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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_regression_trees1.wasp
Title produced by softwareRecursive Partitioning (Regression Trees)
Date of computationWed, 22 Dec 2010 10:41:46 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/22/t1293014428k6x4n4d6hqvtj53.htm/, Retrieved Mon, 06 May 2024 09:02:32 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=114160, Retrieved Mon, 06 May 2024 09:02:32 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact107

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Recursive Partitioning (Regression Trees)] [] [2010-12-05 18:59:57] [b98453cac15ba1066b407e146608df68]
-   PD    [Recursive Partitioning (Regression Trees)] [] [2010-12-22 10:41:46] [f3ebcd8ed76b32fdadb8ee7c5dc81ded] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
162556	162556	1081	1081	213118	213118	230380558	6282929
29790	29790	309	309	81767	81767	25266003	4324047
87550	87550	458	458	153198	153198	70164684	4108272
84738	0	588	0	-26007	0	-15292116	-1212617
54660	54660	299	299	126942	126942	37955658	1485329
42634	42634	156	156	157214	157214	24525384	1779876
40949	0	481	0	129352	0	62218312	1367203
42312	42312	323	323	234817	234817	75845891	2519076
37704	37704	452	452	60448	60448	27322496	912684
16275	16275	109	109	47818	47818	5212162	1443586
25830	0	115	0	245546	0	28237790	1220017
12679	0	110	0	48020	0	5282200	984885
18014	18014	239	239	-1710	-1710	-408690	1457425
43556	0	247	0	32648	0	8064056	-572920
24524	24524	497	497	95350	95350	47388950	929144
6532	0	103	0	151352	0	15589256	1151176
7123	0	109	0	288170	0	31410530	790090
20813	20813	502	502	114337	114337	57397174	774497
37597	37597	248	248	37884	37884	9395232	990576
17821	0	373	0	122844	0	45820812	454195
12988	12988	119	119	82340	82340	9798460	876607
22330	22330	84	84	79801	79801	6703284	711969
13326	0	102	0	165548	0	16885896	702380
16189	0	295	0	116384	0	34333280	264449
7146	0	105	0	134028	0	14072940	450033
15824	0	64	0	63838	0	4085632	541063
26088	26088	267	267	74996	74996	20023932	588864
11326	0	129	0	31080	0	4009320	-37216
8568	0	37	0	32168	0	1190216	783310
14416	0	361	0	49857	0	17998377	467359
3369	3369	28	28	87161	87161	2440508	688779
11819	11819	85	85	106113	106113	9019605	608419
6620	6620	44	44	80570	80570	3545080	696348
4519	4519	49	49	102129	102129	5004321	597793
2220	0	22	0	301670	0	6636740	821730
18562	0	155	0	102313	0	15858515	377934
10327	0	91	0	88577	0	8060507	651939
5336	5336	81	81	112477	112477	9110637	697458
2365	2365	79	79	191778	191778	15150462	700368
4069	0	145	0	79804	0	11571580	225986
7710	0	816	0	128294	0	104687904	348695
13718	0	61	0	96448	0	5883328	373683
4525	0	226	0	93811	0	21201286	501709
6869	0	105	0	117520	0	12339600	413743
4628	0	62	0	69159	0	4287858	379825
3653	3653	24	24	101792	101792	2443008	336260
1265	1265	26	26	210568	210568	5474768	636765
7489	7489	322	322	136996	136996	44112712	481231
4901	0	84	0	121920	0	10241280	469107
2284	0	33	0	76403	0	2521299	211928
3160	3160	108	108	108094	108094	11674152	563925
4150	4150	150	150	134759	134759	20213850	511939
7285	7285	115	115	188873	188873	21720395	521016
1134	1134	162	162	146216	146216	23686992	543856
4658	4658	158	158	156608	156608	24744064	329304
2384	0	97	0	61348	0	5950756	423262
3748	0	9	0	50350	0	453150	509665
5371	0	66	0	87720	0	5789520	455881
1285	0	107	0	99489	0	10645323	367772
9327	9327	101	101	87419	87419	8829319	406339
5565	5565	47	47	94355	94355	4434685	493408
1528	0	38	0	60326	0	2292388	232942
3122	3122	34	34	94670	94670	3218780	416002
7317	7317	84	84	82425	82425	6923700	337430
2675	0	79	0	59017	0	4662343	361517
13253	0	947	0	90829	0	86015063	360962
880	0	74	0	80791	0	5978534	235561
2053	2053	53	53	100423	100423	5322419	408247
1424	0	94	0	131116	0	12324904	450296
4036	4036	63	63	100269	100269	6316947	418799
3045	3045	58	58	27330	27330	1585140	247405
5119	0	49	0	39039	0	1912911	378519
1431	0	34	0	106885	0	3634090	326638
554	0	11	0	79285	0	872135	328233
1975	0	35	0	118881	0	4160835	386225
1286	1286	17	17	77623	77623	1319591	283662
1012	0	47	0	114768	0	5394096	370225
810	0	43	0	74015	0	3182645	269236
1280	0	117	0	69465	0	8127405	365732
666	666	171	171	117869	117869	20155599	420383
1380	0	26	0	60982	0	1585532	345811
4608	4608	73	73	90131	90131	6579563	431809
876	0	59	0	138971	0	8199289	418876
814	0	18	0	39625	0	713250	297476
514	0	15	0	102725	0	1540875	416776
5692	5692	72	72	64239	64239	4625208	357257
3642	0	86	0	90262	0	7762532	458343
540	0	14	0	103960	0	1455440	388386
2099	0	64	0	106611	0	6823104	358934
567	0	11	0	103345	0	1136795	407560
2001	0	52	0	95551	0	4968652	392558
2949	2949	41	41	82903	82903	3399023	373177
2253	0	99	0	63593	0	6295707	428370
6533	6533	75	75	126910	126910	9518250	369419
1889	0	45	0	37527	0	1688715	358649
3055	3055	43	43	60247	60247	2590621	376641
272	0	8	0	112995	0	903960	467427
1414	1414	198	198	70184	70184	13896432	364885
2564	0	22	0	130140	0	2863080	436230
1383	1383	11	11	73221	73221	805431	329118
1261	1261	33	33	76114	76114	2511762	317365
975	0	23	0	90534	0	2082282	286849
3366	0	80	0	108479	0	8678320	376685
576	0	18	0	113761	0	2047698	407198
1306	0	28	0	68696	0	1923488	377772
746	0	23	0	71561	0	1645903	271483
3192	3192	60	60	59831	59831	3589860	153661
2045	2045	20	20	97890	97890	1957800	513294
5477	0	59	0	101481	0	5987379	324881
1932	1932	36	36	72954	72954	2626344	264512
936	0	30	0	67939	0	2038170	420968
3437	3437	47	47	48022	48022	2257034	129302
5131	0	71	0	86111	0	6113881	191521
2397	2397	14	14	74020	74020	1036280	268673
1389	1389	9	9	57530	57530	517770	353179
1503	0	39	0	56364	0	2198196	354624
402	0	26	0	84990	0	2209740	363713
2239	0	21	0	88590	0	1860390	456657
2234	2234	16	16	77200	77200	1235200	211742
837	0	69	0	61262	0	4227078	338381
10579	0	92	0	110309	0	10148428	418530
875	0	14	0	67000	0	938000	351483
1395	0	103	0	93099	0	9589197	372928
1659	1659	29	29	107577	107577	3119733	485538
2647	2647	37	37	62920	62920	2328040	279268
3294	3294	23	23	75832	75832	1744136	219060
0	0	0	0	60720	0	0	325560
94	0	7	0	60793	0	425551	325314
422	0	28	0	57935	0	1622180	322046
0	0	0	0	60720	0	0	325560
34	0	8	0	60630	0	485040	325599
1558	0	63	0	55637	0	3505131	377028
0	0	0	0	60720	0	0	325560
43	0	3	0	60887	0	182661	323850
0	0	0	0	60720	0	0	325560
316	0	9	0	60505	0	544545	331514
115	0	13	0	60945	0	792285	325632
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
389	0	14	0	58990	0	825860	322265
0	0	0	0	60720	0	0	325560
1002	0	15	0	56750	0	851250	325906
36	0	3	0	60894	0	182682	325985
460	0	15	0	63346	0	950190	346145
309	0	11	0	56535	0	621885	325898
0	0	0	0	60720	0	0	325560
9	0	6	0	60835	0	365010	325356
0	0	0	0	60720	0	0	325560
14	0	1	0	61016	0	61016	325930
520	0	10	0	58650	0	586500	318020
1766	0	73	0	60438	0	4411974	326389
0	0	0	0	60720	0	0	325560
458	0	11	0	58625	0	644875	302925
20	0	3	0	60938	0	182814	325540
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
98	0	2	0	61490	0	122980	326736
405	0	7	0	60845	0	425915	340580
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
483	0	27	0	60830	0	1642410	331828
454	0	51	0	63261	0	3226311	323299
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
757	0	19	0	45689	0	868091	387722
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
36	0	4	0	61564	0	246256	324598
0	0	0	0	60720	0	0	325560
203	0	9	0	61938	0	557442	328726
0	0	0	0	60720	0	0	325560
90	0	8	0	60951	0	487608	325043
0	0	0	0	60720	0	0	325560
71	71	1	1	60745	60745	60745	325806
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
972	0	34	0	71642	0	2435828	387732
531	531	10	10	71641	71641	716410	349729
604	0	38	0	55792	0	2120096	332202
283	283	10	10	71873	71873	718730	305442
23	23	5	5	62555	62555	312775	329537
638	638	14	14	60370	60370	845180	327055
699	699	16	16	64873	64873	1037968	356245
149	0	5	0	62041	0	310205	328451
226	0	5	0	65745	0	328725	307062
0	0	0	0	60720	0	0	325560
275	0	4	0	59500	0	238000	331345
0	0	0	0	60720	0	0	325560
141	0	6	0	61630	0	369780	331824
0	0	0	0	60720	0	0	325560
28	0	2	0	60890	0	121780	325685
0	0	0	0	60720	60720	0	325560
2566	2566	80	80	113521	113521	9081680	404480
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
472	472	20	20	80045	80045	1600900	318314
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
203	203	27	27	50804	50804	1371708	311807
496	496	17	17	87390	87390	1485630	337724
10	10	2	2	61656	61656	123312	326431
63	63	4	4	65688	65688	262752	327556
0	0	0	0	60720	60720	0	325560
1136	1136	32	32	48522	48522	1552704	356850
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
267	0	32	0	57640	0	1844480	322741
474	0	20	0	61977	0	1239540	310902
534	0	7	0	62620	0	438340	324295
0	0	0	0	60720	0	0	325560
15	0	8	0	60831	0	486648	326156
397	0	28	0	60646	0	1698088	326960
0	0	0	0	60720	0	0	325560
1061	0	20	0	56225	0	1124500	333411
288	0	4	0	60510	0	242040	297761
0	0	0	0	60720	0	0	325560
3	0	2	0	60698	0	121396	325536
0	0	0	0	60720	0	0	325560
20	0	2	0	60805	0	121610	325762
278	0	26	0	61404	0	1596504	327957
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
192	0	4	0	65276	0	261104	318521
0	0	0	0	60720	0	0	325560
317	0	9	0	63915	0	575235	319775
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
368	0	17	0	61686	0	1048662	332128
0	0	0	0	60720	0	0	325560
2	0	1	0	60743	0	60743	325486
0	0	0	0	60720	0	0	325560
53	0	6	0	60349	0	362094	325838
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
94	0	3	0	61360	0	184080	331767
0	0	0	0	60720	0	0	325560
24	0	8	0	59818	0	478544	324523
2332	0	4	0	72680	0	290720	339995
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
131	0	11	0	61808	0	679888	319582
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
206	0	9	0	53110	0	477990	307245
0	0	0	0	60720	60720	0	325560
167	0	2	0	64245	0	128490	317967
622	0	73	0	73007	0	5329511	331488
885	0	85	0	82732	0	7032220	335452
0	0	0	0	60720	0	0	325560
365	0	8	0	54820	0	438560	334184
364	0	35	0	47705	0	1669675	313213
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
226	0	12	0	72835	0	874020	348678
307	0	15	0	58856	0	882840	328727
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	60720	0	325560
188	0	11	0	77655	0	854205	387978
0	0	0	0	60720	60720	0	325560
138	0	6	0	69817	0	418902	336704
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
125	0	12	0	60798	0	729576	322076
0	0	0	0	60720	0	0	325560
282	0	30	0	62452	0	1873560	334272
335	0	33	0	64175	0	2117775	338197
0	0	0	0	60720	0	0	325560
813	813	82	82	67440	67440	5530080	321024
176	0	28	0	68136	0	1907808	322145
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	0	0	325560
249	0	72	0	56726	0	4084272	323351
0	0	0	0	60720	0	0	325560
333	0	13	0	70811	0	920543	327748
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	60720	0	325560
30	0	4	0	62045	0	248180	328157
0	0	0	0	60720	60720	0	325560
249	0	62	0	54323	0	3368026	311594
0	0	0	0	60720	60720	0	325560
165	0	24	0	62841	0	1508184	335962
453	0	21	0	81125	0	1703625	372426
0	0	0	0	60720	0	0	325560
53	0	14	0	59506	0	833084	319844
382	382	21	21	59365	59365	1246665	355822
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
30	30	4	4	60798	60798	243192	324047
290	0	2	0	58790	0	117580	311464
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	60720	0	325560
366	0	53	0	61808	0	3275824	353417
2	0	9	0	60735	0	546615	325590
0	0	0	0	60720	60720	0	325560
209	209	13	13	64016	64016	832208	328576
384	0	22	0	54683	0	1203026	326126
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
365	0	83	0	87192	0	7236936	369376
0	0	0	0	60720	60720	0	325560
49	49	8	8	64107	64107	512856	332013
3	0	4	0	60761	0	243044	325871
133	0	14	0	65990	0	923860	342165
32	0	1	0	59988	0	59988	324967
368	0	17	0	61167	0	1039839	314832
1	0	6	0	60719	0	364314	325557
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	0	0	325560
22	0	2	0	60722	0	121444	322649
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	60720	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
96	0	5	0	60379	0	301895	324598
1	0	2	0	60727	0	121454	325567
0	0	0	0	60720	0	0	325560
81	0	7	0	60925	0	426475	324005
0	0	0	0	60720	0	0	325560
26	0	1	0	60896	0	60896	325748
125	0	13	0	59734	0	776542	323385
304	0	15	0	62969	0	944535	315409
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
119	0	6	0	59118	0	354708	312275
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
312	0	14	0	58598	0	820372	320576
60	0	10	0	61124	0	611240	325246
587	0	12	0	59595	0	715140	332961
135	0	2	0	62065	0	124130	323010
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
514	0	52	0	78780	0	4096560	345253
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
1	0	4	0	60722	0	242888	325559
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
58	58	3	3	61600	61600	184800	319634
180	0	11	0	59635	0	655985	319951
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
448	0	40	0	59781	0	2391240	318519
227	0	9	0	76644	0	689796	343222
174	0	1	0	64820	0	64820	317234
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
121	0	24	0	56178	0	1348272	314025
607	0	11	0	60436	0	664796	320249
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
0	0	0	0	60720	0	0	325560
530	0	60	0	73433	0	4405980	349365
571	0	80	0	41477	0	3318160	289197
0	0	0	0	60720	0	0	325560
78	0	16	0	62700	0	1003200	329245
2489	0	40	0	67804	0	2712160	240869
131	0	6	0	59661	0	357966	327182
923	0	8	0	58620	0	468960	322876
72	0	3	0	60398	0	181194	323117
572	0	16	0	58580	0	937280	306351
397	0	10	0	62710	0	627100	335137
450	0	8	0	59325	0	474600	308271
622	0	7	0	60950	0	426650	301731
694	0	8	0	68060	0	544480	382409
3425	3425	12	12	83620	83620	1003440	279230
562	0	13	0	58456	0	759928	298731
4917	0	42	0	52811	0	2218062	243650
1442	1442	118	118	121173	121173	14298414	532682
529	0	9	0	63870	0	574830	319771
2126	2126	138	138	21001	21001	2898138	171493
1061	0	5	0	70415	0	352075	347262
776	0	9	0	64230	0	578070	343945
611	0	8	0	59190	0	473520	311874
1526	1526	25	25	69351	69351	1733775	302211
592	0	7	0	64270	0	449890	316708
1182	0	13	0	70694	0	919022	333463
621	0	16	0	68005	0	1088080	344282
989	0	11	0	58930	0	648230	319635
438	0	11	0	58320	0	641520	301186
726	0	3	0	69980	0	209940	300381
1303	0	61	0	69863	0	4261643	318765
6341	6341	24	24	63255	63255	1518120	286146
1164	1164	17	17	57320	57320	974440	306844
3310	3310	33	33	75230	75230	2482590	307705
1366	0	7	0	79420	0	555940	312448
965	0	3	0	73490	0	220470	299715
3256	0	66	0	35250	0	2326500	373399
1135	1135	17	17	62285	62285	1058845	299446
1270	0	26	0	69206	0	1799356	325586
661	0	3	0	65920	0	197760	291221
1013	0	2	0	69770	0	139540	261173
2844	0	67	0	72683	0	4869761	255027
11528	11528	70	70	-14545	-14545	-1018150	-78375
6526	0	26	0	55830	0	1451580	-58143
2264	0	24	0	55174	0	1324176	227033
4461	4461	94	94	67038	67038	6301572	235098
3999	0	30	0	51252	0	1537560	21267
35624	0	223	0	157278	0	35072994	238675
9252	0	48	0	79510	0	3816480	197687
15236	0	90	0	77440	0	6969600	418341
18073	0	180	0	27284	0	4911120	-297706

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time22 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.

\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 & 22 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
R Framework error message & 
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=114160&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]22 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=114160&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=114160&T=0

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


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time22 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.






Goodness of Fit
Correlation0.7658
R-squared0.5865
RMSE287379.1411

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.7658 \tabularnewline
R-squared & 0.5865 \tabularnewline
RMSE & 287379.1411 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=114160&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.7658[/C][/ROW]
[ROW][C]R-squared[/C][C]0.5865[/C][/ROW]
[ROW][C]RMSE[/C][C]287379.1411[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=114160&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=114160&T=1

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


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

Goodness of Fit
Correlation0.7658
R-squared0.5865
RMSE287379.1411






Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
162829292800348.6253482580.375
243240472800348.6251523698.375
341082722800348.6251307923.375
4-1212617381828-1594445
514853292800348.625-1315019.625
617798762800348.625-1020472.625
71367203802777564426
825190762800348.625-281272.625
99126842800348.625-1887664.625
1014435863818281061758
111220017802777417240
12984885381828603057
1314574253818281075597
14-572920381828-954748
15929144802777126367
161151176706603.625444572.375
17790090706603.62583486.375
18774497802777-28280
199905762800348.625-1809772.625
20454195385829.19047619068365.8095238095
21876607498898.76377708.24
22711969802777-90808
23702380706603.625-4223.625
24264449385829.190476190-121380.190476190
25450033385829.19047619064203.8095238095
26541063381828159235
27588864381828207036
28-37216263925.818181818-301141.818181818
29783310263925.818181818519384.181818182
3046735938182885531
31688779498898.76189880.24
32608419498898.76109520.24
33696348498898.76197449.24
34597793498898.7698894.24
35821730706603.625115126.375
36377934802777-424843
37651939385829.190476190266109.809523810
38697458498898.76198559.24
39700368706603.625-6235.625
40225986385829.190476190-159843.190476190
41348695385829.190476190-37134.1904761905
42373683385829.190476190-12146.1904761905
43501709385829.190476190115879.809523810
44413743385829.19047619027913.8095238095
45379825263925.818181818115899.181818182
46336260498898.76-162638.76
47636765706603.625-69838.625
48481231498898.76-17667.76
49469107385829.19047619083277.8095238095
50211928263925.818181818-51997.8181818182
51563925498898.7665026.24
52511939498898.7613040.24
53521016706603.625-185587.625
54543856498898.7644957.24
55329304706603.625-377299.625
56423262263925.818181818159336.181818182
57509665263925.818181818245739.181818182
58455881385829.19047619070051.8095238095
59367772385829.190476190-18057.1904761905
60406339498898.76-92559.76
61493408498898.76-5490.76000000001
62232942331959.363636364-99017.3636363636
63416002498898.76-82896.76
64337430498898.76-161468.76
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66360962385829.190476190-24867.1904761905
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70418799498898.76-80099.76
71247405263925.818181818-16520.8181818182
72378519263925.818181818114593.181818182
73326638385829.190476190-59191.1904761905
74328233331959.363636364-3726.36363636365
75386225385829.190476190395.809523809527
76283662331959.363636364-48297.3636363636
77370225385829.190476190-15604.1904761905
78269236331959.363636364-62723.3636363636
79365732331959.36363636433772.6363636364
80420383385829.19047619034553.8095238095
81345811331959.36363636413851.6363636364
82431809498898.76-67089.76
83418876385829.19047619033046.8095238095
84297476315048.708333333-17572.7083333333
85416776385829.19047619030946.8095238095
86357257263925.81818181893331.1818181818
87458343385829.19047619072513.8095238095
88388386385829.1904761902556.80952380953
89358934385829.190476190-26895.1904761905
90407560385829.19047619021730.8095238095
91392558385829.1904761906728.80952380953
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93428370263925.818181818164444.181818182
94369419498898.76-129479.76
95358649331959.36363636426689.6363636364
96376641263925.818181818112715.181818182
97467427385829.19047619081597.8095238095
98364885331959.36363636432925.6363636364
99436230385829.19047619050400.8095238095
100329118331272.142857143-2154.14285714284
101317365331959.363636364-14594.3636363636
102286849385829.190476190-98980.1904761905
103376685385829.190476190-9144.19047619047
104407198385829.19047619021368.8095238095
105377772331959.36363636445812.6363636364
106271483331959.363636364-60476.3636363636
107153661263925.818181818-110264.818181818
108513294498898.7614395.24
109324881385829.190476190-60948.1904761905
110264512263925.818181818586.181818181823
111420968331959.36363636489008.6363636364
112129302263925.818181818-134623.818181818
113191521385829.190476190-194308.190476190
114268673263925.8181818184747.18181818182
115353179331272.14285714321906.8571428572
116354624331959.36363636422664.6363636364
117363713385829.190476190-22116.1904761905
118456657385829.19047619070827.8095238095
119211742263925.818181818-52183.8181818182
120338381331959.3636363646421.63636363635
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128325314324683631
129322046331959.363636364-9913.36363636365
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134323850324683-833
135325560325559.7050359710.294964028755203
136331514321470.10526315810043.8947368421
137325632324683949
138325560325559.7050359710.294964028755203
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140325560325559.7050359710.294964028755203
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142325560325559.7050359710.294964028755203
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152326389331959.363636364-5570.36363636365
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154302925315048.708333333-12123.7083333333
155325540325735.857142857-195.857142857159
156325560325559.7050359710.294964028755203
157325560325559.7050359710.294964028755203
158326736326495241
159340580329643.28571428610936.7142857143
160325560325559.7050359710.294964028755203
161325560325559.7050359710.294964028755203
162325560325559.7050359710.294964028755203
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164331828331959.363636364-131.363636363647
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218326960331959.363636364-4999.36363636365
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230325560325559.7050359710.294964028755203
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271325560325559.7050359710.294964028755203
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274322076324683-2607
275325560325559.7050359710.294964028755203
276334272331959.3636363642312.63636363635
277338197331959.3636363646237.63636363635
278325560325559.7050359710.294964028755203
279321024331959.363636364-10935.3636363636
280322145331959.363636364-9814.36363636365
281325560325559.7050359710.294964028755203
282325560325559.7050359710.294964028755203
283323351331959.363636364-8608.36363636365
284325560325559.7050359710.294964028755203
285327748331959.363636364-4211.36363636365
286325560325559.7050359710.294964028755203
287325560325559.7050359710.294964028755203
2883281573264951662
289325560325559.7050359710.294964028755203
290311594331959.363636364-20365.3636363636
291325560325559.7050359710.294964028755203
292335962331959.3636363644002.63636363635
293372426385829.190476190-13403.1904761905
294325560325559.7050359710.294964028755203
295319844321470.105263158-1626.10526315792
296355822331959.36363636423862.6363636364
297325560325559.7050359710.294964028755203
298325560325559.7050359710.294964028755203
299325560325559.7050359710.294964028755203
300325560325559.7050359710.294964028755203
301324047324683-636
302311464321470.105263158-10006.1052631579
303325560325559.7050359710.294964028755203
304325560325559.7050359710.294964028755203
305353417331959.36363636421457.6363636364
306325590325559.70503597130.2949640287552
307325560325559.7050359710.294964028755203
308328576331272.142857143-2696.14285714284
309326126331959.363636364-5833.36363636365
310325560325559.7050359710.294964028755203
311325560325559.7050359710.294964028755203
312369376385829.190476190-16453.1904761905
313325560325559.7050359710.294964028755203
3143320133264955518
315325871325735.857142857135.142857142841
316342165331959.36363636410205.6363636364
317324967321470.1052631583496.89473684208
318314832331959.363636364-17127.3636363636
319325557325559.705035971-2.70503597124480
320325560325559.7050359710.294964028755203
321325560325559.7050359710.294964028755203
322325560325559.7050359710.294964028755203
323325560325559.7050359710.294964028755203
324325560325559.7050359710.294964028755203
325325560325559.7050359710.294964028755203
326322649324683-2034
327325560325559.7050359710.294964028755203
328325560325559.7050359710.294964028755203
329325560325559.7050359710.294964028755203
330325560325559.7050359710.294964028755203
331325560325559.7050359710.294964028755203
332325560325559.7050359710.294964028755203
333325560325559.7050359710.294964028755203
334324598321470.1052631583127.89473684208
335325567325559.7050359717.2949640287552
336325560325559.7050359710.294964028755203
337324005324683-678
338325560325559.7050359710.294964028755203
3393257483246831065
340323385321470.1052631581914.89473684208
341315409331959.363636364-16550.3636363636
342325560325559.7050359710.294964028755203
343325560325559.7050359710.294964028755203
344325560325559.7050359710.294964028755203
345325560325559.7050359710.294964028755203
346325560325559.7050359710.294964028755203
347312275321470.105263158-9195.10526315792
348325560325559.7050359710.294964028755203
349325560325559.7050359710.294964028755203
350325560325559.7050359710.294964028755203
351320576321470.105263158-894.105263157922
352325246324683563
353332961315048.70833333317912.2916666667
354323010329643.285714286-6633.28571428574
355325560325559.7050359710.294964028755203
356325560325559.7050359710.294964028755203
357345253331959.36363636413293.6363636364
358325560325559.7050359710.294964028755203
359325560325559.7050359710.294964028755203
360325560325559.7050359710.294964028755203
361325559325559.705035971-0.705035971244797
362325560325559.7050359710.294964028755203
363325560325559.7050359710.294964028755203
364319634326495-6861
365319951321470.105263158-1519.10526315792
366325560325559.7050359710.294964028755203
367325560325559.7050359710.294964028755203
368325560325559.7050359710.294964028755203
369325560325559.7050359710.294964028755203
370325560325559.7050359710.294964028755203
371325560325559.7050359710.294964028755203
372318519331959.363636364-13440.3636363636
37334322232403819184
374317234324038-6804
375325560325559.7050359710.294964028755203
376325560325559.7050359710.294964028755203
377314025331959.363636364-17934.3636363636
378320249315048.7083333335200.29166666669
379325560325559.7050359710.294964028755203
380325560325559.7050359710.294964028755203
381325560325559.7050359710.294964028755203
382349365331959.36363636417405.6363636364
383289197331959.363636364-42762.3636363636
384325560325559.7050359710.294964028755203
385329245331959.363636364-2714.36363636365
386240869263925.818181818-23056.8181818182
387327182321470.1052631585711.89473684208
388322876315048.7083333337827.29166666669
389323117321470.1052631581646.89473684208
390306351331959.363636364-25608.3636363636
391335137329643.2857142865493.71428571426
392308271315048.708333333-6777.70833333331
393301731315048.708333333-13317.7083333333
394382409315048.70833333367360.2916666667
395279230498898.76-219668.76
396298731315048.708333333-16317.7083333333
397243650263925.818181818-20275.8181818182
398532682498898.7633783.24
399319771315048.7083333334722.29166666669
400171493263925.818181818-92432.8181818182
401347262315048.70833333332213.2916666667
402343945315048.70833333328896.2916666667
403311874315048.708333333-3174.70833333331
404302211331959.363636364-29748.3636363636
405316708315048.7083333331659.29166666669
406333463331959.3636363641503.63636363635
407344282331959.36363636412322.6363636364
408319635315048.7083333334586.29166666669
409301186315048.708333333-13862.7083333333
410300381315048.708333333-14667.7083333333
411318765331959.363636364-13194.3636363636
412286146263925.81818181822220.1818181818
413306844331959.363636364-25115.3636363636
414307705263925.81818181843779.1818181818
415312448315048.708333333-2600.70833333331
416299715315048.708333333-15333.7083333333
417373399263925.818181818109473.181818182
418299446331959.363636364-32513.3636363636
419325586331959.363636364-6373.36363636365
420291221315048.708333333-23827.7083333333
421261173315048.708333333-53875.7083333333
422255027263925.818181818-8898.81818181818
423-78375263925.818181818-342300.818181818
424-58143263925.818181818-322068.818181818
425227033263925.818181818-36892.8181818182
426235098263925.818181818-28827.8181818182
42721267263925.818181818-242658.818181818
428238675802777-564102
429197687263925.818181818-66238.8181818182
43041834138182836513
431-297706381828-679534

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 6282929 & 2800348.625 & 3482580.375 \tabularnewline
2 & 4324047 & 2800348.625 & 1523698.375 \tabularnewline
3 & 4108272 & 2800348.625 & 1307923.375 \tabularnewline
4 & -1212617 & 381828 & -1594445 \tabularnewline
5 & 1485329 & 2800348.625 & -1315019.625 \tabularnewline
6 & 1779876 & 2800348.625 & -1020472.625 \tabularnewline
7 & 1367203 & 802777 & 564426 \tabularnewline
8 & 2519076 & 2800348.625 & -281272.625 \tabularnewline
9 & 912684 & 2800348.625 & -1887664.625 \tabularnewline
10 & 1443586 & 381828 & 1061758 \tabularnewline
11 & 1220017 & 802777 & 417240 \tabularnewline
12 & 984885 & 381828 & 603057 \tabularnewline
13 & 1457425 & 381828 & 1075597 \tabularnewline
14 & -572920 & 381828 & -954748 \tabularnewline
15 & 929144 & 802777 & 126367 \tabularnewline
16 & 1151176 & 706603.625 & 444572.375 \tabularnewline
17 & 790090 & 706603.625 & 83486.375 \tabularnewline
18 & 774497 & 802777 & -28280 \tabularnewline
19 & 990576 & 2800348.625 & -1809772.625 \tabularnewline
20 & 454195 & 385829.190476190 & 68365.8095238095 \tabularnewline
21 & 876607 & 498898.76 & 377708.24 \tabularnewline
22 & 711969 & 802777 & -90808 \tabularnewline
23 & 702380 & 706603.625 & -4223.625 \tabularnewline
24 & 264449 & 385829.190476190 & -121380.190476190 \tabularnewline
25 & 450033 & 385829.190476190 & 64203.8095238095 \tabularnewline
26 & 541063 & 381828 & 159235 \tabularnewline
27 & 588864 & 381828 & 207036 \tabularnewline
28 & -37216 & 263925.818181818 & -301141.818181818 \tabularnewline
29 & 783310 & 263925.818181818 & 519384.181818182 \tabularnewline
30 & 467359 & 381828 & 85531 \tabularnewline
31 & 688779 & 498898.76 & 189880.24 \tabularnewline
32 & 608419 & 498898.76 & 109520.24 \tabularnewline
33 & 696348 & 498898.76 & 197449.24 \tabularnewline
34 & 597793 & 498898.76 & 98894.24 \tabularnewline
35 & 821730 & 706603.625 & 115126.375 \tabularnewline
36 & 377934 & 802777 & -424843 \tabularnewline
37 & 651939 & 385829.190476190 & 266109.809523810 \tabularnewline
38 & 697458 & 498898.76 & 198559.24 \tabularnewline
39 & 700368 & 706603.625 & -6235.625 \tabularnewline
40 & 225986 & 385829.190476190 & -159843.190476190 \tabularnewline
41 & 348695 & 385829.190476190 & -37134.1904761905 \tabularnewline
42 & 373683 & 385829.190476190 & -12146.1904761905 \tabularnewline
43 & 501709 & 385829.190476190 & 115879.809523810 \tabularnewline
44 & 413743 & 385829.190476190 & 27913.8095238095 \tabularnewline
45 & 379825 & 263925.818181818 & 115899.181818182 \tabularnewline
46 & 336260 & 498898.76 & -162638.76 \tabularnewline
47 & 636765 & 706603.625 & -69838.625 \tabularnewline
48 & 481231 & 498898.76 & -17667.76 \tabularnewline
49 & 469107 & 385829.190476190 & 83277.8095238095 \tabularnewline
50 & 211928 & 263925.818181818 & -51997.8181818182 \tabularnewline
51 & 563925 & 498898.76 & 65026.24 \tabularnewline
52 & 511939 & 498898.76 & 13040.24 \tabularnewline
53 & 521016 & 706603.625 & -185587.625 \tabularnewline
54 & 543856 & 498898.76 & 44957.24 \tabularnewline
55 & 329304 & 706603.625 & -377299.625 \tabularnewline
56 & 423262 & 263925.818181818 & 159336.181818182 \tabularnewline
57 & 509665 & 263925.818181818 & 245739.181818182 \tabularnewline
58 & 455881 & 385829.190476190 & 70051.8095238095 \tabularnewline
59 & 367772 & 385829.190476190 & -18057.1904761905 \tabularnewline
60 & 406339 & 498898.76 & -92559.76 \tabularnewline
61 & 493408 & 498898.76 & -5490.76000000001 \tabularnewline
62 & 232942 & 331959.363636364 & -99017.3636363636 \tabularnewline
63 & 416002 & 498898.76 & -82896.76 \tabularnewline
64 & 337430 & 498898.76 & -161468.76 \tabularnewline
65 & 361517 & 263925.818181818 & 97591.1818181818 \tabularnewline
66 & 360962 & 385829.190476190 & -24867.1904761905 \tabularnewline
67 & 235561 & 385829.190476190 & -150268.190476190 \tabularnewline
68 & 408247 & 498898.76 & -90651.76 \tabularnewline
69 & 450296 & 385829.190476190 & 64466.8095238095 \tabularnewline
70 & 418799 & 498898.76 & -80099.76 \tabularnewline
71 & 247405 & 263925.818181818 & -16520.8181818182 \tabularnewline
72 & 378519 & 263925.818181818 & 114593.181818182 \tabularnewline
73 & 326638 & 385829.190476190 & -59191.1904761905 \tabularnewline
74 & 328233 & 331959.363636364 & -3726.36363636365 \tabularnewline
75 & 386225 & 385829.190476190 & 395.809523809527 \tabularnewline
76 & 283662 & 331959.363636364 & -48297.3636363636 \tabularnewline
77 & 370225 & 385829.190476190 & -15604.1904761905 \tabularnewline
78 & 269236 & 331959.363636364 & -62723.3636363636 \tabularnewline
79 & 365732 & 331959.363636364 & 33772.6363636364 \tabularnewline
80 & 420383 & 385829.190476190 & 34553.8095238095 \tabularnewline
81 & 345811 & 331959.363636364 & 13851.6363636364 \tabularnewline
82 & 431809 & 498898.76 & -67089.76 \tabularnewline
83 & 418876 & 385829.190476190 & 33046.8095238095 \tabularnewline
84 & 297476 & 315048.708333333 & -17572.7083333333 \tabularnewline
85 & 416776 & 385829.190476190 & 30946.8095238095 \tabularnewline
86 & 357257 & 263925.818181818 & 93331.1818181818 \tabularnewline
87 & 458343 & 385829.190476190 & 72513.8095238095 \tabularnewline
88 & 388386 & 385829.190476190 & 2556.80952380953 \tabularnewline
89 & 358934 & 385829.190476190 & -26895.1904761905 \tabularnewline
90 & 407560 & 385829.190476190 & 21730.8095238095 \tabularnewline
91 & 392558 & 385829.190476190 & 6728.80952380953 \tabularnewline
92 & 373177 & 498898.76 & -125721.76 \tabularnewline
93 & 428370 & 263925.818181818 & 164444.181818182 \tabularnewline
94 & 369419 & 498898.76 & -129479.76 \tabularnewline
95 & 358649 & 331959.363636364 & 26689.6363636364 \tabularnewline
96 & 376641 & 263925.818181818 & 112715.181818182 \tabularnewline
97 & 467427 & 385829.190476190 & 81597.8095238095 \tabularnewline
98 & 364885 & 331959.363636364 & 32925.6363636364 \tabularnewline
99 & 436230 & 385829.190476190 & 50400.8095238095 \tabularnewline
100 & 329118 & 331272.142857143 & -2154.14285714284 \tabularnewline
101 & 317365 & 331959.363636364 & -14594.3636363636 \tabularnewline
102 & 286849 & 385829.190476190 & -98980.1904761905 \tabularnewline
103 & 376685 & 385829.190476190 & -9144.19047619047 \tabularnewline
104 & 407198 & 385829.190476190 & 21368.8095238095 \tabularnewline
105 & 377772 & 331959.363636364 & 45812.6363636364 \tabularnewline
106 & 271483 & 331959.363636364 & -60476.3636363636 \tabularnewline
107 & 153661 & 263925.818181818 & -110264.818181818 \tabularnewline
108 & 513294 & 498898.76 & 14395.24 \tabularnewline
109 & 324881 & 385829.190476190 & -60948.1904761905 \tabularnewline
110 & 264512 & 263925.818181818 & 586.181818181823 \tabularnewline
111 & 420968 & 331959.363636364 & 89008.6363636364 \tabularnewline
112 & 129302 & 263925.818181818 & -134623.818181818 \tabularnewline
113 & 191521 & 385829.190476190 & -194308.190476190 \tabularnewline
114 & 268673 & 263925.818181818 & 4747.18181818182 \tabularnewline
115 & 353179 & 331272.142857143 & 21906.8571428572 \tabularnewline
116 & 354624 & 331959.363636364 & 22664.6363636364 \tabularnewline
117 & 363713 & 385829.190476190 & -22116.1904761905 \tabularnewline
118 & 456657 & 385829.190476190 & 70827.8095238095 \tabularnewline
119 & 211742 & 263925.818181818 & -52183.8181818182 \tabularnewline
120 & 338381 & 331959.363636364 & 6421.63636363635 \tabularnewline
121 & 418530 & 385829.190476190 & 32700.8095238095 \tabularnewline
122 & 351483 & 331959.363636364 & 19523.6363636364 \tabularnewline
123 & 372928 & 385829.190476190 & -12901.1904761905 \tabularnewline
124 & 485538 & 498898.76 & -13360.76 \tabularnewline
125 & 279268 & 263925.818181818 & 15342.1818181818 \tabularnewline
126 & 219060 & 263925.818181818 & -44865.8181818182 \tabularnewline
127 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
128 & 325314 & 324683 & 631 \tabularnewline
129 & 322046 & 331959.363636364 & -9913.36363636365 \tabularnewline
130 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
131 & 325599 & 324683 & 916 \tabularnewline
132 & 377028 & 331959.363636364 & 45068.6363636364 \tabularnewline
133 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
134 & 323850 & 324683 & -833 \tabularnewline
135 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
136 & 331514 & 321470.105263158 & 10043.8947368421 \tabularnewline
137 & 325632 & 324683 & 949 \tabularnewline
138 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
139 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
140 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
141 & 322265 & 321470.105263158 & 794.894736842078 \tabularnewline
142 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
143 & 325906 & 315048.708333333 & 10857.2916666667 \tabularnewline
144 & 325985 & 324683 & 1302 \tabularnewline
145 & 346145 & 331959.363636364 & 14185.6363636364 \tabularnewline
146 & 325898 & 321470.105263158 & 4427.89473684208 \tabularnewline
147 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
148 & 325356 & 325735.857142857 & -379.857142857159 \tabularnewline
149 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
150 & 325930 & 325735.857142857 & 194.142857142841 \tabularnewline
151 & 318020 & 315048.708333333 & 2971.29166666669 \tabularnewline
152 & 326389 & 331959.363636364 & -5570.36363636365 \tabularnewline
153 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
154 & 302925 & 315048.708333333 & -12123.7083333333 \tabularnewline
155 & 325540 & 325735.857142857 & -195.857142857159 \tabularnewline
156 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
157 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
158 & 326736 & 326495 & 241 \tabularnewline
159 & 340580 & 329643.285714286 & 10936.7142857143 \tabularnewline
160 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
161 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
162 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
163 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
164 & 331828 & 331959.363636364 & -131.363636363647 \tabularnewline
165 & 323299 & 331959.363636364 & -8660.36363636365 \tabularnewline
166 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
167 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
168 & 387722 & 331959.363636364 & 55762.6363636364 \tabularnewline
169 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
170 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
171 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
172 & 324598 & 326495 & -1897 \tabularnewline
173 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
174 & 328726 & 329643.285714286 & -917.285714285739 \tabularnewline
175 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
176 & 325043 & 324683 & 360 \tabularnewline
177 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
178 & 325806 & 331272.142857143 & -5466.14285714284 \tabularnewline
179 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
180 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
181 & 387732 & 331959.363636364 & 55772.6363636364 \tabularnewline
182 & 349729 & 331272.142857143 & 18456.8571428572 \tabularnewline
183 & 332202 & 331959.363636364 & 242.636363636353 \tabularnewline
184 & 305442 & 331272.142857143 & -25830.1428571428 \tabularnewline
185 & 329537 & 326495 & 3042 \tabularnewline
186 & 327055 & 331272.142857143 & -4217.14285714284 \tabularnewline
187 & 356245 & 331959.363636364 & 24285.6363636364 \tabularnewline
188 & 328451 & 329643.285714286 & -1192.28571428574 \tabularnewline
189 & 307062 & 324038 & -16976 \tabularnewline
190 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
191 & 331345 & 321470.105263158 & 9874.89473684208 \tabularnewline
192 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
193 & 331824 & 329643.285714286 & 2180.71428571426 \tabularnewline
194 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
195 & 325685 & 324683 & 1002 \tabularnewline
196 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
197 & 404480 & 498898.76 & -94418.76 \tabularnewline
198 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
199 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
200 & 318314 & 385829.190476190 & -67515.1904761905 \tabularnewline
201 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
202 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
203 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
204 & 311807 & 331959.363636364 & -20152.3636363636 \tabularnewline
205 & 337724 & 385829.190476190 & -48105.1904761905 \tabularnewline
206 & 326431 & 326495 & -64 \tabularnewline
207 & 327556 & 324038 & 3518 \tabularnewline
208 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
209 & 356850 & 331959.363636364 & 24890.6363636364 \tabularnewline
210 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
211 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
212 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
213 & 322741 & 331959.363636364 & -9218.36363636365 \tabularnewline
214 & 310902 & 331959.363636364 & -21057.3636363636 \tabularnewline
215 & 324295 & 315048.708333333 & 9246.29166666669 \tabularnewline
216 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
217 & 326156 & 325735.857142857 & 420.142857142841 \tabularnewline
218 & 326960 & 331959.363636364 & -4999.36363636365 \tabularnewline
219 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
220 & 333411 & 331959.363636364 & 1451.63636363635 \tabularnewline
221 & 297761 & 321470.105263158 & -23709.1052631579 \tabularnewline
222 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
223 & 325536 & 325735.857142857 & -199.857142857159 \tabularnewline
224 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
225 & 325762 & 325735.857142857 & 26.1428571428405 \tabularnewline
226 & 327957 & 331959.363636364 & -4002.36363636365 \tabularnewline
227 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
228 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
229 & 318521 & 324038 & -5517 \tabularnewline
230 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
231 & 319775 & 329643.285714286 & -9868.28571428574 \tabularnewline
232 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
233 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
234 & 332128 & 331959.363636364 & 168.636363636353 \tabularnewline
235 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
236 & 325486 & 325559.705035971 & -73.7050359712448 \tabularnewline
237 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
238 & 325838 & 321470.105263158 & 4367.89473684208 \tabularnewline
239 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
240 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
241 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
242 & 331767 & 326495 & 5272 \tabularnewline
243 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
244 & 324523 & 321470.105263158 & 3052.89473684208 \tabularnewline
245 & 339995 & 263925.818181818 & 76069.1818181818 \tabularnewline
246 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
247 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
248 & 319582 & 326495 & -6913 \tabularnewline
249 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
250 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
251 & 307245 & 321470.105263158 & -14225.1052631579 \tabularnewline
252 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
253 & 317967 & 324038 & -6071 \tabularnewline
254 & 331488 & 331959.363636364 & -471.363636363647 \tabularnewline
255 & 335452 & 385829.190476190 & -50377.1904761905 \tabularnewline
256 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
257 & 334184 & 321470.105263158 & 12713.8947368421 \tabularnewline
258 & 313213 & 331959.363636364 & -18746.3636363636 \tabularnewline
259 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
260 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
261 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
262 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
263 & 348678 & 331959.363636364 & 16718.6363636364 \tabularnewline
264 & 328727 & 331959.363636364 & -3232.36363636365 \tabularnewline
265 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
266 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
267 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
268 & 387978 & 331959.363636364 & 56018.6363636364 \tabularnewline
269 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
270 & 336704 & 324038 & 12666 \tabularnewline
271 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
272 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
273 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
274 & 322076 & 324683 & -2607 \tabularnewline
275 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
276 & 334272 & 331959.363636364 & 2312.63636363635 \tabularnewline
277 & 338197 & 331959.363636364 & 6237.63636363635 \tabularnewline
278 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
279 & 321024 & 331959.363636364 & -10935.3636363636 \tabularnewline
280 & 322145 & 331959.363636364 & -9814.36363636365 \tabularnewline
281 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
282 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
283 & 323351 & 331959.363636364 & -8608.36363636365 \tabularnewline
284 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
285 & 327748 & 331959.363636364 & -4211.36363636365 \tabularnewline
286 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
287 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
288 & 328157 & 326495 & 1662 \tabularnewline
289 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
290 & 311594 & 331959.363636364 & -20365.3636363636 \tabularnewline
291 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
292 & 335962 & 331959.363636364 & 4002.63636363635 \tabularnewline
293 & 372426 & 385829.190476190 & -13403.1904761905 \tabularnewline
294 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
295 & 319844 & 321470.105263158 & -1626.10526315792 \tabularnewline
296 & 355822 & 331959.363636364 & 23862.6363636364 \tabularnewline
297 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
298 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
299 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
300 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
301 & 324047 & 324683 & -636 \tabularnewline
302 & 311464 & 321470.105263158 & -10006.1052631579 \tabularnewline
303 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
304 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
305 & 353417 & 331959.363636364 & 21457.6363636364 \tabularnewline
306 & 325590 & 325559.705035971 & 30.2949640287552 \tabularnewline
307 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
308 & 328576 & 331272.142857143 & -2696.14285714284 \tabularnewline
309 & 326126 & 331959.363636364 & -5833.36363636365 \tabularnewline
310 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
311 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
312 & 369376 & 385829.190476190 & -16453.1904761905 \tabularnewline
313 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
314 & 332013 & 326495 & 5518 \tabularnewline
315 & 325871 & 325735.857142857 & 135.142857142841 \tabularnewline
316 & 342165 & 331959.363636364 & 10205.6363636364 \tabularnewline
317 & 324967 & 321470.105263158 & 3496.89473684208 \tabularnewline
318 & 314832 & 331959.363636364 & -17127.3636363636 \tabularnewline
319 & 325557 & 325559.705035971 & -2.70503597124480 \tabularnewline
320 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
321 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
322 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
323 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
324 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
325 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
326 & 322649 & 324683 & -2034 \tabularnewline
327 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
328 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
329 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
330 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
331 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
332 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
333 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
334 & 324598 & 321470.105263158 & 3127.89473684208 \tabularnewline
335 & 325567 & 325559.705035971 & 7.2949640287552 \tabularnewline
336 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
337 & 324005 & 324683 & -678 \tabularnewline
338 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
339 & 325748 & 324683 & 1065 \tabularnewline
340 & 323385 & 321470.105263158 & 1914.89473684208 \tabularnewline
341 & 315409 & 331959.363636364 & -16550.3636363636 \tabularnewline
342 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
343 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
344 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
345 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
346 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
347 & 312275 & 321470.105263158 & -9195.10526315792 \tabularnewline
348 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
349 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
350 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
351 & 320576 & 321470.105263158 & -894.105263157922 \tabularnewline
352 & 325246 & 324683 & 563 \tabularnewline
353 & 332961 & 315048.708333333 & 17912.2916666667 \tabularnewline
354 & 323010 & 329643.285714286 & -6633.28571428574 \tabularnewline
355 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
356 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
357 & 345253 & 331959.363636364 & 13293.6363636364 \tabularnewline
358 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
359 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
360 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
361 & 325559 & 325559.705035971 & -0.705035971244797 \tabularnewline
362 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
363 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
364 & 319634 & 326495 & -6861 \tabularnewline
365 & 319951 & 321470.105263158 & -1519.10526315792 \tabularnewline
366 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
367 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
368 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
369 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
370 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
371 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
372 & 318519 & 331959.363636364 & -13440.3636363636 \tabularnewline
373 & 343222 & 324038 & 19184 \tabularnewline
374 & 317234 & 324038 & -6804 \tabularnewline
375 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
376 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
377 & 314025 & 331959.363636364 & -17934.3636363636 \tabularnewline
378 & 320249 & 315048.708333333 & 5200.29166666669 \tabularnewline
379 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
380 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
381 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
382 & 349365 & 331959.363636364 & 17405.6363636364 \tabularnewline
383 & 289197 & 331959.363636364 & -42762.3636363636 \tabularnewline
384 & 325560 & 325559.705035971 & 0.294964028755203 \tabularnewline
385 & 329245 & 331959.363636364 & -2714.36363636365 \tabularnewline
386 & 240869 & 263925.818181818 & -23056.8181818182 \tabularnewline
387 & 327182 & 321470.105263158 & 5711.89473684208 \tabularnewline
388 & 322876 & 315048.708333333 & 7827.29166666669 \tabularnewline
389 & 323117 & 321470.105263158 & 1646.89473684208 \tabularnewline
390 & 306351 & 331959.363636364 & -25608.3636363636 \tabularnewline
391 & 335137 & 329643.285714286 & 5493.71428571426 \tabularnewline
392 & 308271 & 315048.708333333 & -6777.70833333331 \tabularnewline
393 & 301731 & 315048.708333333 & -13317.7083333333 \tabularnewline
394 & 382409 & 315048.708333333 & 67360.2916666667 \tabularnewline
395 & 279230 & 498898.76 & -219668.76 \tabularnewline
396 & 298731 & 315048.708333333 & -16317.7083333333 \tabularnewline
397 & 243650 & 263925.818181818 & -20275.8181818182 \tabularnewline
398 & 532682 & 498898.76 & 33783.24 \tabularnewline
399 & 319771 & 315048.708333333 & 4722.29166666669 \tabularnewline
400 & 171493 & 263925.818181818 & -92432.8181818182 \tabularnewline
401 & 347262 & 315048.708333333 & 32213.2916666667 \tabularnewline
402 & 343945 & 315048.708333333 & 28896.2916666667 \tabularnewline
403 & 311874 & 315048.708333333 & -3174.70833333331 \tabularnewline
404 & 302211 & 331959.363636364 & -29748.3636363636 \tabularnewline
405 & 316708 & 315048.708333333 & 1659.29166666669 \tabularnewline
406 & 333463 & 331959.363636364 & 1503.63636363635 \tabularnewline
407 & 344282 & 331959.363636364 & 12322.6363636364 \tabularnewline
408 & 319635 & 315048.708333333 & 4586.29166666669 \tabularnewline
409 & 301186 & 315048.708333333 & -13862.7083333333 \tabularnewline
410 & 300381 & 315048.708333333 & -14667.7083333333 \tabularnewline
411 & 318765 & 331959.363636364 & -13194.3636363636 \tabularnewline
412 & 286146 & 263925.818181818 & 22220.1818181818 \tabularnewline
413 & 306844 & 331959.363636364 & -25115.3636363636 \tabularnewline
414 & 307705 & 263925.818181818 & 43779.1818181818 \tabularnewline
415 & 312448 & 315048.708333333 & -2600.70833333331 \tabularnewline
416 & 299715 & 315048.708333333 & -15333.7083333333 \tabularnewline
417 & 373399 & 263925.818181818 & 109473.181818182 \tabularnewline
418 & 299446 & 331959.363636364 & -32513.3636363636 \tabularnewline
419 & 325586 & 331959.363636364 & -6373.36363636365 \tabularnewline
420 & 291221 & 315048.708333333 & -23827.7083333333 \tabularnewline
421 & 261173 & 315048.708333333 & -53875.7083333333 \tabularnewline
422 & 255027 & 263925.818181818 & -8898.81818181818 \tabularnewline
423 & -78375 & 263925.818181818 & -342300.818181818 \tabularnewline
424 & -58143 & 263925.818181818 & -322068.818181818 \tabularnewline
425 & 227033 & 263925.818181818 & -36892.8181818182 \tabularnewline
426 & 235098 & 263925.818181818 & -28827.8181818182 \tabularnewline
427 & 21267 & 263925.818181818 & -242658.818181818 \tabularnewline
428 & 238675 & 802777 & -564102 \tabularnewline
429 & 197687 & 263925.818181818 & -66238.8181818182 \tabularnewline
430 & 418341 & 381828 & 36513 \tabularnewline
431 & -297706 & 381828 & -679534 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=114160&T=2

[TABLE]
[ROW][C]Actuals, Predictions, and Residuals[/C][/ROW]
[ROW][C]#[/C][C]Actuals[/C][C]Forecasts[/C][C]Residuals[/C][/ROW]
[ROW][C]1[/C][C]6282929[/C][C]2800348.625[/C][C]3482580.375[/C][/ROW]
[ROW][C]2[/C][C]4324047[/C][C]2800348.625[/C][C]1523698.375[/C][/ROW]
[ROW][C]3[/C][C]4108272[/C][C]2800348.625[/C][C]1307923.375[/C][/ROW]
[ROW][C]4[/C][C]-1212617[/C][C]381828[/C][C]-1594445[/C][/ROW]
[ROW][C]5[/C][C]1485329[/C][C]2800348.625[/C][C]-1315019.625[/C][/ROW]
[ROW][C]6[/C][C]1779876[/C][C]2800348.625[/C][C]-1020472.625[/C][/ROW]
[ROW][C]7[/C][C]1367203[/C][C]802777[/C][C]564426[/C][/ROW]
[ROW][C]8[/C][C]2519076[/C][C]2800348.625[/C][C]-281272.625[/C][/ROW]
[ROW][C]9[/C][C]912684[/C][C]2800348.625[/C][C]-1887664.625[/C][/ROW]
[ROW][C]10[/C][C]1443586[/C][C]381828[/C][C]1061758[/C][/ROW]
[ROW][C]11[/C][C]1220017[/C][C]802777[/C][C]417240[/C][/ROW]
[ROW][C]12[/C][C]984885[/C][C]381828[/C][C]603057[/C][/ROW]
[ROW][C]13[/C][C]1457425[/C][C]381828[/C][C]1075597[/C][/ROW]
[ROW][C]14[/C][C]-572920[/C][C]381828[/C][C]-954748[/C][/ROW]
[ROW][C]15[/C][C]929144[/C][C]802777[/C][C]126367[/C][/ROW]
[ROW][C]16[/C][C]1151176[/C][C]706603.625[/C][C]444572.375[/C][/ROW]
[ROW][C]17[/C][C]790090[/C][C]706603.625[/C][C]83486.375[/C][/ROW]
[ROW][C]18[/C][C]774497[/C][C]802777[/C][C]-28280[/C][/ROW]
[ROW][C]19[/C][C]990576[/C][C]2800348.625[/C][C]-1809772.625[/C][/ROW]
[ROW][C]20[/C][C]454195[/C][C]385829.190476190[/C][C]68365.8095238095[/C][/ROW]
[ROW][C]21[/C][C]876607[/C][C]498898.76[/C][C]377708.24[/C][/ROW]
[ROW][C]22[/C][C]711969[/C][C]802777[/C][C]-90808[/C][/ROW]
[ROW][C]23[/C][C]702380[/C][C]706603.625[/C][C]-4223.625[/C][/ROW]
[ROW][C]24[/C][C]264449[/C][C]385829.190476190[/C][C]-121380.190476190[/C][/ROW]
[ROW][C]25[/C][C]450033[/C][C]385829.190476190[/C][C]64203.8095238095[/C][/ROW]
[ROW][C]26[/C][C]541063[/C][C]381828[/C][C]159235[/C][/ROW]
[ROW][C]27[/C][C]588864[/C][C]381828[/C][C]207036[/C][/ROW]
[ROW][C]28[/C][C]-37216[/C][C]263925.818181818[/C][C]-301141.818181818[/C][/ROW]
[ROW][C]29[/C][C]783310[/C][C]263925.818181818[/C][C]519384.181818182[/C][/ROW]
[ROW][C]30[/C][C]467359[/C][C]381828[/C][C]85531[/C][/ROW]
[ROW][C]31[/C][C]688779[/C][C]498898.76[/C][C]189880.24[/C][/ROW]
[ROW][C]32[/C][C]608419[/C][C]498898.76[/C][C]109520.24[/C][/ROW]
[ROW][C]33[/C][C]696348[/C][C]498898.76[/C][C]197449.24[/C][/ROW]
[ROW][C]34[/C][C]597793[/C][C]498898.76[/C][C]98894.24[/C][/ROW]
[ROW][C]35[/C][C]821730[/C][C]706603.625[/C][C]115126.375[/C][/ROW]
[ROW][C]36[/C][C]377934[/C][C]802777[/C][C]-424843[/C][/ROW]
[ROW][C]37[/C][C]651939[/C][C]385829.190476190[/C][C]266109.809523810[/C][/ROW]
[ROW][C]38[/C][C]697458[/C][C]498898.76[/C][C]198559.24[/C][/ROW]
[ROW][C]39[/C][C]700368[/C][C]706603.625[/C][C]-6235.625[/C][/ROW]
[ROW][C]40[/C][C]225986[/C][C]385829.190476190[/C][C]-159843.190476190[/C][/ROW]
[ROW][C]41[/C][C]348695[/C][C]385829.190476190[/C][C]-37134.1904761905[/C][/ROW]
[ROW][C]42[/C][C]373683[/C][C]385829.190476190[/C][C]-12146.1904761905[/C][/ROW]
[ROW][C]43[/C][C]501709[/C][C]385829.190476190[/C][C]115879.809523810[/C][/ROW]
[ROW][C]44[/C][C]413743[/C][C]385829.190476190[/C][C]27913.8095238095[/C][/ROW]
[ROW][C]45[/C][C]379825[/C][C]263925.818181818[/C][C]115899.181818182[/C][/ROW]
[ROW][C]46[/C][C]336260[/C][C]498898.76[/C][C]-162638.76[/C][/ROW]
[ROW][C]47[/C][C]636765[/C][C]706603.625[/C][C]-69838.625[/C][/ROW]
[ROW][C]48[/C][C]481231[/C][C]498898.76[/C][C]-17667.76[/C][/ROW]
[ROW][C]49[/C][C]469107[/C][C]385829.190476190[/C][C]83277.8095238095[/C][/ROW]
[ROW][C]50[/C][C]211928[/C][C]263925.818181818[/C][C]-51997.8181818182[/C][/ROW]
[ROW][C]51[/C][C]563925[/C][C]498898.76[/C][C]65026.24[/C][/ROW]
[ROW][C]52[/C][C]511939[/C][C]498898.76[/C][C]13040.24[/C][/ROW]
[ROW][C]53[/C][C]521016[/C][C]706603.625[/C][C]-185587.625[/C][/ROW]
[ROW][C]54[/C][C]543856[/C][C]498898.76[/C][C]44957.24[/C][/ROW]
[ROW][C]55[/C][C]329304[/C][C]706603.625[/C][C]-377299.625[/C][/ROW]
[ROW][C]56[/C][C]423262[/C][C]263925.818181818[/C][C]159336.181818182[/C][/ROW]
[ROW][C]57[/C][C]509665[/C][C]263925.818181818[/C][C]245739.181818182[/C][/ROW]
[ROW][C]58[/C][C]455881[/C][C]385829.190476190[/C][C]70051.8095238095[/C][/ROW]
[ROW][C]59[/C][C]367772[/C][C]385829.190476190[/C][C]-18057.1904761905[/C][/ROW]
[ROW][C]60[/C][C]406339[/C][C]498898.76[/C][C]-92559.76[/C][/ROW]
[ROW][C]61[/C][C]493408[/C][C]498898.76[/C][C]-5490.76000000001[/C][/ROW]
[ROW][C]62[/C][C]232942[/C][C]331959.363636364[/C][C]-99017.3636363636[/C][/ROW]
[ROW][C]63[/C][C]416002[/C][C]498898.76[/C][C]-82896.76[/C][/ROW]
[ROW][C]64[/C][C]337430[/C][C]498898.76[/C][C]-161468.76[/C][/ROW]
[ROW][C]65[/C][C]361517[/C][C]263925.818181818[/C][C]97591.1818181818[/C][/ROW]
[ROW][C]66[/C][C]360962[/C][C]385829.190476190[/C][C]-24867.1904761905[/C][/ROW]
[ROW][C]67[/C][C]235561[/C][C]385829.190476190[/C][C]-150268.190476190[/C][/ROW]
[ROW][C]68[/C][C]408247[/C][C]498898.76[/C][C]-90651.76[/C][/ROW]
[ROW][C]69[/C][C]450296[/C][C]385829.190476190[/C][C]64466.8095238095[/C][/ROW]
[ROW][C]70[/C][C]418799[/C][C]498898.76[/C][C]-80099.76[/C][/ROW]
[ROW][C]71[/C][C]247405[/C][C]263925.818181818[/C][C]-16520.8181818182[/C][/ROW]
[ROW][C]72[/C][C]378519[/C][C]263925.818181818[/C][C]114593.181818182[/C][/ROW]
[ROW][C]73[/C][C]326638[/C][C]385829.190476190[/C][C]-59191.1904761905[/C][/ROW]
[ROW][C]74[/C][C]328233[/C][C]331959.363636364[/C][C]-3726.36363636365[/C][/ROW]
[ROW][C]75[/C][C]386225[/C][C]385829.190476190[/C][C]395.809523809527[/C][/ROW]
[ROW][C]76[/C][C]283662[/C][C]331959.363636364[/C][C]-48297.3636363636[/C][/ROW]
[ROW][C]77[/C][C]370225[/C][C]385829.190476190[/C][C]-15604.1904761905[/C][/ROW]
[ROW][C]78[/C][C]269236[/C][C]331959.363636364[/C][C]-62723.3636363636[/C][/ROW]
[ROW][C]79[/C][C]365732[/C][C]331959.363636364[/C][C]33772.6363636364[/C][/ROW]
[ROW][C]80[/C][C]420383[/C][C]385829.190476190[/C][C]34553.8095238095[/C][/ROW]
[ROW][C]81[/C][C]345811[/C][C]331959.363636364[/C][C]13851.6363636364[/C][/ROW]
[ROW][C]82[/C][C]431809[/C][C]498898.76[/C][C]-67089.76[/C][/ROW]
[ROW][C]83[/C][C]418876[/C][C]385829.190476190[/C][C]33046.8095238095[/C][/ROW]
[ROW][C]84[/C][C]297476[/C][C]315048.708333333[/C][C]-17572.7083333333[/C][/ROW]
[ROW][C]85[/C][C]416776[/C][C]385829.190476190[/C][C]30946.8095238095[/C][/ROW]
[ROW][C]86[/C][C]357257[/C][C]263925.818181818[/C][C]93331.1818181818[/C][/ROW]
[ROW][C]87[/C][C]458343[/C][C]385829.190476190[/C][C]72513.8095238095[/C][/ROW]
[ROW][C]88[/C][C]388386[/C][C]385829.190476190[/C][C]2556.80952380953[/C][/ROW]
[ROW][C]89[/C][C]358934[/C][C]385829.190476190[/C][C]-26895.1904761905[/C][/ROW]
[ROW][C]90[/C][C]407560[/C][C]385829.190476190[/C][C]21730.8095238095[/C][/ROW]
[ROW][C]91[/C][C]392558[/C][C]385829.190476190[/C][C]6728.80952380953[/C][/ROW]
[ROW][C]92[/C][C]373177[/C][C]498898.76[/C][C]-125721.76[/C][/ROW]
[ROW][C]93[/C][C]428370[/C][C]263925.818181818[/C][C]164444.181818182[/C][/ROW]
[ROW][C]94[/C][C]369419[/C][C]498898.76[/C][C]-129479.76[/C][/ROW]
[ROW][C]95[/C][C]358649[/C][C]331959.363636364[/C][C]26689.6363636364[/C][/ROW]
[ROW][C]96[/C][C]376641[/C][C]263925.818181818[/C][C]112715.181818182[/C][/ROW]
[ROW][C]97[/C][C]467427[/C][C]385829.190476190[/C][C]81597.8095238095[/C][/ROW]
[ROW][C]98[/C][C]364885[/C][C]331959.363636364[/C][C]32925.6363636364[/C][/ROW]
[ROW][C]99[/C][C]436230[/C][C]385829.190476190[/C][C]50400.8095238095[/C][/ROW]
[ROW][C]100[/C][C]329118[/C][C]331272.142857143[/C][C]-2154.14285714284[/C][/ROW]
[ROW][C]101[/C][C]317365[/C][C]331959.363636364[/C][C]-14594.3636363636[/C][/ROW]
[ROW][C]102[/C][C]286849[/C][C]385829.190476190[/C][C]-98980.1904761905[/C][/ROW]
[ROW][C]103[/C][C]376685[/C][C]385829.190476190[/C][C]-9144.19047619047[/C][/ROW]
[ROW][C]104[/C][C]407198[/C][C]385829.190476190[/C][C]21368.8095238095[/C][/ROW]
[ROW][C]105[/C][C]377772[/C][C]331959.363636364[/C][C]45812.6363636364[/C][/ROW]
[ROW][C]106[/C][C]271483[/C][C]331959.363636364[/C][C]-60476.3636363636[/C][/ROW]
[ROW][C]107[/C][C]153661[/C][C]263925.818181818[/C][C]-110264.818181818[/C][/ROW]
[ROW][C]108[/C][C]513294[/C][C]498898.76[/C][C]14395.24[/C][/ROW]
[ROW][C]109[/C][C]324881[/C][C]385829.190476190[/C][C]-60948.1904761905[/C][/ROW]
[ROW][C]110[/C][C]264512[/C][C]263925.818181818[/C][C]586.181818181823[/C][/ROW]
[ROW][C]111[/C][C]420968[/C][C]331959.363636364[/C][C]89008.6363636364[/C][/ROW]
[ROW][C]112[/C][C]129302[/C][C]263925.818181818[/C][C]-134623.818181818[/C][/ROW]
[ROW][C]113[/C][C]191521[/C][C]385829.190476190[/C][C]-194308.190476190[/C][/ROW]
[ROW][C]114[/C][C]268673[/C][C]263925.818181818[/C][C]4747.18181818182[/C][/ROW]
[ROW][C]115[/C][C]353179[/C][C]331272.142857143[/C][C]21906.8571428572[/C][/ROW]
[ROW][C]116[/C][C]354624[/C][C]331959.363636364[/C][C]22664.6363636364[/C][/ROW]
[ROW][C]117[/C][C]363713[/C][C]385829.190476190[/C][C]-22116.1904761905[/C][/ROW]
[ROW][C]118[/C][C]456657[/C][C]385829.190476190[/C][C]70827.8095238095[/C][/ROW]
[ROW][C]119[/C][C]211742[/C][C]263925.818181818[/C][C]-52183.8181818182[/C][/ROW]
[ROW][C]120[/C][C]338381[/C][C]331959.363636364[/C][C]6421.63636363635[/C][/ROW]
[ROW][C]121[/C][C]418530[/C][C]385829.190476190[/C][C]32700.8095238095[/C][/ROW]
[ROW][C]122[/C][C]351483[/C][C]331959.363636364[/C][C]19523.6363636364[/C][/ROW]
[ROW][C]123[/C][C]372928[/C][C]385829.190476190[/C][C]-12901.1904761905[/C][/ROW]
[ROW][C]124[/C][C]485538[/C][C]498898.76[/C][C]-13360.76[/C][/ROW]
[ROW][C]125[/C][C]279268[/C][C]263925.818181818[/C][C]15342.1818181818[/C][/ROW]
[ROW][C]126[/C][C]219060[/C][C]263925.818181818[/C][C]-44865.8181818182[/C][/ROW]
[ROW][C]127[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]128[/C][C]325314[/C][C]324683[/C][C]631[/C][/ROW]
[ROW][C]129[/C][C]322046[/C][C]331959.363636364[/C][C]-9913.36363636365[/C][/ROW]
[ROW][C]130[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]131[/C][C]325599[/C][C]324683[/C][C]916[/C][/ROW]
[ROW][C]132[/C][C]377028[/C][C]331959.363636364[/C][C]45068.6363636364[/C][/ROW]
[ROW][C]133[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]134[/C][C]323850[/C][C]324683[/C][C]-833[/C][/ROW]
[ROW][C]135[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]136[/C][C]331514[/C][C]321470.105263158[/C][C]10043.8947368421[/C][/ROW]
[ROW][C]137[/C][C]325632[/C][C]324683[/C][C]949[/C][/ROW]
[ROW][C]138[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]139[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]140[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]141[/C][C]322265[/C][C]321470.105263158[/C][C]794.894736842078[/C][/ROW]
[ROW][C]142[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]143[/C][C]325906[/C][C]315048.708333333[/C][C]10857.2916666667[/C][/ROW]
[ROW][C]144[/C][C]325985[/C][C]324683[/C][C]1302[/C][/ROW]
[ROW][C]145[/C][C]346145[/C][C]331959.363636364[/C][C]14185.6363636364[/C][/ROW]
[ROW][C]146[/C][C]325898[/C][C]321470.105263158[/C][C]4427.89473684208[/C][/ROW]
[ROW][C]147[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]148[/C][C]325356[/C][C]325735.857142857[/C][C]-379.857142857159[/C][/ROW]
[ROW][C]149[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]150[/C][C]325930[/C][C]325735.857142857[/C][C]194.142857142841[/C][/ROW]
[ROW][C]151[/C][C]318020[/C][C]315048.708333333[/C][C]2971.29166666669[/C][/ROW]
[ROW][C]152[/C][C]326389[/C][C]331959.363636364[/C][C]-5570.36363636365[/C][/ROW]
[ROW][C]153[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]154[/C][C]302925[/C][C]315048.708333333[/C][C]-12123.7083333333[/C][/ROW]
[ROW][C]155[/C][C]325540[/C][C]325735.857142857[/C][C]-195.857142857159[/C][/ROW]
[ROW][C]156[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]157[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]158[/C][C]326736[/C][C]326495[/C][C]241[/C][/ROW]
[ROW][C]159[/C][C]340580[/C][C]329643.285714286[/C][C]10936.7142857143[/C][/ROW]
[ROW][C]160[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]161[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]162[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]163[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]164[/C][C]331828[/C][C]331959.363636364[/C][C]-131.363636363647[/C][/ROW]
[ROW][C]165[/C][C]323299[/C][C]331959.363636364[/C][C]-8660.36363636365[/C][/ROW]
[ROW][C]166[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]167[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]168[/C][C]387722[/C][C]331959.363636364[/C][C]55762.6363636364[/C][/ROW]
[ROW][C]169[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]170[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]171[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]172[/C][C]324598[/C][C]326495[/C][C]-1897[/C][/ROW]
[ROW][C]173[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]174[/C][C]328726[/C][C]329643.285714286[/C][C]-917.285714285739[/C][/ROW]
[ROW][C]175[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]176[/C][C]325043[/C][C]324683[/C][C]360[/C][/ROW]
[ROW][C]177[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]178[/C][C]325806[/C][C]331272.142857143[/C][C]-5466.14285714284[/C][/ROW]
[ROW][C]179[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]180[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]181[/C][C]387732[/C][C]331959.363636364[/C][C]55772.6363636364[/C][/ROW]
[ROW][C]182[/C][C]349729[/C][C]331272.142857143[/C][C]18456.8571428572[/C][/ROW]
[ROW][C]183[/C][C]332202[/C][C]331959.363636364[/C][C]242.636363636353[/C][/ROW]
[ROW][C]184[/C][C]305442[/C][C]331272.142857143[/C][C]-25830.1428571428[/C][/ROW]
[ROW][C]185[/C][C]329537[/C][C]326495[/C][C]3042[/C][/ROW]
[ROW][C]186[/C][C]327055[/C][C]331272.142857143[/C][C]-4217.14285714284[/C][/ROW]
[ROW][C]187[/C][C]356245[/C][C]331959.363636364[/C][C]24285.6363636364[/C][/ROW]
[ROW][C]188[/C][C]328451[/C][C]329643.285714286[/C][C]-1192.28571428574[/C][/ROW]
[ROW][C]189[/C][C]307062[/C][C]324038[/C][C]-16976[/C][/ROW]
[ROW][C]190[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]191[/C][C]331345[/C][C]321470.105263158[/C][C]9874.89473684208[/C][/ROW]
[ROW][C]192[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]193[/C][C]331824[/C][C]329643.285714286[/C][C]2180.71428571426[/C][/ROW]
[ROW][C]194[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]195[/C][C]325685[/C][C]324683[/C][C]1002[/C][/ROW]
[ROW][C]196[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]197[/C][C]404480[/C][C]498898.76[/C][C]-94418.76[/C][/ROW]
[ROW][C]198[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]199[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]200[/C][C]318314[/C][C]385829.190476190[/C][C]-67515.1904761905[/C][/ROW]
[ROW][C]201[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]202[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]203[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]204[/C][C]311807[/C][C]331959.363636364[/C][C]-20152.3636363636[/C][/ROW]
[ROW][C]205[/C][C]337724[/C][C]385829.190476190[/C][C]-48105.1904761905[/C][/ROW]
[ROW][C]206[/C][C]326431[/C][C]326495[/C][C]-64[/C][/ROW]
[ROW][C]207[/C][C]327556[/C][C]324038[/C][C]3518[/C][/ROW]
[ROW][C]208[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]209[/C][C]356850[/C][C]331959.363636364[/C][C]24890.6363636364[/C][/ROW]
[ROW][C]210[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]211[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]212[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]213[/C][C]322741[/C][C]331959.363636364[/C][C]-9218.36363636365[/C][/ROW]
[ROW][C]214[/C][C]310902[/C][C]331959.363636364[/C][C]-21057.3636363636[/C][/ROW]
[ROW][C]215[/C][C]324295[/C][C]315048.708333333[/C][C]9246.29166666669[/C][/ROW]
[ROW][C]216[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]217[/C][C]326156[/C][C]325735.857142857[/C][C]420.142857142841[/C][/ROW]
[ROW][C]218[/C][C]326960[/C][C]331959.363636364[/C][C]-4999.36363636365[/C][/ROW]
[ROW][C]219[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]220[/C][C]333411[/C][C]331959.363636364[/C][C]1451.63636363635[/C][/ROW]
[ROW][C]221[/C][C]297761[/C][C]321470.105263158[/C][C]-23709.1052631579[/C][/ROW]
[ROW][C]222[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]223[/C][C]325536[/C][C]325735.857142857[/C][C]-199.857142857159[/C][/ROW]
[ROW][C]224[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]225[/C][C]325762[/C][C]325735.857142857[/C][C]26.1428571428405[/C][/ROW]
[ROW][C]226[/C][C]327957[/C][C]331959.363636364[/C][C]-4002.36363636365[/C][/ROW]
[ROW][C]227[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]228[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]229[/C][C]318521[/C][C]324038[/C][C]-5517[/C][/ROW]
[ROW][C]230[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]231[/C][C]319775[/C][C]329643.285714286[/C][C]-9868.28571428574[/C][/ROW]
[ROW][C]232[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]233[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]234[/C][C]332128[/C][C]331959.363636364[/C][C]168.636363636353[/C][/ROW]
[ROW][C]235[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]236[/C][C]325486[/C][C]325559.705035971[/C][C]-73.7050359712448[/C][/ROW]
[ROW][C]237[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]238[/C][C]325838[/C][C]321470.105263158[/C][C]4367.89473684208[/C][/ROW]
[ROW][C]239[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]240[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]241[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]242[/C][C]331767[/C][C]326495[/C][C]5272[/C][/ROW]
[ROW][C]243[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]244[/C][C]324523[/C][C]321470.105263158[/C][C]3052.89473684208[/C][/ROW]
[ROW][C]245[/C][C]339995[/C][C]263925.818181818[/C][C]76069.1818181818[/C][/ROW]
[ROW][C]246[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]247[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]248[/C][C]319582[/C][C]326495[/C][C]-6913[/C][/ROW]
[ROW][C]249[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]250[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]251[/C][C]307245[/C][C]321470.105263158[/C][C]-14225.1052631579[/C][/ROW]
[ROW][C]252[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]253[/C][C]317967[/C][C]324038[/C][C]-6071[/C][/ROW]
[ROW][C]254[/C][C]331488[/C][C]331959.363636364[/C][C]-471.363636363647[/C][/ROW]
[ROW][C]255[/C][C]335452[/C][C]385829.190476190[/C][C]-50377.1904761905[/C][/ROW]
[ROW][C]256[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]257[/C][C]334184[/C][C]321470.105263158[/C][C]12713.8947368421[/C][/ROW]
[ROW][C]258[/C][C]313213[/C][C]331959.363636364[/C][C]-18746.3636363636[/C][/ROW]
[ROW][C]259[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]260[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]261[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]262[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]263[/C][C]348678[/C][C]331959.363636364[/C][C]16718.6363636364[/C][/ROW]
[ROW][C]264[/C][C]328727[/C][C]331959.363636364[/C][C]-3232.36363636365[/C][/ROW]
[ROW][C]265[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]266[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]267[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]268[/C][C]387978[/C][C]331959.363636364[/C][C]56018.6363636364[/C][/ROW]
[ROW][C]269[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]270[/C][C]336704[/C][C]324038[/C][C]12666[/C][/ROW]
[ROW][C]271[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]272[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]273[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]274[/C][C]322076[/C][C]324683[/C][C]-2607[/C][/ROW]
[ROW][C]275[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]276[/C][C]334272[/C][C]331959.363636364[/C][C]2312.63636363635[/C][/ROW]
[ROW][C]277[/C][C]338197[/C][C]331959.363636364[/C][C]6237.63636363635[/C][/ROW]
[ROW][C]278[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]279[/C][C]321024[/C][C]331959.363636364[/C][C]-10935.3636363636[/C][/ROW]
[ROW][C]280[/C][C]322145[/C][C]331959.363636364[/C][C]-9814.36363636365[/C][/ROW]
[ROW][C]281[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]282[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]283[/C][C]323351[/C][C]331959.363636364[/C][C]-8608.36363636365[/C][/ROW]
[ROW][C]284[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]285[/C][C]327748[/C][C]331959.363636364[/C][C]-4211.36363636365[/C][/ROW]
[ROW][C]286[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]287[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]288[/C][C]328157[/C][C]326495[/C][C]1662[/C][/ROW]
[ROW][C]289[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]290[/C][C]311594[/C][C]331959.363636364[/C][C]-20365.3636363636[/C][/ROW]
[ROW][C]291[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]292[/C][C]335962[/C][C]331959.363636364[/C][C]4002.63636363635[/C][/ROW]
[ROW][C]293[/C][C]372426[/C][C]385829.190476190[/C][C]-13403.1904761905[/C][/ROW]
[ROW][C]294[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]295[/C][C]319844[/C][C]321470.105263158[/C][C]-1626.10526315792[/C][/ROW]
[ROW][C]296[/C][C]355822[/C][C]331959.363636364[/C][C]23862.6363636364[/C][/ROW]
[ROW][C]297[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]298[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]299[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]300[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]301[/C][C]324047[/C][C]324683[/C][C]-636[/C][/ROW]
[ROW][C]302[/C][C]311464[/C][C]321470.105263158[/C][C]-10006.1052631579[/C][/ROW]
[ROW][C]303[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]304[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]305[/C][C]353417[/C][C]331959.363636364[/C][C]21457.6363636364[/C][/ROW]
[ROW][C]306[/C][C]325590[/C][C]325559.705035971[/C][C]30.2949640287552[/C][/ROW]
[ROW][C]307[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]308[/C][C]328576[/C][C]331272.142857143[/C][C]-2696.14285714284[/C][/ROW]
[ROW][C]309[/C][C]326126[/C][C]331959.363636364[/C][C]-5833.36363636365[/C][/ROW]
[ROW][C]310[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]311[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]312[/C][C]369376[/C][C]385829.190476190[/C][C]-16453.1904761905[/C][/ROW]
[ROW][C]313[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]314[/C][C]332013[/C][C]326495[/C][C]5518[/C][/ROW]
[ROW][C]315[/C][C]325871[/C][C]325735.857142857[/C][C]135.142857142841[/C][/ROW]
[ROW][C]316[/C][C]342165[/C][C]331959.363636364[/C][C]10205.6363636364[/C][/ROW]
[ROW][C]317[/C][C]324967[/C][C]321470.105263158[/C][C]3496.89473684208[/C][/ROW]
[ROW][C]318[/C][C]314832[/C][C]331959.363636364[/C][C]-17127.3636363636[/C][/ROW]
[ROW][C]319[/C][C]325557[/C][C]325559.705035971[/C][C]-2.70503597124480[/C][/ROW]
[ROW][C]320[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]321[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]322[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]323[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]324[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]325[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]326[/C][C]322649[/C][C]324683[/C][C]-2034[/C][/ROW]
[ROW][C]327[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]328[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]329[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]330[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]331[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]332[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]333[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]334[/C][C]324598[/C][C]321470.105263158[/C][C]3127.89473684208[/C][/ROW]
[ROW][C]335[/C][C]325567[/C][C]325559.705035971[/C][C]7.2949640287552[/C][/ROW]
[ROW][C]336[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]337[/C][C]324005[/C][C]324683[/C][C]-678[/C][/ROW]
[ROW][C]338[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]339[/C][C]325748[/C][C]324683[/C][C]1065[/C][/ROW]
[ROW][C]340[/C][C]323385[/C][C]321470.105263158[/C][C]1914.89473684208[/C][/ROW]
[ROW][C]341[/C][C]315409[/C][C]331959.363636364[/C][C]-16550.3636363636[/C][/ROW]
[ROW][C]342[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]343[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]344[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]345[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]346[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]347[/C][C]312275[/C][C]321470.105263158[/C][C]-9195.10526315792[/C][/ROW]
[ROW][C]348[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]349[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]350[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]351[/C][C]320576[/C][C]321470.105263158[/C][C]-894.105263157922[/C][/ROW]
[ROW][C]352[/C][C]325246[/C][C]324683[/C][C]563[/C][/ROW]
[ROW][C]353[/C][C]332961[/C][C]315048.708333333[/C][C]17912.2916666667[/C][/ROW]
[ROW][C]354[/C][C]323010[/C][C]329643.285714286[/C][C]-6633.28571428574[/C][/ROW]
[ROW][C]355[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]356[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]357[/C][C]345253[/C][C]331959.363636364[/C][C]13293.6363636364[/C][/ROW]
[ROW][C]358[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]359[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]360[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]361[/C][C]325559[/C][C]325559.705035971[/C][C]-0.705035971244797[/C][/ROW]
[ROW][C]362[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]363[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]364[/C][C]319634[/C][C]326495[/C][C]-6861[/C][/ROW]
[ROW][C]365[/C][C]319951[/C][C]321470.105263158[/C][C]-1519.10526315792[/C][/ROW]
[ROW][C]366[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]367[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]368[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]369[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]370[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]371[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]372[/C][C]318519[/C][C]331959.363636364[/C][C]-13440.3636363636[/C][/ROW]
[ROW][C]373[/C][C]343222[/C][C]324038[/C][C]19184[/C][/ROW]
[ROW][C]374[/C][C]317234[/C][C]324038[/C][C]-6804[/C][/ROW]
[ROW][C]375[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]376[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]377[/C][C]314025[/C][C]331959.363636364[/C][C]-17934.3636363636[/C][/ROW]
[ROW][C]378[/C][C]320249[/C][C]315048.708333333[/C][C]5200.29166666669[/C][/ROW]
[ROW][C]379[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]380[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]381[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]382[/C][C]349365[/C][C]331959.363636364[/C][C]17405.6363636364[/C][/ROW]
[ROW][C]383[/C][C]289197[/C][C]331959.363636364[/C][C]-42762.3636363636[/C][/ROW]
[ROW][C]384[/C][C]325560[/C][C]325559.705035971[/C][C]0.294964028755203[/C][/ROW]
[ROW][C]385[/C][C]329245[/C][C]331959.363636364[/C][C]-2714.36363636365[/C][/ROW]
[ROW][C]386[/C][C]240869[/C][C]263925.818181818[/C][C]-23056.8181818182[/C][/ROW]
[ROW][C]387[/C][C]327182[/C][C]321470.105263158[/C][C]5711.89473684208[/C][/ROW]
[ROW][C]388[/C][C]322876[/C][C]315048.708333333[/C][C]7827.29166666669[/C][/ROW]
[ROW][C]389[/C][C]323117[/C][C]321470.105263158[/C][C]1646.89473684208[/C][/ROW]
[ROW][C]390[/C][C]306351[/C][C]331959.363636364[/C][C]-25608.3636363636[/C][/ROW]
[ROW][C]391[/C][C]335137[/C][C]329643.285714286[/C][C]5493.71428571426[/C][/ROW]
[ROW][C]392[/C][C]308271[/C][C]315048.708333333[/C][C]-6777.70833333331[/C][/ROW]
[ROW][C]393[/C][C]301731[/C][C]315048.708333333[/C][C]-13317.7083333333[/C][/ROW]
[ROW][C]394[/C][C]382409[/C][C]315048.708333333[/C][C]67360.2916666667[/C][/ROW]
[ROW][C]395[/C][C]279230[/C][C]498898.76[/C][C]-219668.76[/C][/ROW]
[ROW][C]396[/C][C]298731[/C][C]315048.708333333[/C][C]-16317.7083333333[/C][/ROW]
[ROW][C]397[/C][C]243650[/C][C]263925.818181818[/C][C]-20275.8181818182[/C][/ROW]
[ROW][C]398[/C][C]532682[/C][C]498898.76[/C][C]33783.24[/C][/ROW]
[ROW][C]399[/C][C]319771[/C][C]315048.708333333[/C][C]4722.29166666669[/C][/ROW]
[ROW][C]400[/C][C]171493[/C][C]263925.818181818[/C][C]-92432.8181818182[/C][/ROW]
[ROW][C]401[/C][C]347262[/C][C]315048.708333333[/C][C]32213.2916666667[/C][/ROW]
[ROW][C]402[/C][C]343945[/C][C]315048.708333333[/C][C]28896.2916666667[/C][/ROW]
[ROW][C]403[/C][C]311874[/C][C]315048.708333333[/C][C]-3174.70833333331[/C][/ROW]
[ROW][C]404[/C][C]302211[/C][C]331959.363636364[/C][C]-29748.3636363636[/C][/ROW]
[ROW][C]405[/C][C]316708[/C][C]315048.708333333[/C][C]1659.29166666669[/C][/ROW]
[ROW][C]406[/C][C]333463[/C][C]331959.363636364[/C][C]1503.63636363635[/C][/ROW]
[ROW][C]407[/C][C]344282[/C][C]331959.363636364[/C][C]12322.6363636364[/C][/ROW]
[ROW][C]408[/C][C]319635[/C][C]315048.708333333[/C][C]4586.29166666669[/C][/ROW]
[ROW][C]409[/C][C]301186[/C][C]315048.708333333[/C][C]-13862.7083333333[/C][/ROW]
[ROW][C]410[/C][C]300381[/C][C]315048.708333333[/C][C]-14667.7083333333[/C][/ROW]
[ROW][C]411[/C][C]318765[/C][C]331959.363636364[/C][C]-13194.3636363636[/C][/ROW]
[ROW][C]412[/C][C]286146[/C][C]263925.818181818[/C][C]22220.1818181818[/C][/ROW]
[ROW][C]413[/C][C]306844[/C][C]331959.363636364[/C][C]-25115.3636363636[/C][/ROW]
[ROW][C]414[/C][C]307705[/C][C]263925.818181818[/C][C]43779.1818181818[/C][/ROW]
[ROW][C]415[/C][C]312448[/C][C]315048.708333333[/C][C]-2600.70833333331[/C][/ROW]
[ROW][C]416[/C][C]299715[/C][C]315048.708333333[/C][C]-15333.7083333333[/C][/ROW]
[ROW][C]417[/C][C]373399[/C][C]263925.818181818[/C][C]109473.181818182[/C][/ROW]
[ROW][C]418[/C][C]299446[/C][C]331959.363636364[/C][C]-32513.3636363636[/C][/ROW]
[ROW][C]419[/C][C]325586[/C][C]331959.363636364[/C][C]-6373.36363636365[/C][/ROW]
[ROW][C]420[/C][C]291221[/C][C]315048.708333333[/C][C]-23827.7083333333[/C][/ROW]
[ROW][C]421[/C][C]261173[/C][C]315048.708333333[/C][C]-53875.7083333333[/C][/ROW]
[ROW][C]422[/C][C]255027[/C][C]263925.818181818[/C][C]-8898.81818181818[/C][/ROW]
[ROW][C]423[/C][C]-78375[/C][C]263925.818181818[/C][C]-342300.818181818[/C][/ROW]
[ROW][C]424[/C][C]-58143[/C][C]263925.818181818[/C][C]-322068.818181818[/C][/ROW]
[ROW][C]425[/C][C]227033[/C][C]263925.818181818[/C][C]-36892.8181818182[/C][/ROW]
[ROW][C]426[/C][C]235098[/C][C]263925.818181818[/C][C]-28827.8181818182[/C][/ROW]
[ROW][C]427[/C][C]21267[/C][C]263925.818181818[/C][C]-242658.818181818[/C][/ROW]
[ROW][C]428[/C][C]238675[/C][C]802777[/C][C]-564102[/C][/ROW]
[ROW][C]429[/C][C]197687[/C][C]263925.818181818[/C][C]-66238.8181818182[/C][/ROW]
[ROW][C]430[/C][C]418341[/C][C]381828[/C][C]36513[/C][/ROW]
[ROW][C]431[/C][C]-297706[/C][C]381828[/C][C]-679534[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=114160&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=114160&T=2

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


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

Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
162829292800348.6253482580.375
243240472800348.6251523698.375
341082722800348.6251307923.375
4-1212617381828-1594445
514853292800348.625-1315019.625
617798762800348.625-1020472.625
71367203802777564426
825190762800348.625-281272.625
99126842800348.625-1887664.625
1014435863818281061758
111220017802777417240
12984885381828603057
1314574253818281075597
14-572920381828-954748
15929144802777126367
161151176706603.625444572.375
17790090706603.62583486.375
18774497802777-28280
199905762800348.625-1809772.625
20454195385829.19047619068365.8095238095
21876607498898.76377708.24
22711969802777-90808
23702380706603.625-4223.625
24264449385829.190476190-121380.190476190
25450033385829.19047619064203.8095238095
26541063381828159235
27588864381828207036
28-37216263925.818181818-301141.818181818
29783310263925.818181818519384.181818182
3046735938182885531
31688779498898.76189880.24
32608419498898.76109520.24
33696348498898.76197449.24
34597793498898.7698894.24
35821730706603.625115126.375
36377934802777-424843
37651939385829.190476190266109.809523810
38697458498898.76198559.24
39700368706603.625-6235.625
40225986385829.190476190-159843.190476190
41348695385829.190476190-37134.1904761905
42373683385829.190476190-12146.1904761905
43501709385829.190476190115879.809523810
44413743385829.19047619027913.8095238095
45379825263925.818181818115899.181818182
46336260498898.76-162638.76
47636765706603.625-69838.625
48481231498898.76-17667.76
49469107385829.19047619083277.8095238095
50211928263925.818181818-51997.8181818182
51563925498898.7665026.24
52511939498898.7613040.24
53521016706603.625-185587.625
54543856498898.7644957.24
55329304706603.625-377299.625
56423262263925.818181818159336.181818182
57509665263925.818181818245739.181818182
58455881385829.19047619070051.8095238095
59367772385829.190476190-18057.1904761905
60406339498898.76-92559.76
61493408498898.76-5490.76000000001
62232942331959.363636364-99017.3636363636
63416002498898.76-82896.76
64337430498898.76-161468.76
65361517263925.81818181897591.1818181818
66360962385829.190476190-24867.1904761905
67235561385829.190476190-150268.190476190
68408247498898.76-90651.76
69450296385829.19047619064466.8095238095
70418799498898.76-80099.76
71247405263925.818181818-16520.8181818182
72378519263925.818181818114593.181818182
73326638385829.190476190-59191.1904761905
74328233331959.363636364-3726.36363636365
75386225385829.190476190395.809523809527
76283662331959.363636364-48297.3636363636
77370225385829.190476190-15604.1904761905
78269236331959.363636364-62723.3636363636
79365732331959.36363636433772.6363636364
80420383385829.19047619034553.8095238095
81345811331959.36363636413851.6363636364
82431809498898.76-67089.76
83418876385829.19047619033046.8095238095
84297476315048.708333333-17572.7083333333
85416776385829.19047619030946.8095238095
86357257263925.81818181893331.1818181818
87458343385829.19047619072513.8095238095
88388386385829.1904761902556.80952380953
89358934385829.190476190-26895.1904761905
90407560385829.19047619021730.8095238095
91392558385829.1904761906728.80952380953
92373177498898.76-125721.76
93428370263925.818181818164444.181818182
94369419498898.76-129479.76
95358649331959.36363636426689.6363636364
96376641263925.818181818112715.181818182
97467427385829.19047619081597.8095238095
98364885331959.36363636432925.6363636364
99436230385829.19047619050400.8095238095
100329118331272.142857143-2154.14285714284
101317365331959.363636364-14594.3636363636
102286849385829.190476190-98980.1904761905
103376685385829.190476190-9144.19047619047
104407198385829.19047619021368.8095238095
105377772331959.36363636445812.6363636364
106271483331959.363636364-60476.3636363636
107153661263925.818181818-110264.818181818
108513294498898.7614395.24
109324881385829.190476190-60948.1904761905
110264512263925.818181818586.181818181823
111420968331959.36363636489008.6363636364
112129302263925.818181818-134623.818181818
113191521385829.190476190-194308.190476190
114268673263925.8181818184747.18181818182
115353179331272.14285714321906.8571428572
116354624331959.36363636422664.6363636364
117363713385829.190476190-22116.1904761905
118456657385829.19047619070827.8095238095
119211742263925.818181818-52183.8181818182
120338381331959.3636363646421.63636363635
121418530385829.19047619032700.8095238095
122351483331959.36363636419523.6363636364
123372928385829.190476190-12901.1904761905
124485538498898.76-13360.76
125279268263925.81818181815342.1818181818
126219060263925.818181818-44865.8181818182
127325560325559.7050359710.294964028755203
128325314324683631
129322046331959.363636364-9913.36363636365
130325560325559.7050359710.294964028755203
131325599324683916
132377028331959.36363636445068.6363636364
133325560325559.7050359710.294964028755203
134323850324683-833
135325560325559.7050359710.294964028755203
136331514321470.10526315810043.8947368421
137325632324683949
138325560325559.7050359710.294964028755203
139325560325559.7050359710.294964028755203
140325560325559.7050359710.294964028755203
141322265321470.105263158794.894736842078
142325560325559.7050359710.294964028755203
143325906315048.70833333310857.2916666667
1443259853246831302
145346145331959.36363636414185.6363636364
146325898321470.1052631584427.89473684208
147325560325559.7050359710.294964028755203
148325356325735.857142857-379.857142857159
149325560325559.7050359710.294964028755203
150325930325735.857142857194.142857142841
151318020315048.7083333332971.29166666669
152326389331959.363636364-5570.36363636365
153325560325559.7050359710.294964028755203
154302925315048.708333333-12123.7083333333
155325540325735.857142857-195.857142857159
156325560325559.7050359710.294964028755203
157325560325559.7050359710.294964028755203
158326736326495241
159340580329643.28571428610936.7142857143
160325560325559.7050359710.294964028755203
161325560325559.7050359710.294964028755203
162325560325559.7050359710.294964028755203
163325560325559.7050359710.294964028755203
164331828331959.363636364-131.363636363647
165323299331959.363636364-8660.36363636365
166325560325559.7050359710.294964028755203
167325560325559.7050359710.294964028755203
168387722331959.36363636455762.6363636364
169325560325559.7050359710.294964028755203
170325560325559.7050359710.294964028755203
171325560325559.7050359710.294964028755203
172324598326495-1897
173325560325559.7050359710.294964028755203
174328726329643.285714286-917.285714285739
175325560325559.7050359710.294964028755203
176325043324683360
177325560325559.7050359710.294964028755203
178325806331272.142857143-5466.14285714284
179325560325559.7050359710.294964028755203
180325560325559.7050359710.294964028755203
181387732331959.36363636455772.6363636364
182349729331272.14285714318456.8571428572
183332202331959.363636364242.636363636353
184305442331272.142857143-25830.1428571428
1853295373264953042
186327055331272.142857143-4217.14285714284
187356245331959.36363636424285.6363636364
188328451329643.285714286-1192.28571428574
189307062324038-16976
190325560325559.7050359710.294964028755203
191331345321470.1052631589874.89473684208
192325560325559.7050359710.294964028755203
193331824329643.2857142862180.71428571426
194325560325559.7050359710.294964028755203
1953256853246831002
196325560325559.7050359710.294964028755203
197404480498898.76-94418.76
198325560325559.7050359710.294964028755203
199325560325559.7050359710.294964028755203
200318314385829.190476190-67515.1904761905
201325560325559.7050359710.294964028755203
202325560325559.7050359710.294964028755203
203325560325559.7050359710.294964028755203
204311807331959.363636364-20152.3636363636
205337724385829.190476190-48105.1904761905
206326431326495-64
2073275563240383518
208325560325559.7050359710.294964028755203
209356850331959.36363636424890.6363636364
210325560325559.7050359710.294964028755203
211325560325559.7050359710.294964028755203
212325560325559.7050359710.294964028755203
213322741331959.363636364-9218.36363636365
214310902331959.363636364-21057.3636363636
215324295315048.7083333339246.29166666669
216325560325559.7050359710.294964028755203
217326156325735.857142857420.142857142841
218326960331959.363636364-4999.36363636365
219325560325559.7050359710.294964028755203
220333411331959.3636363641451.63636363635
221297761321470.105263158-23709.1052631579
222325560325559.7050359710.294964028755203
223325536325735.857142857-199.857142857159
224325560325559.7050359710.294964028755203
225325762325735.85714285726.1428571428405
226327957331959.363636364-4002.36363636365
227325560325559.7050359710.294964028755203
228325560325559.7050359710.294964028755203
229318521324038-5517
230325560325559.7050359710.294964028755203
231319775329643.285714286-9868.28571428574
232325560325559.7050359710.294964028755203
233325560325559.7050359710.294964028755203
234332128331959.363636364168.636363636353
235325560325559.7050359710.294964028755203
236325486325559.705035971-73.7050359712448
237325560325559.7050359710.294964028755203
238325838321470.1052631584367.89473684208
239325560325559.7050359710.294964028755203
240325560325559.7050359710.294964028755203
241325560325559.7050359710.294964028755203
2423317673264955272
243325560325559.7050359710.294964028755203
244324523321470.1052631583052.89473684208
245339995263925.81818181876069.1818181818
246325560325559.7050359710.294964028755203
247325560325559.7050359710.294964028755203
248319582326495-6913
249325560325559.7050359710.294964028755203
250325560325559.7050359710.294964028755203
251307245321470.105263158-14225.1052631579
252325560325559.7050359710.294964028755203
253317967324038-6071
254331488331959.363636364-471.363636363647
255335452385829.190476190-50377.1904761905
256325560325559.7050359710.294964028755203
257334184321470.10526315812713.8947368421
258313213331959.363636364-18746.3636363636
259325560325559.7050359710.294964028755203
260325560325559.7050359710.294964028755203
261325560325559.7050359710.294964028755203
262325560325559.7050359710.294964028755203
263348678331959.36363636416718.6363636364
264328727331959.363636364-3232.36363636365
265325560325559.7050359710.294964028755203
266325560325559.7050359710.294964028755203
267325560325559.7050359710.294964028755203
268387978331959.36363636456018.6363636364
269325560325559.7050359710.294964028755203
27033670432403812666
271325560325559.7050359710.294964028755203
272325560325559.7050359710.294964028755203
273325560325559.7050359710.294964028755203
274322076324683-2607
275325560325559.7050359710.294964028755203
276334272331959.3636363642312.63636363635
277338197331959.3636363646237.63636363635
278325560325559.7050359710.294964028755203
279321024331959.363636364-10935.3636363636
280322145331959.363636364-9814.36363636365
281325560325559.7050359710.294964028755203
282325560325559.7050359710.294964028755203
283323351331959.363636364-8608.36363636365
284325560325559.7050359710.294964028755203
285327748331959.363636364-4211.36363636365
286325560325559.7050359710.294964028755203
287325560325559.7050359710.294964028755203
2883281573264951662
289325560325559.7050359710.294964028755203
290311594331959.363636364-20365.3636363636
291325560325559.7050359710.294964028755203
292335962331959.3636363644002.63636363635
293372426385829.190476190-13403.1904761905
294325560325559.7050359710.294964028755203
295319844321470.105263158-1626.10526315792
296355822331959.36363636423862.6363636364
297325560325559.7050359710.294964028755203
298325560325559.7050359710.294964028755203
299325560325559.7050359710.294964028755203
300325560325559.7050359710.294964028755203
301324047324683-636
302311464321470.105263158-10006.1052631579
303325560325559.7050359710.294964028755203
304325560325559.7050359710.294964028755203
305353417331959.36363636421457.6363636364
306325590325559.70503597130.2949640287552
307325560325559.7050359710.294964028755203
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43041834138182836513
431-297706381828-679534


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 8 ; par2 = none ; par3 = 3 ; par4 = no ;
Parameters (R input):
par1 = 8 ; par2 = none ; par3 = 3 ; par4 = no ;
R code (references can be found in the software module):
library(party)
library(Hmisc)
par1 <- as.numeric(par1)
par3 <- as.numeric(par3)
x <- data.frame(t(y))
is.data.frame(x)
x <- x[!is.na(x[,par1]),]
k <- length(x[1,])
n <- length(x[,1])
colnames(x)[par1]
x[,par1]
if (par2 == 'kmeans') {
cl <- kmeans(x[,par1], par3)
print(cl)
clm <- matrix(cbind(cl$centers,1:par3),ncol=2)
clm <- clm[sort.list(clm[,1]),]
for (i in 1:par3) {
cl$cluster[cl$cluster==clm[i,2]] <- paste('C',i,sep='')
}
cl$cluster <- as.factor(cl$cluster)
print(cl$cluster)
x[,par1] <- cl$cluster
}
if (par2 == 'quantiles') {
x[,par1] <- cut2(x[,par1],g=par3)
}
if (par2 == 'hclust') {
hc <- hclust(dist(x[,par1])^2, 'cen')
print(hc)
memb <- cutree(hc, k = par3)
dum <- c(mean(x[memb==1,par1]))
for (i in 2:par3) {
dum <- c(dum, mean(x[memb==i,par1]))
}
hcm <- matrix(cbind(dum,1:par3),ncol=2)
hcm <- hcm[sort.list(hcm[,1]),]
for (i in 1:par3) {
memb[memb==hcm[i,2]] <- paste('C',i,sep='')
}
memb <- as.factor(memb)
print(memb)
x[,par1] <- memb
}
if (par2=='equal') {
ed <- cut(as.numeric(x[,par1]),par3,labels=paste('C',1:par3,sep=''))
x[,par1] <- as.factor(ed)
}
table(x[,par1])
colnames(x)
colnames(x)[par1]
x[,par1]
if (par2 == 'none') {
m <- ctree(as.formula(paste(colnames(x)[par1],' ~ .',sep='')),data = x)
}
load(file='createtable')
if (par2 != 'none') {
m <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data = x)
if (par4=='yes') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'10-Fold Cross Validation',3+2*par3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
a<-table.element(a,'Prediction (training)',par3+1,TRUE)
a<-table.element(a,'Prediction (testing)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Actual',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
a<-table.row.end(a)
for (i in 1:10) {
ind <- sample(2, nrow(x), replace=T, prob=c(0.9,0.1))
m.ct <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data =x[ind==1,])
if (i==1) {
m.ct.i.pred <- predict(m.ct, newdata=x[ind==1,])
m.ct.i.actu <- x[ind==1,par1]
m.ct.x.pred <- predict(m.ct, newdata=x[ind==2,])
m.ct.x.actu <- x[ind==2,par1]
} else {
m.ct.i.pred <- c(m.ct.i.pred,predict(m.ct, newdata=x[ind==1,]))
m.ct.i.actu <- c(m.ct.i.actu,x[ind==1,par1])
m.ct.x.pred <- c(m.ct.x.pred,predict(m.ct, newdata=x[ind==2,]))
m.ct.x.actu <- c(m.ct.x.actu,x[ind==2,par1])
}
}
print(m.ct.i.tab <- table(m.ct.i.actu,m.ct.i.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.i.tab[i,i] / sum(m.ct.i.tab[i,]))
numer <- numer + m.ct.i.tab[i,i]
}
print(m.ct.i.cp <- numer / sum(m.ct.i.tab))
print(m.ct.x.tab <- table(m.ct.x.actu,m.ct.x.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.x.tab[i,i] / sum(m.ct.x.tab[i,]))
numer <- numer + m.ct.x.tab[i,i]
}
print(m.ct.x.cp <- numer / sum(m.ct.x.tab))
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (jjj in 1:par3) a<-table.element(a,m.ct.i.tab[i,jjj])
a<-table.element(a,round(m.ct.i.tab[i,i]/sum(m.ct.i.tab[i,]),4))
for (jjj in 1:par3) a<-table.element(a,m.ct.x.tab[i,jjj])
a<-table.element(a,round(m.ct.x.tab[i,i]/sum(m.ct.x.tab[i,]),4))
a<-table.row.end(a)
}
a<-table.row.start(a)
a<-table.element(a,'Overall',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.i.cp,4))
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.x.cp,4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
}
}
m
bitmap(file='test1.png')
plot(m)
dev.off()
bitmap(file='test1a.png')
plot(x[,par1] ~ as.factor(where(m)),main='Response by Terminal Node',xlab='Terminal Node',ylab='Response')
dev.off()
if (par2 == 'none') {
forec <- predict(m)
result <- as.data.frame(cbind(x[,par1],forec,x[,par1]-forec))
colnames(result) <- c('Actuals','Forecasts','Residuals')
print(result)
}
if (par2 != 'none') {
print(cbind(as.factor(x[,par1]),predict(m)))
myt <- table(as.factor(x[,par1]),predict(m))
print(myt)
}
bitmap(file='test2.png')
if(par2=='none') {
op <- par(mfrow=c(2,2))
plot(density(result$Actuals),main='Kernel Density Plot of Actuals')
plot(density(result$Residuals),main='Kernel Density Plot of Residuals')
plot(result$Forecasts,result$Actuals,main='Actuals versus Predictions',xlab='Predictions',ylab='Actuals')
plot(density(result$Forecasts),main='Kernel Density Plot of Predictions')
par(op)
}
if(par2!='none') {
plot(myt,main='Confusion Matrix',xlab='Actual',ylab='Predicted')
}
dev.off()
if (par2 == 'none') {
detcoef <- cor(result$Forecasts,result$Actuals)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goodness of Fit',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Correlation',1,TRUE)
a<-table.element(a,round(detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'R-squared',1,TRUE)
a<-table.element(a,round(detcoef*detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'RMSE',1,TRUE)
a<-table.element(a,round(sqrt(mean((result$Residuals)^2)),4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Actuals, Predictions, and Residuals',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'#',header=TRUE)
a<-table.element(a,'Actuals',header=TRUE)
a<-table.element(a,'Forecasts',header=TRUE)
a<-table.element(a,'Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(result$Actuals)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,result$Actuals[i])
a<-table.element(a,result$Forecasts[i])
a<-table.element(a,result$Residuals[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
}
if (par2 != 'none') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Confusion Matrix (predicted in columns / actuals in rows)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
for (i in 1:par3) {
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
}
a<-table.row.end(a)
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (j in 1:par3) {
a<-table.element(a,myt[i,j])
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}