170417 & 7.69167592447984 & 10.6043374584784 & -0.296013382958273 \tabularnewline
224 & 17.6 & 17.1511652234753 & 7.60015538826729 & 10.4486793882574 & -0.448834776524658 \tabularnewline
225 & 14 & 13.518344225651 & 4.1886344563127 & 10.2930213180363 & -0.481655774349003 \tabularnewline
226 & 10.5 & 10.4162903511783 & 0.309437791902503 & 10.2742718569192 & -0.0837096488217473 \tabularnewline
227 & 6.9 & 7.41423665517704 & -3.86975905097922 & 10.2555223958022 & 0.514236655177038 \tabularnewline
228 & 2.8 & 2.37678730757095 & -7.087994245929 & 10.3112069383581 & -0.423212692429054 \tabularnewline
229 & 0.7 & -1.92113985862881 & -7.04575162228513 & 10.3668914809139 & -2.62113985862881 \tabularnewline
230 & 3.6 & 3.09767602161974 & -6.38322225665929 & 10.4855462350395 & -0.502323978380256 \tabularnewline
231 & 6.7 & 6.43649272784294 & -3.64069371700808 & 10.6042009891651 & -0.263507272157064 \tabularnewline
232 & 12.5 & 14.9306536609882 & -0.68984058633353 & 10.7591869253453 & 2.43065366098824 \tabularnewline
233 & 14.4 & 14.6198142443925 & 3.26601289408206 & 10.9141728615254 & 0.219814244392499 \tabularnewline
234 & 16.5 & 16.2828026503501 & 5.66134505445582 & 11.0558522951941 & -0.217197349649883 \tabularnewline
235 & 18.7 & 18.5107923466575 & 7.69167592447984 & 11.1975317288627 & -0.189207653342534 \tabularnewline
236 & 19.4 & 19.8644799315338 & 7.60015538826729 & 11.3353646801989 & 0.464479931533766 \tabularnewline
237 & 15.8 & 15.9381679121521 & 4.1886344563127 & 11.4731976315352 & 0.138167912152111 \tabularnewline
238 & 11.3 & 10.6850171066555 & 0.309437791902503 & 11.6055451014420 & -0.614982893344465 \tabularnewline
239 & 9.7 & 11.5318664796305 & -3.86975905097922 & 11.7378925713487 & 1.83186647963049 \tabularnewline
240 & 2.9 & 1.02360266308950 & -7.087994245929 & 11.8643915828395 & -1.8763973369105 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=115779&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]5.2[/C][C]5.03821737221319[/C][C]-7.04575162228513[/C][C]12.4075342500719[/C][C]-0.161782627786810[/C][/ROW]
[ROW][C]2[/C][C]7.9[/C][C]10.0078788709021[/C][C]-6.38322225665929[/C][C]12.1753433857572[/C][C]2.10787887090205[/C][/ROW]
[ROW][C]3[/C][C]8.7[/C][C]9.09754119556556[/C][C]-3.64069371700808[/C][C]11.9431525214425[/C][C]0.397541195565559[/C][/ROW]
[ROW][C]4[/C][C]8.9[/C][C]6.76871077351061[/C][C]-0.68984058633353[/C][C]11.7211298128229[/C][C]-2.13128922648939[/C][/ROW]
[ROW][C]5[/C][C]15.3[/C][C]15.8348800017146[/C][C]3.26601289408206[/C][C]11.4991071042033[/C][C]0.534880001714615[/C][/ROW]
[ROW][C]6[/C][C]15.4[/C][C]13.8620172478140[/C][C]5.66134505445582[/C][C]11.2766376977302[/C][C]-1.53798275218597[/C][/ROW]
[ROW][C]7[/C][C]18.1[/C][C]17.4541557842632[/C][C]7.69167592447984[/C][C]11.0541682912570[/C][C]-0.645844215736824[/C][/ROW]
[ROW][C]8[/C][C]19.7[/C][C]20.9724084839957[/C][C]7.60015538826729[/C][C]10.8274361277370[/C][C]1.27240848399566[/C][/ROW]
[ROW][C]9[/C][C]13[/C][C]11.2106615794702[/C][C]4.1886344563127[/C][C]10.6007039642171[/C][C]-1.78933842052981[/C][/ROW]
[ROW][C]10[/C][C]12.6[/C][C]14.4676604608824[/C][C]0.309437791902503[/C][C]10.4229017472151[/C][C]1.86766046088236[/C][/ROW]
[ROW][C]11[/C][C]6.2[/C][C]6.02465952076606[/C][C]-3.86975905097922[/C][C]10.2450995302132[/C][C]-0.175340479233936[/C][/ROW]
[ROW][C]12[/C][C]3.5[/C][C]3.97635329498406[/C][C]-7.087994245929[/C][C]10.1116409509449[/C][C]0.476353294984058[/C][/ROW]
[ROW][C]13[/C][C]3.4[/C][C]3.86756925060839[/C][C]-7.04575162228513[/C][C]9.97818237167674[/C][C]0.467569250608394[/C][/ROW]
[ROW][C]14[/C][C]0[/C][C]-3.55131239976070[/C][C]-6.38322225665929[/C][C]9.93453465641998[/C][C]-3.55131239976070[/C][/ROW]
[ROW][C]15[/C][C]9.5[/C][C]12.7498067758449[/C][C]-3.64069371700808[/C][C]9.89088694116323[/C][C]3.24980677584485[/C][/ROW]
[ROW][C]16[/C][C]8.9[/C][C]8.58023583850756[/C][C]-0.68984058633353[/C][C]9.90960474782597[/C][C]-0.319764161492436[/C][/ROW]
[ROW][C]17[/C][C]10.4[/C][C]7.60566455142923[/C][C]3.26601289408206[/C][C]9.9283225544887[/C][C]-2.79433544857077[/C][/ROW]
[ROW][C]18[/C][C]13.2[/C][C]10.7681065235218[/C][C]5.66134505445582[/C][C]9.97054842202237[/C][C]-2.43189347647819[/C][/ROW]
[ROW][C]19[/C][C]18.9[/C][C]20.0955497859641[/C][C]7.69167592447984[/C][C]10.0127742895560[/C][C]1.19554978596412[/C][/ROW]
[ROW][C]20[/C][C]19[/C][C]20.2919302959461[/C][C]7.60015538826729[/C][C]10.1079143157866[/C][C]1.29193029594611[/C][/ROW]
[ROW][C]21[/C][C]16.3[/C][C]18.2083112016701[/C][C]4.1886344563127[/C][C]10.2030543420172[/C][C]1.90831120167014[/C][/ROW]
[ROW][C]22[/C][C]10.6[/C][C]10.5462488001736[/C][C]0.309437791902503[/C][C]10.3443134079239[/C][C]-0.0537511998264275[/C][/ROW]
[ROW][C]23[/C][C]5.8[/C][C]4.98418657714854[/C][C]-3.86975905097922[/C][C]10.4855724738307[/C][C]-0.815813422851459[/C][/ROW]
[ROW][C]24[/C][C]3.6[/C][C]3.67716820111137[/C][C]-7.087994245929[/C][C]10.6108260448176[/C][C]0.0771682011113679[/C][/ROW]
[ROW][C]25[/C][C]2.6[/C][C]1.50967200648054[/C][C]-7.04575162228513[/C][C]10.7360796158046[/C][C]-1.09032799351946[/C][/ROW]
[ROW][C]26[/C][C]5[/C][C]5.66120515777008[/C][C]-6.38322225665929[/C][C]10.7220170988892[/C][C]0.661205157770077[/C][/ROW]
[ROW][C]27[/C][C]7.3[/C][C]7.53273913503425[/C][C]-3.64069371700808[/C][C]10.7079545819738[/C][C]0.232739135034254[/C][/ROW]
[ROW][C]28[/C][C]9.2[/C][C]8.42668937962044[/C][C]-0.68984058633353[/C][C]10.6631512067131[/C][C]-0.773310620379563[/C][/ROW]
[ROW][C]29[/C][C]15.7[/C][C]17.5156392744656[/C][C]3.26601289408206[/C][C]10.6183478314524[/C][C]1.81563927446558[/C][/ROW]
[ROW][C]30[/C][C]16.8[/C][C]17.3141444450576[/C][C]5.66134505445582[/C][C]10.6245105004866[/C][C]0.514144445057569[/C][/ROW]
[ROW][C]31[/C][C]18.4[/C][C]18.4776509059993[/C][C]7.69167592447984[/C][C]10.6306731695209[/C][C]0.07765090599929[/C][/ROW]
[ROW][C]32[/C][C]18.1[/C][C]17.9770421876327[/C][C]7.60015538826729[/C][C]10.6228024241001[/C][C]-0.122957812367348[/C][/ROW]
[ROW][C]33[/C][C]14.6[/C][C]14.3964338650081[/C][C]4.1886344563127[/C][C]10.6149316786793[/C][C]-0.203566134991949[/C][/ROW]
[ROW][C]34[/C][C]7.8[/C][C]4.67182032188102[/C][C]0.309437791902503[/C][C]10.6187418862165[/C][C]-3.12817967811898[/C][/ROW]
[ROW][C]35[/C][C]7.6[/C][C]8.44720695722552[/C][C]-3.86975905097922[/C][C]10.6225520937537[/C][C]0.847206957225524[/C][/ROW]
[ROW][C]36[/C][C]3.8[/C][C]4.07694987649551[/C][C]-7.087994245929[/C][C]10.6110443694335[/C][C]0.276949876495511[/C][/ROW]
[ROW][C]37[/C][C]5.6[/C][C]7.64621497717183[/C][C]-7.04575162228513[/C][C]10.5995366451133[/C][C]2.04621497717183[/C][/ROW]
[ROW][C]38[/C][C]2.2[/C][C]0.23777656146999[/C][C]-6.38322225665929[/C][C]10.5454456951893[/C][C]-1.96222343853001[/C][/ROW]
[ROW][C]39[/C][C]6.8[/C][C]6.74933897174279[/C][C]-3.64069371700808[/C][C]10.4913547452653[/C][C]-0.0506610282572133[/C][/ROW]
[ROW][C]40[/C][C]11.8[/C][C]13.9363970106744[/C][C]-0.68984058633353[/C][C]10.3534435756592[/C][C]2.13639701067437[/C][/ROW]
[ROW][C]41[/C][C]14.9[/C][C]16.3184546998649[/C][C]3.26601289408206[/C][C]10.2155324060530[/C][C]1.41845469986490[/C][/ROW]
[ROW][C]42[/C][C]16.7[/C][C]17.6782977063980[/C][C]5.66134505445582[/C][C]10.0603572391461[/C][C]0.978297706398035[/C][/ROW]
[ROW][C]43[/C][C]16.7[/C][C]15.8031420032809[/C][C]7.69167592447984[/C][C]9.90518207223926[/C][C]-0.896857996719103[/C][/ROW]
[ROW][C]44[/C][C]15.9[/C][C]14.3891659435774[/C][C]7.60015538826729[/C][C]9.81067866815527[/C][C]-1.51083405642256[/C][/ROW]
[ROW][C]45[/C][C]13.6[/C][C]13.2951902796160[/C][C]4.1886344563127[/C][C]9.71617526407127[/C][C]-0.304809720383973[/C][/ROW]
[ROW][C]46[/C][C]9.2[/C][C]8.42837197328518[/C][C]0.309437791902503[/C][C]9.66219023481231[/C][C]-0.771628026714819[/C][/ROW]
[ROW][C]47[/C][C]2.8[/C][C]-0.138446154574130[/C][C]-3.86975905097922[/C][C]9.60820520555335[/C][C]-2.93844615457413[/C][/ROW]
[ROW][C]48[/C][C]2.5[/C][C]2.40152621531133[/C][C]-7.087994245929[/C][C]9.68646803061768[/C][C]-0.0984737846886716[/C][/ROW]
[ROW][C]49[/C][C]4.8[/C][C]6.88102076660312[/C][C]-7.04575162228513[/C][C]9.764730855682[/C][C]2.08102076660312[/C][/ROW]
[ROW][C]50[/C][C]2.8[/C][C]2.03086283452373[/C][C]-6.38322225665929[/C][C]9.95235942213555[/C][C]-0.769137165476268[/C][/ROW]
[ROW][C]51[/C][C]7.8[/C][C]9.10070572841898[/C][C]-3.64069371700808[/C][C]10.1399879885891[/C][C]1.30070572841898[/C][/ROW]
[ROW][C]52[/C][C]9[/C][C]8.33635095261673[/C][C]-0.68984058633353[/C][C]10.3534896337168[/C][C]-0.663649047383268[/C][/ROW]
[ROW][C]53[/C][C]12.9[/C][C]11.9669958270734[/C][C]3.26601289408206[/C][C]10.5669912788445[/C][C]-0.933004172926562[/C][/ROW]
[ROW][C]54[/C][C]16.4[/C][C]16.3690637232622[/C][C]5.66134505445582[/C][C]10.7695912222820[/C][C]-0.0309362767377905[/C][/ROW]
[ROW][C]55[/C][C]21.8[/C][C]24.9361329098007[/C][C]7.69167592447984[/C][C]10.9721911657194[/C][C]3.13613290980072[/C][/ROW]
[ROW][C]56[/C][C]17.8[/C][C]16.9085812065720[/C][C]7.60015538826729[/C][C]11.0912634051607[/C][C]-0.89141879342802[/C][/ROW]
[ROW][C]57[/C][C]13.5[/C][C]11.6010298990853[/C][C]4.1886344563127[/C][C]11.2103356446020[/C][C]-1.89897010091472[/C][/ROW]
[ROW][C]58[/C][C]10[/C][C]8.47130618970282[/C][C]0.309437791902503[/C][C]11.2192560183947[/C][C]-1.52869381029718[/C][/ROW]
[ROW][C]59[/C][C]10.4[/C][C]13.4415826587919[/C][C]-3.86975905097922[/C][C]11.2281763921873[/C][C]3.04158265879188[/C][/ROW]
[ROW][C]60[/C][C]5.5[/C][C]6.88096270970535[/C][C]-7.087994245929[/C][C]11.2070315362237[/C][C]1.38096270970535[/C][/ROW]
[ROW][C]61[/C][C]4[/C][C]3.85986494202515[/C][C]-7.04575162228513[/C][C]11.1858866802600[/C][C]-0.140135057974849[/C][/ROW]
[ROW][C]62[/C][C]6.8[/C][C]8.77525049857759[/C][C]-6.38322225665929[/C][C]11.2079717580817[/C][C]1.97525049857759[/C][/ROW]
[ROW][C]63[/C][C]5.7[/C][C]3.81063688110467[/C][C]-3.64069371700808[/C][C]11.2300568359034[/C][C]-1.88936311889533[/C][/ROW]
[ROW][C]64[/C][C]9.1[/C][C]7.66263997405998[/C][C]-0.68984058633353[/C][C]11.2272006122735[/C][C]-1.43736002594002[/C][/ROW]
[ROW][C]65[/C][C]13.6[/C][C]12.7096427172743[/C][C]3.26601289408206[/C][C]11.2243443886437[/C][C]-0.890357282725747[/C][/ROW]
[ROW][C]66[/C][C]15[/C][C]13.2791263437296[/C][C]5.66134505445582[/C][C]11.0595286018146[/C][C]-1.72087365627043[/C][/ROW]
[ROW][C]67[/C][C]20.9[/C][C]23.2136112605346[/C][C]7.69167592447984[/C][C]10.8947128149855[/C][C]2.31361126053461[/C][/ROW]
[ROW][C]68[/C][C]20.4[/C][C]22.4993713556604[/C][C]7.60015538826729[/C][C]10.7004732560723[/C][C]2.09937135566043[/C][/ROW]
[ROW][C]69[/C][C]14[/C][C]13.3051318465283[/C][C]4.1886344563127[/C][C]10.5062336971590[/C][C]-0.694868153471711[/C][/ROW]
[ROW][C]70[/C][C]13.7[/C][C]16.7387669113269[/C][C]0.309437791902503[/C][C]10.3517952967706[/C][C]3.03876691132689[/C][/ROW]
[ROW][C]71[/C][C]7.1[/C][C]7.87240215459702[/C][C]-3.86975905097922[/C][C]10.1973568963822[/C][C]0.772402154597017[/C][/ROW]
[ROW][C]72[/C][C]0.8[/C][C]-1.34020423395735[/C][C]-7.087994245929[/C][C]10.0281984798864[/C][C]-2.14020423395735[/C][/ROW]
[ROW][C]73[/C][C]2.1[/C][C]1.38671155889461[/C][C]-7.04575162228513[/C][C]9.85904006339052[/C][C]-0.713288441105387[/C][/ROW]
[ROW][C]74[/C][C]1.3[/C][C]-0.685382983217375[/C][C]-6.38322225665929[/C][C]9.66860523987666[/C][C]-1.98538298321738[/C][/ROW]
[ROW][C]75[/C][C]3.9[/C][C]1.96252330064528[/C][C]-3.64069371700808[/C][C]9.4781704163628[/C][C]-1.93747669935472[/C][/ROW]
[ROW][C]76[/C][C]10.7[/C][C]12.7199998598348[/C][C]-0.68984058633353[/C][C]9.36984072649872[/C][C]2.01999985983480[/C][/ROW]
[ROW][C]77[/C][C]11.1[/C][C]9.6724760692833[/C][C]3.26601289408206[/C][C]9.26151103663464[/C][C]-1.42752393071671[/C][/ROW]
[ROW][C]78[/C][C]16.4[/C][C]17.8919293567043[/C][C]5.66134505445582[/C][C]9.24672558883991[/C][C]1.49192935670427[/C][/ROW]
[ROW][C]79[/C][C]17.1[/C][C]17.2763839344750[/C][C]7.69167592447984[/C][C]9.23194014104518[/C][C]0.176383934474977[/C][/ROW]
[ROW][C]80[/C][C]17.3[/C][C]17.6652424476818[/C][C]7.60015538826729[/C][C]9.33460216405095[/C][C]0.365242447681760[/C][/ROW]
[ROW][C]81[/C][C]12.9[/C][C]12.1741013566306[/C][C]4.1886344563127[/C][C]9.43726418705672[/C][C]-0.725898643369414[/C][/ROW]
[ROW][C]82[/C][C]10.9[/C][C]11.9520683451609[/C][C]0.309437791902503[/C][C]9.53849386293655[/C][C]1.05206834516095[/C][/ROW]
[ROW][C]83[/C][C]5.3[/C][C]4.83003551216284[/C][C]-3.86975905097922[/C][C]9.63972353881638[/C][C]-0.469964487837156[/C][/ROW]
[ROW][C]84[/C][C]0.7[/C][C]-1.24525994974193[/C][C]-7.087994245929[/C][C]9.73325419567093[/C][C]-1.94525994974193[/C][/ROW]
[ROW][C]85[/C][C]-0.2[/C][C]-3.18103323024036[/C][C]-7.04575162228513[/C][C]9.82678485252549[/C][C]-2.98103323024036[/C][/ROW]
[ROW][C]86[/C][C]6.5[/C][C]9.41542393981826[/C][C]-6.38322225665929[/C][C]9.96779831684103[/C][C]2.91542393981826[/C][/ROW]
[ROW][C]87[/C][C]8.6[/C][C]10.7318819358515[/C][C]-3.64069371700808[/C][C]10.1088117811566[/C][C]2.13188193585152[/C][/ROW]
[ROW][C]88[/C][C]8.5[/C][C]7.40133506407535[/C][C]-0.68984058633353[/C][C]10.2885055222582[/C][C]-1.09866493592465[/C][/ROW]
[ROW][C]89[/C][C]13.3[/C][C]12.8657878425581[/C][C]3.26601289408206[/C][C]10.4681992633598[/C][C]-0.434212157441857[/C][/ROW]
[ROW][C]90[/C][C]16.2[/C][C]16.0835891827245[/C][C]5.66134505445582[/C][C]10.6550657628197[/C][C]-0.116410817275506[/C][/ROW]
[ROW][C]91[/C][C]17.5[/C][C]16.4663918132406[/C][C]7.69167592447984[/C][C]10.8419322622796[/C][C]-1.03360818675942[/C][/ROW]
[ROW][C]92[/C][C]21.2[/C][C]23.8338578586504[/C][C]7.60015538826729[/C][C]10.9659867530823[/C][C]2.63385785865038[/C][/ROW]
[ROW][C]93[/C][C]14.8[/C][C]14.3213242998022[/C][C]4.1886344563127[/C][C]11.0900412438851[/C][C]-0.478675700197769[/C][/ROW]
[ROW][C]94[/C][C]10.3[/C][C]9.12846513094202[/C][C]0.309437791902503[/C][C]11.1620970771555[/C][C]-1.17153486905798[/C][/ROW]
[ROW][C]95[/C][C]7.3[/C][C]7.23560614055334[/C][C]-3.86975905097922[/C][C]11.2341529104259[/C][C]-0.064393859446664[/C][/ROW]
[ROW][C]96[/C][C]5.1[/C][C]6.05217305394925[/C][C]-7.087994245929[/C][C]11.2358211919798[/C][C]0.95217305394925[/C][/ROW]
[ROW][C]97[/C][C]4.4[/C][C]4.60826214875151[/C][C]-7.04575162228513[/C][C]11.2374894735336[/C][C]0.208262148751507[/C][/ROW]
[ROW][C]98[/C][C]6.2[/C][C]7.63642848409276[/C][C]-6.38322225665929[/C][C]11.1467937725665[/C][C]1.43642848409276[/C][/ROW]
[ROW][C]99[/C][C]7.7[/C][C]7.98459564540865[/C][C]-3.64069371700808[/C][C]11.0560980715994[/C][C]0.284595645408652[/C][/ROW]
[ROW][C]100[/C][C]9.3[/C][C]8.37492950766075[/C][C]-0.68984058633353[/C][C]10.9149110786728[/C][C]-0.925070492339254[/C][/ROW]
[ROW][C]101[/C][C]15.6[/C][C]17.1602630201718[/C][C]3.26601289408206[/C][C]10.7737240857461[/C][C]1.56026302017180[/C][/ROW]
[ROW][C]102[/C][C]16.3[/C][C]16.2924110671800[/C][C]5.66134505445582[/C][C]10.6462438783642[/C][C]-0.00758893282003825[/C][/ROW]
[ROW][C]103[/C][C]16.6[/C][C]14.9895604045379[/C][C]7.69167592447984[/C][C]10.5187636709823[/C][C]-1.61043959546214[/C][/ROW]
[ROW][C]104[/C][C]17.4[/C][C]16.7535850621597[/C][C]7.60015538826729[/C][C]10.4462595495730[/C][C]-0.64641493784034[/C][/ROW]
[ROW][C]105[/C][C]15.3[/C][C]16.0376101155235[/C][C]4.1886344563127[/C][C]10.3737554281638[/C][C]0.737610115523504[/C][/ROW]
[ROW][C]106[/C][C]9.7[/C][C]8.7071573878728[/C][C]0.309437791902503[/C][C]10.3834048202247[/C][C]-0.992842612127193[/C][/ROW]
[ROW][C]107[/C][C]3.7[/C][C]0.876704838693644[/C][C]-3.86975905097922[/C][C]10.3930542122856[/C][C]-2.82329516130636[/C][/ROW]
[ROW][C]108[/C][C]4.6[/C][C]5.82423410190938[/C][C]-7.087994245929[/C][C]10.4637601440196[/C][C]1.22423410190938[/C][/ROW]
[ROW][C]109[/C][C]5.4[/C][C]7.31128554653145[/C][C]-7.04575162228513[/C][C]10.5344660757537[/C][C]1.91128554653145[/C][/ROW]
[ROW][C]110[/C][C]3.1[/C][C]1.90607292243235[/C][C]-6.38322225665929[/C][C]10.6771493342269[/C][C]-1.19392707756765[/C][/ROW]
[ROW][C]111[/C][C]7.9[/C][C]8.6208611243079[/C][C]-3.64069371700808[/C][C]10.8198325927002[/C][C]0.720861124307898[/C][/ROW]
[ROW][C]112[/C][C]10.1[/C][C]9.95581745960215[/C][C]-0.68984058633353[/C][C]10.9340231267314[/C][C]-0.144182540397846[/C][/ROW]
[ROW][C]113[/C][C]15[/C][C]15.6857734451554[/C][C]3.26601289408206[/C][C]11.0482136607626[/C][C]0.68577344515537[/C][/ROW]
[ROW][C]114[/C][C]15.6[/C][C]14.4386205442172[/C][C]5.66134505445582[/C][C]11.1000344013270[/C][C]-1.16137945578280[/C][/ROW]
[ROW][C]115[/C][C]19.7[/C][C]20.5564689336288[/C][C]7.69167592447984[/C][C]11.1518551418914[/C][C]0.85646893362877[/C][/ROW]
[ROW][C]116[/C][C]18.1[/C][C]17.4300748439457[/C][C]7.60015538826729[/C][C]11.1697697677870[/C][C]-0.669925156054262[/C][/ROW]
[ROW][C]117[/C][C]17.7[/C][C]20.0236811500047[/C][C]4.1886344563127[/C][C]11.1876843936826[/C][C]2.32368115000474[/C][/ROW]
[ROW][C]118[/C][C]10.7[/C][C]9.8788015049344[/C][C]0.309437791902503[/C][C]11.2117607031631[/C][C]-0.821198495065591[/C][/ROW]
[ROW][C]119[/C][C]6.2[/C][C]5.03392203833561[/C][C]-3.86975905097922[/C][C]11.2358370126436[/C][C]-1.16607796166439[/C][/ROW]
[ROW][C]120[/C][C]4.2[/C][C]4.30073402118243[/C][C]-7.087994245929[/C][C]11.1872602247466[/C][C]0.100734021182426[/C][/ROW]
[ROW][C]121[/C][C]4[/C][C]3.90706818543559[/C][C]-7.04575162228513[/C][C]11.1386834368495[/C][C]-0.0929318145644125[/C][/ROW]
[ROW][C]122[/C][C]5.9[/C][C]7.12047462208177[/C][C]-6.38322225665929[/C][C]11.0627476345775[/C][C]1.22047462208177[/C][/ROW]
[ROW][C]123[/C][C]7.1[/C][C]6.85388188470259[/C][C]-3.64069371700808[/C][C]10.9868118323055[/C][C]-0.246118115297412[/C][/ROW]
[ROW][C]124[/C][C]10.5[/C][C]10.7138656105566[/C][C]-0.68984058633353[/C][C]10.9759749757770[/C][C]0.213865610556567[/C][/ROW]
[ROW][C]125[/C][C]15.1[/C][C]15.9688489866695[/C][C]3.26601289408206[/C][C]10.9651381192484[/C][C]0.868848986669501[/C][/ROW]
[ROW][C]126[/C][C]16.8[/C][C]16.9407414628145[/C][C]5.66134505445582[/C][C]10.9979134827297[/C][C]0.140741462814486[/C][/ROW]
[ROW][C]127[/C][C]15.3[/C][C]11.8776352293092[/C][C]7.69167592447984[/C][C]11.0306888462110[/C][C]-3.4223647706908[/C][/ROW]
[ROW][C]128[/C][C]18.4[/C][C]18.1952108288920[/C][C]7.60015538826729[/C][C]11.0046337828407[/C][C]-0.204789171108025[/C][/ROW]
[ROW][C]129[/C][C]16.1[/C][C]17.0327868242168[/C][C]4.1886344563127[/C][C]10.9785787194705[/C][C]0.932786824216794[/C][/ROW]
[ROW][C]130[/C][C]11.3[/C][C]11.3466696589694[/C][C]0.309437791902503[/C][C]10.9438925491281[/C][C]0.0466696589693854[/C][/ROW]
[ROW][C]131[/C][C]7.9[/C][C]8.7605526721935[/C][C]-3.86975905097922[/C][C]10.9092063787857[/C][C]0.860552672193508[/C][/ROW]
[ROW][C]132[/C][C]5.6[/C][C]7.37399090847977[/C][C]-7.087994245929[/C][C]10.9140033374492[/C][C]1.77399090847977[/C][/ROW]
[ROW][C]133[/C][C]3.4[/C][C]2.92695132617236[/C][C]-7.04575162228513[/C][C]10.9188002961128[/C][C]-0.473048673827636[/C][/ROW]
[ROW][C]134[/C][C]4.8[/C][C]5.06215677572926[/C][C]-6.38322225665929[/C][C]10.9210654809300[/C][C]0.262156775729261[/C][/ROW]
[ROW][C]135[/C][C]6.5[/C][C]5.7173630512608[/C][C]-3.64069371700808[/C][C]10.9233306657473[/C][C]-0.782636948739203[/C][/ROW]
[ROW][C]136[/C][C]8.5[/C][C]6.80486253928662[/C][C]-0.68984058633353[/C][C]10.8849780470469[/C][C]-1.69513746071338[/C][/ROW]
[ROW][C]137[/C][C]15.1[/C][C]16.0873616775714[/C][C]3.26601289408206[/C][C]10.8466254283465[/C][C]0.9873616775714[/C][/ROW]
[ROW][C]138[/C][C]15.7[/C][C]14.8883164480942[/C][C]5.66134505445582[/C][C]10.8503384974500[/C][C]-0.811683551905787[/C][/ROW]
[ROW][C]139[/C][C]18.7[/C][C]18.8542725089668[/C][C]7.69167592447984[/C][C]10.8540515665534[/C][C]0.154272508966759[/C][/ROW]
[ROW][C]140[/C][C]19.2[/C][C]19.8516497488264[/C][C]7.60015538826729[/C][C]10.9481948629063[/C][C]0.651649748826374[/C][/ROW]
[ROW][C]141[/C][C]12.9[/C][C]10.5690273844280[/C][C]4.1886344563127[/C][C]11.0423381592593[/C][C]-2.33097261557197[/C][/ROW]
[ROW][C]142[/C][C]14.4[/C][C]17.3656656626629[/C][C]0.309437791902503[/C][C]11.1248965454346[/C][C]2.96566566266288[/C][/ROW]
[ROW][C]143[/C][C]6.2[/C][C]5.06230411936926[/C][C]-3.86975905097922[/C][C]11.2074549316100[/C][C]-1.13769588063074[/C][/ROW]
[ROW][C]144[/C][C]3.3[/C][C]2.46735866409027[/C][C]-7.087994245929[/C][C]11.2206355818387[/C][C]-0.832641335909731[/C][/ROW]
[ROW][C]145[/C][C]4.6[/C][C]5.01193539021762[/C][C]-7.04575162228513[/C][C]11.2338162320675[/C][C]0.41193539021762[/C][/ROW]
[ROW][C]146[/C][C]7.2[/C][C]9.57772741687301[/C][C]-6.38322225665929[/C][C]11.2054948397863[/C][C]2.37772741687301[/C][/ROW]
[ROW][C]147[/C][C]7.8[/C][C]8.06352026950304[/C][C]-3.64069371700808[/C][C]11.1771734475050[/C][C]0.263520269503044[/C][/ROW]
[ROW][C]148[/C][C]9.9[/C][C]9.34562739158302[/C][C]-0.68984058633353[/C][C]11.1442131947505[/C][C]-0.554372608416983[/C][/ROW]
[ROW][C]149[/C][C]13.6[/C][C]12.8227341639219[/C][C]3.26601289408206[/C][C]11.111252941996[/C][C]-0.777265836078055[/C][/ROW]
[ROW][C]150[/C][C]17.1[/C][C]17.4908367632695[/C][C]5.66134505445582[/C][C]11.0478181822747[/C][C]0.390836763269467[/C][/ROW]
[ROW][C]151[/C][C]17.8[/C][C]16.9239406529667[/C][C]7.69167592447984[/C][C]10.9843834225534[/C][C]-0.87605934703328[/C][/ROW]
[ROW][C]152[/C][C]18.6[/C][C]18.6955890257975[/C][C]7.60015538826729[/C][C]10.9042555859353[/C][C]0.095589025797457[/C][/ROW]
[ROW][C]153[/C][C]14.7[/C][C]14.3872377943702[/C][C]4.1886344563127[/C][C]10.8241277493171[/C][C]-0.312762205629767[/C][/ROW]
[ROW][C]154[/C][C]10.5[/C][C]9.85789574709687[/C][C]0.309437791902503[/C][C]10.8326664610006[/C][C]-0.642104252903128[/C][/ROW]
[ROW][C]155[/C][C]8.6[/C][C]10.2285538782950[/C][C]-3.86975905097922[/C][C]10.8412051726842[/C][C]1.62855387829504[/C][/ROW]
[ROW][C]156[/C][C]4.4[/C][C]4.93839484432259[/C][C]-7.087994245929[/C][C]10.9495994016064[/C][C]0.538394844322594[/C][/ROW]
[ROW][C]157[/C][C]2.3[/C][C]0.587757991756484[/C][C]-7.04575162228513[/C][C]11.0579936305286[/C][C]-1.71224200824352[/C][/ROW]
[ROW][C]158[/C][C]2.8[/C][C]0.833275811191734[/C][C]-6.38322225665929[/C][C]11.1499464454676[/C][C]-1.96672418880827[/C][/ROW]
[ROW][C]159[/C][C]8.8[/C][C]9.99879445660163[/C][C]-3.64069371700808[/C][C]11.2418992604065[/C][C]1.19879445660163[/C][/ROW]
[ROW][C]160[/C][C]10.7[/C][C]10.8329263255529[/C][C]-0.68984058633353[/C][C]11.2569142607806[/C][C]0.132926325552930[/C][/ROW]
[ROW][C]161[/C][C]13.9[/C][C]13.2620578447632[/C][C]3.26601289408206[/C][C]11.2719292611547[/C][C]-0.637942155236807[/C][/ROW]
[ROW][C]162[/C][C]19.3[/C][C]21.6645564416929[/C][C]5.66134505445582[/C][C]11.2740985038513[/C][C]2.3645564416929[/C][/ROW]
[ROW][C]163[/C][C]19.5[/C][C]20.0320563289723[/C][C]7.69167592447984[/C][C]11.2762677465478[/C][C]0.53205632897234[/C][/ROW]
[ROW][C]164[/C][C]20.4[/C][C]21.9227100094246[/C][C]7.60015538826729[/C][C]11.2771346023081[/C][C]1.52271000942461[/C][/ROW]
[ROW][C]165[/C][C]15.3[/C][C]15.1333640856189[/C][C]4.1886344563127[/C][C]11.2780014580684[/C][C]-0.166635914381072[/C][/ROW]
[ROW][C]166[/C][C]7.9[/C][C]4.30142705883482[/C][C]0.309437791902503[/C][C]11.1891351492627[/C][C]-3.59857294116518[/C][/ROW]
[ROW][C]167[/C][C]8.3[/C][C]9.36949021052225[/C][C]-3.86975905097922[/C][C]11.1002688404570[/C][C]1.06949021052225[/C][/ROW]
[ROW][C]168[/C][C]4.5[/C][C]5.11779265115718[/C][C]-7.087994245929[/C][C]10.9702015947718[/C][C]0.617792651157178[/C][/ROW]
[ROW][C]169[/C][C]3.2[/C][C]2.60561727319845[/C][C]-7.04575162228513[/C][C]10.8401343490867[/C][C]-0.59438272680155[/C][/ROW]
[ROW][C]170[/C][C]5[/C][C]5.59847752788914[/C][C]-6.38322225665929[/C][C]10.7847447287701[/C][C]0.598477527889145[/C][/ROW]
[ROW][C]171[/C][C]6.6[/C][C]6.11133860855448[/C][C]-3.64069371700808[/C][C]10.7293551084536[/C][C]-0.488661391445524[/C][/ROW]
[ROW][C]172[/C][C]11.1[/C][C]12.1425928286612[/C][C]-0.68984058633353[/C][C]10.7472477576723[/C][C]1.04259282866123[/C][/ROW]
[ROW][C]173[/C][C]12.8[/C][C]11.5688466990269[/C][C]3.26601289408206[/C][C]10.765140406891[/C][C]-1.23115330097306[/C][/ROW]
[ROW][C]174[/C][C]16.3[/C][C]16.1920495598058[/C][C]5.66134505445582[/C][C]10.7466053857384[/C][C]-0.107950440194184[/C][/ROW]
[ROW][C]175[/C][C]17.4[/C][C]16.3802537109344[/C][C]7.69167592447984[/C][C]10.7280703645857[/C][C]-1.01974628906557[/C][/ROW]
[ROW][C]176[/C][C]18.9[/C][C]19.5033534185588[/C][C]7.60015538826729[/C][C]10.6964911931739[/C][C]0.603353418558761[/C][/ROW]
[ROW][C]177[/C][C]15.8[/C][C]16.7464535219251[/C][C]4.1886344563127[/C][C]10.6649120217622[/C][C]0.94645352192514[/C][/ROW]
[ROW][C]178[/C][C]11.7[/C][C]12.4158589678228[/C][C]0.309437791902503[/C][C]10.6747032402746[/C][C]0.715858967822847[/C][/ROW]
[ROW][C]179[/C][C]6.4[/C][C]5.98526459219208[/C][C]-3.86975905097922[/C][C]10.6844944587871[/C][C]-0.414735407807916[/C][/ROW]
[ROW][C]180[/C][C]2.9[/C][C]2.16669989018645[/C][C]-7.087994245929[/C][C]10.7212943557426[/C][C]-0.733300109813547[/C][/ROW]
[ROW][C]181[/C][C]4.7[/C][C]5.68765736958717[/C][C]-7.04575162228513[/C][C]10.7580942526980[/C][C]0.987657369587165[/C][/ROW]
[ROW][C]182[/C][C]2.4[/C][C]0.395768565853549[/C][C]-6.38322225665929[/C][C]10.7874536908057[/C][C]-2.00423143414645[/C][/ROW]
[ROW][C]183[/C][C]7.2[/C][C]7.22388058809457[/C][C]-3.64069371700808[/C][C]10.8168131289135[/C][C]0.0238805880945723[/C][/ROW]
[ROW][C]184[/C][C]10.7[/C][C]11.2187688689535[/C][C]-0.68984058633353[/C][C]10.8710717173800[/C][C]0.518768868953551[/C][/ROW]
[ROW][C]185[/C][C]13.4[/C][C]12.6086568000715[/C][C]3.26601289408206[/C][C]10.9253303058464[/C][C]-0.791343199928514[/C][/ROW]
[ROW][C]186[/C][C]18.5[/C][C]20.3999165791915[/C][C]5.66134505445582[/C][C]10.9387383663526[/C][C]1.89991657919155[/C][/ROW]
[ROW][C]187[/C][C]18.3[/C][C]17.9561776486613[/C][C]7.69167592447984[/C][C]10.9521464268588[/C][C]-0.343822351338655[/C][/ROW]
[ROW][C]188[/C][C]16.8[/C][C]15.1525043488412[/C][C]7.60015538826729[/C][C]10.8473402628915[/C][C]-1.64749565115876[/C][/ROW]
[ROW][C]189[/C][C]16.6[/C][C]18.2688314447632[/C][C]4.1886344563127[/C][C]10.7425340989241[/C][C]1.66883144476319[/C][/ROW]
[ROW][C]190[/C][C]14.1[/C][C]17.2695304929582[/C][C]0.309437791902503[/C][C]10.6210317151393[/C][C]3.16953049295819[/C][/ROW]
[ROW][C]191[/C][C]6.1[/C][C]5.57022971962473[/C][C]-3.86975905097922[/C][C]10.4995293313545[/C][C]-0.529770280375272[/C][/ROW]
[ROW][C]192[/C][C]3.5[/C][C]3.59872837782706[/C][C]-7.087994245929[/C][C]10.4892658681020[/C][C]0.0987283778270562[/C][/ROW]
[ROW][C]193[/C][C]1.7[/C][C]-0.0332507825642765[/C][C]-7.04575162228513[/C][C]10.4790024048494[/C][C]-1.73325078256428[/C][/ROW]
[ROW][C]194[/C][C]2.3[/C][C]0.418149473470046[/C][C]-6.38322225665929[/C][C]10.5650727831892[/C][C]-1.88185052652995[/C][/ROW]
[ROW][C]195[/C][C]4.5[/C][C]1.98955055547901[/C][C]-3.64069371700808[/C][C]10.6511431615291[/C][C]-2.51044944452099[/C][/ROW]
[ROW][C]196[/C][C]9.3[/C][C]8.4575975252842[/C][C]-0.68984058633353[/C][C]10.8322430610493[/C][C]-0.842402474715803[/C][/ROW]
[ROW][C]197[/C][C]14.2[/C][C]14.1206441453483[/C][C]3.26601289408206[/C][C]11.0133429605696[/C][C]-0.0793558546516557[/C][/ROW]
[ROW][C]198[/C][C]17.3[/C][C]17.5905640173390[/C][C]5.66134505445582[/C][C]11.3480909282051[/C][C]0.290564017339044[/C][/ROW]
[ROW][C]199[/C][C]23[/C][C]26.6254851796795[/C][C]7.69167592447984[/C][C]11.6828388958407[/C][C]3.62548517967947[/C][/ROW]
[ROW][C]200[/C][C]16.3[/C][C]12.9515523330178[/C][C]7.60015538826729[/C][C]12.0482922787149[/C][C]-3.34844766698222[/C][/ROW]
[ROW][C]201[/C][C]18.4[/C][C]20.1976198820981[/C][C]4.1886344563127[/C][C]12.4137456615892[/C][C]1.79761988209813[/C][/ROW]
[ROW][C]202[/C][C]14.2[/C][C]15.4564995605334[/C][C]0.309437791902503[/C][C]12.6340626475641[/C][C]1.25649956053339[/C][/ROW]
[ROW][C]203[/C][C]9.1[/C][C]9.21537941744018[/C][C]-3.86975905097922[/C][C]12.8543796335390[/C][C]0.115379417440183[/C][/ROW]
[ROW][C]204[/C][C]5.9[/C][C]6.05982308392201[/C][C]-7.087994245929[/C][C]12.828171162007[/C][C]0.159823083922007[/C][/ROW]
[ROW][C]205[/C][C]7.2[/C][C]8.64378893181017[/C][C]-7.04575162228513[/C][C]12.8019626904750[/C][C]1.44378893181017[/C][/ROW]
[ROW][C]206[/C][C]6.8[/C][C]7.3923955513986[/C][C]-6.38322225665929[/C][C]12.5908267052607[/C][C]0.592395551398598[/C][/ROW]
[ROW][C]207[/C][C]8[/C][C]7.26100299696166[/C][C]-3.64069371700808[/C][C]12.3796907200464[/C][C]-0.738997003038335[/C][/ROW]
[ROW][C]208[/C][C]14.3[/C][C]17.1916102068722[/C][C]-0.68984058633353[/C][C]12.0982303794613[/C][C]2.89161020687219[/C][/ROW]
[ROW][C]209[/C][C]14.6[/C][C]14.1172170670417[/C][C]3.26601289408206[/C][C]11.8167700388763[/C][C]-0.482782932958333[/C][/ROW]
[ROW][C]210[/C][C]17.5[/C][C]17.7285951726432[/C][C]5.66134505445582[/C][C]11.6100597729010[/C][C]0.228595172643152[/C][/ROW]
[ROW][C]211[/C][C]17.2[/C][C]15.3049745685944[/C][C]7.69167592447984[/C][C]11.4033495069258[/C][C]-1.89502543140563[/C][/ROW]
[ROW][C]212[/C][C]17.2[/C][C]15.5341290187251[/C][C]7.60015538826729[/C][C]11.2657155930076[/C][C]-1.66587098127492[/C][/ROW]
[ROW][C]213[/C][C]14.1[/C][C]12.8832838645978[/C][C]4.1886344563127[/C][C]11.1280816790895[/C][C]-1.21671613540216[/C][/ROW]
[ROW][C]214[/C][C]10.5[/C][C]9.63283776662418[/C][C]0.309437791902503[/C][C]11.0577244414733[/C][C]-0.867162233375815[/C][/ROW]
[ROW][C]215[/C][C]6.8[/C][C]6.48239184712206[/C][C]-3.86975905097922[/C][C]10.9873672038572[/C][C]-0.317608152877943[/C][/ROW]
[ROW][C]216[/C][C]4.1[/C][C]4.28895751725443[/C][C]-7.087994245929[/C][C]10.9990367286746[/C][C]0.188957517254435[/C][/ROW]
[ROW][C]217[/C][C]6.5[/C][C]9.03504536879315[/C][C]-7.04575162228513[/C][C]11.0107062534920[/C][C]2.53504536879315[/C][/ROW]
[ROW][C]218[/C][C]6.1[/C][C]7.54743850985838[/C][C]-6.38322225665929[/C][C]11.0357837468009[/C][C]1.44743850985838[/C][/ROW]
[ROW][C]219[/C][C]6.3[/C][C]5.17983247689826[/C][C]-3.64069371700808[/C][C]11.0608612401098[/C][C]-1.12016752310174[/C][/ROW]
[ROW][C]220[/C][C]9.3[/C][C]8.28879447428069[/C][C]-0.68984058633353[/C][C]11.0010461120528[/C][C]-1.01120552571931[/C][/ROW]
[ROW][C]221[/C][C]16.4[/C][C]18.5927561219221[/C][C]3.26601289408206[/C][C]10.9412309839959[/C][C]2.19275612192207[/C][/ROW]
[ROW][C]222[/C][C]16.1[/C][C]15.7658707243070[/C][C]5.66134505445582[/C][C]10.7727842212371[/C][C]-0.33412927569297[/C][/ROW]
[ROW][C]223[/C][C]18[/C][C]17.7039866170417[/C][C]7.69167592447984[/C][C]10.6043374584784[/C][C]-0.296013382958273[/C][/ROW]
[ROW][C]224[/C][C]17.6[/C][C]17.1511652234753[/C][C]7.60015538826729[/C][C]10.4486793882574[/C][C]-0.448834776524658[/C][/ROW]
[ROW][C]225[/C][C]14[/C][C]13.518344225651[/C][C]4.1886344563127[/C][C]10.2930213180363[/C][C]-0.481655774349003[/C][/ROW]
[ROW][C]226[/C][C]10.5[/C][C]10.4162903511783[/C][C]0.309437791902503[/C][C]10.2742718569192[/C][C]-0.0837096488217473[/C][/ROW]
[ROW][C]227[/C][C]6.9[/C][C]7.41423665517704[/C][C]-3.86975905097922[/C][C]10.2555223958022[/C][C]0.514236655177038[/C][/ROW]
[ROW][C]228[/C][C]2.8[/C][C]2.37678730757095[/C][C]-7.087994245929[/C][C]10.3112069383581[/C][C]-0.423212692429054[/C][/ROW]
[ROW][C]229[/C][C]0.7[/C][C]-1.92113985862881[/C][C]-7.04575162228513[/C][C]10.3668914809139[/C][C]-2.62113985862881[/C][/ROW]
[ROW][C]230[/C][C]3.6[/C][C]3.09767602161974[/C][C]-6.38322225665929[/C][C]10.4855462350395[/C][C]-0.502323978380256[/C][/ROW]
[ROW][C]231[/C][C]6.7[/C][C]6.43649272784294[/C][C]-3.64069371700808[/C][C]10.6042009891651[/C][C]-0.263507272157064[/C][/ROW]
[ROW][C]232[/C][C]12.5[/C][C]14.9306536609882[/C][C]-0.68984058633353[/C][C]10.7591869253453[/C][C]2.43065366098824[/C][/ROW]
[ROW][C]233[/C][C]14.4[/C][C]14.6198142443925[/C][C]3.26601289408206[/C][C]10.9141728615254[/C][C]0.219814244392499[/C][/ROW]
[ROW][C]234[/C][C]16.5[/C][C]16.2828026503501[/C][C]5.66134505445582[/C][C]11.0558522951941[/C][C]-0.217197349649883[/C][/ROW]
[ROW][C]235[/C][C]18.7[/C][C]18.5107923466575[/C][C]7.69167592447984[/C][C]11.1975317288627[/C][C]-0.189207653342534[/C][/ROW]
[ROW][C]236[/C][C]19.4[/C][C]19.8644799315338[/C][C]7.60015538826729[/C][C]11.3353646801989[/C][C]0.464479931533766[/C][/ROW]
[ROW][C]237[/C][C]15.8[/C][C]15.9381679121521[/C][C]4.1886344563127[/C][C]11.4731976315352[/C][C]0.138167912152111[/C][/ROW]
[ROW][C]238[/C][C]11.3[/C][C]10.6850171066555[/C][C]0.309437791902503[/C][C]11.6055451014420[/C][C]-0.614982893344465[/C][/ROW]
[ROW][C]239[/C][C]9.7[/C][C]11.5318664796305[/C][C]-3.86975905097922[/C][C]11.7378925713487[/C][C]1.83186647963049[/C][/ROW]
[ROW][C]240[/C][C]2.9[/C][C]1.02360266308950[/C][C]-7.087994245929[/C][C]11.8643915828395[/C][C]-1.8763973369105[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=115779&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=115779&T=2

As an alternative you can also use a QR Code:

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

Seasonal Decomposition by Loess - Time Series Components
t	Observed	Fitted	Seasonal	Trend	Remainder
1	5.2	5.03821737221319	-7.04575162228513	12.4075342500719	-0.161782627786810
2	7.9	10.0078788709021	-6.38322225665929	12.1753433857572	2.10787887090205
3	8.7	9.09754119556556	-3.64069371700808	11.9431525214425	0.397541195565559
4	8.9	6.76871077351061	-0.68984058633353	11.7211298128229	-2.13128922648939
5	15.3	15.8348800017146	3.26601289408206	11.4991071042033	0.534880001714615
6	15.4	13.8620172478140	5.66134505445582	11.2766376977302	-1.53798275218597
7	18.1	17.4541557842632	7.69167592447984	11.0541682912570	-0.645844215736824
8	19.7	20.9724084839957	7.60015538826729	10.8274361277370	1.27240848399566
9	13	11.2106615794702	4.1886344563127	10.6007039642171	-1.78933842052981
10	12.6	14.4676604608824	0.309437791902503	10.4229017472151	1.86766046088236
11	6.2	6.02465952076606	-3.86975905097922	10.2450995302132	-0.175340479233936
12	3.5	3.97635329498406	-7.087994245929	10.1116409509449	0.476353294984058
13	3.4	3.86756925060839	-7.04575162228513	9.97818237167674	0.467569250608394
14	0	-3.55131239976070	-6.38322225665929	9.93453465641998	-3.55131239976070
15	9.5	12.7498067758449	-3.64069371700808	9.89088694116323	3.24980677584485
16	8.9	8.58023583850756	-0.68984058633353	9.90960474782597	-0.319764161492436
17	10.4	7.60566455142923	3.26601289408206	9.9283225544887	-2.79433544857077
18	13.2	10.7681065235218	5.66134505445582	9.97054842202237	-2.43189347647819
19	18.9	20.0955497859641	7.69167592447984	10.0127742895560	1.19554978596412
20	19	20.2919302959461	7.60015538826729	10.1079143157866	1.29193029594611
21	16.3	18.2083112016701	4.1886344563127	10.2030543420172	1.90831120167014
22	10.6	10.5462488001736	0.309437791902503	10.3443134079239	-0.0537511998264275
23	5.8	4.98418657714854	-3.86975905097922	10.4855724738307	-0.815813422851459
24	3.6	3.67716820111137	-7.087994245929	10.6108260448176	0.0771682011113679
25	2.6	1.50967200648054	-7.04575162228513	10.7360796158046	-1.09032799351946
26	5	5.66120515777008	-6.38322225665929	10.7220170988892	0.661205157770077
27	7.3	7.53273913503425	-3.64069371700808	10.7079545819738	0.232739135034254
28	9.2	8.42668937962044	-0.68984058633353	10.6631512067131	-0.773310620379563
29	15.7	17.5156392744656	3.26601289408206	10.6183478314524	1.81563927446558
30	16.8	17.3141444450576	5.66134505445582	10.6245105004866	0.514144445057569
31	18.4	18.4776509059993	7.69167592447984	10.6306731695209	0.07765090599929
32	18.1	17.9770421876327	7.60015538826729	10.6228024241001	-0.122957812367348
33	14.6	14.3964338650081	4.1886344563127	10.6149316786793	-0.203566134991949
34	7.8	4.67182032188102	0.309437791902503	10.6187418862165	-3.12817967811898
35	7.6	8.44720695722552	-3.86975905097922	10.6225520937537	0.847206957225524
36	3.8	4.07694987649551	-7.087994245929	10.6110443694335	0.276949876495511
37	5.6	7.64621497717183	-7.04575162228513	10.5995366451133	2.04621497717183
38	2.2	0.23777656146999	-6.38322225665929	10.5454456951893	-1.96222343853001
39	6.8	6.74933897174279	-3.64069371700808	10.4913547452653	-0.0506610282572133
40	11.8	13.9363970106744	-0.68984058633353	10.3534435756592	2.13639701067437
41	14.9	16.3184546998649	3.26601289408206	10.2155324060530	1.41845469986490
42	16.7	17.6782977063980	5.66134505445582	10.0603572391461	0.978297706398035
43	16.7	15.8031420032809	7.69167592447984	9.90518207223926	-0.896857996719103
44	15.9	14.3891659435774	7.60015538826729	9.81067866815527	-1.51083405642256
45	13.6	13.2951902796160	4.1886344563127	9.71617526407127	-0.304809720383973
46	9.2	8.42837197328518	0.309437791902503	9.66219023481231	-0.771628026714819
47	2.8	-0.138446154574130	-3.86975905097922	9.60820520555335	-2.93844615457413
48	2.5	2.40152621531133	-7.087994245929	9.68646803061768	-0.0984737846886716
49	4.8	6.88102076660312	-7.04575162228513	9.764730855682	2.08102076660312
50	2.8	2.03086283452373	-6.38322225665929	9.95235942213555	-0.769137165476268
51	7.8	9.10070572841898	-3.64069371700808	10.1399879885891	1.30070572841898
52	9	8.33635095261673	-0.68984058633353	10.3534896337168	-0.663649047383268
53	12.9	11.9669958270734	3.26601289408206	10.5669912788445	-0.933004172926562
54	16.4	16.3690637232622	5.66134505445582	10.7695912222820	-0.0309362767377905
55	21.8	24.9361329098007	7.69167592447984	10.9721911657194	3.13613290980072
56	17.8	16.9085812065720	7.60015538826729	11.0912634051607	-0.89141879342802
57	13.5	11.6010298990853	4.1886344563127	11.2103356446020	-1.89897010091472
58	10	8.47130618970282	0.309437791902503	11.2192560183947	-1.52869381029718
59	10.4	13.4415826587919	-3.86975905097922	11.2281763921873	3.04158265879188
60	5.5	6.88096270970535	-7.087994245929	11.2070315362237	1.38096270970535
61	4	3.85986494202515	-7.04575162228513	11.1858866802600	-0.140135057974849
62	6.8	8.77525049857759	-6.38322225665929	11.2079717580817	1.97525049857759
63	5.7	3.81063688110467	-3.64069371700808	11.2300568359034	-1.88936311889533
64	9.1	7.66263997405998	-0.68984058633353	11.2272006122735	-1.43736002594002
65	13.6	12.7096427172743	3.26601289408206	11.2243443886437	-0.890357282725747
66	15	13.2791263437296	5.66134505445582	11.0595286018146	-1.72087365627043
67	20.9	23.2136112605346	7.69167592447984	10.8947128149855	2.31361126053461
68	20.4	22.4993713556604	7.60015538826729	10.7004732560723	2.09937135566043
69	14	13.3051318465283	4.1886344563127	10.5062336971590	-0.694868153471711
70	13.7	16.7387669113269	0.309437791902503	10.3517952967706	3.03876691132689
71	7.1	7.87240215459702	-3.86975905097922	10.1973568963822	0.772402154597017
72	0.8	-1.34020423395735	-7.087994245929	10.0281984798864	-2.14020423395735
73	2.1	1.38671155889461	-7.04575162228513	9.85904006339052	-0.713288441105387
74	1.3	-0.685382983217375	-6.38322225665929	9.66860523987666	-1.98538298321738
75	3.9	1.96252330064528	-3.64069371700808	9.4781704163628	-1.93747669935472
76	10.7	12.7199998598348	-0.68984058633353	9.36984072649872	2.01999985983480
77	11.1	9.6724760692833	3.26601289408206	9.26151103663464	-1.42752393071671
78	16.4	17.8919293567043	5.66134505445582	9.24672558883991	1.49192935670427
79	17.1	17.2763839344750	7.69167592447984	9.23194014104518	0.176383934474977
80	17.3	17.6652424476818	7.60015538826729	9.33460216405095	0.365242447681760
81	12.9	12.1741013566306	4.1886344563127	9.43726418705672	-0.725898643369414
82	10.9	11.9520683451609	0.309437791902503	9.53849386293655	1.05206834516095
83	5.3	4.83003551216284	-3.86975905097922	9.63972353881638	-0.469964487837156
84	0.7	-1.24525994974193	-7.087994245929	9.73325419567093	-1.94525994974193
85	-0.2	-3.18103323024036	-7.04575162228513	9.82678485252549	-2.98103323024036
86	6.5	9.41542393981826	-6.38322225665929	9.96779831684103	2.91542393981826
87	8.6	10.7318819358515	-3.64069371700808	10.1088117811566	2.13188193585152
88	8.5	7.40133506407535	-0.68984058633353	10.2885055222582	-1.09866493592465
89	13.3	12.8657878425581	3.26601289408206	10.4681992633598	-0.434212157441857
90	16.2	16.0835891827245	5.66134505445582	10.6550657628197	-0.116410817275506
91	17.5	16.4663918132406	7.69167592447984	10.8419322622796	-1.03360818675942
92	21.2	23.8338578586504	7.60015538826729	10.9659867530823	2.63385785865038
93	14.8	14.3213242998022	4.1886344563127	11.0900412438851	-0.478675700197769
94	10.3	9.12846513094202	0.309437791902503	11.1620970771555	-1.17153486905798
95	7.3	7.23560614055334	-3.86975905097922	11.2341529104259	-0.064393859446664
96	5.1	6.05217305394925	-7.087994245929	11.2358211919798	0.95217305394925
97	4.4	4.60826214875151	-7.04575162228513	11.2374894735336	0.208262148751507
98	6.2	7.63642848409276	-6.38322225665929	11.1467937725665	1.43642848409276
99	7.7	7.98459564540865	-3.64069371700808	11.0560980715994	0.284595645408652
100	9.3	8.37492950766075	-0.68984058633353	10.9149110786728	-0.925070492339254
101	15.6	17.1602630201718	3.26601289408206	10.7737240857461	1.56026302017180
102	16.3	16.2924110671800	5.66134505445582	10.6462438783642	-0.00758893282003825
103	16.6	14.9895604045379	7.69167592447984	10.5187636709823	-1.61043959546214
104	17.4	16.7535850621597	7.60015538826729	10.4462595495730	-0.64641493784034
105	15.3	16.0376101155235	4.1886344563127	10.3737554281638	0.737610115523504
106	9.7	8.7071573878728	0.309437791902503	10.3834048202247	-0.992842612127193
107	3.7	0.876704838693644	-3.86975905097922	10.3930542122856	-2.82329516130636
108	4.6	5.82423410190938	-7.087994245929	10.4637601440196	1.22423410190938
109	5.4	7.31128554653145	-7.04575162228513	10.5344660757537	1.91128554653145
110	3.1	1.90607292243235	-6.38322225665929	10.6771493342269	-1.19392707756765
111	7.9	8.6208611243079	-3.64069371700808	10.8198325927002	0.720861124307898
112	10.1	9.95581745960215	-0.68984058633353	10.9340231267314	-0.144182540397846
113	15	15.6857734451554	3.26601289408206	11.0482136607626	0.68577344515537
114	15.6	14.4386205442172	5.66134505445582	11.1000344013270	-1.16137945578280
115	19.7	20.5564689336288	7.69167592447984	11.1518551418914	0.85646893362877
116	18.1	17.4300748439457	7.60015538826729	11.1697697677870	-0.669925156054262
117	17.7	20.0236811500047	4.1886344563127	11.1876843936826	2.32368115000474
118	10.7	9.8788015049344	0.309437791902503	11.2117607031631	-0.821198495065591
119	6.2	5.03392203833561	-3.86975905097922	11.2358370126436	-1.16607796166439
120	4.2	4.30073402118243	-7.087994245929	11.1872602247466	0.100734021182426
121	4	3.90706818543559	-7.04575162228513	11.1386834368495	-0.0929318145644125
122	5.9	7.12047462208177	-6.38322225665929	11.0627476345775	1.22047462208177
123	7.1	6.85388188470259	-3.64069371700808	10.9868118323055	-0.246118115297412
124	10.5	10.7138656105566	-0.68984058633353	10.9759749757770	0.213865610556567
125	15.1	15.9688489866695	3.26601289408206	10.9651381192484	0.868848986669501
126	16.8	16.9407414628145	5.66134505445582	10.9979134827297	0.140741462814486
127	15.3	11.8776352293092	7.69167592447984	11.0306888462110	-3.4223647706908
128	18.4	18.1952108288920	7.60015538826729	11.0046337828407	-0.204789171108025
129	16.1	17.0327868242168	4.1886344563127	10.9785787194705	0.932786824216794
130	11.3	11.3466696589694	0.309437791902503	10.9438925491281	0.0466696589693854
131	7.9	8.7605526721935	-3.86975905097922	10.9092063787857	0.860552672193508
132	5.6	7.37399090847977	-7.087994245929	10.9140033374492	1.77399090847977
133	3.4	2.92695132617236	-7.04575162228513	10.9188002961128	-0.473048673827636
134	4.8	5.06215677572926	-6.38322225665929	10.9210654809300	0.262156775729261
135	6.5	5.7173630512608	-3.64069371700808	10.9233306657473	-0.782636948739203
136	8.5	6.80486253928662	-0.68984058633353	10.8849780470469	-1.69513746071338
137	15.1	16.0873616775714	3.26601289408206	10.8466254283465	0.9873616775714
138	15.7	14.8883164480942	5.66134505445582	10.8503384974500	-0.811683551905787
139	18.7	18.8542725089668	7.69167592447984	10.8540515665534	0.154272508966759
140	19.2	19.8516497488264	7.60015538826729	10.9481948629063	0.651649748826374
141	12.9	10.5690273844280	4.1886344563127	11.0423381592593	-2.33097261557197
142	14.4	17.3656656626629	0.309437791902503	11.1248965454346	2.96566566266288
143	6.2	5.06230411936926	-3.86975905097922	11.2074549316100	-1.13769588063074
144	3.3	2.46735866409027	-7.087994245929	11.2206355818387	-0.832641335909731
145	4.6	5.01193539021762	-7.04575162228513	11.2338162320675	0.41193539021762
146	7.2	9.57772741687301	-6.38322225665929	11.2054948397863	2.37772741687301
147	7.8	8.06352026950304	-3.64069371700808	11.1771734475050	0.263520269503044
148	9.9	9.34562739158302	-0.68984058633353	11.1442131947505	-0.554372608416983
149	13.6	12.8227341639219	3.26601289408206	11.111252941996	-0.777265836078055
150	17.1	17.4908367632695	5.66134505445582	11.0478181822747	0.390836763269467
151	17.8	16.9239406529667	7.69167592447984	10.9843834225534	-0.87605934703328
152	18.6	18.6955890257975	7.60015538826729	10.9042555859353	0.095589025797457
153	14.7	14.3872377943702	4.1886344563127	10.8241277493171	-0.312762205629767
154	10.5	9.85789574709687	0.309437791902503	10.8326664610006	-0.642104252903128
155	8.6	10.2285538782950	-3.86975905097922	10.8412051726842	1.62855387829504
156	4.4	4.93839484432259	-7.087994245929	10.9495994016064	0.538394844322594
157	2.3	0.587757991756484	-7.04575162228513	11.0579936305286	-1.71224200824352
158	2.8	0.833275811191734	-6.38322225665929	11.1499464454676	-1.96672418880827
159	8.8	9.99879445660163	-3.64069371700808	11.2418992604065	1.19879445660163
160	10.7	10.8329263255529	-0.68984058633353	11.2569142607806	0.132926325552930
161	13.9	13.2620578447632	3.26601289408206	11.2719292611547	-0.637942155236807
162	19.3	21.6645564416929	5.66134505445582	11.2740985038513	2.3645564416929
163	19.5	20.0320563289723	7.69167592447984	11.2762677465478	0.53205632897234
164	20.4	21.9227100094246	7.60015538826729	11.2771346023081	1.52271000942461
165	15.3	15.1333640856189	4.1886344563127	11.2780014580684	-0.166635914381072
166	7.9	4.30142705883482	0.309437791902503	11.1891351492627	-3.59857294116518
167	8.3	9.36949021052225	-3.86975905097922	11.1002688404570	1.06949021052225
168	4.5	5.11779265115718	-7.087994245929	10.9702015947718	0.617792651157178
169	3.2	2.60561727319845	-7.04575162228513	10.8401343490867	-0.59438272680155
170	5	5.59847752788914	-6.38322225665929	10.7847447287701	0.598477527889145
171	6.6	6.11133860855448	-3.64069371700808	10.7293551084536	-0.488661391445524
172	11.1	12.1425928286612	-0.68984058633353	10.7472477576723	1.04259282866123
173	12.8	11.5688466990269	3.26601289408206	10.765140406891	-1.23115330097306
174	16.3	16.1920495598058	5.66134505445582	10.7466053857384	-0.107950440194184
175	17.4	16.3802537109344	7.69167592447984	10.7280703645857	-1.01974628906557
176	18.9	19.5033534185588	7.60015538826729	10.6964911931739	0.603353418558761
177	15.8	16.7464535219251	4.1886344563127	10.6649120217622	0.94645352192514
178	11.7	12.4158589678228	0.309437791902503	10.6747032402746	0.715858967822847
179	6.4	5.98526459219208	-3.86975905097922	10.6844944587871	-0.414735407807916
180	2.9	2.16669989018645	-7.087994245929	10.7212943557426	-0.733300109813547
181	4.7	5.68765736958717	-7.04575162228513	10.7580942526980	0.987657369587165
182	2.4	0.395768565853549	-6.38322225665929	10.7874536908057	-2.00423143414645
183	7.2	7.22388058809457	-3.64069371700808	10.8168131289135	0.0238805880945723
184	10.7	11.2187688689535	-0.68984058633353	10.8710717173800	0.518768868953551
185	13.4	12.6086568000715	3.26601289408206	10.9253303058464	-0.791343199928514
186	18.5	20.3999165791915	5.66134505445582	10.9387383663526	1.89991657919155
187	18.3	17.9561776486613	7.69167592447984	10.9521464268588	-0.343822351338655
188	16.8	15.1525043488412	7.60015538826729	10.8473402628915	-1.64749565115876
189	16.6	18.2688314447632	4.1886344563127	10.7425340989241	1.66883144476319
190	14.1	17.2695304929582	0.309437791902503	10.6210317151393	3.16953049295819
191	6.1	5.57022971962473	-3.86975905097922	10.4995293313545	-0.529770280375272
192	3.5	3.59872837782706	-7.087994245929	10.4892658681020	0.0987283778270562
193	1.7	-0.0332507825642765	-7.04575162228513	10.4790024048494	-1.73325078256428
194	2.3	0.418149473470046	-6.38322225665929	10.5650727831892	-1.88185052652995
195	4.5	1.98955055547901	-3.64069371700808	10.6511431615291	-2.51044944452099
196	9.3	8.4575975252842	-0.68984058633353	10.8322430610493	-0.842402474715803
197	14.2	14.1206441453483	3.26601289408206	11.0133429605696	-0.0793558546516557
198	17.3	17.5905640173390	5.66134505445582	11.3480909282051	0.290564017339044
199	23	26.6254851796795	7.69167592447984	11.6828388958407	3.62548517967947
200	16.3	12.9515523330178	7.60015538826729	12.0482922787149	-3.34844766698222
201	18.4	20.1976198820981	4.1886344563127	12.4137456615892	1.79761988209813
202	14.2	15.4564995605334	0.309437791902503	12.6340626475641	1.25649956053339
203	9.1	9.21537941744018	-3.86975905097922	12.8543796335390	0.115379417440183
204	5.9	6.05982308392201	-7.087994245929	12.828171162007	0.159823083922007
205	7.2	8.64378893181017	-7.04575162228513	12.8019626904750	1.44378893181017
206	6.8	7.3923955513986	-6.38322225665929	12.5908267052607	0.592395551398598
207	8	7.26100299696166	-3.64069371700808	12.3796907200464	-0.738997003038335
208	14.3	17.1916102068722	-0.68984058633353	12.0982303794613	2.89161020687219
209	14.6	14.1172170670417	3.26601289408206	11.8167700388763	-0.482782932958333
210	17.5	17.7285951726432	5.66134505445582	11.6100597729010	0.228595172643152
211	17.2	15.3049745685944	7.69167592447984	11.4033495069258	-1.89502543140563
212	17.2	15.5341290187251	7.60015538826729	11.2657155930076	-1.66587098127492
213	14.1	12.8832838645978	4.1886344563127	11.1280816790895	-1.21671613540216
214	10.5	9.63283776662418	0.309437791902503	11.0577244414733	-0.867162233375815
215	6.8	6.48239184712206	-3.86975905097922	10.9873672038572	-0.317608152877943
216	4.1	4.28895751725443	-7.087994245929	10.9990367286746	0.188957517254435
217	6.5	9.03504536879315	-7.04575162228513	11.0107062534920	2.53504536879315
218	6.1	7.54743850985838	-6.38322225665929	11.0357837468009	1.44743850985838
219	6.3	5.17983247689826	-3.64069371700808	11.0608612401098	-1.12016752310174
220	9.3	8.28879447428069	-0.68984058633353	11.0010461120528	-1.01120552571931
221	16.4	18.5927561219221	3.26601289408206	10.9412309839959	2.19275612192207
222	16.1	15.7658707243070	5.66134505445582	10.7727842212371	-0.33412927569297
223	18	17.7039866170417	7.69167592447984	10.6043374584784	-0.296013382958273
224	17.6	17.1511652234753	7.60015538826729	10.4486793882574	-0.448834776524658
225	14	13.518344225651	4.1886344563127	10.2930213180363	-0.481655774349003
226	10.5	10.4162903511783	0.309437791902503	10.2742718569192	-0.0837096488217473
227	6.9	7.41423665517704	-3.86975905097922	10.2555223958022	0.514236655177038
228	2.8	2.37678730757095	-7.087994245929	10.3112069383581	-0.423212692429054
229	0.7	-1.92113985862881	-7.04575162228513	10.3668914809139	-2.62113985862881
230	3.6	3.09767602161974	-6.38322225665929	10.4855462350395	-0.502323978380256
231	6.7	6.43649272784294	-3.64069371700808	10.6042009891651	-0.263507272157064
232	12.5	14.9306536609882	-0.68984058633353	10.7591869253453	2.43065366098824
233	14.4	14.6198142443925	3.26601289408206	10.9141728615254	0.219814244392499
234	16.5	16.2828026503501	5.66134505445582	11.0558522951941	-0.217197349649883
235	18.7	18.5107923466575	7.69167592447984	11.1975317288627	-0.189207653342534
236	19.4	19.8644799315338	7.60015538826729	11.3353646801989	0.464479931533766
237	15.8	15.9381679121521	4.1886344563127	11.4731976315352	0.138167912152111
238	11.3	10.6850171066555	0.309437791902503	11.6055451014420	-0.614982893344465
239	9.7	11.5318664796305	-3.86975905097922	11.7378925713487	1.83186647963049
240	2.9	1.02360266308950	-7.087994245929	11.8643915828395	-1.8763973369105

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

PDF link

Figure 4

PNG link

Postscript link

PDF link

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')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code