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Author's title

Author

*Unverified author*

R Software Module

rwasp_decompose.wasp

Title produced by software

Classical Decomposition

Date of computation

Sun, 30 May 2010 13:27:56 +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/May/30/t1275226119rgxqwm2gqe3ts0x.htm/, Retrieved Thu, 02 May 2024 19:05:38 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=76695, Retrieved Thu, 02 May 2024 19:05:38 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

KDGP2W52

Estimated Impact

200

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

-     [Classical Decomposition] [Opgave9:Classical...] [2010-05-30 13:11:15] [6161c2e3b695d45e6326d4bda3093101]
-   PD    [Classical Decomposition] [Opgave9:Classical...] [2010-05-30 13:27:56] [52430d682409e27a0d0e07da361cea73] [Current]
-   P       [Classical Decomposition] [Opgave 9: Goudkoe...] [2010-06-04 14:55:19] [6161c2e3b695d45e6326d4bda3093101] 
- RMPD      [Exponential Smoothing] [Opgave 10: Nieuwe...] [2010-06-04 15:15:38] [6161c2e3b695d45e6326d4bda3093101] 
- RMP       [Exponential Smoothing] [Opgave 10: Goudko...] [2010-06-04 15:22:07] [6161c2e3b695d45e6326d4bda3093101] 

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Dataseries X:

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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	4 seconds
R Server	'RServer@AstonUniversity' @ vre.aston.ac.uk

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 4 seconds \tabularnewline
R Server & 'RServer@AstonUniversity' @ vre.aston.ac.uk \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=76695&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]4 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'RServer@AstonUniversity' @ vre.aston.ac.uk[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=76695&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=76695&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	4 seconds
R Server	'RServer@AstonUniversity' @ vre.aston.ac.uk

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

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 23100 & NA & NA & 23.15 & NA \tabularnewline
2 & 22650 & NA & NA & -34.1227272727273 & NA \tabularnewline
3 & 22440 & 22794.7181818182 & 22816 & -21.2818181818182 & -354.718181818182 \tabularnewline
4 & 22910 & 22700.2181818182 & 22703 & -2.78181818181818 & 209.781818181818 \tabularnewline
5 & 22980 & 22668.0363636364 & 22633 & 35.0363636363636 & 311.963636363635 \tabularnewline
6 & 22535 & 22724.15 & 22701 & 23.15 & -189.150000000001 \tabularnewline
7 & 22300 & 22640.8772727273 & 22675 & -34.1227272727273 & -340.877272727274 \tabularnewline
8 & 22780 & 22717.7181818182 & 22739 & -21.2818181818182 & 62.2818181818184 \tabularnewline
9 & 22780 & 22989.2181818182 & 22992 & -2.78181818181818 & -209.218181818182 \tabularnewline
10 & 23300 & 23469.0363636364 & 23434 & 35.0363636363636 & -169.036363636365 \tabularnewline
11 & 23800 & 23833.15 & 23810 & 23.15 & -33.1500000000015 \tabularnewline
12 & 24510 & 24165.8772727273 & 24200 & -34.1227272727273 & 344.122727272726 \tabularnewline
13 & 24660 & 24532.7181818182 & 24554 & -21.2818181818182 & 127.281818181818 \tabularnewline
14 & 24730 & 24729.2181818182 & 24732 & -2.78181818181818 & 0.78181818181838 \tabularnewline
15 & 25070 & 24841.0363636364 & 24806 & 35.0363636363636 & 228.963636363635 \tabularnewline
16 & 24690 & 24681.15 & 24658 & 23.15 & 8.84999999999854 \tabularnewline
17 & 24880 & 24453.8772727273 & 24488 & -34.1227272727273 & 426.122727272726 \tabularnewline
18 & 23920 & 24250.7181818182 & 24272 & -21.2818181818182 & -330.718181818182 \tabularnewline
19 & 23880 & 24249.2181818182 & 24252 & -2.78181818181818 & -369.218181818182 \tabularnewline
20 & 23990 & 24033.0363636364 & 23998 & 35.0363636363636 & -43.0363636363654 \tabularnewline
21 & 24590 & 23953.15 & 23930 & 23.15 & 636.849999999999 \tabularnewline
22 & 23610 & 23791.8772727273 & 23826 & -34.1227272727273 & -181.877272727274 \tabularnewline
23 & 23580 & 23788.7181818182 & 23810 & -21.2818181818182 & -208.718181818182 \tabularnewline
24 & 23360 & 23677.2181818182 & 23680 & -2.78181818181818 & -317.218181818182 \tabularnewline
25 & 23910 & 23605.0363636364 & 23570 & 35.0363636363636 & 304.963636363635 \tabularnewline
26 & 23940 & 23437.15 & 23414 & 23.15 & 502.849999999999 \tabularnewline
27 & 23060 & 23311.8772727273 & 23346 & -34.1227272727273 & -251.877272727274 \tabularnewline
28 & 22800 & 23120.7181818182 & 23142 & -21.2818181818182 & -320.718181818182 \tabularnewline
29 & 23020 & 22907.2181818182 & 22910 & -2.78181818181818 & 112.781818181818 \tabularnewline
30 & 22890 & 22839.0363636364 & 22804 & 35.0363636363636 & 50.9636363636346 \tabularnewline
31 & 22780 & 22725.15 & 22702 & 23.15 & 54.8499999999985 \tabularnewline
32 & 22530 & 22627.8772727273 & 22662 & -34.1227272727273 & -97.8772727272735 \tabularnewline
33 & 22290 & 22558.7181818182 & 22580 & -21.2818181818182 & -268.718181818182 \tabularnewline
34 & 22820 & 22443.2181818182 & 22446 & -2.78181818181818 & 376.781818181818 \tabularnewline
35 & 22480 & 22375.0363636364 & 22340 & 35.0363636363636 & 104.963636363635 \tabularnewline
36 & 22110 & 22351.15 & 22328 & 23.15 & -241.150000000001 \tabularnewline
37 & 22000 & 22181.8772727273 & 22216 & -34.1227272727273 & -181.877272727274 \tabularnewline
38 & 22230 & 22216.7181818182 & 22238 & -21.2818181818182 & 13.2818181818184 \tabularnewline
39 & 22260 & 22377.2181818182 & 22380 & -2.78181818181818 & -117.218181818182 \tabularnewline
40 & 22590 & 22499.0363636364 & 22464 & 35.0363636363636 & 90.9636363636346 \tabularnewline
41 & 22820 & 22487.15 & 22464 & 23.15 & 332.849999999999 \tabularnewline
42 & 22420 & 22297.8772727273 & 22332 & -34.1227272727273 & 122.122727272726 \tabularnewline
43 & 22230 & 21992.7181818182 & 22014 & -21.2818181818182 & 237.281818181818 \tabularnewline
44 & 21600 & 21719.2181818182 & 21722 & -2.78181818181818 & -119.218181818182 \tabularnewline
45 & 21000 & 21601.0363636364 & 21566 & 35.0363636363636 & -601.036363636365 \tabularnewline
46 & 21360 & 21433.15 & 21410 & 23.15 & -73.1500000000015 \tabularnewline
47 & 21640 & 21397.8772727273 & 21432 & -34.1227272727273 & 242.122727272726 \tabularnewline
48 & 21450 & 21534.7181818182 & 21556 & -21.2818181818182 & -84.7181818181816 \tabularnewline
49 & 21710 & 21641.2181818182 & 21644 & -2.78181818181818 & 68.7818181818184 \tabularnewline
50 & 21620 & 21649.0363636364 & 21614 & 35.0363636363636 & -29.0363636363654 \tabularnewline
51 & 21800 & 21681.15 & 21658 & 23.15 & 118.849999999999 \tabularnewline
52 & 21490 & 21707.8772727273 & 21742 & -34.1227272727273 & -217.877272727274 \tabularnewline
53 & 21670 & 21806.7181818182 & 21828 & -21.2818181818182 & -136.718181818182 \tabularnewline
54 & 22130 & 21875.2181818182 & 21878 & -2.78181818181818 & 254.781818181818 \tabularnewline
55 & 22050 & 22043.0363636364 & 22008 & 35.0363636363636 & 6.96363636363458 \tabularnewline
56 & 22050 & 22175.15 & 22152 & 23.15 & -125.150000000001 \tabularnewline
57 & 22140 & 22135.8772727273 & 22170 & -34.1227272727273 & 4.12272727272648 \tabularnewline
58 & 22390 & 22096.7181818182 & 22118 & -21.2818181818182 & 293.281818181818 \tabularnewline
59 & 22220 & 22007.2181818182 & 22010 & -2.78181818181818 & 212.781818181818 \tabularnewline
60 & 21790 & 21951.0363636364 & 21916 & 35.0363636363636 & -161.036363636365 \tabularnewline
61 & 21510 & 21810.15 & 21787 & 23.15 & -300.150000000001 \tabularnewline
62 & 21670 & 21678.8772727273 & 21713 & -34.1227272727273 & -8.87727272727352 \tabularnewline
63 & 21745 & 21754.7181818182 & 21776 & -21.2818181818182 & -9.71818181818162 \tabularnewline
64 & 21850 & 21881.2181818182 & 21884 & -2.78181818181818 & -31.2181818181816 \tabularnewline
65 & 22105 & 21919.0363636364 & 21884 & 35.0363636363636 & 185.963636363635 \tabularnewline
66 & 22050 & 21894.15 & 21871 & 23.15 & 155.849999999999 \tabularnewline
67 & 21670 & 21826.8772727273 & 21861 & -34.1227272727273 & -156.877272727274 \tabularnewline
68 & 21680 & 21802.7181818182 & 21824 & -21.2818181818182 & -122.718181818182 \tabularnewline
69 & 21800 & 21807.2181818182 & 21810 & -2.78181818181818 & -7.21818181818162 \tabularnewline
70 & 21920 & 21965.0363636364 & 21930 & 35.0363636363636 & -45.0363636363654 \tabularnewline
71 & 21980 & 21965.15 & 21942 & 23.15 & 14.8499999999985 \tabularnewline
72 & 22270 & 21937.8772727273 & 21972 & -34.1227272727273 & 332.122727272726 \tabularnewline
73 & 21740 & 21968.7181818182 & 21990 & -21.2818181818182 & -228.718181818182 \tabularnewline
74 & 21950 & 21969.2181818182 & 21972 & -2.78181818181818 & -19.2181818181816 \tabularnewline
75 & 22010 & 21937.0363636364 & 21902 & 35.0363636363636 & 72.9636363636346 \tabularnewline
76 & 21890 & 21999.15 & 21976 & 23.15 & -109.150000000001 \tabularnewline
77 & 21920 & 22019.8772727273 & 22054 & -34.1227272727273 & -99.8772727272735 \tabularnewline
78 & 22110 & 22072.7181818182 & 22094 & -21.2818181818182 & 37.2818181818184 \tabularnewline
79 & 22340 & 22161.2181818182 & 22164 & -2.78181818181818 & 178.781818181818 \tabularnewline
80 & 22210 & 22207.0363636364 & 22172 & 35.0363636363636 & 2.96363636363458 \tabularnewline
81 & 22240 & 22217.15 & 22194 & 23.15 & 22.8499999999985 \tabularnewline
82 & 21960 & 22103.8772727273 & 22138 & -34.1227272727273 & -143.877272727274 \tabularnewline
83 & 22220 & 22092.7181818182 & 22114 & -21.2818181818182 & 127.281818181818 \tabularnewline
84 & 22060 & 22055.2181818182 & 22058 & -2.78181818181818 & 4.78181818181838 \tabularnewline
85 & 22090 & 22089.0363636364 & 22054 & 35.0363636363636 & 0.963636363634578 \tabularnewline
86 & 21960 & 21991.15 & 21968 & 23.15 & -31.1500000000015 \tabularnewline
87 & 21940 & 21863.8772727273 & 21898 & -34.1227272727273 & 76.1227272727265 \tabularnewline
88 & 21790 & 21796.7181818182 & 21818 & -21.2818181818182 & -6.71818181818162 \tabularnewline
89 & 21710 & 21765.2181818182 & 21768 & -2.78181818181818 & -55.2181818181816 \tabularnewline
90 & 21690 & 21749.0363636364 & 21714 & 35.0363636363636 & -59.0363636363654 \tabularnewline
91 & 21710 & 21707.15 & 21684 & 23.15 & 2.84999999999854 \tabularnewline
92 & 21670 & 21607.8772727273 & 21642 & -34.1227272727273 & 62.1227272727265 \tabularnewline
93 & 21640 & 21540.7181818182 & 21562 & -21.2818181818182 & 99.2818181818184 \tabularnewline
94 & 21500 & 21467.2181818182 & 21470 & -2.78181818181818 & 32.7818181818184 \tabularnewline
95 & 21290 & 21487.0363636364 & 21452 & 35.0363636363636 & -197.036363636365 \tabularnewline
96 & 21250 & 21481.15 & 21458 & 23.15 & -231.150000000001 \tabularnewline
97 & 21580 & 21447.8772727273 & 21482 & -34.1227272727273 & 132.122727272726 \tabularnewline
98 & 21670 & 21504.7181818182 & 21526 & -21.2818181818182 & 165.281818181818 \tabularnewline
99 & 21620 & 21545.2181818182 & 21548 & -2.78181818181818 & 74.7818181818184 \tabularnewline
100 & 21510 & 21551.0363636364 & 21516 & 35.0363636363636 & -41.0363636363654 \tabularnewline
101 & 21360 & 21499.15 & 21476 & 23.15 & -139.150000000001 \tabularnewline
102 & 21420 & 21391.8772727273 & 21426 & -34.1227272727273 & 28.1227272727265 \tabularnewline
103 & 21470 & 21376.7181818182 & 21398 & -21.2818181818182 & 93.2818181818184 \tabularnewline
104 & 21370 & 21391.2181818182 & 21394 & -2.78181818181818 & -21.2181818181816 \tabularnewline
105 & 21370 & 21371.0363636364 & 21336 & 35.0363636363636 & -1.03636363636542 \tabularnewline
106 & 21340 & 21291.15 & 21268 & 23.15 & 48.8499999999985 \tabularnewline
107 & 21130 & 21157.8772727273 & 21192 & -34.1227272727273 & -27.8772727272735 \tabularnewline
108 & 21130 & 21144.7181818182 & 21166 & -21.2818181818182 & -14.7181818181816 \tabularnewline
109 & 20990 & 21159.2181818182 & 21162 & -2.78181818181818 & -169.218181818182 \tabularnewline
110 & 21240 & 21257.0363636364 & 21222 & 35.0363636363636 & -17.0363636363654 \tabularnewline
111 & 21320 & 21297.15 & 21274 & 23.15 & 22.8499999999985 \tabularnewline
112 & 21430 & 21347.8772727273 & 21382 & -34.1227272727273 & 82.1227272727265 \tabularnewline
113 & 21390 & 21414.7181818182 & 21436 & -21.2818181818182 & -24.7181818181816 \tabularnewline
114 & 21530 & 21495.2181818182 & 21498 & -2.78181818181818 & 34.7818181818184 \tabularnewline
115 & 21510 & 21559.0363636364 & 21524 & 35.0363636363636 & -49.0363636363654 \tabularnewline
116 & 21630 & 21591.15 & 21568 & 23.15 & 38.8499999999985 \tabularnewline
117 & 21560 & 21539.8772727273 & 21574 & -34.1227272727273 & 20.1227272727265 \tabularnewline
118 & 21610 & 21512.7181818182 & 21534 & -21.2818181818182 & 97.2818181818184 \tabularnewline
119 & 21560 & 21473.2181818182 & 21476 & -2.78181818181818 & 86.7818181818184 \tabularnewline
120 & 21310 & 21481.0363636364 & 21446 & 35.0363636363636 & -171.036363636365 \tabularnewline
121 & 21340 & 21457.15 & 21434 & 23.15 & -117.150000000001 \tabularnewline
122 & 21410 & 21363.8772727273 & 21398 & -34.1227272727273 & 46.1227272727265 \tabularnewline
123 & 21550 & 21434.7181818182 & 21456 & -21.2818181818182 & 115.281818181818 \tabularnewline
124 & 21380 & 21491.2181818182 & 21494 & -2.78181818181818 & -111.218181818182 \tabularnewline
125 & 21600 & 21559.0363636364 & 21524 & 35.0363636363636 & 40.9636363636346 \tabularnewline
126 & 21530 & 21571.15 & 21548 & 23.15 & -41.1500000000015 \tabularnewline
127 & 21560 & 21545.8772727273 & 21580 & -34.1227272727273 & 14.1227272727265 \tabularnewline
128 & 21670 & 21546.7181818182 & 21568 & -21.2818181818182 & 123.281818181818 \tabularnewline
129 & 21540 & 21569.2181818182 & 21572 & -2.78181818181818 & -29.2181818181816 \tabularnewline
130 & 21540 & 21613.0363636364 & 21578 & 35.0363636363636 & -73.0363636363654 \tabularnewline
131 & 21550 & 21551.15 & 21528 & 23.15 & -1.15000000000146 \tabularnewline
132 & 21590 & 21469.8772727273 & 21504 & -34.1227272727273 & 120.122727272726 \tabularnewline
133 & 21420 & 21448.7181818182 & 21470 & -21.2818181818182 & -28.7181818181816 \tabularnewline
134 & 21420 & 21433.2181818182 & 21436 & -2.78181818181818 & -13.2181818181816 \tabularnewline
135 & 21370 & 21395.0363636364 & 21360 & 35.0363636363636 & -25.0363636363654 \tabularnewline
136 & 21380 & 21400.15 & 21377 & 23.15 & -20.1500000000015 \tabularnewline
137 & 21210 & 21331.8772727273 & 21366 & -34.1227272727273 & -121.877272727274 \tabularnewline
138 & 21505 & 21347.7181818182 & 21369 & -21.2818181818182 & 157.281818181818 \tabularnewline
139 & 21365 & 21360.2181818182 & 21363 & -2.78181818181818 & 4.78181818181838 \tabularnewline
140 & 21385 & 21428.0363636364 & 21393 & 35.0363636363636 & -43.0363636363654 \tabularnewline
141 & 21350 & 21421.15 & 21398 & 23.15 & -71.1500000000015 \tabularnewline
142 & 21360 & 21366.8772727273 & 21401 & -34.1227272727273 & -6.87727272727352 \tabularnewline
143 & 21530 & 21428.7181818182 & 21450 & -21.2818181818182 & 101.281818181818 \tabularnewline
144 & 21380 & 21606.2181818182 & 21609 & -2.78181818181818 & -226.218181818182 \tabularnewline
145 & 21630 & 21835.0363636364 & 21800 & 35.0363636363636 & -205.036363636365 \tabularnewline
146 & 22145 & 21985.15 & 21962 & 23.15 & 159.849999999999 \tabularnewline
147 & 22315 & 22139.8772727273 & 22174 & -34.1227272727273 & 175.122727272726 \tabularnewline
148 & 22340 & 22253.7181818182 & 22275 & -21.2818181818182 & 86.2818181818184 \tabularnewline
149 & 22440 & 22234.2181818182 & 22237 & -2.78181818181818 & 205.781818181818 \tabularnewline
150 & 22135 & 22221.0363636364 & 22186 & 35.0363636363636 & -86.0363636363654 \tabularnewline
151 & 21955 & 22151.15 & 22128 & 23.15 & -196.150000000001 \tabularnewline
152 & 22060 & 22012.8772727273 & 22047 & -34.1227272727273 & 47.1227272727265 \tabularnewline
153 & 22050 & 22054.7181818182 & 22076 & -21.2818181818182 & -4.71818181818162 \tabularnewline
154 & 22035 & 22145.2181818182 & 22148 & -2.78181818181818 & -110.218181818182 \tabularnewline
155 & 22280 & 22212.0363636364 & 22177 & 35.0363636363636 & 67.9636363636346 \tabularnewline
156 & 22315 & 22184.15 & 22161 & 23.15 & 130.849999999999 \tabularnewline
157 & 22205 & 22134.8772727273 & 22169 & -34.1227272727273 & 70.1227272727265 \tabularnewline
158 & 21970 & 22114.7181818182 & 22136 & -21.2818181818182 & -144.718181818182 \tabularnewline
159 & 22075 & 22091.2181818182 & 22094 & -2.78181818181818 & -16.2181818181816 \tabularnewline
160 & 22115 & 22065.0363636364 & 22030 & 35.0363636363636 & 49.9636363636346 \tabularnewline
161 & 22105 & 22020.15 & 21997 & 23.15 & 84.8499999999985 \tabularnewline
162 & 21885 & 21929.8772727273 & 21964 & -34.1227272727273 & -44.8772727272735 \tabularnewline
163 & 21805 & 21918.7181818182 & 21940 & -21.2818181818182 & -113.718181818182 \tabularnewline
164 & 21910 & 21965.2181818182 & 21968 & -2.78181818181818 & -55.2181818181816 \tabularnewline
165 & 21995 & 22046.0363636364 & 22011 & 35.0363636363636 & -51.0363636363654 \tabularnewline
166 & 22245 & 22099.15 & 22076 & 23.15 & 145.849999999999 \tabularnewline
167 & 22100 & 22119.8772727273 & 22154 & -34.1227272727273 & -19.8772727272735 \tabularnewline
168 & 22130 & 22316.7181818182 & 22338 & -21.2818181818182 & -186.718181818182 \tabularnewline
169 & 22300 & 22494.2181818182 & 22497 & -2.78181818181818 & -194.218181818182 \tabularnewline
170 & 22915 & 22688.0363636364 & 22653 & 35.0363636363636 & 226.963636363635 \tabularnewline
171 & 23040 & 22850.15 & 22827 & 23.15 & 189.849999999999 \tabularnewline
172 & 22880 & 22964.8772727273 & 22999 & -34.1227272727273 & -84.8772727272735 \tabularnewline
173 & 23000 & 22998.7181818182 & 23020 & -21.2818181818182 & 1.28181818181838 \tabularnewline
174 & 23160 & 22963.2181818182 & 22966 & -2.78181818181818 & 196.781818181818 \tabularnewline
175 & 23020 & 22957.0363636364 & 22922 & 35.0363636363636 & 62.9636363636346 \tabularnewline
176 & 22770 & 22893.15 & 22870 & 23.15 & -123.150000000001 \tabularnewline
177 & 22660 & 22784.8772727273 & 22819 & -34.1227272727273 & -124.877272727274 \tabularnewline
178 & 22740 & 22737.7181818182 & 22759 & -21.2818181818182 & 2.28181818181838 \tabularnewline
179 & 22905 & 22743.2181818182 & 22746 & -2.78181818181818 & 161.781818181818 \tabularnewline
180 & 22720 & 22796.0363636364 & 22761 & 35.0363636363636 & -76.0363636363654 \tabularnewline
181 & 22705 & 22756.15 & 22733 & 23.15 & -51.1500000000015 \tabularnewline
182 & 22735 & 22619.8772727273 & 22654 & -34.1227272727273 & 115.122727272726 \tabularnewline
183 & 22600 & 22600.7181818182 & 22622 & -21.2818181818182 & -0.71818181818162 \tabularnewline
184 & 22510 & 22593.2181818182 & 22596 & -2.78181818181818 & -83.2181818181816 \tabularnewline
185 & 22560 & 22621.0363636364 & 22586 & 35.0363636363636 & -61.0363636363654 \tabularnewline
186 & 22575 & 22685.15 & 22662 & 23.15 & -110.150000000001 \tabularnewline
187 & 22685 & 22780.8772727273 & 22815 & -34.1227272727273 & -95.8772727272735 \tabularnewline
188 & 22980 & 23050.7181818182 & 23072 & -21.2818181818182 & -70.7181818181816 \tabularnewline
189 & 23275 & 23282.2181818182 & 23285 & -2.78181818181818 & -7.21818181818162 \tabularnewline
190 & 23845 & 23511.0363636364 & 23476 & 35.0363636363636 & 333.963636363635 \tabularnewline
191 & 23640 & 23670.15 & 23647 & 23.15 & -30.1500000000015 \tabularnewline
192 & 23640 & 23682.8772727273 & 23717 & -34.1227272727273 & -42.8772727272735 \tabularnewline
193 & 23835 & 23737.7181818182 & 23759 & -21.2818181818182 & 97.2818181818184 \tabularnewline
194 & 23625 & 23829.2181818182 & 23832 & -2.78181818181818 & -204.218181818182 \tabularnewline
195 & 24055 & 24004.0363636364 & 23969 & 35.0363636363636 & 50.9636363636346 \tabularnewline
196 & 24005 & 24114.15 & 24091 & 23.15 & -109.150000000001 \tabularnewline
197 & 24325 & 24265.8772727273 & 24300 & -34.1227272727273 & 59.1227272727265 \tabularnewline
198 & 24445 & 24390.7181818182 & 24412 & -21.2818181818182 & 54.2818181818184 \tabularnewline
199 & 24670 & 24548.2181818182 & 24551 & -2.78181818181818 & 121.781818181818 \tabularnewline
200 & 24615 & 24734.0363636364 & 24699 & 35.0363636363636 & -119.036363636365 \tabularnewline
201 & 24700 & 24870.15 & 24847 & 23.15 & -170.150000000001 \tabularnewline
202 & 25065 & 24922.8772727273 & 24957 & -34.1227272727273 & 142.122727272726 \tabularnewline
203 & 25185 & 25059.7181818182 & 25081 & -21.2818181818182 & 125.281818181818 \tabularnewline
204 & 25220 & 25133.2181818182 & 25136 & -2.78181818181818 & 86.7818181818184 \tabularnewline
205 & 25235 & 25169.0363636364 & 25134 & 35.0363636363636 & 65.9636363636346 \tabularnewline
206 & 24975 & 25224.15 & 25201 & 23.15 & -249.150000000001 \tabularnewline
207 & 25055 & 25298.8772727273 & 25333 & -34.1227272727273 & -243.877272727274 \tabularnewline
208 & 25520 & 25456.7181818182 & 25478 & -21.2818181818182 & 63.2818181818184 \tabularnewline
209 & 25880 & 25628.2181818182 & 25631 & -2.78181818181818 & 251.781818181818 \tabularnewline
210 & 25960 & 25648.0363636364 & 25613 & 35.0363636363636 & 311.963636363635 \tabularnewline
211 & 25740 & 25579.15 & 25556 & 23.15 & 160.849999999999 \tabularnewline
212 & 24965 & 25324.8772727273 & 25359 & -34.1227272727273 & -359.877272727274 \tabularnewline
213 & 25235 & 25072.7181818182 & 25094 & -21.2818181818182 & 162.281818181818 \tabularnewline
214 & 24895 & 24910.2181818182 & 24913 & -2.78181818181818 & -15.2181818181816 \tabularnewline
215 & 24635 & 24882.0363636364 & 24847 & 35.0363636363636 & -247.036363636365 \tabularnewline
216 & 24835 & 24762.15 & 24739 & 23.15 & 72.8499999999985 \tabularnewline
217 & 24635 & 24743.8772727273 & 24778 & -34.1227272727273 & -108.877272727274 \tabularnewline
218 & 24695 & 24873.7181818182 & 24895 & -21.2818181818182 & -178.718181818182 \tabularnewline
219 & 25090 & 24873.2181818182 & 24876 & -2.78181818181818 & 216.781818181818 \tabularnewline
220 & 25220 & 24985.0363636364 & 24950 & 35.0363636363636 & 234.963636363635 \tabularnewline
221 & 24740 & 24964.15 & 24941 & 23.15 & -224.150000000001 \tabularnewline
222 & 25005 & 24780.8772727273 & 24815 & -34.1227272727273 & 224.122727272726 \tabularnewline
223 & 24650 & 24685.7181818182 & 24707 & -21.2818181818182 & -35.7181818181816 \tabularnewline
224 & 24460 & 24724.2181818182 & 24727 & -2.78181818181818 & -264.218181818182 \tabularnewline
225 & 24680 & 24687.0363636364 & 24652 & 35.0363636363636 & -7.03636363636542 \tabularnewline
226 & 24840 & NA & 24620 & NA & NA \tabularnewline
227 & 24630 & NA & 24667 & NA & NA \tabularnewline
228 & 24490 & NA & NA & NA & NA \tabularnewline
229 & 24695 & NA & NA & NA & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=76695&T=1

[TABLE]
[ROW][C]Classical Decomposition by Moving Averages[/C][/ROW]
[ROW][C]t[/C][C]Observations[/C][C]Fit[/C][C]Trend[/C][C]Seasonal[/C][C]Random[/C][/ROW]
[ROW][C]1[/C][C]23100[/C][C]NA[/C][C]NA[/C][C]23.15[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]22650[/C][C]NA[/C][C]NA[/C][C]-34.1227272727273[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]22440[/C][C]22794.7181818182[/C][C]22816[/C][C]-21.2818181818182[/C][C]-354.718181818182[/C][/ROW]
[ROW][C]4[/C][C]22910[/C][C]22700.2181818182[/C][C]22703[/C][C]-2.78181818181818[/C][C]209.781818181818[/C][/ROW]
[ROW][C]5[/C][C]22980[/C][C]22668.0363636364[/C][C]22633[/C][C]35.0363636363636[/C][C]311.963636363635[/C][/ROW]
[ROW][C]6[/C][C]22535[/C][C]22724.15[/C][C]22701[/C][C]23.15[/C][C]-189.150000000001[/C][/ROW]
[ROW][C]7[/C][C]22300[/C][C]22640.8772727273[/C][C]22675[/C][C]-34.1227272727273[/C][C]-340.877272727274[/C][/ROW]
[ROW][C]8[/C][C]22780[/C][C]22717.7181818182[/C][C]22739[/C][C]-21.2818181818182[/C][C]62.2818181818184[/C][/ROW]
[ROW][C]9[/C][C]22780[/C][C]22989.2181818182[/C][C]22992[/C][C]-2.78181818181818[/C][C]-209.218181818182[/C][/ROW]
[ROW][C]10[/C][C]23300[/C][C]23469.0363636364[/C][C]23434[/C][C]35.0363636363636[/C][C]-169.036363636365[/C][/ROW]
[ROW][C]11[/C][C]23800[/C][C]23833.15[/C][C]23810[/C][C]23.15[/C][C]-33.1500000000015[/C][/ROW]
[ROW][C]12[/C][C]24510[/C][C]24165.8772727273[/C][C]24200[/C][C]-34.1227272727273[/C][C]344.122727272726[/C][/ROW]
[ROW][C]13[/C][C]24660[/C][C]24532.7181818182[/C][C]24554[/C][C]-21.2818181818182[/C][C]127.281818181818[/C][/ROW]
[ROW][C]14[/C][C]24730[/C][C]24729.2181818182[/C][C]24732[/C][C]-2.78181818181818[/C][C]0.78181818181838[/C][/ROW]
[ROW][C]15[/C][C]25070[/C][C]24841.0363636364[/C][C]24806[/C][C]35.0363636363636[/C][C]228.963636363635[/C][/ROW]
[ROW][C]16[/C][C]24690[/C][C]24681.15[/C][C]24658[/C][C]23.15[/C][C]8.84999999999854[/C][/ROW]
[ROW][C]17[/C][C]24880[/C][C]24453.8772727273[/C][C]24488[/C][C]-34.1227272727273[/C][C]426.122727272726[/C][/ROW]
[ROW][C]18[/C][C]23920[/C][C]24250.7181818182[/C][C]24272[/C][C]-21.2818181818182[/C][C]-330.718181818182[/C][/ROW]
[ROW][C]19[/C][C]23880[/C][C]24249.2181818182[/C][C]24252[/C][C]-2.78181818181818[/C][C]-369.218181818182[/C][/ROW]
[ROW][C]20[/C][C]23990[/C][C]24033.0363636364[/C][C]23998[/C][C]35.0363636363636[/C][C]-43.0363636363654[/C][/ROW]
[ROW][C]21[/C][C]24590[/C][C]23953.15[/C][C]23930[/C][C]23.15[/C][C]636.849999999999[/C][/ROW]
[ROW][C]22[/C][C]23610[/C][C]23791.8772727273[/C][C]23826[/C][C]-34.1227272727273[/C][C]-181.877272727274[/C][/ROW]
[ROW][C]23[/C][C]23580[/C][C]23788.7181818182[/C][C]23810[/C][C]-21.2818181818182[/C][C]-208.718181818182[/C][/ROW]
[ROW][C]24[/C][C]23360[/C][C]23677.2181818182[/C][C]23680[/C][C]-2.78181818181818[/C][C]-317.218181818182[/C][/ROW]
[ROW][C]25[/C][C]23910[/C][C]23605.0363636364[/C][C]23570[/C][C]35.0363636363636[/C][C]304.963636363635[/C][/ROW]
[ROW][C]26[/C][C]23940[/C][C]23437.15[/C][C]23414[/C][C]23.15[/C][C]502.849999999999[/C][/ROW]
[ROW][C]27[/C][C]23060[/C][C]23311.8772727273[/C][C]23346[/C][C]-34.1227272727273[/C][C]-251.877272727274[/C][/ROW]
[ROW][C]28[/C][C]22800[/C][C]23120.7181818182[/C][C]23142[/C][C]-21.2818181818182[/C][C]-320.718181818182[/C][/ROW]
[ROW][C]29[/C][C]23020[/C][C]22907.2181818182[/C][C]22910[/C][C]-2.78181818181818[/C][C]112.781818181818[/C][/ROW]
[ROW][C]30[/C][C]22890[/C][C]22839.0363636364[/C][C]22804[/C][C]35.0363636363636[/C][C]50.9636363636346[/C][/ROW]
[ROW][C]31[/C][C]22780[/C][C]22725.15[/C][C]22702[/C][C]23.15[/C][C]54.8499999999985[/C][/ROW]
[ROW][C]32[/C][C]22530[/C][C]22627.8772727273[/C][C]22662[/C][C]-34.1227272727273[/C][C]-97.8772727272735[/C][/ROW]
[ROW][C]33[/C][C]22290[/C][C]22558.7181818182[/C][C]22580[/C][C]-21.2818181818182[/C][C]-268.718181818182[/C][/ROW]
[ROW][C]34[/C][C]22820[/C][C]22443.2181818182[/C][C]22446[/C][C]-2.78181818181818[/C][C]376.781818181818[/C][/ROW]
[ROW][C]35[/C][C]22480[/C][C]22375.0363636364[/C][C]22340[/C][C]35.0363636363636[/C][C]104.963636363635[/C][/ROW]
[ROW][C]36[/C][C]22110[/C][C]22351.15[/C][C]22328[/C][C]23.15[/C][C]-241.150000000001[/C][/ROW]
[ROW][C]37[/C][C]22000[/C][C]22181.8772727273[/C][C]22216[/C][C]-34.1227272727273[/C][C]-181.877272727274[/C][/ROW]
[ROW][C]38[/C][C]22230[/C][C]22216.7181818182[/C][C]22238[/C][C]-21.2818181818182[/C][C]13.2818181818184[/C][/ROW]
[ROW][C]39[/C][C]22260[/C][C]22377.2181818182[/C][C]22380[/C][C]-2.78181818181818[/C][C]-117.218181818182[/C][/ROW]
[ROW][C]40[/C][C]22590[/C][C]22499.0363636364[/C][C]22464[/C][C]35.0363636363636[/C][C]90.9636363636346[/C][/ROW]
[ROW][C]41[/C][C]22820[/C][C]22487.15[/C][C]22464[/C][C]23.15[/C][C]332.849999999999[/C][/ROW]
[ROW][C]42[/C][C]22420[/C][C]22297.8772727273[/C][C]22332[/C][C]-34.1227272727273[/C][C]122.122727272726[/C][/ROW]
[ROW][C]43[/C][C]22230[/C][C]21992.7181818182[/C][C]22014[/C][C]-21.2818181818182[/C][C]237.281818181818[/C][/ROW]
[ROW][C]44[/C][C]21600[/C][C]21719.2181818182[/C][C]21722[/C][C]-2.78181818181818[/C][C]-119.218181818182[/C][/ROW]
[ROW][C]45[/C][C]21000[/C][C]21601.0363636364[/C][C]21566[/C][C]35.0363636363636[/C][C]-601.036363636365[/C][/ROW]
[ROW][C]46[/C][C]21360[/C][C]21433.15[/C][C]21410[/C][C]23.15[/C][C]-73.1500000000015[/C][/ROW]
[ROW][C]47[/C][C]21640[/C][C]21397.8772727273[/C][C]21432[/C][C]-34.1227272727273[/C][C]242.122727272726[/C][/ROW]
[ROW][C]48[/C][C]21450[/C][C]21534.7181818182[/C][C]21556[/C][C]-21.2818181818182[/C][C]-84.7181818181816[/C][/ROW]
[ROW][C]49[/C][C]21710[/C][C]21641.2181818182[/C][C]21644[/C][C]-2.78181818181818[/C][C]68.7818181818184[/C][/ROW]
[ROW][C]50[/C][C]21620[/C][C]21649.0363636364[/C][C]21614[/C][C]35.0363636363636[/C][C]-29.0363636363654[/C][/ROW]
[ROW][C]51[/C][C]21800[/C][C]21681.15[/C][C]21658[/C][C]23.15[/C][C]118.849999999999[/C][/ROW]
[ROW][C]52[/C][C]21490[/C][C]21707.8772727273[/C][C]21742[/C][C]-34.1227272727273[/C][C]-217.877272727274[/C][/ROW]
[ROW][C]53[/C][C]21670[/C][C]21806.7181818182[/C][C]21828[/C][C]-21.2818181818182[/C][C]-136.718181818182[/C][/ROW]
[ROW][C]54[/C][C]22130[/C][C]21875.2181818182[/C][C]21878[/C][C]-2.78181818181818[/C][C]254.781818181818[/C][/ROW]
[ROW][C]55[/C][C]22050[/C][C]22043.0363636364[/C][C]22008[/C][C]35.0363636363636[/C][C]6.96363636363458[/C][/ROW]
[ROW][C]56[/C][C]22050[/C][C]22175.15[/C][C]22152[/C][C]23.15[/C][C]-125.150000000001[/C][/ROW]
[ROW][C]57[/C][C]22140[/C][C]22135.8772727273[/C][C]22170[/C][C]-34.1227272727273[/C][C]4.12272727272648[/C][/ROW]
[ROW][C]58[/C][C]22390[/C][C]22096.7181818182[/C][C]22118[/C][C]-21.2818181818182[/C][C]293.281818181818[/C][/ROW]
[ROW][C]59[/C][C]22220[/C][C]22007.2181818182[/C][C]22010[/C][C]-2.78181818181818[/C][C]212.781818181818[/C][/ROW]
[ROW][C]60[/C][C]21790[/C][C]21951.0363636364[/C][C]21916[/C][C]35.0363636363636[/C][C]-161.036363636365[/C][/ROW]
[ROW][C]61[/C][C]21510[/C][C]21810.15[/C][C]21787[/C][C]23.15[/C][C]-300.150000000001[/C][/ROW]
[ROW][C]62[/C][C]21670[/C][C]21678.8772727273[/C][C]21713[/C][C]-34.1227272727273[/C][C]-8.87727272727352[/C][/ROW]
[ROW][C]63[/C][C]21745[/C][C]21754.7181818182[/C][C]21776[/C][C]-21.2818181818182[/C][C]-9.71818181818162[/C][/ROW]
[ROW][C]64[/C][C]21850[/C][C]21881.2181818182[/C][C]21884[/C][C]-2.78181818181818[/C][C]-31.2181818181816[/C][/ROW]
[ROW][C]65[/C][C]22105[/C][C]21919.0363636364[/C][C]21884[/C][C]35.0363636363636[/C][C]185.963636363635[/C][/ROW]
[ROW][C]66[/C][C]22050[/C][C]21894.15[/C][C]21871[/C][C]23.15[/C][C]155.849999999999[/C][/ROW]
[ROW][C]67[/C][C]21670[/C][C]21826.8772727273[/C][C]21861[/C][C]-34.1227272727273[/C][C]-156.877272727274[/C][/ROW]
[ROW][C]68[/C][C]21680[/C][C]21802.7181818182[/C][C]21824[/C][C]-21.2818181818182[/C][C]-122.718181818182[/C][/ROW]
[ROW][C]69[/C][C]21800[/C][C]21807.2181818182[/C][C]21810[/C][C]-2.78181818181818[/C][C]-7.21818181818162[/C][/ROW]
[ROW][C]70[/C][C]21920[/C][C]21965.0363636364[/C][C]21930[/C][C]35.0363636363636[/C][C]-45.0363636363654[/C][/ROW]
[ROW][C]71[/C][C]21980[/C][C]21965.15[/C][C]21942[/C][C]23.15[/C][C]14.8499999999985[/C][/ROW]
[ROW][C]72[/C][C]22270[/C][C]21937.8772727273[/C][C]21972[/C][C]-34.1227272727273[/C][C]332.122727272726[/C][/ROW]
[ROW][C]73[/C][C]21740[/C][C]21968.7181818182[/C][C]21990[/C][C]-21.2818181818182[/C][C]-228.718181818182[/C][/ROW]
[ROW][C]74[/C][C]21950[/C][C]21969.2181818182[/C][C]21972[/C][C]-2.78181818181818[/C][C]-19.2181818181816[/C][/ROW]
[ROW][C]75[/C][C]22010[/C][C]21937.0363636364[/C][C]21902[/C][C]35.0363636363636[/C][C]72.9636363636346[/C][/ROW]
[ROW][C]76[/C][C]21890[/C][C]21999.15[/C][C]21976[/C][C]23.15[/C][C]-109.150000000001[/C][/ROW]
[ROW][C]77[/C][C]21920[/C][C]22019.8772727273[/C][C]22054[/C][C]-34.1227272727273[/C][C]-99.8772727272735[/C][/ROW]
[ROW][C]78[/C][C]22110[/C][C]22072.7181818182[/C][C]22094[/C][C]-21.2818181818182[/C][C]37.2818181818184[/C][/ROW]
[ROW][C]79[/C][C]22340[/C][C]22161.2181818182[/C][C]22164[/C][C]-2.78181818181818[/C][C]178.781818181818[/C][/ROW]
[ROW][C]80[/C][C]22210[/C][C]22207.0363636364[/C][C]22172[/C][C]35.0363636363636[/C][C]2.96363636363458[/C][/ROW]
[ROW][C]81[/C][C]22240[/C][C]22217.15[/C][C]22194[/C][C]23.15[/C][C]22.8499999999985[/C][/ROW]
[ROW][C]82[/C][C]21960[/C][C]22103.8772727273[/C][C]22138[/C][C]-34.1227272727273[/C][C]-143.877272727274[/C][/ROW]
[ROW][C]83[/C][C]22220[/C][C]22092.7181818182[/C][C]22114[/C][C]-21.2818181818182[/C][C]127.281818181818[/C][/ROW]
[ROW][C]84[/C][C]22060[/C][C]22055.2181818182[/C][C]22058[/C][C]-2.78181818181818[/C][C]4.78181818181838[/C][/ROW]
[ROW][C]85[/C][C]22090[/C][C]22089.0363636364[/C][C]22054[/C][C]35.0363636363636[/C][C]0.963636363634578[/C][/ROW]
[ROW][C]86[/C][C]21960[/C][C]21991.15[/C][C]21968[/C][C]23.15[/C][C]-31.1500000000015[/C][/ROW]
[ROW][C]87[/C][C]21940[/C][C]21863.8772727273[/C][C]21898[/C][C]-34.1227272727273[/C][C]76.1227272727265[/C][/ROW]
[ROW][C]88[/C][C]21790[/C][C]21796.7181818182[/C][C]21818[/C][C]-21.2818181818182[/C][C]-6.71818181818162[/C][/ROW]
[ROW][C]89[/C][C]21710[/C][C]21765.2181818182[/C][C]21768[/C][C]-2.78181818181818[/C][C]-55.2181818181816[/C][/ROW]
[ROW][C]90[/C][C]21690[/C][C]21749.0363636364[/C][C]21714[/C][C]35.0363636363636[/C][C]-59.0363636363654[/C][/ROW]
[ROW][C]91[/C][C]21710[/C][C]21707.15[/C][C]21684[/C][C]23.15[/C][C]2.84999999999854[/C][/ROW]
[ROW][C]92[/C][C]21670[/C][C]21607.8772727273[/C][C]21642[/C][C]-34.1227272727273[/C][C]62.1227272727265[/C][/ROW]
[ROW][C]93[/C][C]21640[/C][C]21540.7181818182[/C][C]21562[/C][C]-21.2818181818182[/C][C]99.2818181818184[/C][/ROW]
[ROW][C]94[/C][C]21500[/C][C]21467.2181818182[/C][C]21470[/C][C]-2.78181818181818[/C][C]32.7818181818184[/C][/ROW]
[ROW][C]95[/C][C]21290[/C][C]21487.0363636364[/C][C]21452[/C][C]35.0363636363636[/C][C]-197.036363636365[/C][/ROW]
[ROW][C]96[/C][C]21250[/C][C]21481.15[/C][C]21458[/C][C]23.15[/C][C]-231.150000000001[/C][/ROW]
[ROW][C]97[/C][C]21580[/C][C]21447.8772727273[/C][C]21482[/C][C]-34.1227272727273[/C][C]132.122727272726[/C][/ROW]
[ROW][C]98[/C][C]21670[/C][C]21504.7181818182[/C][C]21526[/C][C]-21.2818181818182[/C][C]165.281818181818[/C][/ROW]
[ROW][C]99[/C][C]21620[/C][C]21545.2181818182[/C][C]21548[/C][C]-2.78181818181818[/C][C]74.7818181818184[/C][/ROW]
[ROW][C]100[/C][C]21510[/C][C]21551.0363636364[/C][C]21516[/C][C]35.0363636363636[/C][C]-41.0363636363654[/C][/ROW]
[ROW][C]101[/C][C]21360[/C][C]21499.15[/C][C]21476[/C][C]23.15[/C][C]-139.150000000001[/C][/ROW]
[ROW][C]102[/C][C]21420[/C][C]21391.8772727273[/C][C]21426[/C][C]-34.1227272727273[/C][C]28.1227272727265[/C][/ROW]
[ROW][C]103[/C][C]21470[/C][C]21376.7181818182[/C][C]21398[/C][C]-21.2818181818182[/C][C]93.2818181818184[/C][/ROW]
[ROW][C]104[/C][C]21370[/C][C]21391.2181818182[/C][C]21394[/C][C]-2.78181818181818[/C][C]-21.2181818181816[/C][/ROW]
[ROW][C]105[/C][C]21370[/C][C]21371.0363636364[/C][C]21336[/C][C]35.0363636363636[/C][C]-1.03636363636542[/C][/ROW]
[ROW][C]106[/C][C]21340[/C][C]21291.15[/C][C]21268[/C][C]23.15[/C][C]48.8499999999985[/C][/ROW]
[ROW][C]107[/C][C]21130[/C][C]21157.8772727273[/C][C]21192[/C][C]-34.1227272727273[/C][C]-27.8772727272735[/C][/ROW]
[ROW][C]108[/C][C]21130[/C][C]21144.7181818182[/C][C]21166[/C][C]-21.2818181818182[/C][C]-14.7181818181816[/C][/ROW]
[ROW][C]109[/C][C]20990[/C][C]21159.2181818182[/C][C]21162[/C][C]-2.78181818181818[/C][C]-169.218181818182[/C][/ROW]
[ROW][C]110[/C][C]21240[/C][C]21257.0363636364[/C][C]21222[/C][C]35.0363636363636[/C][C]-17.0363636363654[/C][/ROW]
[ROW][C]111[/C][C]21320[/C][C]21297.15[/C][C]21274[/C][C]23.15[/C][C]22.8499999999985[/C][/ROW]
[ROW][C]112[/C][C]21430[/C][C]21347.8772727273[/C][C]21382[/C][C]-34.1227272727273[/C][C]82.1227272727265[/C][/ROW]
[ROW][C]113[/C][C]21390[/C][C]21414.7181818182[/C][C]21436[/C][C]-21.2818181818182[/C][C]-24.7181818181816[/C][/ROW]
[ROW][C]114[/C][C]21530[/C][C]21495.2181818182[/C][C]21498[/C][C]-2.78181818181818[/C][C]34.7818181818184[/C][/ROW]
[ROW][C]115[/C][C]21510[/C][C]21559.0363636364[/C][C]21524[/C][C]35.0363636363636[/C][C]-49.0363636363654[/C][/ROW]
[ROW][C]116[/C][C]21630[/C][C]21591.15[/C][C]21568[/C][C]23.15[/C][C]38.8499999999985[/C][/ROW]
[ROW][C]117[/C][C]21560[/C][C]21539.8772727273[/C][C]21574[/C][C]-34.1227272727273[/C][C]20.1227272727265[/C][/ROW]
[ROW][C]118[/C][C]21610[/C][C]21512.7181818182[/C][C]21534[/C][C]-21.2818181818182[/C][C]97.2818181818184[/C][/ROW]
[ROW][C]119[/C][C]21560[/C][C]21473.2181818182[/C][C]21476[/C][C]-2.78181818181818[/C][C]86.7818181818184[/C][/ROW]
[ROW][C]120[/C][C]21310[/C][C]21481.0363636364[/C][C]21446[/C][C]35.0363636363636[/C][C]-171.036363636365[/C][/ROW]
[ROW][C]121[/C][C]21340[/C][C]21457.15[/C][C]21434[/C][C]23.15[/C][C]-117.150000000001[/C][/ROW]
[ROW][C]122[/C][C]21410[/C][C]21363.8772727273[/C][C]21398[/C][C]-34.1227272727273[/C][C]46.1227272727265[/C][/ROW]
[ROW][C]123[/C][C]21550[/C][C]21434.7181818182[/C][C]21456[/C][C]-21.2818181818182[/C][C]115.281818181818[/C][/ROW]
[ROW][C]124[/C][C]21380[/C][C]21491.2181818182[/C][C]21494[/C][C]-2.78181818181818[/C][C]-111.218181818182[/C][/ROW]
[ROW][C]125[/C][C]21600[/C][C]21559.0363636364[/C][C]21524[/C][C]35.0363636363636[/C][C]40.9636363636346[/C][/ROW]
[ROW][C]126[/C][C]21530[/C][C]21571.15[/C][C]21548[/C][C]23.15[/C][C]-41.1500000000015[/C][/ROW]
[ROW][C]127[/C][C]21560[/C][C]21545.8772727273[/C][C]21580[/C][C]-34.1227272727273[/C][C]14.1227272727265[/C][/ROW]
[ROW][C]128[/C][C]21670[/C][C]21546.7181818182[/C][C]21568[/C][C]-21.2818181818182[/C][C]123.281818181818[/C][/ROW]
[ROW][C]129[/C][C]21540[/C][C]21569.2181818182[/C][C]21572[/C][C]-2.78181818181818[/C][C]-29.2181818181816[/C][/ROW]
[ROW][C]130[/C][C]21540[/C][C]21613.0363636364[/C][C]21578[/C][C]35.0363636363636[/C][C]-73.0363636363654[/C][/ROW]
[ROW][C]131[/C][C]21550[/C][C]21551.15[/C][C]21528[/C][C]23.15[/C][C]-1.15000000000146[/C][/ROW]
[ROW][C]132[/C][C]21590[/C][C]21469.8772727273[/C][C]21504[/C][C]-34.1227272727273[/C][C]120.122727272726[/C][/ROW]
[ROW][C]133[/C][C]21420[/C][C]21448.7181818182[/C][C]21470[/C][C]-21.2818181818182[/C][C]-28.7181818181816[/C][/ROW]
[ROW][C]134[/C][C]21420[/C][C]21433.2181818182[/C][C]21436[/C][C]-2.78181818181818[/C][C]-13.2181818181816[/C][/ROW]
[ROW][C]135[/C][C]21370[/C][C]21395.0363636364[/C][C]21360[/C][C]35.0363636363636[/C][C]-25.0363636363654[/C][/ROW]
[ROW][C]136[/C][C]21380[/C][C]21400.15[/C][C]21377[/C][C]23.15[/C][C]-20.1500000000015[/C][/ROW]
[ROW][C]137[/C][C]21210[/C][C]21331.8772727273[/C][C]21366[/C][C]-34.1227272727273[/C][C]-121.877272727274[/C][/ROW]
[ROW][C]138[/C][C]21505[/C][C]21347.7181818182[/C][C]21369[/C][C]-21.2818181818182[/C][C]157.281818181818[/C][/ROW]
[ROW][C]139[/C][C]21365[/C][C]21360.2181818182[/C][C]21363[/C][C]-2.78181818181818[/C][C]4.78181818181838[/C][/ROW]
[ROW][C]140[/C][C]21385[/C][C]21428.0363636364[/C][C]21393[/C][C]35.0363636363636[/C][C]-43.0363636363654[/C][/ROW]
[ROW][C]141[/C][C]21350[/C][C]21421.15[/C][C]21398[/C][C]23.15[/C][C]-71.1500000000015[/C][/ROW]
[ROW][C]142[/C][C]21360[/C][C]21366.8772727273[/C][C]21401[/C][C]-34.1227272727273[/C][C]-6.87727272727352[/C][/ROW]
[ROW][C]143[/C][C]21530[/C][C]21428.7181818182[/C][C]21450[/C][C]-21.2818181818182[/C][C]101.281818181818[/C][/ROW]
[ROW][C]144[/C][C]21380[/C][C]21606.2181818182[/C][C]21609[/C][C]-2.78181818181818[/C][C]-226.218181818182[/C][/ROW]
[ROW][C]145[/C][C]21630[/C][C]21835.0363636364[/C][C]21800[/C][C]35.0363636363636[/C][C]-205.036363636365[/C][/ROW]
[ROW][C]146[/C][C]22145[/C][C]21985.15[/C][C]21962[/C][C]23.15[/C][C]159.849999999999[/C][/ROW]
[ROW][C]147[/C][C]22315[/C][C]22139.8772727273[/C][C]22174[/C][C]-34.1227272727273[/C][C]175.122727272726[/C][/ROW]
[ROW][C]148[/C][C]22340[/C][C]22253.7181818182[/C][C]22275[/C][C]-21.2818181818182[/C][C]86.2818181818184[/C][/ROW]
[ROW][C]149[/C][C]22440[/C][C]22234.2181818182[/C][C]22237[/C][C]-2.78181818181818[/C][C]205.781818181818[/C][/ROW]
[ROW][C]150[/C][C]22135[/C][C]22221.0363636364[/C][C]22186[/C][C]35.0363636363636[/C][C]-86.0363636363654[/C][/ROW]
[ROW][C]151[/C][C]21955[/C][C]22151.15[/C][C]22128[/C][C]23.15[/C][C]-196.150000000001[/C][/ROW]
[ROW][C]152[/C][C]22060[/C][C]22012.8772727273[/C][C]22047[/C][C]-34.1227272727273[/C][C]47.1227272727265[/C][/ROW]
[ROW][C]153[/C][C]22050[/C][C]22054.7181818182[/C][C]22076[/C][C]-21.2818181818182[/C][C]-4.71818181818162[/C][/ROW]
[ROW][C]154[/C][C]22035[/C][C]22145.2181818182[/C][C]22148[/C][C]-2.78181818181818[/C][C]-110.218181818182[/C][/ROW]
[ROW][C]155[/C][C]22280[/C][C]22212.0363636364[/C][C]22177[/C][C]35.0363636363636[/C][C]67.9636363636346[/C][/ROW]
[ROW][C]156[/C][C]22315[/C][C]22184.15[/C][C]22161[/C][C]23.15[/C][C]130.849999999999[/C][/ROW]
[ROW][C]157[/C][C]22205[/C][C]22134.8772727273[/C][C]22169[/C][C]-34.1227272727273[/C][C]70.1227272727265[/C][/ROW]
[ROW][C]158[/C][C]21970[/C][C]22114.7181818182[/C][C]22136[/C][C]-21.2818181818182[/C][C]-144.718181818182[/C][/ROW]
[ROW][C]159[/C][C]22075[/C][C]22091.2181818182[/C][C]22094[/C][C]-2.78181818181818[/C][C]-16.2181818181816[/C][/ROW]
[ROW][C]160[/C][C]22115[/C][C]22065.0363636364[/C][C]22030[/C][C]35.0363636363636[/C][C]49.9636363636346[/C][/ROW]
[ROW][C]161[/C][C]22105[/C][C]22020.15[/C][C]21997[/C][C]23.15[/C][C]84.8499999999985[/C][/ROW]
[ROW][C]162[/C][C]21885[/C][C]21929.8772727273[/C][C]21964[/C][C]-34.1227272727273[/C][C]-44.8772727272735[/C][/ROW]
[ROW][C]163[/C][C]21805[/C][C]21918.7181818182[/C][C]21940[/C][C]-21.2818181818182[/C][C]-113.718181818182[/C][/ROW]
[ROW][C]164[/C][C]21910[/C][C]21965.2181818182[/C][C]21968[/C][C]-2.78181818181818[/C][C]-55.2181818181816[/C][/ROW]
[ROW][C]165[/C][C]21995[/C][C]22046.0363636364[/C][C]22011[/C][C]35.0363636363636[/C][C]-51.0363636363654[/C][/ROW]
[ROW][C]166[/C][C]22245[/C][C]22099.15[/C][C]22076[/C][C]23.15[/C][C]145.849999999999[/C][/ROW]
[ROW][C]167[/C][C]22100[/C][C]22119.8772727273[/C][C]22154[/C][C]-34.1227272727273[/C][C]-19.8772727272735[/C][/ROW]
[ROW][C]168[/C][C]22130[/C][C]22316.7181818182[/C][C]22338[/C][C]-21.2818181818182[/C][C]-186.718181818182[/C][/ROW]
[ROW][C]169[/C][C]22300[/C][C]22494.2181818182[/C][C]22497[/C][C]-2.78181818181818[/C][C]-194.218181818182[/C][/ROW]
[ROW][C]170[/C][C]22915[/C][C]22688.0363636364[/C][C]22653[/C][C]35.0363636363636[/C][C]226.963636363635[/C][/ROW]
[ROW][C]171[/C][C]23040[/C][C]22850.15[/C][C]22827[/C][C]23.15[/C][C]189.849999999999[/C][/ROW]
[ROW][C]172[/C][C]22880[/C][C]22964.8772727273[/C][C]22999[/C][C]-34.1227272727273[/C][C]-84.8772727272735[/C][/ROW]
[ROW][C]173[/C][C]23000[/C][C]22998.7181818182[/C][C]23020[/C][C]-21.2818181818182[/C][C]1.28181818181838[/C][/ROW]
[ROW][C]174[/C][C]23160[/C][C]22963.2181818182[/C][C]22966[/C][C]-2.78181818181818[/C][C]196.781818181818[/C][/ROW]
[ROW][C]175[/C][C]23020[/C][C]22957.0363636364[/C][C]22922[/C][C]35.0363636363636[/C][C]62.9636363636346[/C][/ROW]
[ROW][C]176[/C][C]22770[/C][C]22893.15[/C][C]22870[/C][C]23.15[/C][C]-123.150000000001[/C][/ROW]
[ROW][C]177[/C][C]22660[/C][C]22784.8772727273[/C][C]22819[/C][C]-34.1227272727273[/C][C]-124.877272727274[/C][/ROW]
[ROW][C]178[/C][C]22740[/C][C]22737.7181818182[/C][C]22759[/C][C]-21.2818181818182[/C][C]2.28181818181838[/C][/ROW]
[ROW][C]179[/C][C]22905[/C][C]22743.2181818182[/C][C]22746[/C][C]-2.78181818181818[/C][C]161.781818181818[/C][/ROW]
[ROW][C]180[/C][C]22720[/C][C]22796.0363636364[/C][C]22761[/C][C]35.0363636363636[/C][C]-76.0363636363654[/C][/ROW]
[ROW][C]181[/C][C]22705[/C][C]22756.15[/C][C]22733[/C][C]23.15[/C][C]-51.1500000000015[/C][/ROW]
[ROW][C]182[/C][C]22735[/C][C]22619.8772727273[/C][C]22654[/C][C]-34.1227272727273[/C][C]115.122727272726[/C][/ROW]
[ROW][C]183[/C][C]22600[/C][C]22600.7181818182[/C][C]22622[/C][C]-21.2818181818182[/C][C]-0.71818181818162[/C][/ROW]
[ROW][C]184[/C][C]22510[/C][C]22593.2181818182[/C][C]22596[/C][C]-2.78181818181818[/C][C]-83.2181818181816[/C][/ROW]
[ROW][C]185[/C][C]22560[/C][C]22621.0363636364[/C][C]22586[/C][C]35.0363636363636[/C][C]-61.0363636363654[/C][/ROW]
[ROW][C]186[/C][C]22575[/C][C]22685.15[/C][C]22662[/C][C]23.15[/C][C]-110.150000000001[/C][/ROW]
[ROW][C]187[/C][C]22685[/C][C]22780.8772727273[/C][C]22815[/C][C]-34.1227272727273[/C][C]-95.8772727272735[/C][/ROW]
[ROW][C]188[/C][C]22980[/C][C]23050.7181818182[/C][C]23072[/C][C]-21.2818181818182[/C][C]-70.7181818181816[/C][/ROW]
[ROW][C]189[/C][C]23275[/C][C]23282.2181818182[/C][C]23285[/C][C]-2.78181818181818[/C][C]-7.21818181818162[/C][/ROW]
[ROW][C]190[/C][C]23845[/C][C]23511.0363636364[/C][C]23476[/C][C]35.0363636363636[/C][C]333.963636363635[/C][/ROW]
[ROW][C]191[/C][C]23640[/C][C]23670.15[/C][C]23647[/C][C]23.15[/C][C]-30.1500000000015[/C][/ROW]
[ROW][C]192[/C][C]23640[/C][C]23682.8772727273[/C][C]23717[/C][C]-34.1227272727273[/C][C]-42.8772727272735[/C][/ROW]
[ROW][C]193[/C][C]23835[/C][C]23737.7181818182[/C][C]23759[/C][C]-21.2818181818182[/C][C]97.2818181818184[/C][/ROW]
[ROW][C]194[/C][C]23625[/C][C]23829.2181818182[/C][C]23832[/C][C]-2.78181818181818[/C][C]-204.218181818182[/C][/ROW]
[ROW][C]195[/C][C]24055[/C][C]24004.0363636364[/C][C]23969[/C][C]35.0363636363636[/C][C]50.9636363636346[/C][/ROW]
[ROW][C]196[/C][C]24005[/C][C]24114.15[/C][C]24091[/C][C]23.15[/C][C]-109.150000000001[/C][/ROW]
[ROW][C]197[/C][C]24325[/C][C]24265.8772727273[/C][C]24300[/C][C]-34.1227272727273[/C][C]59.1227272727265[/C][/ROW]
[ROW][C]198[/C][C]24445[/C][C]24390.7181818182[/C][C]24412[/C][C]-21.2818181818182[/C][C]54.2818181818184[/C][/ROW]
[ROW][C]199[/C][C]24670[/C][C]24548.2181818182[/C][C]24551[/C][C]-2.78181818181818[/C][C]121.781818181818[/C][/ROW]
[ROW][C]200[/C][C]24615[/C][C]24734.0363636364[/C][C]24699[/C][C]35.0363636363636[/C][C]-119.036363636365[/C][/ROW]
[ROW][C]201[/C][C]24700[/C][C]24870.15[/C][C]24847[/C][C]23.15[/C][C]-170.150000000001[/C][/ROW]
[ROW][C]202[/C][C]25065[/C][C]24922.8772727273[/C][C]24957[/C][C]-34.1227272727273[/C][C]142.122727272726[/C][/ROW]
[ROW][C]203[/C][C]25185[/C][C]25059.7181818182[/C][C]25081[/C][C]-21.2818181818182[/C][C]125.281818181818[/C][/ROW]
[ROW][C]204[/C][C]25220[/C][C]25133.2181818182[/C][C]25136[/C][C]-2.78181818181818[/C][C]86.7818181818184[/C][/ROW]
[ROW][C]205[/C][C]25235[/C][C]25169.0363636364[/C][C]25134[/C][C]35.0363636363636[/C][C]65.9636363636346[/C][/ROW]
[ROW][C]206[/C][C]24975[/C][C]25224.15[/C][C]25201[/C][C]23.15[/C][C]-249.150000000001[/C][/ROW]
[ROW][C]207[/C][C]25055[/C][C]25298.8772727273[/C][C]25333[/C][C]-34.1227272727273[/C][C]-243.877272727274[/C][/ROW]
[ROW][C]208[/C][C]25520[/C][C]25456.7181818182[/C][C]25478[/C][C]-21.2818181818182[/C][C]63.2818181818184[/C][/ROW]
[ROW][C]209[/C][C]25880[/C][C]25628.2181818182[/C][C]25631[/C][C]-2.78181818181818[/C][C]251.781818181818[/C][/ROW]
[ROW][C]210[/C][C]25960[/C][C]25648.0363636364[/C][C]25613[/C][C]35.0363636363636[/C][C]311.963636363635[/C][/ROW]
[ROW][C]211[/C][C]25740[/C][C]25579.15[/C][C]25556[/C][C]23.15[/C][C]160.849999999999[/C][/ROW]
[ROW][C]212[/C][C]24965[/C][C]25324.8772727273[/C][C]25359[/C][C]-34.1227272727273[/C][C]-359.877272727274[/C][/ROW]
[ROW][C]213[/C][C]25235[/C][C]25072.7181818182[/C][C]25094[/C][C]-21.2818181818182[/C][C]162.281818181818[/C][/ROW]
[ROW][C]214[/C][C]24895[/C][C]24910.2181818182[/C][C]24913[/C][C]-2.78181818181818[/C][C]-15.2181818181816[/C][/ROW]
[ROW][C]215[/C][C]24635[/C][C]24882.0363636364[/C][C]24847[/C][C]35.0363636363636[/C][C]-247.036363636365[/C][/ROW]
[ROW][C]216[/C][C]24835[/C][C]24762.15[/C][C]24739[/C][C]23.15[/C][C]72.8499999999985[/C][/ROW]
[ROW][C]217[/C][C]24635[/C][C]24743.8772727273[/C][C]24778[/C][C]-34.1227272727273[/C][C]-108.877272727274[/C][/ROW]
[ROW][C]218[/C][C]24695[/C][C]24873.7181818182[/C][C]24895[/C][C]-21.2818181818182[/C][C]-178.718181818182[/C][/ROW]
[ROW][C]219[/C][C]25090[/C][C]24873.2181818182[/C][C]24876[/C][C]-2.78181818181818[/C][C]216.781818181818[/C][/ROW]
[ROW][C]220[/C][C]25220[/C][C]24985.0363636364[/C][C]24950[/C][C]35.0363636363636[/C][C]234.963636363635[/C][/ROW]
[ROW][C]221[/C][C]24740[/C][C]24964.15[/C][C]24941[/C][C]23.15[/C][C]-224.150000000001[/C][/ROW]
[ROW][C]222[/C][C]25005[/C][C]24780.8772727273[/C][C]24815[/C][C]-34.1227272727273[/C][C]224.122727272726[/C][/ROW]
[ROW][C]223[/C][C]24650[/C][C]24685.7181818182[/C][C]24707[/C][C]-21.2818181818182[/C][C]-35.7181818181816[/C][/ROW]
[ROW][C]224[/C][C]24460[/C][C]24724.2181818182[/C][C]24727[/C][C]-2.78181818181818[/C][C]-264.218181818182[/C][/ROW]
[ROW][C]225[/C][C]24680[/C][C]24687.0363636364[/C][C]24652[/C][C]35.0363636363636[/C][C]-7.03636363636542[/C][/ROW]
[ROW][C]226[/C][C]24840[/C][C]NA[/C][C]24620[/C][C]NA[/C][C]NA[/C][/ROW]
[ROW][C]227[/C][C]24630[/C][C]NA[/C][C]24667[/C][C]NA[/C][C]NA[/C][/ROW]
[ROW][C]228[/C][C]24490[/C][C]NA[/C][C]NA[/C][C]NA[/C][C]NA[/C][/ROW]
[ROW][C]229[/C][C]24695[/C][C]NA[/C][C]NA[/C][C]NA[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=76695&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=76695&T=1

As an alternative you can also use a QR Code:

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

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

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 = additive ; par2 = 5 ;

Parameters (R input):

par1 = additive ; par2 = 5 ;

R code (references can be found in the software module):

par2 <- as.numeric(par2)
x <- ts(x,freq=par2)
m <- decompose(x,type=par1)
m$figure
bitmap(file='test1.png')
plot(m)
dev.off()
mylagmax <- length(x)/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observations',header=TRUE)
a<-table.element(a,'Fit',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Random',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,m$trend[i]+m$seasonal[i]) else a<-table.element(a,m$trend[i]*m$seasonal[i])
a<-table.element(a,m$trend[i])
a<-table.element(a,m$seasonal[i])
a<-table.element(a,m$random[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code