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*The author of this computation has been verified*

R Software Module

rwasp_decomposeloess.wasp

Title produced by software

Decomposition by Loess

Date of computation

Fri, 15 Dec 2017 12:15:49 +0100

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/2017/Dec/15/t1513336597fc4qdqimybgtw4i.htm/, Retrieved Wed, 15 May 2024 07:10:17 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309653, Retrieved Wed, 15 May 2024 07:10:17 +0000

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

-       [Decomposition by Loess] [] [2017-12-15 11:15:49] [1fb90e819e5b19aec9e872ea972cd63e] [Current]

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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	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time3 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309653&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

3 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=309653&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309653&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	Big Analytics Cloud Computing Center

Seasonal Decomposition by Loess - Parameters
Component	Window	Degree	Jump
Seasonal	2121	0	213
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 & 2121 & 0 & 213 \tabularnewline
Trend & 19 & 1 & 2 \tabularnewline
Low-pass & 13 & 1 & 2 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309653&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]2121[/C][C]0[/C][C]213[/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=309653&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309653&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	2121	0	213
Trend	19	1	2
Low-pass	13	1	2

Seasonal Decomposition by Loess - Time Series Components
t	Observed	Fitted	Seasonal	Trend	Remainder
1	58.4	57.3157985811985	-5.38650772973468	64.8707091485362	-1.08420141880151
2	64.8	67.5374572473148	-3.4837246745221	65.5462674272073	2.73745724731482
3	73.8	72.9702254549509	8.40794883917066	66.2218257058784	-0.829774545049048
4	65	63.328038403024	-0.238446530725028	66.910408127701	-1.67196159697598
5	73	78.4858529378656	-0.0848434873891901	67.5989905495236	5.48585293786556
6	71.1	66.957995747323	6.94834006522595	68.2936641874511	-4.14200425267703
7	58.2	55.2968058731598	-7.88514369853833	68.9883378253785	-2.90319412684019
8	64	67.0505713474241	-8.71411065031845	69.6635393028943	3.05057134742411
9	75	73.1871507843061	6.47410843528376	70.3387407804101	-1.81284921569392
10	74.9	72.5122921478297	6.33911963539618	70.9485882167742	-2.38770785217034
11	75	78.0727293500615	0.368834996800296	71.5584356531382	3.07272935006154
12	68.3	67.2998505063036	-2.7455751549445	72.0457246486409	-1.00014949369644
13	72.5	77.853494085591	-5.38650772973468	72.5330136441437	5.35349408559095
14	72.4	75.4482424787249	-3.4837246745221	72.8354821957972	3.04824247872493
15	79.6	77.6541004133787	8.40794883917066	73.1379507474506	-1.94589958662131
16	70.7	68.4957521801765	-0.238446530725028	73.1426943505486	-2.20424781982354
17	76.4	79.7374055337427	-0.0848434873891901	73.1474379536465	3.33740553374271
18	79.7	79.4886966425327	6.94834006522595	72.9629632922414	-0.211303357467344
19	64.2	63.506655067702	-7.88514369853833	72.7784886308363	-0.693344932297961
20	67.9	71.912669193968	-8.71411065031845	72.6014414563505	4.01266919396795
21	74.1	69.3014972828515	6.47410843528376	72.4243942818647	-4.79850271714849
22	78.5	78.2997123078039	6.33911963539618	72.3611680567999	-0.200287692196113
23	73.4	74.1332231714646	0.368834996800296	72.2979418317351	0.733223171464587
24	65.4	61.264549179718	-2.7455751549445	72.2810259752266	-4.13545082028205
25	69.9	72.9223976110167	-5.38650772973468	72.264110118718	3.0223976110167
26	69.6	70.3250583032042	-3.4837246745221	72.3586663713179	0.725058303204207
27	76.8	72.7388285369115	8.40794883917066	72.4532226239178	-4.06117146308847
28	75.6	78.8233948442865	-0.238446530725028	72.6150516864385	3.22339484428653
29	74	75.30796273843	-0.0848434873891901	72.7768807489592	1.30796273843002
30	76	72.0875365033952	6.94834006522595	72.9641234313788	-3.91246349660477
31	68.1	70.9337775847398	-7.88514369853833	73.1513661137985	2.83377758473983
32	65.5	66.3995296475245	-8.71411065031845	73.3145810027939	0.899529647524503
33	76.9	73.8480956729268	6.47410843528376	73.4777958917894	-3.05190432707316
34	81.7	83.4975512520889	6.33911963539618	73.5633291125149	1.79755125208889
35	73.6	73.1823026699592	0.368834996800296	73.6488623332404	-0.417697330040752
36	68.7	66.459994407957	-2.7455751549445	73.6855807469875	-2.24000559204296
37	73.3	78.2642085690002	-5.38650772973468	73.7222991607345	4.96420856900018
38	71.5	72.6879825833838	-3.4837246745221	73.7957420911383	1.18798258338379
39	78.3	74.3228661392872	8.40794883917066	73.8691850215421	-3.9771338607128
40	76.5	79.2452119012389	-0.238446530725028	73.9932346294861	2.7452119012389
41	71.8	69.5675592499591	-0.0848434873891901	74.1172842374301	-2.23244075004092
42	77.6	73.9276191918805	6.94834006522595	74.3240407428935	-3.67238080811946
43	70	73.3543464501814	-7.88514369853833	74.5307972483569	3.35434645018144
44	64	61.8086005734952	-8.71411065031845	74.9055100768233	-2.19139942650484
45	81.3	80.8456686594265	6.47410843528376	75.2802229052897	-0.454331340573461
46	82.5	82.8406087460698	6.33911963539618	75.820271618534	0.340608746069819
47	73.1	69.4708446714214	0.368834996800296	76.3603203317783	-3.62915532857861
48	78.1	81.9490461543016	-2.7455751549445	76.9965290006429	3.84904615430162
49	70.7	69.1537700602272	-5.38650772973468	77.6327376695075	-1.5462299397728
50	74.9	74.9540621114392	-3.4837246745221	78.329662563083	0.0540621114391513
51	88	88.5654637041709	8.40794883917066	79.0265874566585	0.565463704170881
52	81.3	83.0762680561194	-0.238446530725028	79.7621784746056	1.77626805611942
53	75.7	70.9870739948364	-0.0848434873891901	80.4977694925528	-4.71292600516357
54	89.8	91.4241391417359	6.94834006522595	81.2275207930381	1.62413914173592
55	74.6	75.1278716050148	-7.88514369853833	81.9572720935235	0.527871605014838
56	74.9	75.9928038889393	-8.71411065031845	82.5213067613791	1.09280388893933
57	90	90.4405501354815	6.47410843528376	83.0853414292348	0.440550135481459
58	88.1	86.4189562333886	6.33911963539618	83.4419241312152	-1.68104376661135
59	84.9	85.6326581700042	0.368834996800296	83.7985068331955	0.732658170004157
60	87.7	94.1975719358492	-2.7455751549445	83.9480032190953	6.49757193584921
61	80.5	82.2890081247396	-5.38650772973468	84.0974996049951	1.78900812473962
62	79	77.3838911161839	-3.4837246745221	84.0998335583382	-1.61610888381614
63	89.9	87.2898836491479	8.40794883917066	84.1021675116814	-2.61011635085208
64	86.3	88.7135313766102	-0.238446530725028	84.1249151541148	2.41353137661022
65	81.1	78.137180690841	-0.0848434873891901	84.1476627965482	-2.96281930915897
66	92.4	93.4856072477647	6.94834006522595	84.3660526870094	1.0856072477647
67	71.8	66.9007011210678	-7.88514369853833	84.5844425774705	-4.89929887893221
68	76.1	75.8735849914301	-8.71411065031845	85.0405256588883	-0.226415008569887
69	92.5	93.0292828244101	6.47410843528376	85.4966087403061	0.529282824410132
70	87	81.601996053355	6.33911963539618	86.0588843112488	-5.39800394664498
71	89.5	92.0100051210082	0.368834996800296	86.6211598821915	2.51000512100822
72	88.7	92.9644209004695	-2.7455751549445	87.181154254475	4.26442090046955
73	83.8	85.2453591029762	-5.38650772973468	87.7411486267584	1.44535910297624
74	84.9	85.0304808189896	-3.4837246745221	88.2532438555325	0.130480818989639
75	99	100.826712076523	8.40794883917066	88.7653390843065	1.82671207652284
76	84.6	80.1931314787802	-0.238446530725028	89.2453150519449	-4.40686852121983
77	92.7	95.759552467806	-0.0848434873891901	89.7252910195832	3.05955246780597
78	97.6	98.0483029585238	6.94834006522595	90.2033569762502	0.44830295852384
79	78	73.2037207656212	-7.88514369853833	90.6814229329172	-4.79627923437884
80	81.9	81.3414574240273	-8.71411065031845	91.1726532262912	-0.558542575972737
81	96.5	94.862008045051	6.47410843528376	91.6638835196652	-1.63799195494897
82	99.9	101.292752940886	6.33911963539618	92.1681274237183	1.39275294088554
83	96.2	99.3587936754284	0.368834996800296	92.6723713277713	3.15879367542836
84	90.5	90.4804105110989	-2.7455751549445	93.2651646438456	-0.0195894889010901
85	91.4	94.3285497698149	-5.38650772973468	93.8579579599198	2.92854976981485
86	89.7	88.4034951107363	-3.4837246745221	94.4802295637858	-1.2965048892637
87	102.7	101.889549993178	8.40794883917066	95.1025011676518	-0.81045000682245
88	91.5	87.5746126738542	-0.238446530725028	95.6638338568708	-3.92538732614578
89	96.2	96.2596769412994	-0.0848434873891901	96.2251665460898	0.0596769412993865
90	104.5	105.201189328982	6.94834006522595	96.8504706057923	0.701189328981783
91	90.3	91.0093690330436	-7.88514369853833	97.4757746654947	0.7093690330436
92	90.3	91.0972132159021	-8.71411065031845	98.2168974344163	0.797213215902119
93	100.4	95.3678713613783	6.47410843528376	98.9580202033379	-5.0321286386217
94	111.3	116.575983590862	6.33911963539618	99.6848967737422	5.2759835908616
95	101.3	101.819391659053	0.368834996800296	100.411773344146	0.519391659053213
96	94.4	90.5847626450707	-2.7455751549445	100.960812509874	-3.81523735492928
97	100.4	104.676656054134	-5.38650772973468	101.509851675601	4.27665605413358
98	102	105.611683861357	-3.4837246745221	101.872040813165	3.61168386135699
99	104.3	97.9578212101002	8.40794883917066	102.234229950729	-6.34217878989979
100	108.8	115.604584169259	-0.238446530725028	102.233862361466	6.8045841692588
101	101.3	100.451348715186	-0.0848434873891901	102.233494772203	-0.848651284814125
102	108.9	109.239682578354	6.94834006522595	101.61197735642	0.339682578353646
103	98.5	103.894683757901	-7.88514369853833	100.990459940638	5.39468375790082
104	88.8	86.5560242373907	-8.71411065031845	99.7580864129277	-2.24397576260928
105	111.8	118.600178679498	6.47410843528376	98.5257128852179	6.8001786794983
106	109.6	115.804324060622	6.33911963539618	97.0565563039819	6.20432406062187
107	92.5	89.0437652804538	0.368834996800296	95.5873997227459	-3.45623471954625
108	94.5	97.5724894740068	-2.7455751549445	94.1730856809377	3.07248947400676
109	80.8	74.2277360906051	-5.38650772973468	92.7587716391295	-6.57226390939488
110	83.7	79.2866066668853	-3.4837246745221	91.5971180076368	-4.41339333311467
111	94.2	89.5565867846853	8.40794883917066	90.435464376144	-4.64341321531467
112	86.2	82.8793218414902	-0.238446530725028	89.7591246892349	-3.32067815850982
113	89	89.0020584850635	-0.0848434873891901	89.0827850023257	0.00205848506350037
114	94.7	93.323639099993	6.94834006522595	89.1280208347811	-1.37636090000701
115	81.9	82.5118870313019	-7.88514369853833	89.1732566672364	0.61188703130189
116	80.2	79.2824192272312	-8.71411065031845	89.8316914230873	-0.917580772768815
117	96.5	96.0357653857781	6.47410843528376	90.4901261789381	-0.464234614221851
118	95.6	93.4884848885035	6.33911963539618	91.3723954761003	-2.11151511149653
119	91.9	91.1765002299371	0.368834996800296	92.2546647732626	-0.723499770062901
120	89.9	89.3065745958665	-2.7455751549445	93.2390005590781	-0.593425404133541
121	86.3	83.7631713848412	-5.38650772973468	94.2233363448935	-2.53682861515883
122	94	96.2143261717502	-3.4837246745221	95.2693985027719	2.2143261717502
123	108	111.276590500179	8.40794883917066	96.3154606606503	3.27659050017904
124	96.3	95.4628658374139	-0.238446530725028	97.3755806933111	-0.837134162586068
125	94.6	90.8491427614173	-0.0848434873891901	98.4357007259719	-3.75085723858268
126	111.7	117.030777070578	6.94834006522595	99.4208828641962	5.33077707057785
127	92	91.4790786961178	-7.88514369853833	100.406065002421	-0.520921303882204
128	91.9	91.1299683248767	-8.71411065031845	101.384142325442	-0.770031675123292
129	109.2	109.563671916253	6.47410843528376	102.362219648463	0.363671916253281
130	106.8	103.99383205486	6.33911963539618	103.267048309744	-2.80616794514039
131	105.8	107.059288032174	0.368834996800296	104.171876971025	1.25928803217425
132	103.6	105.184929469962	-2.7455751549445	104.760645684982	1.58492946996213
133	97.6	95.2370933307954	-5.38650772973468	105.349414398939	-2.36290666920461
134	102.8	103.391228264119	-3.4837246745221	105.692496410403	0.591228264118669
135	124.8	135.156472738962	8.40794883917066	106.035578421868	10.3564727389617
136	103.9	101.907952388904	-0.238446530725028	106.130494141821	-1.99204761109566
137	112.2	118.259433625615	-0.0848434873891901	106.225409861774	6.0594336256154
138	108.5	103.980311812042	6.94834006522595	106.071348122732	-4.51968818795838
139	92.4	86.7678573148473	-7.88514369853833	105.917286383691	-5.63214268515273
140	101.1	105.212104831381	-8.71411065031845	105.702005818937	4.11210483138144
141	114.9	117.839166310533	6.47410843528376	105.486725254183	2.93916631053331
142	106.4	101.194704340343	6.33911963539618	105.266176024261	-5.20529565965685
143	104	102.585538208861	0.368834996800296	105.045626794338	-1.41446179113872
144	101.6	100.960881849083	-2.7455751549445	104.984693305862	-0.639118150917255
145	99.4	99.2627479123496	-5.38650772973468	104.923759817385	-0.137252087650396
146	102.3	103.154263525134	-3.4837246745221	104.929461149388	0.854263525134229
147	121.3	129.256888679439	8.40794883917066	104.935162481391	7.95688867943866
148	99.3	93.9157883406861	-0.238446530725028	104.922658190039	-5.38421165931388
149	102.9	100.974689588702	-0.0848434873891901	104.910153898687	-1.92531041129793
150	111.4	111.143290471686	6.94834006522595	104.708369463088	-0.256709528313905
151	98.5	100.37855867105	-7.88514369853833	104.506585027489	1.87855867104953
152	98.5	101.535486974909	-8.71411065031845	104.17862367541	3.03548697490876
153	108.5	106.675229241386	6.47410843528376	103.850662323331	-1.82477075861432
154	112.1	114.100844087716	6.33911963539618	103.760036276887	2.00084408771637
155	105.3	106.561754772755	0.368834996800296	103.669410230444	1.26175477275538
156	95.2	89.3310589264997	-2.7455751549445	103.814516228445	-5.86894107350027
157	98.2	97.8268855032895	-5.38650772973468	103.959622226445	-0.373114496710542
158	96.6	92.5642421631361	-3.4837246745221	104.119482511386	-4.03575783686392
159	109.6	106.512708364503	8.40794883917066	104.279342796327	-3.08729163549749
160	108	111.674109597071	-0.238446530725028	104.564336933654	3.67410959707142
161	106.7	108.635512416409	-0.0848434873891901	104.84933107098	1.9355124164088
162	111.5	110.838972278408	6.94834006522595	105.212687656366	-0.661027721591921
163	104.5	111.309099456787	-7.88514369853833	105.576044241752	6.8090994567868
164	94.3	91.4368998717513	-8.71411065031845	105.877210778567	-2.86310012824866
165	109.6	106.547514249334	6.47410843528376	106.178377315383	-3.05248575066646
166	116.4	120.099393097831	6.33911963539618	106.361487266773	3.69939309783119
167	106.5	106.086567785037	0.368834996800296	106.544597218163	-0.413432214962853
168	100.5	97.0543926657381	-2.7455751549445	106.691182489206	-3.44560733426187
169	101.7	101.948739969485	-5.38650772973468	106.83776776025	0.248739969484504
170	104.1	104.613871518002	-3.4837246745221	107.06985315652	0.513871518001764
171	112.3	108.890112608039	8.40794883917066	107.301938552791	-3.40988739196118
172	111.2	115.035470382664	-0.238446530725028	107.602976148061	3.83547038266397
173	108.2	108.580829744058	-0.0848434873891901	107.904013743332	0.380829744057607
174	115.1	115.162109381476	6.94834006522595	108.089550553298	0.0621093814762617
175	102.3	104.210056335274	-7.88514369853833	108.275087363264	1.91005633527435
176	93.6	87.5912233353456	-8.71411065031845	108.322887314973	-6.00877666465439
177	120.6	126.355204298035	6.47410843528376	108.370687266682	5.75520429803456
178	118.4	122.098171370578	6.33911963539618	108.362708994026	3.69817137057791
179	106.6	104.47643428183	0.368834996800296	108.35473072137	-2.12356571817045
180	105.3	104.997371644431	-2.7455751549445	108.348203510514	-0.302628355569155
181	101.5	100.044831430077	-5.38650772973468	108.341676299657	-1.45516856992251
182	100.1	95.302822192478	-3.4837246745221	108.380902482044	-4.79717780752202
183	119.5	122.171922496398	8.40794883917066	108.420128664431	2.67192249639827
184	111.2	114.105659781565	-0.238446530725028	108.53278674916	2.90565978156545
185	103.7	98.8393986535011	-0.0848434873891901	108.645444833888	-4.86060134649891
186	117.8	119.829672899921	6.94834006522595	108.821987034853	2.02967289992097
187	101.7	102.28661446272	-7.88514369853833	108.998529235818	0.586614462720277
188	97.4	94.3299307356876	-8.71411065031845	109.184179914631	-3.07006926431242
189	120	124.156060971273	6.47410843528376	109.369830593444	4.15606097127254
190	117	118.075030442796	6.33911963539618	109.585849921807	1.0750304427964
191	110.6	111.029295753029	0.368834996800296	109.801869250171	0.429295753028583
192	105.3	103.274637225177	-2.7455751549445	110.070937929767	-2.02536277482264
193	100.9	96.8465011203715	-5.38650772973468	110.340006609363	-4.05349887962849
194	108.1	109.165818355535	-3.4837246745221	110.517906318987	1.06581835553497
195	119.3	119.496245132218	8.40794883917066	110.695806028611	0.196245132218252
196	113	115.392410037524	-0.238446530725028	110.846036493201	2.39241003752365
197	108.6	106.288576529598	-0.0848434873891901	110.996266957792	-2.31142347040249
198	123.3	128.353572311056	6.94834006522595	111.298087623718	5.05357231105594
199	101.4	99.0852354088938	-7.88514369853833	111.599908289645	-2.3147645911062
200	103.5	103.758499890375	-8.71411065031845	111.955610759943	0.258499890375347
201	119.4	120.014578334475	6.47410843528376	112.311313230242	0.614578334474572
202	113.1	107.243114910231	6.33911963539618	112.617765454372	-5.85688508976861
203	112	110.706947324697	0.368834996800296	112.924217678503	-1.29305267530347
204	115.8	121.056678813897	-2.7455751549445	113.288896341047	5.25667881389735
205	105.4	102.532932726144	-5.38650772973468	113.653575003591	-2.86706727385643
206	110.9	111.245794728143	-3.4837246745221	114.037929946379	0.345794728143176
207	128.5	134.169766271663	8.40794883917066	114.422284889167	5.66976627166258
208	109	103.417221190242	-0.238446530725028	114.821225340483	-5.58277880975753
209	117.2	119.264677695591	-0.0848434873891901	115.220165791798	2.06467769559086
210	124.4	126.233242254353	6.94834006522595	115.618417680421	1.83324225435265
211	104.7	101.268474129494	-7.88514369853833	116.016669569044	-3.43152587050614
212	108.6	109.505538674091	-8.71411065031845	116.408571976227	0.905538674090991

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Time Series Components \tabularnewline
t & Observed & Fitted & Seasonal & Trend & Remainder \tabularnewline
1 & 58.4 & 57.3157985811985 & -5.38650772973468 & 64.8707091485362 & -1.08420141880151 \tabularnewline
2 & 64.8 & 67.5374572473148 & -3.4837246745221 & 65.5462674272073 & 2.73745724731482 \tabularnewline
3 & 73.8 & 72.9702254549509 & 8.40794883917066 & 66.2218257058784 & -0.829774545049048 \tabularnewline
4 & 65 & 63.328038403024 & -0.238446530725028 & 66.910408127701 & -1.67196159697598 \tabularnewline
5 & 73 & 78.4858529378656 & -0.0848434873891901 & 67.5989905495236 & 5.48585293786556 \tabularnewline
6 & 71.1 & 66.957995747323 & 6.94834006522595 & 68.2936641874511 & -4.14200425267703 \tabularnewline
7 & 58.2 & 55.2968058731598 & -7.88514369853833 & 68.9883378253785 & -2.90319412684019 \tabularnewline
8 & 64 & 67.0505713474241 & -8.71411065031845 & 69.6635393028943 & 3.05057134742411 \tabularnewline
9 & 75 & 73.1871507843061 & 6.47410843528376 & 70.3387407804101 & -1.81284921569392 \tabularnewline
10 & 74.9 & 72.5122921478297 & 6.33911963539618 & 70.9485882167742 & -2.38770785217034 \tabularnewline
11 & 75 & 78.0727293500615 & 0.368834996800296 & 71.5584356531382 & 3.07272935006154 \tabularnewline
12 & 68.3 & 67.2998505063036 & -2.7455751549445 & 72.0457246486409 & -1.00014949369644 \tabularnewline
13 & 72.5 & 77.853494085591 & -5.38650772973468 & 72.5330136441437 & 5.35349408559095 \tabularnewline
14 & 72.4 & 75.4482424787249 & -3.4837246745221 & 72.8354821957972 & 3.04824247872493 \tabularnewline
15 & 79.6 & 77.6541004133787 & 8.40794883917066 & 73.1379507474506 & -1.94589958662131 \tabularnewline
16 & 70.7 & 68.4957521801765 & -0.238446530725028 & 73.1426943505486 & -2.20424781982354 \tabularnewline
17 & 76.4 & 79.7374055337427 & -0.0848434873891901 & 73.1474379536465 & 3.33740553374271 \tabularnewline
18 & 79.7 & 79.4886966425327 & 6.94834006522595 & 72.9629632922414 & -0.211303357467344 \tabularnewline
19 & 64.2 & 63.506655067702 & -7.88514369853833 & 72.7784886308363 & -0.693344932297961 \tabularnewline
20 & 67.9 & 71.912669193968 & -8.71411065031845 & 72.6014414563505 & 4.01266919396795 \tabularnewline
21 & 74.1 & 69.3014972828515 & 6.47410843528376 & 72.4243942818647 & -4.79850271714849 \tabularnewline
22 & 78.5 & 78.2997123078039 & 6.33911963539618 & 72.3611680567999 & -0.200287692196113 \tabularnewline
23 & 73.4 & 74.1332231714646 & 0.368834996800296 & 72.2979418317351 & 0.733223171464587 \tabularnewline
24 & 65.4 & 61.264549179718 & -2.7455751549445 & 72.2810259752266 & -4.13545082028205 \tabularnewline
25 & 69.9 & 72.9223976110167 & -5.38650772973468 & 72.264110118718 & 3.0223976110167 \tabularnewline
26 & 69.6 & 70.3250583032042 & -3.4837246745221 & 72.3586663713179 & 0.725058303204207 \tabularnewline
27 & 76.8 & 72.7388285369115 & 8.40794883917066 & 72.4532226239178 & -4.06117146308847 \tabularnewline
28 & 75.6 & 78.8233948442865 & -0.238446530725028 & 72.6150516864385 & 3.22339484428653 \tabularnewline
29 & 74 & 75.30796273843 & -0.0848434873891901 & 72.7768807489592 & 1.30796273843002 \tabularnewline
30 & 76 & 72.0875365033952 & 6.94834006522595 & 72.9641234313788 & -3.91246349660477 \tabularnewline
31 & 68.1 & 70.9337775847398 & -7.88514369853833 & 73.1513661137985 & 2.83377758473983 \tabularnewline
32 & 65.5 & 66.3995296475245 & -8.71411065031845 & 73.3145810027939 & 0.899529647524503 \tabularnewline
33 & 76.9 & 73.8480956729268 & 6.47410843528376 & 73.4777958917894 & -3.05190432707316 \tabularnewline
34 & 81.7 & 83.4975512520889 & 6.33911963539618 & 73.5633291125149 & 1.79755125208889 \tabularnewline
35 & 73.6 & 73.1823026699592 & 0.368834996800296 & 73.6488623332404 & -0.417697330040752 \tabularnewline
36 & 68.7 & 66.459994407957 & -2.7455751549445 & 73.6855807469875 & -2.24000559204296 \tabularnewline
37 & 73.3 & 78.2642085690002 & -5.38650772973468 & 73.7222991607345 & 4.96420856900018 \tabularnewline
38 & 71.5 & 72.6879825833838 & -3.4837246745221 & 73.7957420911383 & 1.18798258338379 \tabularnewline
39 & 78.3 & 74.3228661392872 & 8.40794883917066 & 73.8691850215421 & -3.9771338607128 \tabularnewline
40 & 76.5 & 79.2452119012389 & -0.238446530725028 & 73.9932346294861 & 2.7452119012389 \tabularnewline
41 & 71.8 & 69.5675592499591 & -0.0848434873891901 & 74.1172842374301 & -2.23244075004092 \tabularnewline
42 & 77.6 & 73.9276191918805 & 6.94834006522595 & 74.3240407428935 & -3.67238080811946 \tabularnewline
43 & 70 & 73.3543464501814 & -7.88514369853833 & 74.5307972483569 & 3.35434645018144 \tabularnewline
44 & 64 & 61.8086005734952 & -8.71411065031845 & 74.9055100768233 & -2.19139942650484 \tabularnewline
45 & 81.3 & 80.8456686594265 & 6.47410843528376 & 75.2802229052897 & -0.454331340573461 \tabularnewline
46 & 82.5 & 82.8406087460698 & 6.33911963539618 & 75.820271618534 & 0.340608746069819 \tabularnewline
47 & 73.1 & 69.4708446714214 & 0.368834996800296 & 76.3603203317783 & -3.62915532857861 \tabularnewline
48 & 78.1 & 81.9490461543016 & -2.7455751549445 & 76.9965290006429 & 3.84904615430162 \tabularnewline
49 & 70.7 & 69.1537700602272 & -5.38650772973468 & 77.6327376695075 & -1.5462299397728 \tabularnewline
50 & 74.9 & 74.9540621114392 & -3.4837246745221 & 78.329662563083 & 0.0540621114391513 \tabularnewline
51 & 88 & 88.5654637041709 & 8.40794883917066 & 79.0265874566585 & 0.565463704170881 \tabularnewline
52 & 81.3 & 83.0762680561194 & -0.238446530725028 & 79.7621784746056 & 1.77626805611942 \tabularnewline
53 & 75.7 & 70.9870739948364 & -0.0848434873891901 & 80.4977694925528 & -4.71292600516357 \tabularnewline
54 & 89.8 & 91.4241391417359 & 6.94834006522595 & 81.2275207930381 & 1.62413914173592 \tabularnewline
55 & 74.6 & 75.1278716050148 & -7.88514369853833 & 81.9572720935235 & 0.527871605014838 \tabularnewline
56 & 74.9 & 75.9928038889393 & -8.71411065031845 & 82.5213067613791 & 1.09280388893933 \tabularnewline
57 & 90 & 90.4405501354815 & 6.47410843528376 & 83.0853414292348 & 0.440550135481459 \tabularnewline
58 & 88.1 & 86.4189562333886 & 6.33911963539618 & 83.4419241312152 & -1.68104376661135 \tabularnewline
59 & 84.9 & 85.6326581700042 & 0.368834996800296 & 83.7985068331955 & 0.732658170004157 \tabularnewline
60 & 87.7 & 94.1975719358492 & -2.7455751549445 & 83.9480032190953 & 6.49757193584921 \tabularnewline
61 & 80.5 & 82.2890081247396 & -5.38650772973468 & 84.0974996049951 & 1.78900812473962 \tabularnewline
62 & 79 & 77.3838911161839 & -3.4837246745221 & 84.0998335583382 & -1.61610888381614 \tabularnewline
63 & 89.9 & 87.2898836491479 & 8.40794883917066 & 84.1021675116814 & -2.61011635085208 \tabularnewline
64 & 86.3 & 88.7135313766102 & -0.238446530725028 & 84.1249151541148 & 2.41353137661022 \tabularnewline
65 & 81.1 & 78.137180690841 & -0.0848434873891901 & 84.1476627965482 & -2.96281930915897 \tabularnewline
66 & 92.4 & 93.4856072477647 & 6.94834006522595 & 84.3660526870094 & 1.0856072477647 \tabularnewline
67 & 71.8 & 66.9007011210678 & -7.88514369853833 & 84.5844425774705 & -4.89929887893221 \tabularnewline
68 & 76.1 & 75.8735849914301 & -8.71411065031845 & 85.0405256588883 & -0.226415008569887 \tabularnewline
69 & 92.5 & 93.0292828244101 & 6.47410843528376 & 85.4966087403061 & 0.529282824410132 \tabularnewline
70 & 87 & 81.601996053355 & 6.33911963539618 & 86.0588843112488 & -5.39800394664498 \tabularnewline
71 & 89.5 & 92.0100051210082 & 0.368834996800296 & 86.6211598821915 & 2.51000512100822 \tabularnewline
72 & 88.7 & 92.9644209004695 & -2.7455751549445 & 87.181154254475 & 4.26442090046955 \tabularnewline
73 & 83.8 & 85.2453591029762 & -5.38650772973468 & 87.7411486267584 & 1.44535910297624 \tabularnewline
74 & 84.9 & 85.0304808189896 & -3.4837246745221 & 88.2532438555325 & 0.130480818989639 \tabularnewline
75 & 99 & 100.826712076523 & 8.40794883917066 & 88.7653390843065 & 1.82671207652284 \tabularnewline
76 & 84.6 & 80.1931314787802 & -0.238446530725028 & 89.2453150519449 & -4.40686852121983 \tabularnewline
77 & 92.7 & 95.759552467806 & -0.0848434873891901 & 89.7252910195832 & 3.05955246780597 \tabularnewline
78 & 97.6 & 98.0483029585238 & 6.94834006522595 & 90.2033569762502 & 0.44830295852384 \tabularnewline
79 & 78 & 73.2037207656212 & -7.88514369853833 & 90.6814229329172 & -4.79627923437884 \tabularnewline
80 & 81.9 & 81.3414574240273 & -8.71411065031845 & 91.1726532262912 & -0.558542575972737 \tabularnewline
81 & 96.5 & 94.862008045051 & 6.47410843528376 & 91.6638835196652 & -1.63799195494897 \tabularnewline
82 & 99.9 & 101.292752940886 & 6.33911963539618 & 92.1681274237183 & 1.39275294088554 \tabularnewline
83 & 96.2 & 99.3587936754284 & 0.368834996800296 & 92.6723713277713 & 3.15879367542836 \tabularnewline
84 & 90.5 & 90.4804105110989 & -2.7455751549445 & 93.2651646438456 & -0.0195894889010901 \tabularnewline
85 & 91.4 & 94.3285497698149 & -5.38650772973468 & 93.8579579599198 & 2.92854976981485 \tabularnewline
86 & 89.7 & 88.4034951107363 & -3.4837246745221 & 94.4802295637858 & -1.2965048892637 \tabularnewline
87 & 102.7 & 101.889549993178 & 8.40794883917066 & 95.1025011676518 & -0.81045000682245 \tabularnewline
88 & 91.5 & 87.5746126738542 & -0.238446530725028 & 95.6638338568708 & -3.92538732614578 \tabularnewline
89 & 96.2 & 96.2596769412994 & -0.0848434873891901 & 96.2251665460898 & 0.0596769412993865 \tabularnewline
90 & 104.5 & 105.201189328982 & 6.94834006522595 & 96.8504706057923 & 0.701189328981783 \tabularnewline
91 & 90.3 & 91.0093690330436 & -7.88514369853833 & 97.4757746654947 & 0.7093690330436 \tabularnewline
92 & 90.3 & 91.0972132159021 & -8.71411065031845 & 98.2168974344163 & 0.797213215902119 \tabularnewline
93 & 100.4 & 95.3678713613783 & 6.47410843528376 & 98.9580202033379 & -5.0321286386217 \tabularnewline
94 & 111.3 & 116.575983590862 & 6.33911963539618 & 99.6848967737422 & 5.2759835908616 \tabularnewline
95 & 101.3 & 101.819391659053 & 0.368834996800296 & 100.411773344146 & 0.519391659053213 \tabularnewline
96 & 94.4 & 90.5847626450707 & -2.7455751549445 & 100.960812509874 & -3.81523735492928 \tabularnewline
97 & 100.4 & 104.676656054134 & -5.38650772973468 & 101.509851675601 & 4.27665605413358 \tabularnewline
98 & 102 & 105.611683861357 & -3.4837246745221 & 101.872040813165 & 3.61168386135699 \tabularnewline
99 & 104.3 & 97.9578212101002 & 8.40794883917066 & 102.234229950729 & -6.34217878989979 \tabularnewline
100 & 108.8 & 115.604584169259 & -0.238446530725028 & 102.233862361466 & 6.8045841692588 \tabularnewline
101 & 101.3 & 100.451348715186 & -0.0848434873891901 & 102.233494772203 & -0.848651284814125 \tabularnewline
102 & 108.9 & 109.239682578354 & 6.94834006522595 & 101.61197735642 & 0.339682578353646 \tabularnewline
103 & 98.5 & 103.894683757901 & -7.88514369853833 & 100.990459940638 & 5.39468375790082 \tabularnewline
104 & 88.8 & 86.5560242373907 & -8.71411065031845 & 99.7580864129277 & -2.24397576260928 \tabularnewline
105 & 111.8 & 118.600178679498 & 6.47410843528376 & 98.5257128852179 & 6.8001786794983 \tabularnewline
106 & 109.6 & 115.804324060622 & 6.33911963539618 & 97.0565563039819 & 6.20432406062187 \tabularnewline
107 & 92.5 & 89.0437652804538 & 0.368834996800296 & 95.5873997227459 & -3.45623471954625 \tabularnewline
108 & 94.5 & 97.5724894740068 & -2.7455751549445 & 94.1730856809377 & 3.07248947400676 \tabularnewline
109 & 80.8 & 74.2277360906051 & -5.38650772973468 & 92.7587716391295 & -6.57226390939488 \tabularnewline
110 & 83.7 & 79.2866066668853 & -3.4837246745221 & 91.5971180076368 & -4.41339333311467 \tabularnewline
111 & 94.2 & 89.5565867846853 & 8.40794883917066 & 90.435464376144 & -4.64341321531467 \tabularnewline
112 & 86.2 & 82.8793218414902 & -0.238446530725028 & 89.7591246892349 & -3.32067815850982 \tabularnewline
113 & 89 & 89.0020584850635 & -0.0848434873891901 & 89.0827850023257 & 0.00205848506350037 \tabularnewline
114 & 94.7 & 93.323639099993 & 6.94834006522595 & 89.1280208347811 & -1.37636090000701 \tabularnewline
115 & 81.9 & 82.5118870313019 & -7.88514369853833 & 89.1732566672364 & 0.61188703130189 \tabularnewline
116 & 80.2 & 79.2824192272312 & -8.71411065031845 & 89.8316914230873 & -0.917580772768815 \tabularnewline
117 & 96.5 & 96.0357653857781 & 6.47410843528376 & 90.4901261789381 & -0.464234614221851 \tabularnewline
118 & 95.6 & 93.4884848885035 & 6.33911963539618 & 91.3723954761003 & -2.11151511149653 \tabularnewline
119 & 91.9 & 91.1765002299371 & 0.368834996800296 & 92.2546647732626 & -0.723499770062901 \tabularnewline
120 & 89.9 & 89.3065745958665 & -2.7455751549445 & 93.2390005590781 & -0.593425404133541 \tabularnewline
121 & 86.3 & 83.7631713848412 & -5.38650772973468 & 94.2233363448935 & -2.53682861515883 \tabularnewline
122 & 94 & 96.2143261717502 & -3.4837246745221 & 95.2693985027719 & 2.2143261717502 \tabularnewline
123 & 108 & 111.276590500179 & 8.40794883917066 & 96.3154606606503 & 3.27659050017904 \tabularnewline
124 & 96.3 & 95.4628658374139 & -0.238446530725028 & 97.3755806933111 & -0.837134162586068 \tabularnewline
125 & 94.6 & 90.8491427614173 & -0.0848434873891901 & 98.4357007259719 & -3.75085723858268 \tabularnewline
126 & 111.7 & 117.030777070578 & 6.94834006522595 & 99.4208828641962 & 5.33077707057785 \tabularnewline
127 & 92 & 91.4790786961178 & -7.88514369853833 & 100.406065002421 & -0.520921303882204 \tabularnewline
128 & 91.9 & 91.1299683248767 & -8.71411065031845 & 101.384142325442 & -0.770031675123292 \tabularnewline
129 & 109.2 & 109.563671916253 & 6.47410843528376 & 102.362219648463 & 0.363671916253281 \tabularnewline
130 & 106.8 & 103.99383205486 & 6.33911963539618 & 103.267048309744 & -2.80616794514039 \tabularnewline
131 & 105.8 & 107.059288032174 & 0.368834996800296 & 104.171876971025 & 1.25928803217425 \tabularnewline
132 & 103.6 & 105.184929469962 & -2.7455751549445 & 104.760645684982 & 1.58492946996213 \tabularnewline
133 & 97.6 & 95.2370933307954 & -5.38650772973468 & 105.349414398939 & -2.36290666920461 \tabularnewline
134 & 102.8 & 103.391228264119 & -3.4837246745221 & 105.692496410403 & 0.591228264118669 \tabularnewline
135 & 124.8 & 135.156472738962 & 8.40794883917066 & 106.035578421868 & 10.3564727389617 \tabularnewline
136 & 103.9 & 101.907952388904 & -0.238446530725028 & 106.130494141821 & -1.99204761109566 \tabularnewline
137 & 112.2 & 118.259433625615 & -0.0848434873891901 & 106.225409861774 & 6.0594336256154 \tabularnewline
138 & 108.5 & 103.980311812042 & 6.94834006522595 & 106.071348122732 & -4.51968818795838 \tabularnewline
139 & 92.4 & 86.7678573148473 & -7.88514369853833 & 105.917286383691 & -5.63214268515273 \tabularnewline
140 & 101.1 & 105.212104831381 & -8.71411065031845 & 105.702005818937 & 4.11210483138144 \tabularnewline
141 & 114.9 & 117.839166310533 & 6.47410843528376 & 105.486725254183 & 2.93916631053331 \tabularnewline
142 & 106.4 & 101.194704340343 & 6.33911963539618 & 105.266176024261 & -5.20529565965685 \tabularnewline
143 & 104 & 102.585538208861 & 0.368834996800296 & 105.045626794338 & -1.41446179113872 \tabularnewline
144 & 101.6 & 100.960881849083 & -2.7455751549445 & 104.984693305862 & -0.639118150917255 \tabularnewline
145 & 99.4 & 99.2627479123496 & -5.38650772973468 & 104.923759817385 & -0.137252087650396 \tabularnewline
146 & 102.3 & 103.154263525134 & -3.4837246745221 & 104.929461149388 & 0.854263525134229 \tabularnewline
147 & 121.3 & 129.256888679439 & 8.40794883917066 & 104.935162481391 & 7.95688867943866 \tabularnewline
148 & 99.3 & 93.9157883406861 & -0.238446530725028 & 104.922658190039 & -5.38421165931388 \tabularnewline
149 & 102.9 & 100.974689588702 & -0.0848434873891901 & 104.910153898687 & -1.92531041129793 \tabularnewline
150 & 111.4 & 111.143290471686 & 6.94834006522595 & 104.708369463088 & -0.256709528313905 \tabularnewline
151 & 98.5 & 100.37855867105 & -7.88514369853833 & 104.506585027489 & 1.87855867104953 \tabularnewline
152 & 98.5 & 101.535486974909 & -8.71411065031845 & 104.17862367541 & 3.03548697490876 \tabularnewline
153 & 108.5 & 106.675229241386 & 6.47410843528376 & 103.850662323331 & -1.82477075861432 \tabularnewline
154 & 112.1 & 114.100844087716 & 6.33911963539618 & 103.760036276887 & 2.00084408771637 \tabularnewline
155 & 105.3 & 106.561754772755 & 0.368834996800296 & 103.669410230444 & 1.26175477275538 \tabularnewline
156 & 95.2 & 89.3310589264997 & -2.7455751549445 & 103.814516228445 & -5.86894107350027 \tabularnewline
157 & 98.2 & 97.8268855032895 & -5.38650772973468 & 103.959622226445 & -0.373114496710542 \tabularnewline
158 & 96.6 & 92.5642421631361 & -3.4837246745221 & 104.119482511386 & -4.03575783686392 \tabularnewline
159 & 109.6 & 106.512708364503 & 8.40794883917066 & 104.279342796327 & -3.08729163549749 \tabularnewline
160 & 108 & 111.674109597071 & -0.238446530725028 & 104.564336933654 & 3.67410959707142 \tabularnewline
161 & 106.7 & 108.635512416409 & -0.0848434873891901 & 104.84933107098 & 1.9355124164088 \tabularnewline
162 & 111.5 & 110.838972278408 & 6.94834006522595 & 105.212687656366 & -0.661027721591921 \tabularnewline
163 & 104.5 & 111.309099456787 & -7.88514369853833 & 105.576044241752 & 6.8090994567868 \tabularnewline
164 & 94.3 & 91.4368998717513 & -8.71411065031845 & 105.877210778567 & -2.86310012824866 \tabularnewline
165 & 109.6 & 106.547514249334 & 6.47410843528376 & 106.178377315383 & -3.05248575066646 \tabularnewline
166 & 116.4 & 120.099393097831 & 6.33911963539618 & 106.361487266773 & 3.69939309783119 \tabularnewline
167 & 106.5 & 106.086567785037 & 0.368834996800296 & 106.544597218163 & -0.413432214962853 \tabularnewline
168 & 100.5 & 97.0543926657381 & -2.7455751549445 & 106.691182489206 & -3.44560733426187 \tabularnewline
169 & 101.7 & 101.948739969485 & -5.38650772973468 & 106.83776776025 & 0.248739969484504 \tabularnewline
170 & 104.1 & 104.613871518002 & -3.4837246745221 & 107.06985315652 & 0.513871518001764 \tabularnewline
171 & 112.3 & 108.890112608039 & 8.40794883917066 & 107.301938552791 & -3.40988739196118 \tabularnewline
172 & 111.2 & 115.035470382664 & -0.238446530725028 & 107.602976148061 & 3.83547038266397 \tabularnewline
173 & 108.2 & 108.580829744058 & -0.0848434873891901 & 107.904013743332 & 0.380829744057607 \tabularnewline
174 & 115.1 & 115.162109381476 & 6.94834006522595 & 108.089550553298 & 0.0621093814762617 \tabularnewline
175 & 102.3 & 104.210056335274 & -7.88514369853833 & 108.275087363264 & 1.91005633527435 \tabularnewline
176 & 93.6 & 87.5912233353456 & -8.71411065031845 & 108.322887314973 & -6.00877666465439 \tabularnewline
177 & 120.6 & 126.355204298035 & 6.47410843528376 & 108.370687266682 & 5.75520429803456 \tabularnewline
178 & 118.4 & 122.098171370578 & 6.33911963539618 & 108.362708994026 & 3.69817137057791 \tabularnewline
179 & 106.6 & 104.47643428183 & 0.368834996800296 & 108.35473072137 & -2.12356571817045 \tabularnewline
180 & 105.3 & 104.997371644431 & -2.7455751549445 & 108.348203510514 & -0.302628355569155 \tabularnewline
181 & 101.5 & 100.044831430077 & -5.38650772973468 & 108.341676299657 & -1.45516856992251 \tabularnewline
182 & 100.1 & 95.302822192478 & -3.4837246745221 & 108.380902482044 & -4.79717780752202 \tabularnewline
183 & 119.5 & 122.171922496398 & 8.40794883917066 & 108.420128664431 & 2.67192249639827 \tabularnewline
184 & 111.2 & 114.105659781565 & -0.238446530725028 & 108.53278674916 & 2.90565978156545 \tabularnewline
185 & 103.7 & 98.8393986535011 & -0.0848434873891901 & 108.645444833888 & -4.86060134649891 \tabularnewline
186 & 117.8 & 119.829672899921 & 6.94834006522595 & 108.821987034853 & 2.02967289992097 \tabularnewline
187 & 101.7 & 102.28661446272 & -7.88514369853833 & 108.998529235818 & 0.586614462720277 \tabularnewline
188 & 97.4 & 94.3299307356876 & -8.71411065031845 & 109.184179914631 & -3.07006926431242 \tabularnewline
189 & 120 & 124.156060971273 & 6.47410843528376 & 109.369830593444 & 4.15606097127254 \tabularnewline
190 & 117 & 118.075030442796 & 6.33911963539618 & 109.585849921807 & 1.0750304427964 \tabularnewline
191 & 110.6 & 111.029295753029 & 0.368834996800296 & 109.801869250171 & 0.429295753028583 \tabularnewline
192 & 105.3 & 103.274637225177 & -2.7455751549445 & 110.070937929767 & -2.02536277482264 \tabularnewline
193 & 100.9 & 96.8465011203715 & -5.38650772973468 & 110.340006609363 & -4.05349887962849 \tabularnewline
194 & 108.1 & 109.165818355535 & -3.4837246745221 & 110.517906318987 & 1.06581835553497 \tabularnewline
195 & 119.3 & 119.496245132218 & 8.40794883917066 & 110.695806028611 & 0.196245132218252 \tabularnewline
196 & 113 & 115.392410037524 & -0.238446530725028 & 110.846036493201 & 2.39241003752365 \tabularnewline
197 & 108.6 & 106.288576529598 & -0.0848434873891901 & 110.996266957792 & -2.31142347040249 \tabularnewline
198 & 123.3 & 128.353572311056 & 6.94834006522595 & 111.298087623718 & 5.05357231105594 \tabularnewline
199 & 101.4 & 99.0852354088938 & -7.88514369853833 & 111.599908289645 & -2.3147645911062 \tabularnewline
200 & 103.5 & 103.758499890375 & -8.71411065031845 & 111.955610759943 & 0.258499890375347 \tabularnewline
201 & 119.4 & 120.014578334475 & 6.47410843528376 & 112.311313230242 & 0.614578334474572 \tabularnewline
202 & 113.1 & 107.243114910231 & 6.33911963539618 & 112.617765454372 & -5.85688508976861 \tabularnewline
203 & 112 & 110.706947324697 & 0.368834996800296 & 112.924217678503 & -1.29305267530347 \tabularnewline
204 & 115.8 & 121.056678813897 & -2.7455751549445 & 113.288896341047 & 5.25667881389735 \tabularnewline
205 & 105.4 & 102.532932726144 & -5.38650772973468 & 113.653575003591 & -2.86706727385643 \tabularnewline
206 & 110.9 & 111.245794728143 & -3.4837246745221 & 114.037929946379 & 0.345794728143176 \tabularnewline
207 & 128.5 & 134.169766271663 & 8.40794883917066 & 114.422284889167 & 5.66976627166258 \tabularnewline
208 & 109 & 103.417221190242 & -0.238446530725028 & 114.821225340483 & -5.58277880975753 \tabularnewline
209 & 117.2 & 119.264677695591 & -0.0848434873891901 & 115.220165791798 & 2.06467769559086 \tabularnewline
210 & 124.4 & 126.233242254353 & 6.94834006522595 & 115.618417680421 & 1.83324225435265 \tabularnewline
211 & 104.7 & 101.268474129494 & -7.88514369853833 & 116.016669569044 & -3.43152587050614 \tabularnewline
212 & 108.6 & 109.505538674091 & -8.71411065031845 & 116.408571976227 & 0.905538674090991 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309653&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]58.4[/C][C]57.3157985811985[/C][C]-5.38650772973468[/C][C]64.8707091485362[/C][C]-1.08420141880151[/C][/ROW]
[ROW][C]2[/C][C]64.8[/C][C]67.5374572473148[/C][C]-3.4837246745221[/C][C]65.5462674272073[/C][C]2.73745724731482[/C][/ROW]
[ROW][C]3[/C][C]73.8[/C][C]72.9702254549509[/C][C]8.40794883917066[/C][C]66.2218257058784[/C][C]-0.829774545049048[/C][/ROW]
[ROW][C]4[/C][C]65[/C][C]63.328038403024[/C][C]-0.238446530725028[/C][C]66.910408127701[/C][C]-1.67196159697598[/C][/ROW]
[ROW][C]5[/C][C]73[/C][C]78.4858529378656[/C][C]-0.0848434873891901[/C][C]67.5989905495236[/C][C]5.48585293786556[/C][/ROW]
[ROW][C]6[/C][C]71.1[/C][C]66.957995747323[/C][C]6.94834006522595[/C][C]68.2936641874511[/C][C]-4.14200425267703[/C][/ROW]
[ROW][C]7[/C][C]58.2[/C][C]55.2968058731598[/C][C]-7.88514369853833[/C][C]68.9883378253785[/C][C]-2.90319412684019[/C][/ROW]
[ROW][C]8[/C][C]64[/C][C]67.0505713474241[/C][C]-8.71411065031845[/C][C]69.6635393028943[/C][C]3.05057134742411[/C][/ROW]
[ROW][C]9[/C][C]75[/C][C]73.1871507843061[/C][C]6.47410843528376[/C][C]70.3387407804101[/C][C]-1.81284921569392[/C][/ROW]
[ROW][C]10[/C][C]74.9[/C][C]72.5122921478297[/C][C]6.33911963539618[/C][C]70.9485882167742[/C][C]-2.38770785217034[/C][/ROW]
[ROW][C]11[/C][C]75[/C][C]78.0727293500615[/C][C]0.368834996800296[/C][C]71.5584356531382[/C][C]3.07272935006154[/C][/ROW]
[ROW][C]12[/C][C]68.3[/C][C]67.2998505063036[/C][C]-2.7455751549445[/C][C]72.0457246486409[/C][C]-1.00014949369644[/C][/ROW]
[ROW][C]13[/C][C]72.5[/C][C]77.853494085591[/C][C]-5.38650772973468[/C][C]72.5330136441437[/C][C]5.35349408559095[/C][/ROW]
[ROW][C]14[/C][C]72.4[/C][C]75.4482424787249[/C][C]-3.4837246745221[/C][C]72.8354821957972[/C][C]3.04824247872493[/C][/ROW]
[ROW][C]15[/C][C]79.6[/C][C]77.6541004133787[/C][C]8.40794883917066[/C][C]73.1379507474506[/C][C]-1.94589958662131[/C][/ROW]
[ROW][C]16[/C][C]70.7[/C][C]68.4957521801765[/C][C]-0.238446530725028[/C][C]73.1426943505486[/C][C]-2.20424781982354[/C][/ROW]
[ROW][C]17[/C][C]76.4[/C][C]79.7374055337427[/C][C]-0.0848434873891901[/C][C]73.1474379536465[/C][C]3.33740553374271[/C][/ROW]
[ROW][C]18[/C][C]79.7[/C][C]79.4886966425327[/C][C]6.94834006522595[/C][C]72.9629632922414[/C][C]-0.211303357467344[/C][/ROW]
[ROW][C]19[/C][C]64.2[/C][C]63.506655067702[/C][C]-7.88514369853833[/C][C]72.7784886308363[/C][C]-0.693344932297961[/C][/ROW]
[ROW][C]20[/C][C]67.9[/C][C]71.912669193968[/C][C]-8.71411065031845[/C][C]72.6014414563505[/C][C]4.01266919396795[/C][/ROW]
[ROW][C]21[/C][C]74.1[/C][C]69.3014972828515[/C][C]6.47410843528376[/C][C]72.4243942818647[/C][C]-4.79850271714849[/C][/ROW]
[ROW][C]22[/C][C]78.5[/C][C]78.2997123078039[/C][C]6.33911963539618[/C][C]72.3611680567999[/C][C]-0.200287692196113[/C][/ROW]
[ROW][C]23[/C][C]73.4[/C][C]74.1332231714646[/C][C]0.368834996800296[/C][C]72.2979418317351[/C][C]0.733223171464587[/C][/ROW]
[ROW][C]24[/C][C]65.4[/C][C]61.264549179718[/C][C]-2.7455751549445[/C][C]72.2810259752266[/C][C]-4.13545082028205[/C][/ROW]
[ROW][C]25[/C][C]69.9[/C][C]72.9223976110167[/C][C]-5.38650772973468[/C][C]72.264110118718[/C][C]3.0223976110167[/C][/ROW]
[ROW][C]26[/C][C]69.6[/C][C]70.3250583032042[/C][C]-3.4837246745221[/C][C]72.3586663713179[/C][C]0.725058303204207[/C][/ROW]
[ROW][C]27[/C][C]76.8[/C][C]72.7388285369115[/C][C]8.40794883917066[/C][C]72.4532226239178[/C][C]-4.06117146308847[/C][/ROW]
[ROW][C]28[/C][C]75.6[/C][C]78.8233948442865[/C][C]-0.238446530725028[/C][C]72.6150516864385[/C][C]3.22339484428653[/C][/ROW]
[ROW][C]29[/C][C]74[/C][C]75.30796273843[/C][C]-0.0848434873891901[/C][C]72.7768807489592[/C][C]1.30796273843002[/C][/ROW]
[ROW][C]30[/C][C]76[/C][C]72.0875365033952[/C][C]6.94834006522595[/C][C]72.9641234313788[/C][C]-3.91246349660477[/C][/ROW]
[ROW][C]31[/C][C]68.1[/C][C]70.9337775847398[/C][C]-7.88514369853833[/C][C]73.1513661137985[/C][C]2.83377758473983[/C][/ROW]
[ROW][C]32[/C][C]65.5[/C][C]66.3995296475245[/C][C]-8.71411065031845[/C][C]73.3145810027939[/C][C]0.899529647524503[/C][/ROW]
[ROW][C]33[/C][C]76.9[/C][C]73.8480956729268[/C][C]6.47410843528376[/C][C]73.4777958917894[/C][C]-3.05190432707316[/C][/ROW]
[ROW][C]34[/C][C]81.7[/C][C]83.4975512520889[/C][C]6.33911963539618[/C][C]73.5633291125149[/C][C]1.79755125208889[/C][/ROW]
[ROW][C]35[/C][C]73.6[/C][C]73.1823026699592[/C][C]0.368834996800296[/C][C]73.6488623332404[/C][C]-0.417697330040752[/C][/ROW]
[ROW][C]36[/C][C]68.7[/C][C]66.459994407957[/C][C]-2.7455751549445[/C][C]73.6855807469875[/C][C]-2.24000559204296[/C][/ROW]
[ROW][C]37[/C][C]73.3[/C][C]78.2642085690002[/C][C]-5.38650772973468[/C][C]73.7222991607345[/C][C]4.96420856900018[/C][/ROW]
[ROW][C]38[/C][C]71.5[/C][C]72.6879825833838[/C][C]-3.4837246745221[/C][C]73.7957420911383[/C][C]1.18798258338379[/C][/ROW]
[ROW][C]39[/C][C]78.3[/C][C]74.3228661392872[/C][C]8.40794883917066[/C][C]73.8691850215421[/C][C]-3.9771338607128[/C][/ROW]
[ROW][C]40[/C][C]76.5[/C][C]79.2452119012389[/C][C]-0.238446530725028[/C][C]73.9932346294861[/C][C]2.7452119012389[/C][/ROW]
[ROW][C]41[/C][C]71.8[/C][C]69.5675592499591[/C][C]-0.0848434873891901[/C][C]74.1172842374301[/C][C]-2.23244075004092[/C][/ROW]
[ROW][C]42[/C][C]77.6[/C][C]73.9276191918805[/C][C]6.94834006522595[/C][C]74.3240407428935[/C][C]-3.67238080811946[/C][/ROW]
[ROW][C]43[/C][C]70[/C][C]73.3543464501814[/C][C]-7.88514369853833[/C][C]74.5307972483569[/C][C]3.35434645018144[/C][/ROW]
[ROW][C]44[/C][C]64[/C][C]61.8086005734952[/C][C]-8.71411065031845[/C][C]74.9055100768233[/C][C]-2.19139942650484[/C][/ROW]
[ROW][C]45[/C][C]81.3[/C][C]80.8456686594265[/C][C]6.47410843528376[/C][C]75.2802229052897[/C][C]-0.454331340573461[/C][/ROW]
[ROW][C]46[/C][C]82.5[/C][C]82.8406087460698[/C][C]6.33911963539618[/C][C]75.820271618534[/C][C]0.340608746069819[/C][/ROW]
[ROW][C]47[/C][C]73.1[/C][C]69.4708446714214[/C][C]0.368834996800296[/C][C]76.3603203317783[/C][C]-3.62915532857861[/C][/ROW]
[ROW][C]48[/C][C]78.1[/C][C]81.9490461543016[/C][C]-2.7455751549445[/C][C]76.9965290006429[/C][C]3.84904615430162[/C][/ROW]
[ROW][C]49[/C][C]70.7[/C][C]69.1537700602272[/C][C]-5.38650772973468[/C][C]77.6327376695075[/C][C]-1.5462299397728[/C][/ROW]
[ROW][C]50[/C][C]74.9[/C][C]74.9540621114392[/C][C]-3.4837246745221[/C][C]78.329662563083[/C][C]0.0540621114391513[/C][/ROW]
[ROW][C]51[/C][C]88[/C][C]88.5654637041709[/C][C]8.40794883917066[/C][C]79.0265874566585[/C][C]0.565463704170881[/C][/ROW]
[ROW][C]52[/C][C]81.3[/C][C]83.0762680561194[/C][C]-0.238446530725028[/C][C]79.7621784746056[/C][C]1.77626805611942[/C][/ROW]
[ROW][C]53[/C][C]75.7[/C][C]70.9870739948364[/C][C]-0.0848434873891901[/C][C]80.4977694925528[/C][C]-4.71292600516357[/C][/ROW]
[ROW][C]54[/C][C]89.8[/C][C]91.4241391417359[/C][C]6.94834006522595[/C][C]81.2275207930381[/C][C]1.62413914173592[/C][/ROW]
[ROW][C]55[/C][C]74.6[/C][C]75.1278716050148[/C][C]-7.88514369853833[/C][C]81.9572720935235[/C][C]0.527871605014838[/C][/ROW]
[ROW][C]56[/C][C]74.9[/C][C]75.9928038889393[/C][C]-8.71411065031845[/C][C]82.5213067613791[/C][C]1.09280388893933[/C][/ROW]
[ROW][C]57[/C][C]90[/C][C]90.4405501354815[/C][C]6.47410843528376[/C][C]83.0853414292348[/C][C]0.440550135481459[/C][/ROW]
[ROW][C]58[/C][C]88.1[/C][C]86.4189562333886[/C][C]6.33911963539618[/C][C]83.4419241312152[/C][C]-1.68104376661135[/C][/ROW]
[ROW][C]59[/C][C]84.9[/C][C]85.6326581700042[/C][C]0.368834996800296[/C][C]83.7985068331955[/C][C]0.732658170004157[/C][/ROW]
[ROW][C]60[/C][C]87.7[/C][C]94.1975719358492[/C][C]-2.7455751549445[/C][C]83.9480032190953[/C][C]6.49757193584921[/C][/ROW]
[ROW][C]61[/C][C]80.5[/C][C]82.2890081247396[/C][C]-5.38650772973468[/C][C]84.0974996049951[/C][C]1.78900812473962[/C][/ROW]
[ROW][C]62[/C][C]79[/C][C]77.3838911161839[/C][C]-3.4837246745221[/C][C]84.0998335583382[/C][C]-1.61610888381614[/C][/ROW]
[ROW][C]63[/C][C]89.9[/C][C]87.2898836491479[/C][C]8.40794883917066[/C][C]84.1021675116814[/C][C]-2.61011635085208[/C][/ROW]
[ROW][C]64[/C][C]86.3[/C][C]88.7135313766102[/C][C]-0.238446530725028[/C][C]84.1249151541148[/C][C]2.41353137661022[/C][/ROW]
[ROW][C]65[/C][C]81.1[/C][C]78.137180690841[/C][C]-0.0848434873891901[/C][C]84.1476627965482[/C][C]-2.96281930915897[/C][/ROW]
[ROW][C]66[/C][C]92.4[/C][C]93.4856072477647[/C][C]6.94834006522595[/C][C]84.3660526870094[/C][C]1.0856072477647[/C][/ROW]
[ROW][C]67[/C][C]71.8[/C][C]66.9007011210678[/C][C]-7.88514369853833[/C][C]84.5844425774705[/C][C]-4.89929887893221[/C][/ROW]
[ROW][C]68[/C][C]76.1[/C][C]75.8735849914301[/C][C]-8.71411065031845[/C][C]85.0405256588883[/C][C]-0.226415008569887[/C][/ROW]
[ROW][C]69[/C][C]92.5[/C][C]93.0292828244101[/C][C]6.47410843528376[/C][C]85.4966087403061[/C][C]0.529282824410132[/C][/ROW]
[ROW][C]70[/C][C]87[/C][C]81.601996053355[/C][C]6.33911963539618[/C][C]86.0588843112488[/C][C]-5.39800394664498[/C][/ROW]
[ROW][C]71[/C][C]89.5[/C][C]92.0100051210082[/C][C]0.368834996800296[/C][C]86.6211598821915[/C][C]2.51000512100822[/C][/ROW]
[ROW][C]72[/C][C]88.7[/C][C]92.9644209004695[/C][C]-2.7455751549445[/C][C]87.181154254475[/C][C]4.26442090046955[/C][/ROW]
[ROW][C]73[/C][C]83.8[/C][C]85.2453591029762[/C][C]-5.38650772973468[/C][C]87.7411486267584[/C][C]1.44535910297624[/C][/ROW]
[ROW][C]74[/C][C]84.9[/C][C]85.0304808189896[/C][C]-3.4837246745221[/C][C]88.2532438555325[/C][C]0.130480818989639[/C][/ROW]
[ROW][C]75[/C][C]99[/C][C]100.826712076523[/C][C]8.40794883917066[/C][C]88.7653390843065[/C][C]1.82671207652284[/C][/ROW]
[ROW][C]76[/C][C]84.6[/C][C]80.1931314787802[/C][C]-0.238446530725028[/C][C]89.2453150519449[/C][C]-4.40686852121983[/C][/ROW]
[ROW][C]77[/C][C]92.7[/C][C]95.759552467806[/C][C]-0.0848434873891901[/C][C]89.7252910195832[/C][C]3.05955246780597[/C][/ROW]
[ROW][C]78[/C][C]97.6[/C][C]98.0483029585238[/C][C]6.94834006522595[/C][C]90.2033569762502[/C][C]0.44830295852384[/C][/ROW]
[ROW][C]79[/C][C]78[/C][C]73.2037207656212[/C][C]-7.88514369853833[/C][C]90.6814229329172[/C][C]-4.79627923437884[/C][/ROW]
[ROW][C]80[/C][C]81.9[/C][C]81.3414574240273[/C][C]-8.71411065031845[/C][C]91.1726532262912[/C][C]-0.558542575972737[/C][/ROW]
[ROW][C]81[/C][C]96.5[/C][C]94.862008045051[/C][C]6.47410843528376[/C][C]91.6638835196652[/C][C]-1.63799195494897[/C][/ROW]
[ROW][C]82[/C][C]99.9[/C][C]101.292752940886[/C][C]6.33911963539618[/C][C]92.1681274237183[/C][C]1.39275294088554[/C][/ROW]
[ROW][C]83[/C][C]96.2[/C][C]99.3587936754284[/C][C]0.368834996800296[/C][C]92.6723713277713[/C][C]3.15879367542836[/C][/ROW]
[ROW][C]84[/C][C]90.5[/C][C]90.4804105110989[/C][C]-2.7455751549445[/C][C]93.2651646438456[/C][C]-0.0195894889010901[/C][/ROW]
[ROW][C]85[/C][C]91.4[/C][C]94.3285497698149[/C][C]-5.38650772973468[/C][C]93.8579579599198[/C][C]2.92854976981485[/C][/ROW]
[ROW][C]86[/C][C]89.7[/C][C]88.4034951107363[/C][C]-3.4837246745221[/C][C]94.4802295637858[/C][C]-1.2965048892637[/C][/ROW]
[ROW][C]87[/C][C]102.7[/C][C]101.889549993178[/C][C]8.40794883917066[/C][C]95.1025011676518[/C][C]-0.81045000682245[/C][/ROW]
[ROW][C]88[/C][C]91.5[/C][C]87.5746126738542[/C][C]-0.238446530725028[/C][C]95.6638338568708[/C][C]-3.92538732614578[/C][/ROW]
[ROW][C]89[/C][C]96.2[/C][C]96.2596769412994[/C][C]-0.0848434873891901[/C][C]96.2251665460898[/C][C]0.0596769412993865[/C][/ROW]
[ROW][C]90[/C][C]104.5[/C][C]105.201189328982[/C][C]6.94834006522595[/C][C]96.8504706057923[/C][C]0.701189328981783[/C][/ROW]
[ROW][C]91[/C][C]90.3[/C][C]91.0093690330436[/C][C]-7.88514369853833[/C][C]97.4757746654947[/C][C]0.7093690330436[/C][/ROW]
[ROW][C]92[/C][C]90.3[/C][C]91.0972132159021[/C][C]-8.71411065031845[/C][C]98.2168974344163[/C][C]0.797213215902119[/C][/ROW]
[ROW][C]93[/C][C]100.4[/C][C]95.3678713613783[/C][C]6.47410843528376[/C][C]98.9580202033379[/C][C]-5.0321286386217[/C][/ROW]
[ROW][C]94[/C][C]111.3[/C][C]116.575983590862[/C][C]6.33911963539618[/C][C]99.6848967737422[/C][C]5.2759835908616[/C][/ROW]
[ROW][C]95[/C][C]101.3[/C][C]101.819391659053[/C][C]0.368834996800296[/C][C]100.411773344146[/C][C]0.519391659053213[/C][/ROW]
[ROW][C]96[/C][C]94.4[/C][C]90.5847626450707[/C][C]-2.7455751549445[/C][C]100.960812509874[/C][C]-3.81523735492928[/C][/ROW]
[ROW][C]97[/C][C]100.4[/C][C]104.676656054134[/C][C]-5.38650772973468[/C][C]101.509851675601[/C][C]4.27665605413358[/C][/ROW]
[ROW][C]98[/C][C]102[/C][C]105.611683861357[/C][C]-3.4837246745221[/C][C]101.872040813165[/C][C]3.61168386135699[/C][/ROW]
[ROW][C]99[/C][C]104.3[/C][C]97.9578212101002[/C][C]8.40794883917066[/C][C]102.234229950729[/C][C]-6.34217878989979[/C][/ROW]
[ROW][C]100[/C][C]108.8[/C][C]115.604584169259[/C][C]-0.238446530725028[/C][C]102.233862361466[/C][C]6.8045841692588[/C][/ROW]
[ROW][C]101[/C][C]101.3[/C][C]100.451348715186[/C][C]-0.0848434873891901[/C][C]102.233494772203[/C][C]-0.848651284814125[/C][/ROW]
[ROW][C]102[/C][C]108.9[/C][C]109.239682578354[/C][C]6.94834006522595[/C][C]101.61197735642[/C][C]0.339682578353646[/C][/ROW]
[ROW][C]103[/C][C]98.5[/C][C]103.894683757901[/C][C]-7.88514369853833[/C][C]100.990459940638[/C][C]5.39468375790082[/C][/ROW]
[ROW][C]104[/C][C]88.8[/C][C]86.5560242373907[/C][C]-8.71411065031845[/C][C]99.7580864129277[/C][C]-2.24397576260928[/C][/ROW]
[ROW][C]105[/C][C]111.8[/C][C]118.600178679498[/C][C]6.47410843528376[/C][C]98.5257128852179[/C][C]6.8001786794983[/C][/ROW]
[ROW][C]106[/C][C]109.6[/C][C]115.804324060622[/C][C]6.33911963539618[/C][C]97.0565563039819[/C][C]6.20432406062187[/C][/ROW]
[ROW][C]107[/C][C]92.5[/C][C]89.0437652804538[/C][C]0.368834996800296[/C][C]95.5873997227459[/C][C]-3.45623471954625[/C][/ROW]
[ROW][C]108[/C][C]94.5[/C][C]97.5724894740068[/C][C]-2.7455751549445[/C][C]94.1730856809377[/C][C]3.07248947400676[/C][/ROW]
[ROW][C]109[/C][C]80.8[/C][C]74.2277360906051[/C][C]-5.38650772973468[/C][C]92.7587716391295[/C][C]-6.57226390939488[/C][/ROW]
[ROW][C]110[/C][C]83.7[/C][C]79.2866066668853[/C][C]-3.4837246745221[/C][C]91.5971180076368[/C][C]-4.41339333311467[/C][/ROW]
[ROW][C]111[/C][C]94.2[/C][C]89.5565867846853[/C][C]8.40794883917066[/C][C]90.435464376144[/C][C]-4.64341321531467[/C][/ROW]
[ROW][C]112[/C][C]86.2[/C][C]82.8793218414902[/C][C]-0.238446530725028[/C][C]89.7591246892349[/C][C]-3.32067815850982[/C][/ROW]
[ROW][C]113[/C][C]89[/C][C]89.0020584850635[/C][C]-0.0848434873891901[/C][C]89.0827850023257[/C][C]0.00205848506350037[/C][/ROW]
[ROW][C]114[/C][C]94.7[/C][C]93.323639099993[/C][C]6.94834006522595[/C][C]89.1280208347811[/C][C]-1.37636090000701[/C][/ROW]
[ROW][C]115[/C][C]81.9[/C][C]82.5118870313019[/C][C]-7.88514369853833[/C][C]89.1732566672364[/C][C]0.61188703130189[/C][/ROW]
[ROW][C]116[/C][C]80.2[/C][C]79.2824192272312[/C][C]-8.71411065031845[/C][C]89.8316914230873[/C][C]-0.917580772768815[/C][/ROW]
[ROW][C]117[/C][C]96.5[/C][C]96.0357653857781[/C][C]6.47410843528376[/C][C]90.4901261789381[/C][C]-0.464234614221851[/C][/ROW]
[ROW][C]118[/C][C]95.6[/C][C]93.4884848885035[/C][C]6.33911963539618[/C][C]91.3723954761003[/C][C]-2.11151511149653[/C][/ROW]
[ROW][C]119[/C][C]91.9[/C][C]91.1765002299371[/C][C]0.368834996800296[/C][C]92.2546647732626[/C][C]-0.723499770062901[/C][/ROW]
[ROW][C]120[/C][C]89.9[/C][C]89.3065745958665[/C][C]-2.7455751549445[/C][C]93.2390005590781[/C][C]-0.593425404133541[/C][/ROW]
[ROW][C]121[/C][C]86.3[/C][C]83.7631713848412[/C][C]-5.38650772973468[/C][C]94.2233363448935[/C][C]-2.53682861515883[/C][/ROW]
[ROW][C]122[/C][C]94[/C][C]96.2143261717502[/C][C]-3.4837246745221[/C][C]95.2693985027719[/C][C]2.2143261717502[/C][/ROW]
[ROW][C]123[/C][C]108[/C][C]111.276590500179[/C][C]8.40794883917066[/C][C]96.3154606606503[/C][C]3.27659050017904[/C][/ROW]
[ROW][C]124[/C][C]96.3[/C][C]95.4628658374139[/C][C]-0.238446530725028[/C][C]97.3755806933111[/C][C]-0.837134162586068[/C][/ROW]
[ROW][C]125[/C][C]94.6[/C][C]90.8491427614173[/C][C]-0.0848434873891901[/C][C]98.4357007259719[/C][C]-3.75085723858268[/C][/ROW]
[ROW][C]126[/C][C]111.7[/C][C]117.030777070578[/C][C]6.94834006522595[/C][C]99.4208828641962[/C][C]5.33077707057785[/C][/ROW]
[ROW][C]127[/C][C]92[/C][C]91.4790786961178[/C][C]-7.88514369853833[/C][C]100.406065002421[/C][C]-0.520921303882204[/C][/ROW]
[ROW][C]128[/C][C]91.9[/C][C]91.1299683248767[/C][C]-8.71411065031845[/C][C]101.384142325442[/C][C]-0.770031675123292[/C][/ROW]
[ROW][C]129[/C][C]109.2[/C][C]109.563671916253[/C][C]6.47410843528376[/C][C]102.362219648463[/C][C]0.363671916253281[/C][/ROW]
[ROW][C]130[/C][C]106.8[/C][C]103.99383205486[/C][C]6.33911963539618[/C][C]103.267048309744[/C][C]-2.80616794514039[/C][/ROW]
[ROW][C]131[/C][C]105.8[/C][C]107.059288032174[/C][C]0.368834996800296[/C][C]104.171876971025[/C][C]1.25928803217425[/C][/ROW]
[ROW][C]132[/C][C]103.6[/C][C]105.184929469962[/C][C]-2.7455751549445[/C][C]104.760645684982[/C][C]1.58492946996213[/C][/ROW]
[ROW][C]133[/C][C]97.6[/C][C]95.2370933307954[/C][C]-5.38650772973468[/C][C]105.349414398939[/C][C]-2.36290666920461[/C][/ROW]
[ROW][C]134[/C][C]102.8[/C][C]103.391228264119[/C][C]-3.4837246745221[/C][C]105.692496410403[/C][C]0.591228264118669[/C][/ROW]
[ROW][C]135[/C][C]124.8[/C][C]135.156472738962[/C][C]8.40794883917066[/C][C]106.035578421868[/C][C]10.3564727389617[/C][/ROW]
[ROW][C]136[/C][C]103.9[/C][C]101.907952388904[/C][C]-0.238446530725028[/C][C]106.130494141821[/C][C]-1.99204761109566[/C][/ROW]
[ROW][C]137[/C][C]112.2[/C][C]118.259433625615[/C][C]-0.0848434873891901[/C][C]106.225409861774[/C][C]6.0594336256154[/C][/ROW]
[ROW][C]138[/C][C]108.5[/C][C]103.980311812042[/C][C]6.94834006522595[/C][C]106.071348122732[/C][C]-4.51968818795838[/C][/ROW]
[ROW][C]139[/C][C]92.4[/C][C]86.7678573148473[/C][C]-7.88514369853833[/C][C]105.917286383691[/C][C]-5.63214268515273[/C][/ROW]
[ROW][C]140[/C][C]101.1[/C][C]105.212104831381[/C][C]-8.71411065031845[/C][C]105.702005818937[/C][C]4.11210483138144[/C][/ROW]
[ROW][C]141[/C][C]114.9[/C][C]117.839166310533[/C][C]6.47410843528376[/C][C]105.486725254183[/C][C]2.93916631053331[/C][/ROW]
[ROW][C]142[/C][C]106.4[/C][C]101.194704340343[/C][C]6.33911963539618[/C][C]105.266176024261[/C][C]-5.20529565965685[/C][/ROW]
[ROW][C]143[/C][C]104[/C][C]102.585538208861[/C][C]0.368834996800296[/C][C]105.045626794338[/C][C]-1.41446179113872[/C][/ROW]
[ROW][C]144[/C][C]101.6[/C][C]100.960881849083[/C][C]-2.7455751549445[/C][C]104.984693305862[/C][C]-0.639118150917255[/C][/ROW]
[ROW][C]145[/C][C]99.4[/C][C]99.2627479123496[/C][C]-5.38650772973468[/C][C]104.923759817385[/C][C]-0.137252087650396[/C][/ROW]
[ROW][C]146[/C][C]102.3[/C][C]103.154263525134[/C][C]-3.4837246745221[/C][C]104.929461149388[/C][C]0.854263525134229[/C][/ROW]
[ROW][C]147[/C][C]121.3[/C][C]129.256888679439[/C][C]8.40794883917066[/C][C]104.935162481391[/C][C]7.95688867943866[/C][/ROW]
[ROW][C]148[/C][C]99.3[/C][C]93.9157883406861[/C][C]-0.238446530725028[/C][C]104.922658190039[/C][C]-5.38421165931388[/C][/ROW]
[ROW][C]149[/C][C]102.9[/C][C]100.974689588702[/C][C]-0.0848434873891901[/C][C]104.910153898687[/C][C]-1.92531041129793[/C][/ROW]
[ROW][C]150[/C][C]111.4[/C][C]111.143290471686[/C][C]6.94834006522595[/C][C]104.708369463088[/C][C]-0.256709528313905[/C][/ROW]
[ROW][C]151[/C][C]98.5[/C][C]100.37855867105[/C][C]-7.88514369853833[/C][C]104.506585027489[/C][C]1.87855867104953[/C][/ROW]
[ROW][C]152[/C][C]98.5[/C][C]101.535486974909[/C][C]-8.71411065031845[/C][C]104.17862367541[/C][C]3.03548697490876[/C][/ROW]
[ROW][C]153[/C][C]108.5[/C][C]106.675229241386[/C][C]6.47410843528376[/C][C]103.850662323331[/C][C]-1.82477075861432[/C][/ROW]
[ROW][C]154[/C][C]112.1[/C][C]114.100844087716[/C][C]6.33911963539618[/C][C]103.760036276887[/C][C]2.00084408771637[/C][/ROW]
[ROW][C]155[/C][C]105.3[/C][C]106.561754772755[/C][C]0.368834996800296[/C][C]103.669410230444[/C][C]1.26175477275538[/C][/ROW]
[ROW][C]156[/C][C]95.2[/C][C]89.3310589264997[/C][C]-2.7455751549445[/C][C]103.814516228445[/C][C]-5.86894107350027[/C][/ROW]
[ROW][C]157[/C][C]98.2[/C][C]97.8268855032895[/C][C]-5.38650772973468[/C][C]103.959622226445[/C][C]-0.373114496710542[/C][/ROW]
[ROW][C]158[/C][C]96.6[/C][C]92.5642421631361[/C][C]-3.4837246745221[/C][C]104.119482511386[/C][C]-4.03575783686392[/C][/ROW]
[ROW][C]159[/C][C]109.6[/C][C]106.512708364503[/C][C]8.40794883917066[/C][C]104.279342796327[/C][C]-3.08729163549749[/C][/ROW]
[ROW][C]160[/C][C]108[/C][C]111.674109597071[/C][C]-0.238446530725028[/C][C]104.564336933654[/C][C]3.67410959707142[/C][/ROW]
[ROW][C]161[/C][C]106.7[/C][C]108.635512416409[/C][C]-0.0848434873891901[/C][C]104.84933107098[/C][C]1.9355124164088[/C][/ROW]
[ROW][C]162[/C][C]111.5[/C][C]110.838972278408[/C][C]6.94834006522595[/C][C]105.212687656366[/C][C]-0.661027721591921[/C][/ROW]
[ROW][C]163[/C][C]104.5[/C][C]111.309099456787[/C][C]-7.88514369853833[/C][C]105.576044241752[/C][C]6.8090994567868[/C][/ROW]
[ROW][C]164[/C][C]94.3[/C][C]91.4368998717513[/C][C]-8.71411065031845[/C][C]105.877210778567[/C][C]-2.86310012824866[/C][/ROW]
[ROW][C]165[/C][C]109.6[/C][C]106.547514249334[/C][C]6.47410843528376[/C][C]106.178377315383[/C][C]-3.05248575066646[/C][/ROW]
[ROW][C]166[/C][C]116.4[/C][C]120.099393097831[/C][C]6.33911963539618[/C][C]106.361487266773[/C][C]3.69939309783119[/C][/ROW]
[ROW][C]167[/C][C]106.5[/C][C]106.086567785037[/C][C]0.368834996800296[/C][C]106.544597218163[/C][C]-0.413432214962853[/C][/ROW]
[ROW][C]168[/C][C]100.5[/C][C]97.0543926657381[/C][C]-2.7455751549445[/C][C]106.691182489206[/C][C]-3.44560733426187[/C][/ROW]
[ROW][C]169[/C][C]101.7[/C][C]101.948739969485[/C][C]-5.38650772973468[/C][C]106.83776776025[/C][C]0.248739969484504[/C][/ROW]
[ROW][C]170[/C][C]104.1[/C][C]104.613871518002[/C][C]-3.4837246745221[/C][C]107.06985315652[/C][C]0.513871518001764[/C][/ROW]
[ROW][C]171[/C][C]112.3[/C][C]108.890112608039[/C][C]8.40794883917066[/C][C]107.301938552791[/C][C]-3.40988739196118[/C][/ROW]
[ROW][C]172[/C][C]111.2[/C][C]115.035470382664[/C][C]-0.238446530725028[/C][C]107.602976148061[/C][C]3.83547038266397[/C][/ROW]
[ROW][C]173[/C][C]108.2[/C][C]108.580829744058[/C][C]-0.0848434873891901[/C][C]107.904013743332[/C][C]0.380829744057607[/C][/ROW]
[ROW][C]174[/C][C]115.1[/C][C]115.162109381476[/C][C]6.94834006522595[/C][C]108.089550553298[/C][C]0.0621093814762617[/C][/ROW]
[ROW][C]175[/C][C]102.3[/C][C]104.210056335274[/C][C]-7.88514369853833[/C][C]108.275087363264[/C][C]1.91005633527435[/C][/ROW]
[ROW][C]176[/C][C]93.6[/C][C]87.5912233353456[/C][C]-8.71411065031845[/C][C]108.322887314973[/C][C]-6.00877666465439[/C][/ROW]
[ROW][C]177[/C][C]120.6[/C][C]126.355204298035[/C][C]6.47410843528376[/C][C]108.370687266682[/C][C]5.75520429803456[/C][/ROW]
[ROW][C]178[/C][C]118.4[/C][C]122.098171370578[/C][C]6.33911963539618[/C][C]108.362708994026[/C][C]3.69817137057791[/C][/ROW]
[ROW][C]179[/C][C]106.6[/C][C]104.47643428183[/C][C]0.368834996800296[/C][C]108.35473072137[/C][C]-2.12356571817045[/C][/ROW]
[ROW][C]180[/C][C]105.3[/C][C]104.997371644431[/C][C]-2.7455751549445[/C][C]108.348203510514[/C][C]-0.302628355569155[/C][/ROW]
[ROW][C]181[/C][C]101.5[/C][C]100.044831430077[/C][C]-5.38650772973468[/C][C]108.341676299657[/C][C]-1.45516856992251[/C][/ROW]
[ROW][C]182[/C][C]100.1[/C][C]95.302822192478[/C][C]-3.4837246745221[/C][C]108.380902482044[/C][C]-4.79717780752202[/C][/ROW]
[ROW][C]183[/C][C]119.5[/C][C]122.171922496398[/C][C]8.40794883917066[/C][C]108.420128664431[/C][C]2.67192249639827[/C][/ROW]
[ROW][C]184[/C][C]111.2[/C][C]114.105659781565[/C][C]-0.238446530725028[/C][C]108.53278674916[/C][C]2.90565978156545[/C][/ROW]
[ROW][C]185[/C][C]103.7[/C][C]98.8393986535011[/C][C]-0.0848434873891901[/C][C]108.645444833888[/C][C]-4.86060134649891[/C][/ROW]
[ROW][C]186[/C][C]117.8[/C][C]119.829672899921[/C][C]6.94834006522595[/C][C]108.821987034853[/C][C]2.02967289992097[/C][/ROW]
[ROW][C]187[/C][C]101.7[/C][C]102.28661446272[/C][C]-7.88514369853833[/C][C]108.998529235818[/C][C]0.586614462720277[/C][/ROW]
[ROW][C]188[/C][C]97.4[/C][C]94.3299307356876[/C][C]-8.71411065031845[/C][C]109.184179914631[/C][C]-3.07006926431242[/C][/ROW]
[ROW][C]189[/C][C]120[/C][C]124.156060971273[/C][C]6.47410843528376[/C][C]109.369830593444[/C][C]4.15606097127254[/C][/ROW]
[ROW][C]190[/C][C]117[/C][C]118.075030442796[/C][C]6.33911963539618[/C][C]109.585849921807[/C][C]1.0750304427964[/C][/ROW]
[ROW][C]191[/C][C]110.6[/C][C]111.029295753029[/C][C]0.368834996800296[/C][C]109.801869250171[/C][C]0.429295753028583[/C][/ROW]
[ROW][C]192[/C][C]105.3[/C][C]103.274637225177[/C][C]-2.7455751549445[/C][C]110.070937929767[/C][C]-2.02536277482264[/C][/ROW]
[ROW][C]193[/C][C]100.9[/C][C]96.8465011203715[/C][C]-5.38650772973468[/C][C]110.340006609363[/C][C]-4.05349887962849[/C][/ROW]
[ROW][C]194[/C][C]108.1[/C][C]109.165818355535[/C][C]-3.4837246745221[/C][C]110.517906318987[/C][C]1.06581835553497[/C][/ROW]
[ROW][C]195[/C][C]119.3[/C][C]119.496245132218[/C][C]8.40794883917066[/C][C]110.695806028611[/C][C]0.196245132218252[/C][/ROW]
[ROW][C]196[/C][C]113[/C][C]115.392410037524[/C][C]-0.238446530725028[/C][C]110.846036493201[/C][C]2.39241003752365[/C][/ROW]
[ROW][C]197[/C][C]108.6[/C][C]106.288576529598[/C][C]-0.0848434873891901[/C][C]110.996266957792[/C][C]-2.31142347040249[/C][/ROW]
[ROW][C]198[/C][C]123.3[/C][C]128.353572311056[/C][C]6.94834006522595[/C][C]111.298087623718[/C][C]5.05357231105594[/C][/ROW]
[ROW][C]199[/C][C]101.4[/C][C]99.0852354088938[/C][C]-7.88514369853833[/C][C]111.599908289645[/C][C]-2.3147645911062[/C][/ROW]
[ROW][C]200[/C][C]103.5[/C][C]103.758499890375[/C][C]-8.71411065031845[/C][C]111.955610759943[/C][C]0.258499890375347[/C][/ROW]
[ROW][C]201[/C][C]119.4[/C][C]120.014578334475[/C][C]6.47410843528376[/C][C]112.311313230242[/C][C]0.614578334474572[/C][/ROW]
[ROW][C]202[/C][C]113.1[/C][C]107.243114910231[/C][C]6.33911963539618[/C][C]112.617765454372[/C][C]-5.85688508976861[/C][/ROW]
[ROW][C]203[/C][C]112[/C][C]110.706947324697[/C][C]0.368834996800296[/C][C]112.924217678503[/C][C]-1.29305267530347[/C][/ROW]
[ROW][C]204[/C][C]115.8[/C][C]121.056678813897[/C][C]-2.7455751549445[/C][C]113.288896341047[/C][C]5.25667881389735[/C][/ROW]
[ROW][C]205[/C][C]105.4[/C][C]102.532932726144[/C][C]-5.38650772973468[/C][C]113.653575003591[/C][C]-2.86706727385643[/C][/ROW]
[ROW][C]206[/C][C]110.9[/C][C]111.245794728143[/C][C]-3.4837246745221[/C][C]114.037929946379[/C][C]0.345794728143176[/C][/ROW]
[ROW][C]207[/C][C]128.5[/C][C]134.169766271663[/C][C]8.40794883917066[/C][C]114.422284889167[/C][C]5.66976627166258[/C][/ROW]
[ROW][C]208[/C][C]109[/C][C]103.417221190242[/C][C]-0.238446530725028[/C][C]114.821225340483[/C][C]-5.58277880975753[/C][/ROW]
[ROW][C]209[/C][C]117.2[/C][C]119.264677695591[/C][C]-0.0848434873891901[/C][C]115.220165791798[/C][C]2.06467769559086[/C][/ROW]
[ROW][C]210[/C][C]124.4[/C][C]126.233242254353[/C][C]6.94834006522595[/C][C]115.618417680421[/C][C]1.83324225435265[/C][/ROW]
[ROW][C]211[/C][C]104.7[/C][C]101.268474129494[/C][C]-7.88514369853833[/C][C]116.016669569044[/C][C]-3.43152587050614[/C][/ROW]
[ROW][C]212[/C][C]108.6[/C][C]109.505538674091[/C][C]-8.71411065031845[/C][C]116.408571976227[/C][C]0.905538674090991[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309653&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309653&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	58.4	57.3157985811985	-5.38650772973468	64.8707091485362	-1.08420141880151
2	64.8	67.5374572473148	-3.4837246745221	65.5462674272073	2.73745724731482
3	73.8	72.9702254549509	8.40794883917066	66.2218257058784	-0.829774545049048
4	65	63.328038403024	-0.238446530725028	66.910408127701	-1.67196159697598
5	73	78.4858529378656	-0.0848434873891901	67.5989905495236	5.48585293786556
6	71.1	66.957995747323	6.94834006522595	68.2936641874511	-4.14200425267703
7	58.2	55.2968058731598	-7.88514369853833	68.9883378253785	-2.90319412684019
8	64	67.0505713474241	-8.71411065031845	69.6635393028943	3.05057134742411
9	75	73.1871507843061	6.47410843528376	70.3387407804101	-1.81284921569392
10	74.9	72.5122921478297	6.33911963539618	70.9485882167742	-2.38770785217034
11	75	78.0727293500615	0.368834996800296	71.5584356531382	3.07272935006154
12	68.3	67.2998505063036	-2.7455751549445	72.0457246486409	-1.00014949369644
13	72.5	77.853494085591	-5.38650772973468	72.5330136441437	5.35349408559095
14	72.4	75.4482424787249	-3.4837246745221	72.8354821957972	3.04824247872493
15	79.6	77.6541004133787	8.40794883917066	73.1379507474506	-1.94589958662131
16	70.7	68.4957521801765	-0.238446530725028	73.1426943505486	-2.20424781982354
17	76.4	79.7374055337427	-0.0848434873891901	73.1474379536465	3.33740553374271
18	79.7	79.4886966425327	6.94834006522595	72.9629632922414	-0.211303357467344
19	64.2	63.506655067702	-7.88514369853833	72.7784886308363	-0.693344932297961
20	67.9	71.912669193968	-8.71411065031845	72.6014414563505	4.01266919396795
21	74.1	69.3014972828515	6.47410843528376	72.4243942818647	-4.79850271714849
22	78.5	78.2997123078039	6.33911963539618	72.3611680567999	-0.200287692196113
23	73.4	74.1332231714646	0.368834996800296	72.2979418317351	0.733223171464587
24	65.4	61.264549179718	-2.7455751549445	72.2810259752266	-4.13545082028205
25	69.9	72.9223976110167	-5.38650772973468	72.264110118718	3.0223976110167
26	69.6	70.3250583032042	-3.4837246745221	72.3586663713179	0.725058303204207
27	76.8	72.7388285369115	8.40794883917066	72.4532226239178	-4.06117146308847
28	75.6	78.8233948442865	-0.238446530725028	72.6150516864385	3.22339484428653
29	74	75.30796273843	-0.0848434873891901	72.7768807489592	1.30796273843002
30	76	72.0875365033952	6.94834006522595	72.9641234313788	-3.91246349660477
31	68.1	70.9337775847398	-7.88514369853833	73.1513661137985	2.83377758473983
32	65.5	66.3995296475245	-8.71411065031845	73.3145810027939	0.899529647524503
33	76.9	73.8480956729268	6.47410843528376	73.4777958917894	-3.05190432707316
34	81.7	83.4975512520889	6.33911963539618	73.5633291125149	1.79755125208889
35	73.6	73.1823026699592	0.368834996800296	73.6488623332404	-0.417697330040752
36	68.7	66.459994407957	-2.7455751549445	73.6855807469875	-2.24000559204296
37	73.3	78.2642085690002	-5.38650772973468	73.7222991607345	4.96420856900018
38	71.5	72.6879825833838	-3.4837246745221	73.7957420911383	1.18798258338379
39	78.3	74.3228661392872	8.40794883917066	73.8691850215421	-3.9771338607128
40	76.5	79.2452119012389	-0.238446530725028	73.9932346294861	2.7452119012389
41	71.8	69.5675592499591	-0.0848434873891901	74.1172842374301	-2.23244075004092
42	77.6	73.9276191918805	6.94834006522595	74.3240407428935	-3.67238080811946
43	70	73.3543464501814	-7.88514369853833	74.5307972483569	3.35434645018144
44	64	61.8086005734952	-8.71411065031845	74.9055100768233	-2.19139942650484
45	81.3	80.8456686594265	6.47410843528376	75.2802229052897	-0.454331340573461
46	82.5	82.8406087460698	6.33911963539618	75.820271618534	0.340608746069819
47	73.1	69.4708446714214	0.368834996800296	76.3603203317783	-3.62915532857861
48	78.1	81.9490461543016	-2.7455751549445	76.9965290006429	3.84904615430162
49	70.7	69.1537700602272	-5.38650772973468	77.6327376695075	-1.5462299397728
50	74.9	74.9540621114392	-3.4837246745221	78.329662563083	0.0540621114391513
51	88	88.5654637041709	8.40794883917066	79.0265874566585	0.565463704170881
52	81.3	83.0762680561194	-0.238446530725028	79.7621784746056	1.77626805611942
53	75.7	70.9870739948364	-0.0848434873891901	80.4977694925528	-4.71292600516357
54	89.8	91.4241391417359	6.94834006522595	81.2275207930381	1.62413914173592
55	74.6	75.1278716050148	-7.88514369853833	81.9572720935235	0.527871605014838
56	74.9	75.9928038889393	-8.71411065031845	82.5213067613791	1.09280388893933
57	90	90.4405501354815	6.47410843528376	83.0853414292348	0.440550135481459
58	88.1	86.4189562333886	6.33911963539618	83.4419241312152	-1.68104376661135
59	84.9	85.6326581700042	0.368834996800296	83.7985068331955	0.732658170004157
60	87.7	94.1975719358492	-2.7455751549445	83.9480032190953	6.49757193584921
61	80.5	82.2890081247396	-5.38650772973468	84.0974996049951	1.78900812473962
62	79	77.3838911161839	-3.4837246745221	84.0998335583382	-1.61610888381614
63	89.9	87.2898836491479	8.40794883917066	84.1021675116814	-2.61011635085208
64	86.3	88.7135313766102	-0.238446530725028	84.1249151541148	2.41353137661022
65	81.1	78.137180690841	-0.0848434873891901	84.1476627965482	-2.96281930915897
66	92.4	93.4856072477647	6.94834006522595	84.3660526870094	1.0856072477647
67	71.8	66.9007011210678	-7.88514369853833	84.5844425774705	-4.89929887893221
68	76.1	75.8735849914301	-8.71411065031845	85.0405256588883	-0.226415008569887
69	92.5	93.0292828244101	6.47410843528376	85.4966087403061	0.529282824410132
70	87	81.601996053355	6.33911963539618	86.0588843112488	-5.39800394664498
71	89.5	92.0100051210082	0.368834996800296	86.6211598821915	2.51000512100822
72	88.7	92.9644209004695	-2.7455751549445	87.181154254475	4.26442090046955
73	83.8	85.2453591029762	-5.38650772973468	87.7411486267584	1.44535910297624
74	84.9	85.0304808189896	-3.4837246745221	88.2532438555325	0.130480818989639
75	99	100.826712076523	8.40794883917066	88.7653390843065	1.82671207652284
76	84.6	80.1931314787802	-0.238446530725028	89.2453150519449	-4.40686852121983
77	92.7	95.759552467806	-0.0848434873891901	89.7252910195832	3.05955246780597
78	97.6	98.0483029585238	6.94834006522595	90.2033569762502	0.44830295852384
79	78	73.2037207656212	-7.88514369853833	90.6814229329172	-4.79627923437884
80	81.9	81.3414574240273	-8.71411065031845	91.1726532262912	-0.558542575972737
81	96.5	94.862008045051	6.47410843528376	91.6638835196652	-1.63799195494897
82	99.9	101.292752940886	6.33911963539618	92.1681274237183	1.39275294088554
83	96.2	99.3587936754284	0.368834996800296	92.6723713277713	3.15879367542836
84	90.5	90.4804105110989	-2.7455751549445	93.2651646438456	-0.0195894889010901
85	91.4	94.3285497698149	-5.38650772973468	93.8579579599198	2.92854976981485
86	89.7	88.4034951107363	-3.4837246745221	94.4802295637858	-1.2965048892637
87	102.7	101.889549993178	8.40794883917066	95.1025011676518	-0.81045000682245
88	91.5	87.5746126738542	-0.238446530725028	95.6638338568708	-3.92538732614578
89	96.2	96.2596769412994	-0.0848434873891901	96.2251665460898	0.0596769412993865
90	104.5	105.201189328982	6.94834006522595	96.8504706057923	0.701189328981783
91	90.3	91.0093690330436	-7.88514369853833	97.4757746654947	0.7093690330436
92	90.3	91.0972132159021	-8.71411065031845	98.2168974344163	0.797213215902119
93	100.4	95.3678713613783	6.47410843528376	98.9580202033379	-5.0321286386217
94	111.3	116.575983590862	6.33911963539618	99.6848967737422	5.2759835908616
95	101.3	101.819391659053	0.368834996800296	100.411773344146	0.519391659053213
96	94.4	90.5847626450707	-2.7455751549445	100.960812509874	-3.81523735492928
97	100.4	104.676656054134	-5.38650772973468	101.509851675601	4.27665605413358
98	102	105.611683861357	-3.4837246745221	101.872040813165	3.61168386135699
99	104.3	97.9578212101002	8.40794883917066	102.234229950729	-6.34217878989979
100	108.8	115.604584169259	-0.238446530725028	102.233862361466	6.8045841692588
101	101.3	100.451348715186	-0.0848434873891901	102.233494772203	-0.848651284814125
102	108.9	109.239682578354	6.94834006522595	101.61197735642	0.339682578353646
103	98.5	103.894683757901	-7.88514369853833	100.990459940638	5.39468375790082
104	88.8	86.5560242373907	-8.71411065031845	99.7580864129277	-2.24397576260928
105	111.8	118.600178679498	6.47410843528376	98.5257128852179	6.8001786794983
106	109.6	115.804324060622	6.33911963539618	97.0565563039819	6.20432406062187
107	92.5	89.0437652804538	0.368834996800296	95.5873997227459	-3.45623471954625
108	94.5	97.5724894740068	-2.7455751549445	94.1730856809377	3.07248947400676
109	80.8	74.2277360906051	-5.38650772973468	92.7587716391295	-6.57226390939488
110	83.7	79.2866066668853	-3.4837246745221	91.5971180076368	-4.41339333311467
111	94.2	89.5565867846853	8.40794883917066	90.435464376144	-4.64341321531467
112	86.2	82.8793218414902	-0.238446530725028	89.7591246892349	-3.32067815850982
113	89	89.0020584850635	-0.0848434873891901	89.0827850023257	0.00205848506350037
114	94.7	93.323639099993	6.94834006522595	89.1280208347811	-1.37636090000701
115	81.9	82.5118870313019	-7.88514369853833	89.1732566672364	0.61188703130189
116	80.2	79.2824192272312	-8.71411065031845	89.8316914230873	-0.917580772768815
117	96.5	96.0357653857781	6.47410843528376	90.4901261789381	-0.464234614221851
118	95.6	93.4884848885035	6.33911963539618	91.3723954761003	-2.11151511149653
119	91.9	91.1765002299371	0.368834996800296	92.2546647732626	-0.723499770062901
120	89.9	89.3065745958665	-2.7455751549445	93.2390005590781	-0.593425404133541
121	86.3	83.7631713848412	-5.38650772973468	94.2233363448935	-2.53682861515883
122	94	96.2143261717502	-3.4837246745221	95.2693985027719	2.2143261717502
123	108	111.276590500179	8.40794883917066	96.3154606606503	3.27659050017904
124	96.3	95.4628658374139	-0.238446530725028	97.3755806933111	-0.837134162586068
125	94.6	90.8491427614173	-0.0848434873891901	98.4357007259719	-3.75085723858268
126	111.7	117.030777070578	6.94834006522595	99.4208828641962	5.33077707057785
127	92	91.4790786961178	-7.88514369853833	100.406065002421	-0.520921303882204
128	91.9	91.1299683248767	-8.71411065031845	101.384142325442	-0.770031675123292
129	109.2	109.563671916253	6.47410843528376	102.362219648463	0.363671916253281
130	106.8	103.99383205486	6.33911963539618	103.267048309744	-2.80616794514039
131	105.8	107.059288032174	0.368834996800296	104.171876971025	1.25928803217425
132	103.6	105.184929469962	-2.7455751549445	104.760645684982	1.58492946996213
133	97.6	95.2370933307954	-5.38650772973468	105.349414398939	-2.36290666920461
134	102.8	103.391228264119	-3.4837246745221	105.692496410403	0.591228264118669
135	124.8	135.156472738962	8.40794883917066	106.035578421868	10.3564727389617
136	103.9	101.907952388904	-0.238446530725028	106.130494141821	-1.99204761109566
137	112.2	118.259433625615	-0.0848434873891901	106.225409861774	6.0594336256154
138	108.5	103.980311812042	6.94834006522595	106.071348122732	-4.51968818795838
139	92.4	86.7678573148473	-7.88514369853833	105.917286383691	-5.63214268515273
140	101.1	105.212104831381	-8.71411065031845	105.702005818937	4.11210483138144
141	114.9	117.839166310533	6.47410843528376	105.486725254183	2.93916631053331
142	106.4	101.194704340343	6.33911963539618	105.266176024261	-5.20529565965685
143	104	102.585538208861	0.368834996800296	105.045626794338	-1.41446179113872
144	101.6	100.960881849083	-2.7455751549445	104.984693305862	-0.639118150917255
145	99.4	99.2627479123496	-5.38650772973468	104.923759817385	-0.137252087650396
146	102.3	103.154263525134	-3.4837246745221	104.929461149388	0.854263525134229
147	121.3	129.256888679439	8.40794883917066	104.935162481391	7.95688867943866
148	99.3	93.9157883406861	-0.238446530725028	104.922658190039	-5.38421165931388
149	102.9	100.974689588702	-0.0848434873891901	104.910153898687	-1.92531041129793
150	111.4	111.143290471686	6.94834006522595	104.708369463088	-0.256709528313905
151	98.5	100.37855867105	-7.88514369853833	104.506585027489	1.87855867104953
152	98.5	101.535486974909	-8.71411065031845	104.17862367541	3.03548697490876
153	108.5	106.675229241386	6.47410843528376	103.850662323331	-1.82477075861432
154	112.1	114.100844087716	6.33911963539618	103.760036276887	2.00084408771637
155	105.3	106.561754772755	0.368834996800296	103.669410230444	1.26175477275538
156	95.2	89.3310589264997	-2.7455751549445	103.814516228445	-5.86894107350027
157	98.2	97.8268855032895	-5.38650772973468	103.959622226445	-0.373114496710542
158	96.6	92.5642421631361	-3.4837246745221	104.119482511386	-4.03575783686392
159	109.6	106.512708364503	8.40794883917066	104.279342796327	-3.08729163549749
160	108	111.674109597071	-0.238446530725028	104.564336933654	3.67410959707142
161	106.7	108.635512416409	-0.0848434873891901	104.84933107098	1.9355124164088
162	111.5	110.838972278408	6.94834006522595	105.212687656366	-0.661027721591921
163	104.5	111.309099456787	-7.88514369853833	105.576044241752	6.8090994567868
164	94.3	91.4368998717513	-8.71411065031845	105.877210778567	-2.86310012824866
165	109.6	106.547514249334	6.47410843528376	106.178377315383	-3.05248575066646
166	116.4	120.099393097831	6.33911963539618	106.361487266773	3.69939309783119
167	106.5	106.086567785037	0.368834996800296	106.544597218163	-0.413432214962853
168	100.5	97.0543926657381	-2.7455751549445	106.691182489206	-3.44560733426187
169	101.7	101.948739969485	-5.38650772973468	106.83776776025	0.248739969484504
170	104.1	104.613871518002	-3.4837246745221	107.06985315652	0.513871518001764
171	112.3	108.890112608039	8.40794883917066	107.301938552791	-3.40988739196118
172	111.2	115.035470382664	-0.238446530725028	107.602976148061	3.83547038266397
173	108.2	108.580829744058	-0.0848434873891901	107.904013743332	0.380829744057607
174	115.1	115.162109381476	6.94834006522595	108.089550553298	0.0621093814762617
175	102.3	104.210056335274	-7.88514369853833	108.275087363264	1.91005633527435
176	93.6	87.5912233353456	-8.71411065031845	108.322887314973	-6.00877666465439
177	120.6	126.355204298035	6.47410843528376	108.370687266682	5.75520429803456
178	118.4	122.098171370578	6.33911963539618	108.362708994026	3.69817137057791
179	106.6	104.47643428183	0.368834996800296	108.35473072137	-2.12356571817045
180	105.3	104.997371644431	-2.7455751549445	108.348203510514	-0.302628355569155
181	101.5	100.044831430077	-5.38650772973468	108.341676299657	-1.45516856992251
182	100.1	95.302822192478	-3.4837246745221	108.380902482044	-4.79717780752202
183	119.5	122.171922496398	8.40794883917066	108.420128664431	2.67192249639827
184	111.2	114.105659781565	-0.238446530725028	108.53278674916	2.90565978156545
185	103.7	98.8393986535011	-0.0848434873891901	108.645444833888	-4.86060134649891
186	117.8	119.829672899921	6.94834006522595	108.821987034853	2.02967289992097
187	101.7	102.28661446272	-7.88514369853833	108.998529235818	0.586614462720277
188	97.4	94.3299307356876	-8.71411065031845	109.184179914631	-3.07006926431242
189	120	124.156060971273	6.47410843528376	109.369830593444	4.15606097127254
190	117	118.075030442796	6.33911963539618	109.585849921807	1.0750304427964
191	110.6	111.029295753029	0.368834996800296	109.801869250171	0.429295753028583
192	105.3	103.274637225177	-2.7455751549445	110.070937929767	-2.02536277482264
193	100.9	96.8465011203715	-5.38650772973468	110.340006609363	-4.05349887962849
194	108.1	109.165818355535	-3.4837246745221	110.517906318987	1.06581835553497
195	119.3	119.496245132218	8.40794883917066	110.695806028611	0.196245132218252
196	113	115.392410037524	-0.238446530725028	110.846036493201	2.39241003752365
197	108.6	106.288576529598	-0.0848434873891901	110.996266957792	-2.31142347040249
198	123.3	128.353572311056	6.94834006522595	111.298087623718	5.05357231105594
199	101.4	99.0852354088938	-7.88514369853833	111.599908289645	-2.3147645911062
200	103.5	103.758499890375	-8.71411065031845	111.955610759943	0.258499890375347
201	119.4	120.014578334475	6.47410843528376	112.311313230242	0.614578334474572
202	113.1	107.243114910231	6.33911963539618	112.617765454372	-5.85688508976861
203	112	110.706947324697	0.368834996800296	112.924217678503	-1.29305267530347
204	115.8	121.056678813897	-2.7455751549445	113.288896341047	5.25667881389735
205	105.4	102.532932726144	-5.38650772973468	113.653575003591	-2.86706727385643
206	110.9	111.245794728143	-3.4837246745221	114.037929946379	0.345794728143176
207	128.5	134.169766271663	8.40794883917066	114.422284889167	5.66976627166258
208	109	103.417221190242	-0.238446530725028	114.821225340483	-5.58277880975753
209	117.2	119.264677695591	-0.0848434873891901	115.220165791798	2.06467769559086
210	124.4	126.233242254353	6.94834006522595	115.618417680421	1.83324225435265
211	104.7	101.268474129494	-7.88514369853833	116.016669569044	-3.43152587050614
212	108.6	109.505538674091	-8.71411065031845	116.408571976227	0.905538674090991

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