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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 computationTue, 21 Dec 2010 19:27:58 +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/21/t1292959594sw9rypifomfmtov.htm/, Retrieved Sun, 19 May 2024 18:04:50 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=113873, Retrieved Sun, 19 May 2024 18:04:50 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact118

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)] [] [2010-12-21 19:27:58] [8eb7c21ac2cd23d1a3046c9313164b8d] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
162556	807	213118	6282154	131182692	34643609608	171986226
29790	444	81767	4321023	13226760	2435838930	36304548
87550	412	153198	4111912	36070600	13412484900	63117576
84738	428	-26007	223193	36267864	-2203781166	-11130996
54660	315	126942	1491348	17217900	6938649720	39986730
42634	168	157214	1629616	7162512	6702661676	26411952
40949	263	129352	1398893	10769587	5296835048	34019576
45187	267	234817	1926517	12064929	10610675779	62696139
37704	228	60448	983660	8596512	2279131392	13782144
16275	129	47818	1443586	2099475	778237950	6168522
25830	104	245546	1073089	2686320	6342453180	25536784
12679	122	48020	984885	1546838	608845580	5858440
18014	393	-1710	1405225	7079502	-30803940	-672030
43556	190	32648	227132	8275640	1422016288	6203120
24811	280	95350	929118	6947080	2365728850	26698000
6575	63	151352	1071292	414225	995139400	9535176
7123	102	288170	638830	726546	2052634910	29393340
21950	265	114337	856956	5816750	2509697150	30299305
37597	234	37884	992426	8797698	1424324748	8864856
17821	277	122844	444477	4936417	2189202924	34027788
12988	73	82340	857217	948124	1069431920	6010820
22330	67	79801	711969	1496110	1781956330	5346667
13326	103	165548	702380	1372578	2206092648	17051444
16189	290	116384	358589	4694810	1884140576	33751360
7146	83	134028	297978	593118	957764088	11124324
15824	56	63838	585715	886144	1010172512	3574928
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11920	73	31080	209458	870160	370473600	2268840
8568	34	32168	786690	291312	275615424	1093712
14416	139	49857	439798	2003824	718738512	6930123
3369	26	87161	688779	87594	293645409	2266186
11819	70	106113	574339	827330	1254149547	7427910
6984	40	80570	741409	279360	562700880	3222800
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13718	56	96448	345783	768208	1323073664	5401088
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6869	88	117520	379983	604472	807244880	10341760
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7489	149	136996	430866	1115861	1025963044	20412404
4901	58	121920	469107	284258	597529920	7071360
2284	41	76403	194493	93644	174504452	3132523
3160	90	108094	530670	284400	341577040	9728460
4150	136	134759	518365	564400	559249850	18327224
7285	97	188873	491303	706645	1375939805	18320681
1134	63	146216	527021	71442	165808944	9211608
4658	114	156608	233773	531012	729480064	17853312
2384	77	61348	405972	183568	146253632	4723796
3748	6	50350	652925	22488	188711800	302100
5371	47	87720	446211	252437	471144120	4122840
1285	51	99489	341340	65535	127843365	5073939
9327	85	87419	387699	792795	815357013	7430615
5565	43	94355	493408	239295	525085575	4057265
1528	32	60326	146494	48896	92178128	1930432
3122	25	94670	414462	78050	295559740	2366750
7561	77	82425	364304	582197	623215425	6346725
2675	54	59017	355178	144450	157870475	3186918
13253	251	90829	357760	3326503	1203756737	22798079
880	15	80791	261216	13200	71096080	1211865
2053	44	100423	397144	90332	206168419	4418612
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4036	85	100269	424898	343060	404685684	8522865
3045	49	27330	202055	149205	83219850	1339170
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1431	35	106885	310768	50085	152952435	3740975
554	9	79285	325738	4986	43923890	713565
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1012	29	114768	368078	29348	116145216	3328272
810	11	74015	236761	8910	59952150	814165
1280	52	69465	312378	66560	88915200	3612180
666	13	117869	339836	8658	78500754	1532297
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4677	66	90131	426280	308682	421542687	5948646
876	33	138971	352850	28908	121738596	4586043
814	15	39625	301881	12210	32254750	594375
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1503	35	56364	343466	52605	84715092	1972740
402	8	84990	332743	3216	34165980	679920
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5	1	60720	314887	5	303600	60720
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36	4	60894	315834	144	2192184	243576
460	15	63346	329784	6900	29139160	950190
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9	7	60835	314987	63	547515	425845
271	2	60720	325249	542	16455120	121440
14	0	61016	315877	0	854224	0
520	7	58650	291650	3640	30498000	410550
1766	46	60438	305959	81236	106733508	2780148
0	5	60720	315380	0	0	303600
458	7	58625	297765	3206	26850250	410375
20	2	60938	315245	40	1218760	121876
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405	5	60845	336425	2025	24642225	304225
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483	7	60830	306268	3381	29380890	425810
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47	1	60720	314882	47	2853840	60720
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378	16	71873	297413	6048	27167994	1149968
23	5	62555	314806	115	1438765	312775
638	11	60370	333210	7018	38516060	664070
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10	5	61656	316155	50	616560	308280
63	2	65688	318574	126	4138344	131376
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265	3	60720	306948	795	16090800	182160
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267	11	57640	330059	2937	15389880	634040
474	10	61977	288985	4740	29377098	619770
534	5	62620	304485	2670	33439080	313100
0	2	60720	315380	0	0	121440
15	6	60831	315688	90	912465	364986
397	7	60646	317736	2779	24076462	424522
0	2	60720	315380	0	0	121440
1866	28	56225	322331	52248	104915850	1574300
288	3	60510	296656	864	17426880	181530
0	0	60720	315380	0	0	0
3	1	60698	315354	3	182094	60698
468	20	60720	312161	9360	28416960	1214400
20	1	60805	315576	20	1216100	60805
278	22	61404	314922	6116	17070312	1350888
61	9	60720	314551	549	3703920	546480
0	0	60720	315380	0	0	0
192	2	65276	312339	384	12532992	130552
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317	7	63915	298700	2219	20261055	447405
738	9	60720	321376	6642	44811360	546480
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368	13	61686	303230	4784	22700448	801918
0	0	60720	315380	0	0	0
2	0	60743	315487	0	121486	0
0	0	60720	315380	0	0	0
53	6	60349	315793	318	3198497	362094
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24	7	59818	315637	168	1435632	418726
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335	23	64175	320398	7705	21498625	1476025
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176	8	68136	310670	1408	11991936	545088
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30	3	62045	318098	90	1861350	186135
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165	12	62841	325176	1980	10368765	754092
453	19	81125	365959	8607	36749625	1541375
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53	10	59506	302409	530	3153818	595060
382	9	59365	340968	3438	22677430	534285
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290	1	58790	301164	290	17049100	58790
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209	19	64016	316647	3971	13379344	1216304
384	17	54683	309836	6528	20998272	929611
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49	14	64107	322031	686	3141243	897498
3	8	60761	315656	24	182283	486088
133	4	65990	339445	532	8776670	263960
32	0	59988	314964	0	1919616	0
368	20	61167	297141	7360	22509456	1223340
1	5	60719	315372	5	60719	303595
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314	4	60720	315371	1256	19066080	242880
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119	3	59118	303677	357	7035042	177354
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1595	10	60720	319369	15950	96848400	607200
312	3	58598	318690	936	18282576	175794
60	7	61124	314049	420	3667440	427868
587	10	59595	325699	5870	34982265	595950
135	1	62065	314210	135	8378775	62065
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
514	15	78780	322378	7710	40492920	1181700
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
1	4	60722	315398	4	60722	242888
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
1763	28	61600	308336	49364	108600800	1724800
180	9	59635	316386	1620	10734300	536715
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
218	7	60720	315553	1526	13236960	425040
0	0	60720	315380	0	0	0
448	7	59781	323361	3136	26781888	418467
227	7	76644	336639	1589	17398188	536508
174	3	64820	307424	522	11278680	194460
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
121	11	56178	295370	1331	6797538	617958
607	7	60436	322340	4249	36684652	423052
2212	10	60720	319864	22120	134312640	607200
0	0	60720	315380	0	0	0
0	0	60720	315380	0	0	0
530	18	73433	317291	9540	38919490	1321794
571	14	41477	280398	7994	23683367	580678
0	0	60720	315380	0	0	0
78	12	62700	317330	936	4890600	752400
2489	29	67804	238125	72181	168764156	1966316
131	3	59661	327071	393	7815591	178983
923	6	58620	309038	5538	54106260	351720
72	3	60398	314210	216	4348656	181194
572	8	58580	307930	4576	33507760	468640
397	10	62710	322327	3970	24895870	627100
450	6	59325	292136	2700	26696250	355950
622	8	60950	263276	4976	37910900	487600
694	6	68060	367655	4164	47233640	408360
3425	9	83620	283910	30825	286398500	752580
562	8	58456	283587	4496	32852272	467648
4917	26	52811	243650	127842	259671687	1373086
1442	239	121173	438493	344638	174731466	28960347
529	7	63870	296261	3703	33787230	447090
2126	41	21001	230621	87166	44648126	861041
1061	3	70415	304252	3183	74710315	211245
776	8	64230	333505	6208	49842480	513840
611	6	59190	296919	3666	36165090	355140
1526	21	69351	278990	32046	105829626	1456371
592	7	64270	276898	4144	38047840	449890
1182	11	70694	327007	13002	83560308	777634
621	11	68005	317046	6831	42231105	748055
989	12	58930	304555	11868	58281770	707160
438	9	58320	298096	3942	25544160	524880
726	3	69980	231861	2178	50805480	209940
1303	57	69863	309422	74271	91031489	3982191
7419	21	63255	286963	155799	469288845	1328355
1164	15	57320	269753	17460	66720480	859800
3310	32	75230	448243	105920	249011300	2407360
1920	11	79420	165404	21120	152486400	873620
965	2	73490	204325	1930	70917850	146980
3256	23	35250	407159	74888	114774000	810750
1135	20	62285	290476	22700	70693475	1245700
1270	24	69206	275311	30480	87891620	1660944
661	1	65920	246541	661	43573120	65920
1013	1	69770	253468	1013	70677010	69770
2844	74	72683	240897	210456	206710452	5378542
11528	68	-14545	-83265	783904	-167674760	-989060
6526	20	55830	-42143	130520	364346580	1116600
2264	20	55174	272713	45280	124913936	1103480
5109	82	67038	215362	418938	342497142	5497116
3999	21	51252	42754	83979	204956748	1076292
35624	244	157278	306275	8692256	5602871472	38375832
9252	32	79510	253537	296064	735626520	2544320
15236	86	77440	372631	1310296	1179875840	6659840
18073	69	27284	-7170	1247037	493103732	1882596

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time10 seconds
R Server'RServer@AstonUniversity' @ vre.aston.ac.uk

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 10 seconds \tabularnewline
R Server & 'RServer@AstonUniversity' @ vre.aston.ac.uk \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113873&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]10 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'RServer@AstonUniversity' @ vre.aston.ac.uk[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113873&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113873&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 time10 seconds
R Server'RServer@AstonUniversity' @ vre.aston.ac.uk






Goodness of Fit
Correlation0.7221
R-squared0.5215
RMSE297467.042

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.7221 \tabularnewline
R-squared & 0.5215 \tabularnewline
RMSE & 297467.042 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113873&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.7221[/C][/ROW]
[ROW][C]R-squared[/C][C]0.5215[/C][/ROW]
[ROW][C]RMSE[/C][C]297467.042[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113873&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113873&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
Correlation0.7221
R-squared0.5215
RMSE297467.042






Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
162821542339778.33942375.7
243210232339778.31981244.7
341119122339778.31772133.7
4223193491791.181818182-268598.181818182
514913482339778.3-848430.3
616296162339778.3-710162.3
713988932339778.3-940885.3
819265172339778.3-413261.3
9983660553455.80952381430204.190476191
101443586553455.80952381890130.19047619
1110730892339778.3-1266689.3
12984885553455.80952381431429.190476191
131405225491791.181818182913433.818181818
14227132553455.80952381-326323.809523809
15929118553455.80952381375662.190476191
161071292553455.80952381517836.190476191
17638830553455.8095238185374.1904761905
188569562339778.3-1482822.3
19992426553455.80952381438970.190476191
20444477553455.80952381-108978.809523809
21857217553455.80952381303761.190476191
22711969553455.80952381158513.190476191
23702380553455.80952381148924.190476191
24358589553455.80952381-194866.809523809
25297978553455.80952381-255477.809523809
26585715553455.8095238132259.1904761905
27657954553455.80952381104498.190476191
28209458267847.518518519-58389.5185185185
29786690267847.518518519518842.481481481
30439798553455.80952381-113657.809523809
31688779398818.8289960.2
32574339553455.8095238120883.1904761905
33741409553455.80952381187953.190476191
34597793398818.8198974.2
35644190553455.8095238190734.1904761905
36377934553455.80952381-175521.809523809
37640273553455.8095238186817.1904761905
38697458553455.80952381144002.190476191
39550608491791.18181818258816.8181818182
40207393491791.181818182-284398.181818182
41301607553455.80952381-251848.809523809
42345783553455.80952381-207672.809523809
43501749491791.1818181829957.81818181818
44379983553455.80952381-173472.809523809
45387475267847.518518519119627.481481481
46377305398818.8-21513.8
47370837553455.80952381-182618.809523809
48430866553455.80952381-122589.809523809
49469107553455.80952381-84348.8095238095
50194493267847.518518519-73354.5185185185
51530670491791.18181818238878.8181818182
52518365553455.80952381-35090.8095238095
53491303553455.80952381-62152.8095238095
54527021398818.8128202.2
55233773553455.80952381-319682.809523809
56405972267847.518518519138124.481481481
57652925378225.375274699.625
58446211398818.847392.2
59341340398818.8-57478.8
60387699553455.80952381-165756.809523809
61493408553455.80952381-60047.8095238095
62146494305290.6875-158796.6875
63414462398818.815643.2
64364304553455.80952381-189151.809523809
65355178267847.51851851987330.4814814815
66357760553455.80952381-195695.809523809
67261216305290.6875-44074.6875
68397144398818.8-1674.79999999999
69374943398818.8-23875.8
70424898491791.181818182-66893.1818181818
71202055267847.518518519-65792.5185185185
72378525267847.518518519110677.481481481
73310768398818.8-88050.8
74325738305290.687520447.3125
75394510398818.8-4308.79999999999
76247060305290.6875-58230.6875
77368078398818.8-30740.8
78236761305290.6875-68529.6875
79312378305290.68757087.3125
80339836398818.8-58982.8
81347385305290.687542094.3125
82426280398818.827461.2
83352850398818.8-45968.8
84301881378225.375-76344.375
85377516398818.8-21302.8
86357312267847.51851851989464.4814814815
87458343491791.181818182-33448.1818181818
88354228398818.8-44590.8
89308636398818.8-90182.8
90386212398818.8-12606.8
91393343398818.8-5475.79999999999
92378509267847.518518519110661.481481481
93452469267847.518518519184621.481481481
94364839553455.80952381-188616.809523809
95358649378225.375-19576.375
96376641267847.518518519108793.481481481
97429112398818.830293.2
98330546305290.687525255.3125
99403560398818.84741.20000000001
100317892305290.687512601.3125
101307528305290.68752237.3125
102235133398818.8-163685.8
103299243398818.8-99575.8
104314073398818.8-84745.8
105368186305290.687562895.3125
106269661305290.6875-35629.6875
107125390267847.518518519-142457.518518519
108510834398818.8112015.2
109321896553455.80952381-231559.809523809
110249898305290.6875-55392.6875
111408881305290.6875103590.3125
112158492267847.518518519-109355.518518519
113292154267847.51851851924306.4814814815
114289513260725.37528787.625
115378049305290.687572758.3125
116343466305290.687538175.3125
117332743305290.687527452.3125
118442882398818.844063.2
119214215260725.375-46510.375
120315688305290.687510397.3125
121375195553455.80952381-178260.809523809
122334280305290.687528989.3125
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124480382398818.881563.2
125353058260725.37592332.625
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127315380314858.418269231521.581730769249
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131314353314858.418269231-505.418269230751
132369448305290.687564157.3125
133315380314858.418269231521.581730769249
134312846314858.418269231-2012.41826923075
135312075305290.68756784.3125
136315009314858.418269231150.581730769249
137318903314858.4182692314044.58173076925
138314887314858.41826923128.5817307692487
139314913305290.68759622.3125
140315380314858.418269231521.581730769249
141325506314858.41826923110647.5817307692
142315380314858.418269231521.581730769249
143298568305290.6875-6722.6875
144315834314858.418269231975.581730769249
145329784305290.687524493.3125
146312878314858.418269231-1980.41826923075
147315380314858.418269231521.581730769249
148314987314858.418269231128.581730769249
149325249314858.41826923110390.5817307692
150315877314858.4182692311018.58173076925
151291650305290.6875-13640.6875
152305959305290.6875668.3125
153315380314858.418269231521.581730769249
154297765305290.6875-7525.6875
155315245314858.418269231386.581730769249
156315380314858.418269231521.581730769249
157315380314858.418269231521.581730769249
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159336425314858.41826923121566.5817307692
160315380314858.418269231521.581730769249
161315380314858.418269231521.581730769249
162315380314858.418269231521.581730769249
163315380314858.418269231521.581730769249
164306268305290.6875977.3125
165302187305290.6875-3103.6875
166314882314858.41826923123.5817307692487
167315380314858.418269231521.581730769249
168382712378225.3754486.625
169341570267847.51851851973722.4814814815
170315380314858.418269231521.581730769249
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172312412314858.418269231-2446.41826923075
173315380314858.418269231521.581730769249
174309596314858.418269231-5262.41826923075
175315380314858.418269231521.581730769249
176315547314858.418269231688.581730769249
177313267491791.181818182-178524.181818182
178316176314858.4182692311317.58173076925
179315380314858.418269231521.581730769249
180315380314858.418269231521.581730769249
181359335305290.687554044.3125
182330068305290.687524777.3125
183314289305290.68758998.3125
184297413305290.6875-7877.6875
185314806314858.418269231-52.4182692307513
186333210305290.687527919.3125
187352108305290.687546817.3125
188313332314858.418269231-1526.41826923075
189291787314858.418269231-23071.4182692308
190315380314858.418269231521.581730769249
191318745314858.4182692313886.58173076925
192315380314858.418269231521.581730769249
193315366314858.418269231507.581730769249
194315380314858.418269231521.581730769249
195315688314858.418269231829.581730769249
196315380314858.418269231521.581730769249
197409642553455.80952381-143813.809523809
198315380314858.418269231521.581730769249
199315380314858.418269231521.581730769249
200269587305290.6875-35703.6875
201315380314858.418269231521.581730769249
202315380314858.418269231521.581730769249
203315380314858.418269231521.581730769249
204300962314858.418269231-13896.4182692308
205325479398818.8-73339.8
206316155314858.4182692311296.58173076925
207318574314858.4182692313715.58173076925
208315380314858.418269231521.581730769249
209343613378225.375-34612.375
210306948314858.418269231-7910.41826923075
211315380314858.418269231521.581730769249
212315380314858.418269231521.581730769249
213330059314858.41826923115200.5817307692
214288985305290.6875-16305.6875
215304485305290.6875-805.6875
216315380314858.418269231521.581730769249
217315688314858.418269231829.581730769249
218317736314858.4182692312877.58173076925
219315380314858.418269231521.581730769249
220322331305290.687517040.3125
221296656314858.418269231-18202.4182692308
222315380314858.418269231521.581730769249
223315354314858.418269231495.581730769249
224312161305290.68756870.3125
225315576314858.418269231717.581730769249
226314922314858.41826923163.5817307692487
227314551314858.418269231-307.418269230751
228315380314858.418269231521.581730769249
229312339314858.418269231-2519.41826923075
230315380314858.418269231521.581730769249
231298700314858.418269231-16158.4182692308
232321376305290.687516085.3125
233315380314858.418269231521.581730769249
234303230314858.418269231-11628.4182692308
235315380314858.418269231521.581730769249
236315487314858.418269231628.581730769249
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238315793314858.418269231934.581730769249
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240315380314858.418269231521.581730769249
241315380314858.418269231521.581730769249
242312887314858.418269231-1971.41826923075
243315380314858.418269231521.581730769249
244315637314858.418269231778.581730769249
245324385260725.37563659.625
246315380314858.418269231521.581730769249
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248308989314858.418269231-5869.41826923075
249315380314858.418269231521.581730769249
250315380314858.418269231521.581730769249
251296702314858.418269231-18156.4182692308
252315380314858.418269231521.581730769249
253307322314858.418269231-7536.41826923075
254304376305290.6875-914.6875
255253588267847.518518519-14259.5185185185
256315380314858.418269231521.581730769249
257309560314858.418269231-5298.41826923075
258298466378225.375-79759.375
259315380314858.418269231521.581730769249
260315380314858.418269231521.581730769249
261315380314858.418269231521.581730769249
262315380314858.418269231521.581730769249
263343929339229.4285714294699.57142857142
264331955314858.41826923117096.5817307692
265315380314858.418269231521.581730769249
266315380314858.418269231521.581730769249
267315380314858.418269231521.581730769249
268381180339229.42857142941950.5714285714
269315380314858.418269231521.581730769249
270331420339229.428571429-7809.42857142858
271315380314858.418269231521.581730769249
272315380314858.418269231521.581730769249
273315380314858.418269231521.581730769249
274310201314858.418269231-4657.41826923075
275315380314858.418269231521.581730769249
276320016314858.4182692315157.58173076925
277320398314858.4182692315539.58173076925
278315380314858.418269231521.581730769249
279291841305290.6875-13449.6875
280310670339229.428571429-28559.4285714286
281315380314858.418269231521.581730769249
282315380314858.418269231521.581730769249
283313491314858.418269231-1367.41826923075
284315380314858.418269231521.581730769249
285331323339229.428571429-7906.42857142858
286315380314858.418269231521.581730769249
287319210305290.687513919.3125
288318098314858.4182692313239.58173076925
289315380314858.418269231521.581730769249
290292754314858.418269231-22104.4182692308
291315380314858.418269231521.581730769249
292325176314858.41826923110317.5817307692
293365959305290.687560668.3125
294315380314858.418269231521.581730769249
295302409314858.418269231-12449.4182692308
296340968314858.41826923126109.5817307692
297315380314858.418269231521.581730769249
298315380314858.418269231521.581730769249
299315380314858.418269231521.581730769249
300315380314858.418269231521.581730769249
301313164314858.418269231-1694.41826923075
302301164314858.418269231-13694.4182692308
303315380314858.418269231521.581730769249
304315380314858.418269231521.581730769249
305344425314858.41826923129566.5817307692
306315394314858.418269231535.581730769249
307315380314858.418269231521.581730769249
308316647314858.4182692311788.58173076925
309309836314858.418269231-5022.41826923075
310315380314858.418269231521.581730769249
311315380314858.418269231521.581730769249
312346611398818.8-52207.8
313315380314858.418269231521.581730769249
314322031314858.4182692317172.58173076925
315315656314858.418269231797.581730769249
316339445339229.428571429215.57142857142
317314964314858.418269231105.581730769249
318297141314858.418269231-17717.4182692308
319315372314858.418269231513.581730769249
320315380314858.418269231521.581730769249
321315380314858.418269231521.581730769249
322315380314858.418269231521.581730769249
323315380314858.418269231521.581730769249
324315380314858.418269231521.581730769249
325315380314858.418269231521.581730769249
326312502314858.418269231-2356.41826923075
327315380314858.418269231521.581730769249
328315380314858.418269231521.581730769249
329315380314858.418269231521.581730769249
330315380314858.418269231521.581730769249
331315380314858.418269231521.581730769249
332315380314858.418269231521.581730769249
333315380314858.418269231521.581730769249
334313729314858.418269231-1129.41826923075
335315388314858.418269231529.581730769249
336315371314858.418269231512.581730769249
337296139305290.6875-9151.6875
338315380314858.418269231521.581730769249
339313880314858.418269231-978.418269230751
340317698314858.4182692312839.58173076925
341295580314858.418269231-19278.4182692308
342315380314858.418269231521.581730769249
343315380314858.418269231521.581730769249
344315380314858.418269231521.581730769249
345308256305290.68752965.3125
346315380314858.418269231521.581730769249
347303677314858.418269231-11181.4182692308
348315380314858.418269231521.581730769249
349315380314858.418269231521.581730769249
350319369305290.687514078.3125
351318690314858.4182692313831.58173076925
352314049314858.418269231-809.418269230751
353325699305290.687520408.3125
354314210314858.418269231-648.418269230751
355315380314858.418269231521.581730769249
356315380314858.418269231521.581730769249
357322378305290.687517087.3125
358315380314858.418269231521.581730769249
359315380314858.418269231521.581730769249
360315380314858.418269231521.581730769249
361315398314858.418269231539.581730769249
362315380314858.418269231521.581730769249
363315380314858.418269231521.581730769249
364308336305290.68753045.3125
365316386314858.4182692311527.58173076925
366315380314858.418269231521.581730769249
367315380314858.418269231521.581730769249
368315380314858.418269231521.581730769249
369315380314858.418269231521.581730769249
370315553314858.418269231694.581730769249
371315380314858.418269231521.581730769249
372323361305290.687518070.3125
373336639339229.428571429-2590.42857142858
374307424314858.418269231-7434.41826923075
375315380314858.418269231521.581730769249
376315380314858.418269231521.581730769249
377295370314858.418269231-19488.4182692308
378322340305290.687517049.3125
379319864305290.687514573.3125
380315380314858.418269231521.581730769249
381315380314858.418269231521.581730769249
382317291305290.687512000.3125
383280398378225.375-97827.375
384315380314858.418269231521.581730769249
385317330314858.4182692312471.58173076925
386238125260725.375-22600.375
387327071314858.41826923112212.5817307692
388309038305290.68753747.3125
389314210314858.418269231-648.418269230751
390307930305290.68752639.3125
391322327314858.4182692317468.58173076925
392292136305290.6875-13154.6875
393263276305290.6875-42014.6875
394367655305290.687562364.3125
395283910260725.37523184.625
396283587305290.6875-21703.6875
397243650267847.518518519-24197.5185185185
398438493491791.181818182-53298.1818181818
399296261305290.6875-9029.6875
400230621267847.518518519-37226.5185185185
401304252305290.6875-1038.6875
402333505305290.687528214.3125
403296919305290.6875-8371.6875
404278990305290.6875-26300.6875
405276898305290.6875-28392.6875
406327007305290.687521716.3125
407317046305290.687511755.3125
408304555305290.6875-735.6875
409298096305290.6875-7194.6875
410231861305290.6875-73429.6875
411309422305290.68754131.3125
412286963267847.51851851919115.4814814815
413269753305290.6875-35537.6875
414448243267847.518518519180395.481481481
415165404260725.375-95321.375
416204325305290.6875-100965.6875
417407159378225.37528933.625
418290476305290.6875-14814.6875
419275311305290.6875-29979.6875
420246541305290.6875-58749.6875
421253468305290.6875-51822.6875
422240897267847.518518519-26950.5185185185
423-83265267847.518518519-351112.518518519
424-42143267847.518518519-309990.518518519
425272713305290.6875-32577.6875
426215362267847.518518519-52485.5185185185
42742754267847.518518519-225093.518518519
4283062752339778.3-2033503.3
429253537553455.80952381-299918.809523809
430372631553455.80952381-180824.809523809
431-7170267847.518518519-275017.518518519

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 6282154 & 2339778.3 & 3942375.7 \tabularnewline
2 & 4321023 & 2339778.3 & 1981244.7 \tabularnewline
3 & 4111912 & 2339778.3 & 1772133.7 \tabularnewline
4 & 223193 & 491791.181818182 & -268598.181818182 \tabularnewline
5 & 1491348 & 2339778.3 & -848430.3 \tabularnewline
6 & 1629616 & 2339778.3 & -710162.3 \tabularnewline
7 & 1398893 & 2339778.3 & -940885.3 \tabularnewline
8 & 1926517 & 2339778.3 & -413261.3 \tabularnewline
9 & 983660 & 553455.80952381 & 430204.190476191 \tabularnewline
10 & 1443586 & 553455.80952381 & 890130.19047619 \tabularnewline
11 & 1073089 & 2339778.3 & -1266689.3 \tabularnewline
12 & 984885 & 553455.80952381 & 431429.190476191 \tabularnewline
13 & 1405225 & 491791.181818182 & 913433.818181818 \tabularnewline
14 & 227132 & 553455.80952381 & -326323.809523809 \tabularnewline
15 & 929118 & 553455.80952381 & 375662.190476191 \tabularnewline
16 & 1071292 & 553455.80952381 & 517836.190476191 \tabularnewline
17 & 638830 & 553455.80952381 & 85374.1904761905 \tabularnewline
18 & 856956 & 2339778.3 & -1482822.3 \tabularnewline
19 & 992426 & 553455.80952381 & 438970.190476191 \tabularnewline
20 & 444477 & 553455.80952381 & -108978.809523809 \tabularnewline
21 & 857217 & 553455.80952381 & 303761.190476191 \tabularnewline
22 & 711969 & 553455.80952381 & 158513.190476191 \tabularnewline
23 & 702380 & 553455.80952381 & 148924.190476191 \tabularnewline
24 & 358589 & 553455.80952381 & -194866.809523809 \tabularnewline
25 & 297978 & 553455.80952381 & -255477.809523809 \tabularnewline
26 & 585715 & 553455.80952381 & 32259.1904761905 \tabularnewline
27 & 657954 & 553455.80952381 & 104498.190476191 \tabularnewline
28 & 209458 & 267847.518518519 & -58389.5185185185 \tabularnewline
29 & 786690 & 267847.518518519 & 518842.481481481 \tabularnewline
30 & 439798 & 553455.80952381 & -113657.809523809 \tabularnewline
31 & 688779 & 398818.8 & 289960.2 \tabularnewline
32 & 574339 & 553455.80952381 & 20883.1904761905 \tabularnewline
33 & 741409 & 553455.80952381 & 187953.190476191 \tabularnewline
34 & 597793 & 398818.8 & 198974.2 \tabularnewline
35 & 644190 & 553455.80952381 & 90734.1904761905 \tabularnewline
36 & 377934 & 553455.80952381 & -175521.809523809 \tabularnewline
37 & 640273 & 553455.80952381 & 86817.1904761905 \tabularnewline
38 & 697458 & 553455.80952381 & 144002.190476191 \tabularnewline
39 & 550608 & 491791.181818182 & 58816.8181818182 \tabularnewline
40 & 207393 & 491791.181818182 & -284398.181818182 \tabularnewline
41 & 301607 & 553455.80952381 & -251848.809523809 \tabularnewline
42 & 345783 & 553455.80952381 & -207672.809523809 \tabularnewline
43 & 501749 & 491791.181818182 & 9957.81818181818 \tabularnewline
44 & 379983 & 553455.80952381 & -173472.809523809 \tabularnewline
45 & 387475 & 267847.518518519 & 119627.481481481 \tabularnewline
46 & 377305 & 398818.8 & -21513.8 \tabularnewline
47 & 370837 & 553455.80952381 & -182618.809523809 \tabularnewline
48 & 430866 & 553455.80952381 & -122589.809523809 \tabularnewline
49 & 469107 & 553455.80952381 & -84348.8095238095 \tabularnewline
50 & 194493 & 267847.518518519 & -73354.5185185185 \tabularnewline
51 & 530670 & 491791.181818182 & 38878.8181818182 \tabularnewline
52 & 518365 & 553455.80952381 & -35090.8095238095 \tabularnewline
53 & 491303 & 553455.80952381 & -62152.8095238095 \tabularnewline
54 & 527021 & 398818.8 & 128202.2 \tabularnewline
55 & 233773 & 553455.80952381 & -319682.809523809 \tabularnewline
56 & 405972 & 267847.518518519 & 138124.481481481 \tabularnewline
57 & 652925 & 378225.375 & 274699.625 \tabularnewline
58 & 446211 & 398818.8 & 47392.2 \tabularnewline
59 & 341340 & 398818.8 & -57478.8 \tabularnewline
60 & 387699 & 553455.80952381 & -165756.809523809 \tabularnewline
61 & 493408 & 553455.80952381 & -60047.8095238095 \tabularnewline
62 & 146494 & 305290.6875 & -158796.6875 \tabularnewline
63 & 414462 & 398818.8 & 15643.2 \tabularnewline
64 & 364304 & 553455.80952381 & -189151.809523809 \tabularnewline
65 & 355178 & 267847.518518519 & 87330.4814814815 \tabularnewline
66 & 357760 & 553455.80952381 & -195695.809523809 \tabularnewline
67 & 261216 & 305290.6875 & -44074.6875 \tabularnewline
68 & 397144 & 398818.8 & -1674.79999999999 \tabularnewline
69 & 374943 & 398818.8 & -23875.8 \tabularnewline
70 & 424898 & 491791.181818182 & -66893.1818181818 \tabularnewline
71 & 202055 & 267847.518518519 & -65792.5185185185 \tabularnewline
72 & 378525 & 267847.518518519 & 110677.481481481 \tabularnewline
73 & 310768 & 398818.8 & -88050.8 \tabularnewline
74 & 325738 & 305290.6875 & 20447.3125 \tabularnewline
75 & 394510 & 398818.8 & -4308.79999999999 \tabularnewline
76 & 247060 & 305290.6875 & -58230.6875 \tabularnewline
77 & 368078 & 398818.8 & -30740.8 \tabularnewline
78 & 236761 & 305290.6875 & -68529.6875 \tabularnewline
79 & 312378 & 305290.6875 & 7087.3125 \tabularnewline
80 & 339836 & 398818.8 & -58982.8 \tabularnewline
81 & 347385 & 305290.6875 & 42094.3125 \tabularnewline
82 & 426280 & 398818.8 & 27461.2 \tabularnewline
83 & 352850 & 398818.8 & -45968.8 \tabularnewline
84 & 301881 & 378225.375 & -76344.375 \tabularnewline
85 & 377516 & 398818.8 & -21302.8 \tabularnewline
86 & 357312 & 267847.518518519 & 89464.4814814815 \tabularnewline
87 & 458343 & 491791.181818182 & -33448.1818181818 \tabularnewline
88 & 354228 & 398818.8 & -44590.8 \tabularnewline
89 & 308636 & 398818.8 & -90182.8 \tabularnewline
90 & 386212 & 398818.8 & -12606.8 \tabularnewline
91 & 393343 & 398818.8 & -5475.79999999999 \tabularnewline
92 & 378509 & 267847.518518519 & 110661.481481481 \tabularnewline
93 & 452469 & 267847.518518519 & 184621.481481481 \tabularnewline
94 & 364839 & 553455.80952381 & -188616.809523809 \tabularnewline
95 & 358649 & 378225.375 & -19576.375 \tabularnewline
96 & 376641 & 267847.518518519 & 108793.481481481 \tabularnewline
97 & 429112 & 398818.8 & 30293.2 \tabularnewline
98 & 330546 & 305290.6875 & 25255.3125 \tabularnewline
99 & 403560 & 398818.8 & 4741.20000000001 \tabularnewline
100 & 317892 & 305290.6875 & 12601.3125 \tabularnewline
101 & 307528 & 305290.6875 & 2237.3125 \tabularnewline
102 & 235133 & 398818.8 & -163685.8 \tabularnewline
103 & 299243 & 398818.8 & -99575.8 \tabularnewline
104 & 314073 & 398818.8 & -84745.8 \tabularnewline
105 & 368186 & 305290.6875 & 62895.3125 \tabularnewline
106 & 269661 & 305290.6875 & -35629.6875 \tabularnewline
107 & 125390 & 267847.518518519 & -142457.518518519 \tabularnewline
108 & 510834 & 398818.8 & 112015.2 \tabularnewline
109 & 321896 & 553455.80952381 & -231559.809523809 \tabularnewline
110 & 249898 & 305290.6875 & -55392.6875 \tabularnewline
111 & 408881 & 305290.6875 & 103590.3125 \tabularnewline
112 & 158492 & 267847.518518519 & -109355.518518519 \tabularnewline
113 & 292154 & 267847.518518519 & 24306.4814814815 \tabularnewline
114 & 289513 & 260725.375 & 28787.625 \tabularnewline
115 & 378049 & 305290.6875 & 72758.3125 \tabularnewline
116 & 343466 & 305290.6875 & 38175.3125 \tabularnewline
117 & 332743 & 305290.6875 & 27452.3125 \tabularnewline
118 & 442882 & 398818.8 & 44063.2 \tabularnewline
119 & 214215 & 260725.375 & -46510.375 \tabularnewline
120 & 315688 & 305290.6875 & 10397.3125 \tabularnewline
121 & 375195 & 553455.80952381 & -178260.809523809 \tabularnewline
122 & 334280 & 305290.6875 & 28989.3125 \tabularnewline
123 & 355864 & 491791.181818182 & -135927.181818182 \tabularnewline
124 & 480382 & 398818.8 & 81563.2 \tabularnewline
125 & 353058 & 260725.375 & 92332.625 \tabularnewline
126 & 217193 & 260725.375 & -43532.375 \tabularnewline
127 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
128 & 314533 & 314858.418269231 & -325.418269230751 \tabularnewline
129 & 318056 & 314858.418269231 & 3197.58173076925 \tabularnewline
130 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
131 & 314353 & 314858.418269231 & -505.418269230751 \tabularnewline
132 & 369448 & 305290.6875 & 64157.3125 \tabularnewline
133 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
134 & 312846 & 314858.418269231 & -2012.41826923075 \tabularnewline
135 & 312075 & 305290.6875 & 6784.3125 \tabularnewline
136 & 315009 & 314858.418269231 & 150.581730769249 \tabularnewline
137 & 318903 & 314858.418269231 & 4044.58173076925 \tabularnewline
138 & 314887 & 314858.418269231 & 28.5817307692487 \tabularnewline
139 & 314913 & 305290.6875 & 9622.3125 \tabularnewline
140 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
141 & 325506 & 314858.418269231 & 10647.5817307692 \tabularnewline
142 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
143 & 298568 & 305290.6875 & -6722.6875 \tabularnewline
144 & 315834 & 314858.418269231 & 975.581730769249 \tabularnewline
145 & 329784 & 305290.6875 & 24493.3125 \tabularnewline
146 & 312878 & 314858.418269231 & -1980.41826923075 \tabularnewline
147 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
148 & 314987 & 314858.418269231 & 128.581730769249 \tabularnewline
149 & 325249 & 314858.418269231 & 10390.5817307692 \tabularnewline
150 & 315877 & 314858.418269231 & 1018.58173076925 \tabularnewline
151 & 291650 & 305290.6875 & -13640.6875 \tabularnewline
152 & 305959 & 305290.6875 & 668.3125 \tabularnewline
153 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
154 & 297765 & 305290.6875 & -7525.6875 \tabularnewline
155 & 315245 & 314858.418269231 & 386.581730769249 \tabularnewline
156 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
157 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
158 & 315236 & 314858.418269231 & 377.581730769249 \tabularnewline
159 & 336425 & 314858.418269231 & 21566.5817307692 \tabularnewline
160 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
161 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
162 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
163 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
164 & 306268 & 305290.6875 & 977.3125 \tabularnewline
165 & 302187 & 305290.6875 & -3103.6875 \tabularnewline
166 & 314882 & 314858.418269231 & 23.5817307692487 \tabularnewline
167 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
168 & 382712 & 378225.375 & 4486.625 \tabularnewline
169 & 341570 & 267847.518518519 & 73722.4814814815 \tabularnewline
170 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
171 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
172 & 312412 & 314858.418269231 & -2446.41826923075 \tabularnewline
173 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
174 & 309596 & 314858.418269231 & -5262.41826923075 \tabularnewline
175 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
176 & 315547 & 314858.418269231 & 688.581730769249 \tabularnewline
177 & 313267 & 491791.181818182 & -178524.181818182 \tabularnewline
178 & 316176 & 314858.418269231 & 1317.58173076925 \tabularnewline
179 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
180 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
181 & 359335 & 305290.6875 & 54044.3125 \tabularnewline
182 & 330068 & 305290.6875 & 24777.3125 \tabularnewline
183 & 314289 & 305290.6875 & 8998.3125 \tabularnewline
184 & 297413 & 305290.6875 & -7877.6875 \tabularnewline
185 & 314806 & 314858.418269231 & -52.4182692307513 \tabularnewline
186 & 333210 & 305290.6875 & 27919.3125 \tabularnewline
187 & 352108 & 305290.6875 & 46817.3125 \tabularnewline
188 & 313332 & 314858.418269231 & -1526.41826923075 \tabularnewline
189 & 291787 & 314858.418269231 & -23071.4182692308 \tabularnewline
190 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
191 & 318745 & 314858.418269231 & 3886.58173076925 \tabularnewline
192 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
193 & 315366 & 314858.418269231 & 507.581730769249 \tabularnewline
194 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
195 & 315688 & 314858.418269231 & 829.581730769249 \tabularnewline
196 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
197 & 409642 & 553455.80952381 & -143813.809523809 \tabularnewline
198 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
199 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
200 & 269587 & 305290.6875 & -35703.6875 \tabularnewline
201 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
202 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
203 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
204 & 300962 & 314858.418269231 & -13896.4182692308 \tabularnewline
205 & 325479 & 398818.8 & -73339.8 \tabularnewline
206 & 316155 & 314858.418269231 & 1296.58173076925 \tabularnewline
207 & 318574 & 314858.418269231 & 3715.58173076925 \tabularnewline
208 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
209 & 343613 & 378225.375 & -34612.375 \tabularnewline
210 & 306948 & 314858.418269231 & -7910.41826923075 \tabularnewline
211 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
212 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
213 & 330059 & 314858.418269231 & 15200.5817307692 \tabularnewline
214 & 288985 & 305290.6875 & -16305.6875 \tabularnewline
215 & 304485 & 305290.6875 & -805.6875 \tabularnewline
216 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
217 & 315688 & 314858.418269231 & 829.581730769249 \tabularnewline
218 & 317736 & 314858.418269231 & 2877.58173076925 \tabularnewline
219 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
220 & 322331 & 305290.6875 & 17040.3125 \tabularnewline
221 & 296656 & 314858.418269231 & -18202.4182692308 \tabularnewline
222 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
223 & 315354 & 314858.418269231 & 495.581730769249 \tabularnewline
224 & 312161 & 305290.6875 & 6870.3125 \tabularnewline
225 & 315576 & 314858.418269231 & 717.581730769249 \tabularnewline
226 & 314922 & 314858.418269231 & 63.5817307692487 \tabularnewline
227 & 314551 & 314858.418269231 & -307.418269230751 \tabularnewline
228 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
229 & 312339 & 314858.418269231 & -2519.41826923075 \tabularnewline
230 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
231 & 298700 & 314858.418269231 & -16158.4182692308 \tabularnewline
232 & 321376 & 305290.6875 & 16085.3125 \tabularnewline
233 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
234 & 303230 & 314858.418269231 & -11628.4182692308 \tabularnewline
235 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
236 & 315487 & 314858.418269231 & 628.581730769249 \tabularnewline
237 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
238 & 315793 & 314858.418269231 & 934.581730769249 \tabularnewline
239 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
240 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
241 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
242 & 312887 & 314858.418269231 & -1971.41826923075 \tabularnewline
243 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
244 & 315637 & 314858.418269231 & 778.581730769249 \tabularnewline
245 & 324385 & 260725.375 & 63659.625 \tabularnewline
246 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
247 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
248 & 308989 & 314858.418269231 & -5869.41826923075 \tabularnewline
249 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
250 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
251 & 296702 & 314858.418269231 & -18156.4182692308 \tabularnewline
252 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
253 & 307322 & 314858.418269231 & -7536.41826923075 \tabularnewline
254 & 304376 & 305290.6875 & -914.6875 \tabularnewline
255 & 253588 & 267847.518518519 & -14259.5185185185 \tabularnewline
256 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
257 & 309560 & 314858.418269231 & -5298.41826923075 \tabularnewline
258 & 298466 & 378225.375 & -79759.375 \tabularnewline
259 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
260 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
261 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
262 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
263 & 343929 & 339229.428571429 & 4699.57142857142 \tabularnewline
264 & 331955 & 314858.418269231 & 17096.5817307692 \tabularnewline
265 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
266 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
267 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
268 & 381180 & 339229.428571429 & 41950.5714285714 \tabularnewline
269 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
270 & 331420 & 339229.428571429 & -7809.42857142858 \tabularnewline
271 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
272 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
273 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
274 & 310201 & 314858.418269231 & -4657.41826923075 \tabularnewline
275 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
276 & 320016 & 314858.418269231 & 5157.58173076925 \tabularnewline
277 & 320398 & 314858.418269231 & 5539.58173076925 \tabularnewline
278 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
279 & 291841 & 305290.6875 & -13449.6875 \tabularnewline
280 & 310670 & 339229.428571429 & -28559.4285714286 \tabularnewline
281 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
282 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
283 & 313491 & 314858.418269231 & -1367.41826923075 \tabularnewline
284 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
285 & 331323 & 339229.428571429 & -7906.42857142858 \tabularnewline
286 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
287 & 319210 & 305290.6875 & 13919.3125 \tabularnewline
288 & 318098 & 314858.418269231 & 3239.58173076925 \tabularnewline
289 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
290 & 292754 & 314858.418269231 & -22104.4182692308 \tabularnewline
291 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
292 & 325176 & 314858.418269231 & 10317.5817307692 \tabularnewline
293 & 365959 & 305290.6875 & 60668.3125 \tabularnewline
294 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
295 & 302409 & 314858.418269231 & -12449.4182692308 \tabularnewline
296 & 340968 & 314858.418269231 & 26109.5817307692 \tabularnewline
297 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
298 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
299 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
300 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
301 & 313164 & 314858.418269231 & -1694.41826923075 \tabularnewline
302 & 301164 & 314858.418269231 & -13694.4182692308 \tabularnewline
303 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
304 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
305 & 344425 & 314858.418269231 & 29566.5817307692 \tabularnewline
306 & 315394 & 314858.418269231 & 535.581730769249 \tabularnewline
307 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
308 & 316647 & 314858.418269231 & 1788.58173076925 \tabularnewline
309 & 309836 & 314858.418269231 & -5022.41826923075 \tabularnewline
310 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
311 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
312 & 346611 & 398818.8 & -52207.8 \tabularnewline
313 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
314 & 322031 & 314858.418269231 & 7172.58173076925 \tabularnewline
315 & 315656 & 314858.418269231 & 797.581730769249 \tabularnewline
316 & 339445 & 339229.428571429 & 215.57142857142 \tabularnewline
317 & 314964 & 314858.418269231 & 105.581730769249 \tabularnewline
318 & 297141 & 314858.418269231 & -17717.4182692308 \tabularnewline
319 & 315372 & 314858.418269231 & 513.581730769249 \tabularnewline
320 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
321 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
322 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
323 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
324 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
325 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
326 & 312502 & 314858.418269231 & -2356.41826923075 \tabularnewline
327 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
328 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
329 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
330 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
331 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
332 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
333 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
334 & 313729 & 314858.418269231 & -1129.41826923075 \tabularnewline
335 & 315388 & 314858.418269231 & 529.581730769249 \tabularnewline
336 & 315371 & 314858.418269231 & 512.581730769249 \tabularnewline
337 & 296139 & 305290.6875 & -9151.6875 \tabularnewline
338 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
339 & 313880 & 314858.418269231 & -978.418269230751 \tabularnewline
340 & 317698 & 314858.418269231 & 2839.58173076925 \tabularnewline
341 & 295580 & 314858.418269231 & -19278.4182692308 \tabularnewline
342 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
343 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
344 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
345 & 308256 & 305290.6875 & 2965.3125 \tabularnewline
346 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
347 & 303677 & 314858.418269231 & -11181.4182692308 \tabularnewline
348 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
349 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
350 & 319369 & 305290.6875 & 14078.3125 \tabularnewline
351 & 318690 & 314858.418269231 & 3831.58173076925 \tabularnewline
352 & 314049 & 314858.418269231 & -809.418269230751 \tabularnewline
353 & 325699 & 305290.6875 & 20408.3125 \tabularnewline
354 & 314210 & 314858.418269231 & -648.418269230751 \tabularnewline
355 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
356 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
357 & 322378 & 305290.6875 & 17087.3125 \tabularnewline
358 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
359 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
360 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
361 & 315398 & 314858.418269231 & 539.581730769249 \tabularnewline
362 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
363 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
364 & 308336 & 305290.6875 & 3045.3125 \tabularnewline
365 & 316386 & 314858.418269231 & 1527.58173076925 \tabularnewline
366 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
367 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
368 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
369 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
370 & 315553 & 314858.418269231 & 694.581730769249 \tabularnewline
371 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
372 & 323361 & 305290.6875 & 18070.3125 \tabularnewline
373 & 336639 & 339229.428571429 & -2590.42857142858 \tabularnewline
374 & 307424 & 314858.418269231 & -7434.41826923075 \tabularnewline
375 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
376 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
377 & 295370 & 314858.418269231 & -19488.4182692308 \tabularnewline
378 & 322340 & 305290.6875 & 17049.3125 \tabularnewline
379 & 319864 & 305290.6875 & 14573.3125 \tabularnewline
380 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
381 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
382 & 317291 & 305290.6875 & 12000.3125 \tabularnewline
383 & 280398 & 378225.375 & -97827.375 \tabularnewline
384 & 315380 & 314858.418269231 & 521.581730769249 \tabularnewline
385 & 317330 & 314858.418269231 & 2471.58173076925 \tabularnewline
386 & 238125 & 260725.375 & -22600.375 \tabularnewline
387 & 327071 & 314858.418269231 & 12212.5817307692 \tabularnewline
388 & 309038 & 305290.6875 & 3747.3125 \tabularnewline
389 & 314210 & 314858.418269231 & -648.418269230751 \tabularnewline
390 & 307930 & 305290.6875 & 2639.3125 \tabularnewline
391 & 322327 & 314858.418269231 & 7468.58173076925 \tabularnewline
392 & 292136 & 305290.6875 & -13154.6875 \tabularnewline
393 & 263276 & 305290.6875 & -42014.6875 \tabularnewline
394 & 367655 & 305290.6875 & 62364.3125 \tabularnewline
395 & 283910 & 260725.375 & 23184.625 \tabularnewline
396 & 283587 & 305290.6875 & -21703.6875 \tabularnewline
397 & 243650 & 267847.518518519 & -24197.5185185185 \tabularnewline
398 & 438493 & 491791.181818182 & -53298.1818181818 \tabularnewline
399 & 296261 & 305290.6875 & -9029.6875 \tabularnewline
400 & 230621 & 267847.518518519 & -37226.5185185185 \tabularnewline
401 & 304252 & 305290.6875 & -1038.6875 \tabularnewline
402 & 333505 & 305290.6875 & 28214.3125 \tabularnewline
403 & 296919 & 305290.6875 & -8371.6875 \tabularnewline
404 & 278990 & 305290.6875 & -26300.6875 \tabularnewline
405 & 276898 & 305290.6875 & -28392.6875 \tabularnewline
406 & 327007 & 305290.6875 & 21716.3125 \tabularnewline
407 & 317046 & 305290.6875 & 11755.3125 \tabularnewline
408 & 304555 & 305290.6875 & -735.6875 \tabularnewline
409 & 298096 & 305290.6875 & -7194.6875 \tabularnewline
410 & 231861 & 305290.6875 & -73429.6875 \tabularnewline
411 & 309422 & 305290.6875 & 4131.3125 \tabularnewline
412 & 286963 & 267847.518518519 & 19115.4814814815 \tabularnewline
413 & 269753 & 305290.6875 & -35537.6875 \tabularnewline
414 & 448243 & 267847.518518519 & 180395.481481481 \tabularnewline
415 & 165404 & 260725.375 & -95321.375 \tabularnewline
416 & 204325 & 305290.6875 & -100965.6875 \tabularnewline
417 & 407159 & 378225.375 & 28933.625 \tabularnewline
418 & 290476 & 305290.6875 & -14814.6875 \tabularnewline
419 & 275311 & 305290.6875 & -29979.6875 \tabularnewline
420 & 246541 & 305290.6875 & -58749.6875 \tabularnewline
421 & 253468 & 305290.6875 & -51822.6875 \tabularnewline
422 & 240897 & 267847.518518519 & -26950.5185185185 \tabularnewline
423 & -83265 & 267847.518518519 & -351112.518518519 \tabularnewline
424 & -42143 & 267847.518518519 & -309990.518518519 \tabularnewline
425 & 272713 & 305290.6875 & -32577.6875 \tabularnewline
426 & 215362 & 267847.518518519 & -52485.5185185185 \tabularnewline
427 & 42754 & 267847.518518519 & -225093.518518519 \tabularnewline
428 & 306275 & 2339778.3 & -2033503.3 \tabularnewline
429 & 253537 & 553455.80952381 & -299918.809523809 \tabularnewline
430 & 372631 & 553455.80952381 & -180824.809523809 \tabularnewline
431 & -7170 & 267847.518518519 & -275017.518518519 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113873&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]6282154[/C][C]2339778.3[/C][C]3942375.7[/C][/ROW]
[ROW][C]2[/C][C]4321023[/C][C]2339778.3[/C][C]1981244.7[/C][/ROW]
[ROW][C]3[/C][C]4111912[/C][C]2339778.3[/C][C]1772133.7[/C][/ROW]
[ROW][C]4[/C][C]223193[/C][C]491791.181818182[/C][C]-268598.181818182[/C][/ROW]
[ROW][C]5[/C][C]1491348[/C][C]2339778.3[/C][C]-848430.3[/C][/ROW]
[ROW][C]6[/C][C]1629616[/C][C]2339778.3[/C][C]-710162.3[/C][/ROW]
[ROW][C]7[/C][C]1398893[/C][C]2339778.3[/C][C]-940885.3[/C][/ROW]
[ROW][C]8[/C][C]1926517[/C][C]2339778.3[/C][C]-413261.3[/C][/ROW]
[ROW][C]9[/C][C]983660[/C][C]553455.80952381[/C][C]430204.190476191[/C][/ROW]
[ROW][C]10[/C][C]1443586[/C][C]553455.80952381[/C][C]890130.19047619[/C][/ROW]
[ROW][C]11[/C][C]1073089[/C][C]2339778.3[/C][C]-1266689.3[/C][/ROW]
[ROW][C]12[/C][C]984885[/C][C]553455.80952381[/C][C]431429.190476191[/C][/ROW]
[ROW][C]13[/C][C]1405225[/C][C]491791.181818182[/C][C]913433.818181818[/C][/ROW]
[ROW][C]14[/C][C]227132[/C][C]553455.80952381[/C][C]-326323.809523809[/C][/ROW]
[ROW][C]15[/C][C]929118[/C][C]553455.80952381[/C][C]375662.190476191[/C][/ROW]
[ROW][C]16[/C][C]1071292[/C][C]553455.80952381[/C][C]517836.190476191[/C][/ROW]
[ROW][C]17[/C][C]638830[/C][C]553455.80952381[/C][C]85374.1904761905[/C][/ROW]
[ROW][C]18[/C][C]856956[/C][C]2339778.3[/C][C]-1482822.3[/C][/ROW]
[ROW][C]19[/C][C]992426[/C][C]553455.80952381[/C][C]438970.190476191[/C][/ROW]
[ROW][C]20[/C][C]444477[/C][C]553455.80952381[/C][C]-108978.809523809[/C][/ROW]
[ROW][C]21[/C][C]857217[/C][C]553455.80952381[/C][C]303761.190476191[/C][/ROW]
[ROW][C]22[/C][C]711969[/C][C]553455.80952381[/C][C]158513.190476191[/C][/ROW]
[ROW][C]23[/C][C]702380[/C][C]553455.80952381[/C][C]148924.190476191[/C][/ROW]
[ROW][C]24[/C][C]358589[/C][C]553455.80952381[/C][C]-194866.809523809[/C][/ROW]
[ROW][C]25[/C][C]297978[/C][C]553455.80952381[/C][C]-255477.809523809[/C][/ROW]
[ROW][C]26[/C][C]585715[/C][C]553455.80952381[/C][C]32259.1904761905[/C][/ROW]
[ROW][C]27[/C][C]657954[/C][C]553455.80952381[/C][C]104498.190476191[/C][/ROW]
[ROW][C]28[/C][C]209458[/C][C]267847.518518519[/C][C]-58389.5185185185[/C][/ROW]
[ROW][C]29[/C][C]786690[/C][C]267847.518518519[/C][C]518842.481481481[/C][/ROW]
[ROW][C]30[/C][C]439798[/C][C]553455.80952381[/C][C]-113657.809523809[/C][/ROW]
[ROW][C]31[/C][C]688779[/C][C]398818.8[/C][C]289960.2[/C][/ROW]
[ROW][C]32[/C][C]574339[/C][C]553455.80952381[/C][C]20883.1904761905[/C][/ROW]
[ROW][C]33[/C][C]741409[/C][C]553455.80952381[/C][C]187953.190476191[/C][/ROW]
[ROW][C]34[/C][C]597793[/C][C]398818.8[/C][C]198974.2[/C][/ROW]
[ROW][C]35[/C][C]644190[/C][C]553455.80952381[/C][C]90734.1904761905[/C][/ROW]
[ROW][C]36[/C][C]377934[/C][C]553455.80952381[/C][C]-175521.809523809[/C][/ROW]
[ROW][C]37[/C][C]640273[/C][C]553455.80952381[/C][C]86817.1904761905[/C][/ROW]
[ROW][C]38[/C][C]697458[/C][C]553455.80952381[/C][C]144002.190476191[/C][/ROW]
[ROW][C]39[/C][C]550608[/C][C]491791.181818182[/C][C]58816.8181818182[/C][/ROW]
[ROW][C]40[/C][C]207393[/C][C]491791.181818182[/C][C]-284398.181818182[/C][/ROW]
[ROW][C]41[/C][C]301607[/C][C]553455.80952381[/C][C]-251848.809523809[/C][/ROW]
[ROW][C]42[/C][C]345783[/C][C]553455.80952381[/C][C]-207672.809523809[/C][/ROW]
[ROW][C]43[/C][C]501749[/C][C]491791.181818182[/C][C]9957.81818181818[/C][/ROW]
[ROW][C]44[/C][C]379983[/C][C]553455.80952381[/C][C]-173472.809523809[/C][/ROW]
[ROW][C]45[/C][C]387475[/C][C]267847.518518519[/C][C]119627.481481481[/C][/ROW]
[ROW][C]46[/C][C]377305[/C][C]398818.8[/C][C]-21513.8[/C][/ROW]
[ROW][C]47[/C][C]370837[/C][C]553455.80952381[/C][C]-182618.809523809[/C][/ROW]
[ROW][C]48[/C][C]430866[/C][C]553455.80952381[/C][C]-122589.809523809[/C][/ROW]
[ROW][C]49[/C][C]469107[/C][C]553455.80952381[/C][C]-84348.8095238095[/C][/ROW]
[ROW][C]50[/C][C]194493[/C][C]267847.518518519[/C][C]-73354.5185185185[/C][/ROW]
[ROW][C]51[/C][C]530670[/C][C]491791.181818182[/C][C]38878.8181818182[/C][/ROW]
[ROW][C]52[/C][C]518365[/C][C]553455.80952381[/C][C]-35090.8095238095[/C][/ROW]
[ROW][C]53[/C][C]491303[/C][C]553455.80952381[/C][C]-62152.8095238095[/C][/ROW]
[ROW][C]54[/C][C]527021[/C][C]398818.8[/C][C]128202.2[/C][/ROW]
[ROW][C]55[/C][C]233773[/C][C]553455.80952381[/C][C]-319682.809523809[/C][/ROW]
[ROW][C]56[/C][C]405972[/C][C]267847.518518519[/C][C]138124.481481481[/C][/ROW]
[ROW][C]57[/C][C]652925[/C][C]378225.375[/C][C]274699.625[/C][/ROW]
[ROW][C]58[/C][C]446211[/C][C]398818.8[/C][C]47392.2[/C][/ROW]
[ROW][C]59[/C][C]341340[/C][C]398818.8[/C][C]-57478.8[/C][/ROW]
[ROW][C]60[/C][C]387699[/C][C]553455.80952381[/C][C]-165756.809523809[/C][/ROW]
[ROW][C]61[/C][C]493408[/C][C]553455.80952381[/C][C]-60047.8095238095[/C][/ROW]
[ROW][C]62[/C][C]146494[/C][C]305290.6875[/C][C]-158796.6875[/C][/ROW]
[ROW][C]63[/C][C]414462[/C][C]398818.8[/C][C]15643.2[/C][/ROW]
[ROW][C]64[/C][C]364304[/C][C]553455.80952381[/C][C]-189151.809523809[/C][/ROW]
[ROW][C]65[/C][C]355178[/C][C]267847.518518519[/C][C]87330.4814814815[/C][/ROW]
[ROW][C]66[/C][C]357760[/C][C]553455.80952381[/C][C]-195695.809523809[/C][/ROW]
[ROW][C]67[/C][C]261216[/C][C]305290.6875[/C][C]-44074.6875[/C][/ROW]
[ROW][C]68[/C][C]397144[/C][C]398818.8[/C][C]-1674.79999999999[/C][/ROW]
[ROW][C]69[/C][C]374943[/C][C]398818.8[/C][C]-23875.8[/C][/ROW]
[ROW][C]70[/C][C]424898[/C][C]491791.181818182[/C][C]-66893.1818181818[/C][/ROW]
[ROW][C]71[/C][C]202055[/C][C]267847.518518519[/C][C]-65792.5185185185[/C][/ROW]
[ROW][C]72[/C][C]378525[/C][C]267847.518518519[/C][C]110677.481481481[/C][/ROW]
[ROW][C]73[/C][C]310768[/C][C]398818.8[/C][C]-88050.8[/C][/ROW]
[ROW][C]74[/C][C]325738[/C][C]305290.6875[/C][C]20447.3125[/C][/ROW]
[ROW][C]75[/C][C]394510[/C][C]398818.8[/C][C]-4308.79999999999[/C][/ROW]
[ROW][C]76[/C][C]247060[/C][C]305290.6875[/C][C]-58230.6875[/C][/ROW]
[ROW][C]77[/C][C]368078[/C][C]398818.8[/C][C]-30740.8[/C][/ROW]
[ROW][C]78[/C][C]236761[/C][C]305290.6875[/C][C]-68529.6875[/C][/ROW]
[ROW][C]79[/C][C]312378[/C][C]305290.6875[/C][C]7087.3125[/C][/ROW]
[ROW][C]80[/C][C]339836[/C][C]398818.8[/C][C]-58982.8[/C][/ROW]
[ROW][C]81[/C][C]347385[/C][C]305290.6875[/C][C]42094.3125[/C][/ROW]
[ROW][C]82[/C][C]426280[/C][C]398818.8[/C][C]27461.2[/C][/ROW]
[ROW][C]83[/C][C]352850[/C][C]398818.8[/C][C]-45968.8[/C][/ROW]
[ROW][C]84[/C][C]301881[/C][C]378225.375[/C][C]-76344.375[/C][/ROW]
[ROW][C]85[/C][C]377516[/C][C]398818.8[/C][C]-21302.8[/C][/ROW]
[ROW][C]86[/C][C]357312[/C][C]267847.518518519[/C][C]89464.4814814815[/C][/ROW]
[ROW][C]87[/C][C]458343[/C][C]491791.181818182[/C][C]-33448.1818181818[/C][/ROW]
[ROW][C]88[/C][C]354228[/C][C]398818.8[/C][C]-44590.8[/C][/ROW]
[ROW][C]89[/C][C]308636[/C][C]398818.8[/C][C]-90182.8[/C][/ROW]
[ROW][C]90[/C][C]386212[/C][C]398818.8[/C][C]-12606.8[/C][/ROW]
[ROW][C]91[/C][C]393343[/C][C]398818.8[/C][C]-5475.79999999999[/C][/ROW]
[ROW][C]92[/C][C]378509[/C][C]267847.518518519[/C][C]110661.481481481[/C][/ROW]
[ROW][C]93[/C][C]452469[/C][C]267847.518518519[/C][C]184621.481481481[/C][/ROW]
[ROW][C]94[/C][C]364839[/C][C]553455.80952381[/C][C]-188616.809523809[/C][/ROW]
[ROW][C]95[/C][C]358649[/C][C]378225.375[/C][C]-19576.375[/C][/ROW]
[ROW][C]96[/C][C]376641[/C][C]267847.518518519[/C][C]108793.481481481[/C][/ROW]
[ROW][C]97[/C][C]429112[/C][C]398818.8[/C][C]30293.2[/C][/ROW]
[ROW][C]98[/C][C]330546[/C][C]305290.6875[/C][C]25255.3125[/C][/ROW]
[ROW][C]99[/C][C]403560[/C][C]398818.8[/C][C]4741.20000000001[/C][/ROW]
[ROW][C]100[/C][C]317892[/C][C]305290.6875[/C][C]12601.3125[/C][/ROW]
[ROW][C]101[/C][C]307528[/C][C]305290.6875[/C][C]2237.3125[/C][/ROW]
[ROW][C]102[/C][C]235133[/C][C]398818.8[/C][C]-163685.8[/C][/ROW]
[ROW][C]103[/C][C]299243[/C][C]398818.8[/C][C]-99575.8[/C][/ROW]
[ROW][C]104[/C][C]314073[/C][C]398818.8[/C][C]-84745.8[/C][/ROW]
[ROW][C]105[/C][C]368186[/C][C]305290.6875[/C][C]62895.3125[/C][/ROW]
[ROW][C]106[/C][C]269661[/C][C]305290.6875[/C][C]-35629.6875[/C][/ROW]
[ROW][C]107[/C][C]125390[/C][C]267847.518518519[/C][C]-142457.518518519[/C][/ROW]
[ROW][C]108[/C][C]510834[/C][C]398818.8[/C][C]112015.2[/C][/ROW]
[ROW][C]109[/C][C]321896[/C][C]553455.80952381[/C][C]-231559.809523809[/C][/ROW]
[ROW][C]110[/C][C]249898[/C][C]305290.6875[/C][C]-55392.6875[/C][/ROW]
[ROW][C]111[/C][C]408881[/C][C]305290.6875[/C][C]103590.3125[/C][/ROW]
[ROW][C]112[/C][C]158492[/C][C]267847.518518519[/C][C]-109355.518518519[/C][/ROW]
[ROW][C]113[/C][C]292154[/C][C]267847.518518519[/C][C]24306.4814814815[/C][/ROW]
[ROW][C]114[/C][C]289513[/C][C]260725.375[/C][C]28787.625[/C][/ROW]
[ROW][C]115[/C][C]378049[/C][C]305290.6875[/C][C]72758.3125[/C][/ROW]
[ROW][C]116[/C][C]343466[/C][C]305290.6875[/C][C]38175.3125[/C][/ROW]
[ROW][C]117[/C][C]332743[/C][C]305290.6875[/C][C]27452.3125[/C][/ROW]
[ROW][C]118[/C][C]442882[/C][C]398818.8[/C][C]44063.2[/C][/ROW]
[ROW][C]119[/C][C]214215[/C][C]260725.375[/C][C]-46510.375[/C][/ROW]
[ROW][C]120[/C][C]315688[/C][C]305290.6875[/C][C]10397.3125[/C][/ROW]
[ROW][C]121[/C][C]375195[/C][C]553455.80952381[/C][C]-178260.809523809[/C][/ROW]
[ROW][C]122[/C][C]334280[/C][C]305290.6875[/C][C]28989.3125[/C][/ROW]
[ROW][C]123[/C][C]355864[/C][C]491791.181818182[/C][C]-135927.181818182[/C][/ROW]
[ROW][C]124[/C][C]480382[/C][C]398818.8[/C][C]81563.2[/C][/ROW]
[ROW][C]125[/C][C]353058[/C][C]260725.375[/C][C]92332.625[/C][/ROW]
[ROW][C]126[/C][C]217193[/C][C]260725.375[/C][C]-43532.375[/C][/ROW]
[ROW][C]127[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]128[/C][C]314533[/C][C]314858.418269231[/C][C]-325.418269230751[/C][/ROW]
[ROW][C]129[/C][C]318056[/C][C]314858.418269231[/C][C]3197.58173076925[/C][/ROW]
[ROW][C]130[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]131[/C][C]314353[/C][C]314858.418269231[/C][C]-505.418269230751[/C][/ROW]
[ROW][C]132[/C][C]369448[/C][C]305290.6875[/C][C]64157.3125[/C][/ROW]
[ROW][C]133[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]134[/C][C]312846[/C][C]314858.418269231[/C][C]-2012.41826923075[/C][/ROW]
[ROW][C]135[/C][C]312075[/C][C]305290.6875[/C][C]6784.3125[/C][/ROW]
[ROW][C]136[/C][C]315009[/C][C]314858.418269231[/C][C]150.581730769249[/C][/ROW]
[ROW][C]137[/C][C]318903[/C][C]314858.418269231[/C][C]4044.58173076925[/C][/ROW]
[ROW][C]138[/C][C]314887[/C][C]314858.418269231[/C][C]28.5817307692487[/C][/ROW]
[ROW][C]139[/C][C]314913[/C][C]305290.6875[/C][C]9622.3125[/C][/ROW]
[ROW][C]140[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]141[/C][C]325506[/C][C]314858.418269231[/C][C]10647.5817307692[/C][/ROW]
[ROW][C]142[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]143[/C][C]298568[/C][C]305290.6875[/C][C]-6722.6875[/C][/ROW]
[ROW][C]144[/C][C]315834[/C][C]314858.418269231[/C][C]975.581730769249[/C][/ROW]
[ROW][C]145[/C][C]329784[/C][C]305290.6875[/C][C]24493.3125[/C][/ROW]
[ROW][C]146[/C][C]312878[/C][C]314858.418269231[/C][C]-1980.41826923075[/C][/ROW]
[ROW][C]147[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]148[/C][C]314987[/C][C]314858.418269231[/C][C]128.581730769249[/C][/ROW]
[ROW][C]149[/C][C]325249[/C][C]314858.418269231[/C][C]10390.5817307692[/C][/ROW]
[ROW][C]150[/C][C]315877[/C][C]314858.418269231[/C][C]1018.58173076925[/C][/ROW]
[ROW][C]151[/C][C]291650[/C][C]305290.6875[/C][C]-13640.6875[/C][/ROW]
[ROW][C]152[/C][C]305959[/C][C]305290.6875[/C][C]668.3125[/C][/ROW]
[ROW][C]153[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]154[/C][C]297765[/C][C]305290.6875[/C][C]-7525.6875[/C][/ROW]
[ROW][C]155[/C][C]315245[/C][C]314858.418269231[/C][C]386.581730769249[/C][/ROW]
[ROW][C]156[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]157[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]158[/C][C]315236[/C][C]314858.418269231[/C][C]377.581730769249[/C][/ROW]
[ROW][C]159[/C][C]336425[/C][C]314858.418269231[/C][C]21566.5817307692[/C][/ROW]
[ROW][C]160[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]161[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]162[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]163[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]164[/C][C]306268[/C][C]305290.6875[/C][C]977.3125[/C][/ROW]
[ROW][C]165[/C][C]302187[/C][C]305290.6875[/C][C]-3103.6875[/C][/ROW]
[ROW][C]166[/C][C]314882[/C][C]314858.418269231[/C][C]23.5817307692487[/C][/ROW]
[ROW][C]167[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]168[/C][C]382712[/C][C]378225.375[/C][C]4486.625[/C][/ROW]
[ROW][C]169[/C][C]341570[/C][C]267847.518518519[/C][C]73722.4814814815[/C][/ROW]
[ROW][C]170[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]171[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]172[/C][C]312412[/C][C]314858.418269231[/C][C]-2446.41826923075[/C][/ROW]
[ROW][C]173[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]174[/C][C]309596[/C][C]314858.418269231[/C][C]-5262.41826923075[/C][/ROW]
[ROW][C]175[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]176[/C][C]315547[/C][C]314858.418269231[/C][C]688.581730769249[/C][/ROW]
[ROW][C]177[/C][C]313267[/C][C]491791.181818182[/C][C]-178524.181818182[/C][/ROW]
[ROW][C]178[/C][C]316176[/C][C]314858.418269231[/C][C]1317.58173076925[/C][/ROW]
[ROW][C]179[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]180[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]181[/C][C]359335[/C][C]305290.6875[/C][C]54044.3125[/C][/ROW]
[ROW][C]182[/C][C]330068[/C][C]305290.6875[/C][C]24777.3125[/C][/ROW]
[ROW][C]183[/C][C]314289[/C][C]305290.6875[/C][C]8998.3125[/C][/ROW]
[ROW][C]184[/C][C]297413[/C][C]305290.6875[/C][C]-7877.6875[/C][/ROW]
[ROW][C]185[/C][C]314806[/C][C]314858.418269231[/C][C]-52.4182692307513[/C][/ROW]
[ROW][C]186[/C][C]333210[/C][C]305290.6875[/C][C]27919.3125[/C][/ROW]
[ROW][C]187[/C][C]352108[/C][C]305290.6875[/C][C]46817.3125[/C][/ROW]
[ROW][C]188[/C][C]313332[/C][C]314858.418269231[/C][C]-1526.41826923075[/C][/ROW]
[ROW][C]189[/C][C]291787[/C][C]314858.418269231[/C][C]-23071.4182692308[/C][/ROW]
[ROW][C]190[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]191[/C][C]318745[/C][C]314858.418269231[/C][C]3886.58173076925[/C][/ROW]
[ROW][C]192[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]193[/C][C]315366[/C][C]314858.418269231[/C][C]507.581730769249[/C][/ROW]
[ROW][C]194[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]195[/C][C]315688[/C][C]314858.418269231[/C][C]829.581730769249[/C][/ROW]
[ROW][C]196[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]197[/C][C]409642[/C][C]553455.80952381[/C][C]-143813.809523809[/C][/ROW]
[ROW][C]198[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]199[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]200[/C][C]269587[/C][C]305290.6875[/C][C]-35703.6875[/C][/ROW]
[ROW][C]201[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]202[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]203[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]204[/C][C]300962[/C][C]314858.418269231[/C][C]-13896.4182692308[/C][/ROW]
[ROW][C]205[/C][C]325479[/C][C]398818.8[/C][C]-73339.8[/C][/ROW]
[ROW][C]206[/C][C]316155[/C][C]314858.418269231[/C][C]1296.58173076925[/C][/ROW]
[ROW][C]207[/C][C]318574[/C][C]314858.418269231[/C][C]3715.58173076925[/C][/ROW]
[ROW][C]208[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]209[/C][C]343613[/C][C]378225.375[/C][C]-34612.375[/C][/ROW]
[ROW][C]210[/C][C]306948[/C][C]314858.418269231[/C][C]-7910.41826923075[/C][/ROW]
[ROW][C]211[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]212[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]213[/C][C]330059[/C][C]314858.418269231[/C][C]15200.5817307692[/C][/ROW]
[ROW][C]214[/C][C]288985[/C][C]305290.6875[/C][C]-16305.6875[/C][/ROW]
[ROW][C]215[/C][C]304485[/C][C]305290.6875[/C][C]-805.6875[/C][/ROW]
[ROW][C]216[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]217[/C][C]315688[/C][C]314858.418269231[/C][C]829.581730769249[/C][/ROW]
[ROW][C]218[/C][C]317736[/C][C]314858.418269231[/C][C]2877.58173076925[/C][/ROW]
[ROW][C]219[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]220[/C][C]322331[/C][C]305290.6875[/C][C]17040.3125[/C][/ROW]
[ROW][C]221[/C][C]296656[/C][C]314858.418269231[/C][C]-18202.4182692308[/C][/ROW]
[ROW][C]222[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]223[/C][C]315354[/C][C]314858.418269231[/C][C]495.581730769249[/C][/ROW]
[ROW][C]224[/C][C]312161[/C][C]305290.6875[/C][C]6870.3125[/C][/ROW]
[ROW][C]225[/C][C]315576[/C][C]314858.418269231[/C][C]717.581730769249[/C][/ROW]
[ROW][C]226[/C][C]314922[/C][C]314858.418269231[/C][C]63.5817307692487[/C][/ROW]
[ROW][C]227[/C][C]314551[/C][C]314858.418269231[/C][C]-307.418269230751[/C][/ROW]
[ROW][C]228[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]229[/C][C]312339[/C][C]314858.418269231[/C][C]-2519.41826923075[/C][/ROW]
[ROW][C]230[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]231[/C][C]298700[/C][C]314858.418269231[/C][C]-16158.4182692308[/C][/ROW]
[ROW][C]232[/C][C]321376[/C][C]305290.6875[/C][C]16085.3125[/C][/ROW]
[ROW][C]233[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]234[/C][C]303230[/C][C]314858.418269231[/C][C]-11628.4182692308[/C][/ROW]
[ROW][C]235[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]236[/C][C]315487[/C][C]314858.418269231[/C][C]628.581730769249[/C][/ROW]
[ROW][C]237[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]238[/C][C]315793[/C][C]314858.418269231[/C][C]934.581730769249[/C][/ROW]
[ROW][C]239[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]240[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]241[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]242[/C][C]312887[/C][C]314858.418269231[/C][C]-1971.41826923075[/C][/ROW]
[ROW][C]243[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]244[/C][C]315637[/C][C]314858.418269231[/C][C]778.581730769249[/C][/ROW]
[ROW][C]245[/C][C]324385[/C][C]260725.375[/C][C]63659.625[/C][/ROW]
[ROW][C]246[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]247[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]248[/C][C]308989[/C][C]314858.418269231[/C][C]-5869.41826923075[/C][/ROW]
[ROW][C]249[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]250[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]251[/C][C]296702[/C][C]314858.418269231[/C][C]-18156.4182692308[/C][/ROW]
[ROW][C]252[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]253[/C][C]307322[/C][C]314858.418269231[/C][C]-7536.41826923075[/C][/ROW]
[ROW][C]254[/C][C]304376[/C][C]305290.6875[/C][C]-914.6875[/C][/ROW]
[ROW][C]255[/C][C]253588[/C][C]267847.518518519[/C][C]-14259.5185185185[/C][/ROW]
[ROW][C]256[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]257[/C][C]309560[/C][C]314858.418269231[/C][C]-5298.41826923075[/C][/ROW]
[ROW][C]258[/C][C]298466[/C][C]378225.375[/C][C]-79759.375[/C][/ROW]
[ROW][C]259[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]260[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]261[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]262[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]263[/C][C]343929[/C][C]339229.428571429[/C][C]4699.57142857142[/C][/ROW]
[ROW][C]264[/C][C]331955[/C][C]314858.418269231[/C][C]17096.5817307692[/C][/ROW]
[ROW][C]265[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]266[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]267[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]268[/C][C]381180[/C][C]339229.428571429[/C][C]41950.5714285714[/C][/ROW]
[ROW][C]269[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]270[/C][C]331420[/C][C]339229.428571429[/C][C]-7809.42857142858[/C][/ROW]
[ROW][C]271[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]272[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]273[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]274[/C][C]310201[/C][C]314858.418269231[/C][C]-4657.41826923075[/C][/ROW]
[ROW][C]275[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]276[/C][C]320016[/C][C]314858.418269231[/C][C]5157.58173076925[/C][/ROW]
[ROW][C]277[/C][C]320398[/C][C]314858.418269231[/C][C]5539.58173076925[/C][/ROW]
[ROW][C]278[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]279[/C][C]291841[/C][C]305290.6875[/C][C]-13449.6875[/C][/ROW]
[ROW][C]280[/C][C]310670[/C][C]339229.428571429[/C][C]-28559.4285714286[/C][/ROW]
[ROW][C]281[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]282[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]283[/C][C]313491[/C][C]314858.418269231[/C][C]-1367.41826923075[/C][/ROW]
[ROW][C]284[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]285[/C][C]331323[/C][C]339229.428571429[/C][C]-7906.42857142858[/C][/ROW]
[ROW][C]286[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]287[/C][C]319210[/C][C]305290.6875[/C][C]13919.3125[/C][/ROW]
[ROW][C]288[/C][C]318098[/C][C]314858.418269231[/C][C]3239.58173076925[/C][/ROW]
[ROW][C]289[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]290[/C][C]292754[/C][C]314858.418269231[/C][C]-22104.4182692308[/C][/ROW]
[ROW][C]291[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]292[/C][C]325176[/C][C]314858.418269231[/C][C]10317.5817307692[/C][/ROW]
[ROW][C]293[/C][C]365959[/C][C]305290.6875[/C][C]60668.3125[/C][/ROW]
[ROW][C]294[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]295[/C][C]302409[/C][C]314858.418269231[/C][C]-12449.4182692308[/C][/ROW]
[ROW][C]296[/C][C]340968[/C][C]314858.418269231[/C][C]26109.5817307692[/C][/ROW]
[ROW][C]297[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]298[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]299[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]300[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]301[/C][C]313164[/C][C]314858.418269231[/C][C]-1694.41826923075[/C][/ROW]
[ROW][C]302[/C][C]301164[/C][C]314858.418269231[/C][C]-13694.4182692308[/C][/ROW]
[ROW][C]303[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]304[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]305[/C][C]344425[/C][C]314858.418269231[/C][C]29566.5817307692[/C][/ROW]
[ROW][C]306[/C][C]315394[/C][C]314858.418269231[/C][C]535.581730769249[/C][/ROW]
[ROW][C]307[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]308[/C][C]316647[/C][C]314858.418269231[/C][C]1788.58173076925[/C][/ROW]
[ROW][C]309[/C][C]309836[/C][C]314858.418269231[/C][C]-5022.41826923075[/C][/ROW]
[ROW][C]310[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]311[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]312[/C][C]346611[/C][C]398818.8[/C][C]-52207.8[/C][/ROW]
[ROW][C]313[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]314[/C][C]322031[/C][C]314858.418269231[/C][C]7172.58173076925[/C][/ROW]
[ROW][C]315[/C][C]315656[/C][C]314858.418269231[/C][C]797.581730769249[/C][/ROW]
[ROW][C]316[/C][C]339445[/C][C]339229.428571429[/C][C]215.57142857142[/C][/ROW]
[ROW][C]317[/C][C]314964[/C][C]314858.418269231[/C][C]105.581730769249[/C][/ROW]
[ROW][C]318[/C][C]297141[/C][C]314858.418269231[/C][C]-17717.4182692308[/C][/ROW]
[ROW][C]319[/C][C]315372[/C][C]314858.418269231[/C][C]513.581730769249[/C][/ROW]
[ROW][C]320[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]321[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]322[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]323[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]324[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]325[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]326[/C][C]312502[/C][C]314858.418269231[/C][C]-2356.41826923075[/C][/ROW]
[ROW][C]327[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]328[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]329[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]330[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]331[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]332[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]333[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]334[/C][C]313729[/C][C]314858.418269231[/C][C]-1129.41826923075[/C][/ROW]
[ROW][C]335[/C][C]315388[/C][C]314858.418269231[/C][C]529.581730769249[/C][/ROW]
[ROW][C]336[/C][C]315371[/C][C]314858.418269231[/C][C]512.581730769249[/C][/ROW]
[ROW][C]337[/C][C]296139[/C][C]305290.6875[/C][C]-9151.6875[/C][/ROW]
[ROW][C]338[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]339[/C][C]313880[/C][C]314858.418269231[/C][C]-978.418269230751[/C][/ROW]
[ROW][C]340[/C][C]317698[/C][C]314858.418269231[/C][C]2839.58173076925[/C][/ROW]
[ROW][C]341[/C][C]295580[/C][C]314858.418269231[/C][C]-19278.4182692308[/C][/ROW]
[ROW][C]342[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]343[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]344[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]345[/C][C]308256[/C][C]305290.6875[/C][C]2965.3125[/C][/ROW]
[ROW][C]346[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]347[/C][C]303677[/C][C]314858.418269231[/C][C]-11181.4182692308[/C][/ROW]
[ROW][C]348[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]349[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]350[/C][C]319369[/C][C]305290.6875[/C][C]14078.3125[/C][/ROW]
[ROW][C]351[/C][C]318690[/C][C]314858.418269231[/C][C]3831.58173076925[/C][/ROW]
[ROW][C]352[/C][C]314049[/C][C]314858.418269231[/C][C]-809.418269230751[/C][/ROW]
[ROW][C]353[/C][C]325699[/C][C]305290.6875[/C][C]20408.3125[/C][/ROW]
[ROW][C]354[/C][C]314210[/C][C]314858.418269231[/C][C]-648.418269230751[/C][/ROW]
[ROW][C]355[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]356[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]357[/C][C]322378[/C][C]305290.6875[/C][C]17087.3125[/C][/ROW]
[ROW][C]358[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]359[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]360[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]361[/C][C]315398[/C][C]314858.418269231[/C][C]539.581730769249[/C][/ROW]
[ROW][C]362[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]363[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]364[/C][C]308336[/C][C]305290.6875[/C][C]3045.3125[/C][/ROW]
[ROW][C]365[/C][C]316386[/C][C]314858.418269231[/C][C]1527.58173076925[/C][/ROW]
[ROW][C]366[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]367[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]368[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]369[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]370[/C][C]315553[/C][C]314858.418269231[/C][C]694.581730769249[/C][/ROW]
[ROW][C]371[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]372[/C][C]323361[/C][C]305290.6875[/C][C]18070.3125[/C][/ROW]
[ROW][C]373[/C][C]336639[/C][C]339229.428571429[/C][C]-2590.42857142858[/C][/ROW]
[ROW][C]374[/C][C]307424[/C][C]314858.418269231[/C][C]-7434.41826923075[/C][/ROW]
[ROW][C]375[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]376[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]377[/C][C]295370[/C][C]314858.418269231[/C][C]-19488.4182692308[/C][/ROW]
[ROW][C]378[/C][C]322340[/C][C]305290.6875[/C][C]17049.3125[/C][/ROW]
[ROW][C]379[/C][C]319864[/C][C]305290.6875[/C][C]14573.3125[/C][/ROW]
[ROW][C]380[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]381[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]382[/C][C]317291[/C][C]305290.6875[/C][C]12000.3125[/C][/ROW]
[ROW][C]383[/C][C]280398[/C][C]378225.375[/C][C]-97827.375[/C][/ROW]
[ROW][C]384[/C][C]315380[/C][C]314858.418269231[/C][C]521.581730769249[/C][/ROW]
[ROW][C]385[/C][C]317330[/C][C]314858.418269231[/C][C]2471.58173076925[/C][/ROW]
[ROW][C]386[/C][C]238125[/C][C]260725.375[/C][C]-22600.375[/C][/ROW]
[ROW][C]387[/C][C]327071[/C][C]314858.418269231[/C][C]12212.5817307692[/C][/ROW]
[ROW][C]388[/C][C]309038[/C][C]305290.6875[/C][C]3747.3125[/C][/ROW]
[ROW][C]389[/C][C]314210[/C][C]314858.418269231[/C][C]-648.418269230751[/C][/ROW]
[ROW][C]390[/C][C]307930[/C][C]305290.6875[/C][C]2639.3125[/C][/ROW]
[ROW][C]391[/C][C]322327[/C][C]314858.418269231[/C][C]7468.58173076925[/C][/ROW]
[ROW][C]392[/C][C]292136[/C][C]305290.6875[/C][C]-13154.6875[/C][/ROW]
[ROW][C]393[/C][C]263276[/C][C]305290.6875[/C][C]-42014.6875[/C][/ROW]
[ROW][C]394[/C][C]367655[/C][C]305290.6875[/C][C]62364.3125[/C][/ROW]
[ROW][C]395[/C][C]283910[/C][C]260725.375[/C][C]23184.625[/C][/ROW]
[ROW][C]396[/C][C]283587[/C][C]305290.6875[/C][C]-21703.6875[/C][/ROW]
[ROW][C]397[/C][C]243650[/C][C]267847.518518519[/C][C]-24197.5185185185[/C][/ROW]
[ROW][C]398[/C][C]438493[/C][C]491791.181818182[/C][C]-53298.1818181818[/C][/ROW]
[ROW][C]399[/C][C]296261[/C][C]305290.6875[/C][C]-9029.6875[/C][/ROW]
[ROW][C]400[/C][C]230621[/C][C]267847.518518519[/C][C]-37226.5185185185[/C][/ROW]
[ROW][C]401[/C][C]304252[/C][C]305290.6875[/C][C]-1038.6875[/C][/ROW]
[ROW][C]402[/C][C]333505[/C][C]305290.6875[/C][C]28214.3125[/C][/ROW]
[ROW][C]403[/C][C]296919[/C][C]305290.6875[/C][C]-8371.6875[/C][/ROW]
[ROW][C]404[/C][C]278990[/C][C]305290.6875[/C][C]-26300.6875[/C][/ROW]
[ROW][C]405[/C][C]276898[/C][C]305290.6875[/C][C]-28392.6875[/C][/ROW]
[ROW][C]406[/C][C]327007[/C][C]305290.6875[/C][C]21716.3125[/C][/ROW]
[ROW][C]407[/C][C]317046[/C][C]305290.6875[/C][C]11755.3125[/C][/ROW]
[ROW][C]408[/C][C]304555[/C][C]305290.6875[/C][C]-735.6875[/C][/ROW]
[ROW][C]409[/C][C]298096[/C][C]305290.6875[/C][C]-7194.6875[/C][/ROW]
[ROW][C]410[/C][C]231861[/C][C]305290.6875[/C][C]-73429.6875[/C][/ROW]
[ROW][C]411[/C][C]309422[/C][C]305290.6875[/C][C]4131.3125[/C][/ROW]
[ROW][C]412[/C][C]286963[/C][C]267847.518518519[/C][C]19115.4814814815[/C][/ROW]
[ROW][C]413[/C][C]269753[/C][C]305290.6875[/C][C]-35537.6875[/C][/ROW]
[ROW][C]414[/C][C]448243[/C][C]267847.518518519[/C][C]180395.481481481[/C][/ROW]
[ROW][C]415[/C][C]165404[/C][C]260725.375[/C][C]-95321.375[/C][/ROW]
[ROW][C]416[/C][C]204325[/C][C]305290.6875[/C][C]-100965.6875[/C][/ROW]
[ROW][C]417[/C][C]407159[/C][C]378225.375[/C][C]28933.625[/C][/ROW]
[ROW][C]418[/C][C]290476[/C][C]305290.6875[/C][C]-14814.6875[/C][/ROW]
[ROW][C]419[/C][C]275311[/C][C]305290.6875[/C][C]-29979.6875[/C][/ROW]
[ROW][C]420[/C][C]246541[/C][C]305290.6875[/C][C]-58749.6875[/C][/ROW]
[ROW][C]421[/C][C]253468[/C][C]305290.6875[/C][C]-51822.6875[/C][/ROW]
[ROW][C]422[/C][C]240897[/C][C]267847.518518519[/C][C]-26950.5185185185[/C][/ROW]
[ROW][C]423[/C][C]-83265[/C][C]267847.518518519[/C][C]-351112.518518519[/C][/ROW]
[ROW][C]424[/C][C]-42143[/C][C]267847.518518519[/C][C]-309990.518518519[/C][/ROW]
[ROW][C]425[/C][C]272713[/C][C]305290.6875[/C][C]-32577.6875[/C][/ROW]
[ROW][C]426[/C][C]215362[/C][C]267847.518518519[/C][C]-52485.5185185185[/C][/ROW]
[ROW][C]427[/C][C]42754[/C][C]267847.518518519[/C][C]-225093.518518519[/C][/ROW]
[ROW][C]428[/C][C]306275[/C][C]2339778.3[/C][C]-2033503.3[/C][/ROW]
[ROW][C]429[/C][C]253537[/C][C]553455.80952381[/C][C]-299918.809523809[/C][/ROW]
[ROW][C]430[/C][C]372631[/C][C]553455.80952381[/C][C]-180824.809523809[/C][/ROW]
[ROW][C]431[/C][C]-7170[/C][C]267847.518518519[/C][C]-275017.518518519[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113873&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113873&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
162821542339778.33942375.7
243210232339778.31981244.7
341119122339778.31772133.7
4223193491791.181818182-268598.181818182
514913482339778.3-848430.3
616296162339778.3-710162.3
713988932339778.3-940885.3
819265172339778.3-413261.3
9983660553455.80952381430204.190476191
101443586553455.80952381890130.19047619
1110730892339778.3-1266689.3
12984885553455.80952381431429.190476191
131405225491791.181818182913433.818181818
14227132553455.80952381-326323.809523809
15929118553455.80952381375662.190476191
161071292553455.80952381517836.190476191
17638830553455.8095238185374.1904761905
188569562339778.3-1482822.3
19992426553455.80952381438970.190476191
20444477553455.80952381-108978.809523809
21857217553455.80952381303761.190476191
22711969553455.80952381158513.190476191
23702380553455.80952381148924.190476191
24358589553455.80952381-194866.809523809
25297978553455.80952381-255477.809523809
26585715553455.8095238132259.1904761905
27657954553455.80952381104498.190476191
28209458267847.518518519-58389.5185185185
29786690267847.518518519518842.481481481
30439798553455.80952381-113657.809523809
31688779398818.8289960.2
32574339553455.8095238120883.1904761905
33741409553455.80952381187953.190476191
34597793398818.8198974.2
35644190553455.8095238190734.1904761905
36377934553455.80952381-175521.809523809
37640273553455.8095238186817.1904761905
38697458553455.80952381144002.190476191
39550608491791.18181818258816.8181818182
40207393491791.181818182-284398.181818182
41301607553455.80952381-251848.809523809
42345783553455.80952381-207672.809523809
43501749491791.1818181829957.81818181818
44379983553455.80952381-173472.809523809
45387475267847.518518519119627.481481481
46377305398818.8-21513.8
47370837553455.80952381-182618.809523809
48430866553455.80952381-122589.809523809
49469107553455.80952381-84348.8095238095
50194493267847.518518519-73354.5185185185
51530670491791.18181818238878.8181818182
52518365553455.80952381-35090.8095238095
53491303553455.80952381-62152.8095238095
54527021398818.8128202.2
55233773553455.80952381-319682.809523809
56405972267847.518518519138124.481481481
57652925378225.375274699.625
58446211398818.847392.2
59341340398818.8-57478.8
60387699553455.80952381-165756.809523809
61493408553455.80952381-60047.8095238095
62146494305290.6875-158796.6875
63414462398818.815643.2
64364304553455.80952381-189151.809523809
65355178267847.51851851987330.4814814815
66357760553455.80952381-195695.809523809
67261216305290.6875-44074.6875
68397144398818.8-1674.79999999999
69374943398818.8-23875.8
70424898491791.181818182-66893.1818181818
71202055267847.518518519-65792.5185185185
72378525267847.518518519110677.481481481
73310768398818.8-88050.8
74325738305290.687520447.3125
75394510398818.8-4308.79999999999
76247060305290.6875-58230.6875
77368078398818.8-30740.8
78236761305290.6875-68529.6875
79312378305290.68757087.3125
80339836398818.8-58982.8
81347385305290.687542094.3125
82426280398818.827461.2
83352850398818.8-45968.8
84301881378225.375-76344.375
85377516398818.8-21302.8
86357312267847.51851851989464.4814814815
87458343491791.181818182-33448.1818181818
88354228398818.8-44590.8
89308636398818.8-90182.8
90386212398818.8-12606.8
91393343398818.8-5475.79999999999
92378509267847.518518519110661.481481481
93452469267847.518518519184621.481481481
94364839553455.80952381-188616.809523809
95358649378225.375-19576.375
96376641267847.518518519108793.481481481
97429112398818.830293.2
98330546305290.687525255.3125
99403560398818.84741.20000000001
100317892305290.687512601.3125
101307528305290.68752237.3125
102235133398818.8-163685.8
103299243398818.8-99575.8
104314073398818.8-84745.8
105368186305290.687562895.3125
106269661305290.6875-35629.6875
107125390267847.518518519-142457.518518519
108510834398818.8112015.2
109321896553455.80952381-231559.809523809
110249898305290.6875-55392.6875
111408881305290.6875103590.3125
112158492267847.518518519-109355.518518519
113292154267847.51851851924306.4814814815
114289513260725.37528787.625
115378049305290.687572758.3125
116343466305290.687538175.3125
117332743305290.687527452.3125
118442882398818.844063.2
119214215260725.375-46510.375
120315688305290.687510397.3125
121375195553455.80952381-178260.809523809
122334280305290.687528989.3125
123355864491791.181818182-135927.181818182
124480382398818.881563.2
125353058260725.37592332.625
126217193260725.375-43532.375
127315380314858.418269231521.581730769249
128314533314858.418269231-325.418269230751
129318056314858.4182692313197.58173076925
130315380314858.418269231521.581730769249
131314353314858.418269231-505.418269230751
132369448305290.687564157.3125
133315380314858.418269231521.581730769249
134312846314858.418269231-2012.41826923075
135312075305290.68756784.3125
136315009314858.418269231150.581730769249
137318903314858.4182692314044.58173076925
138314887314858.41826923128.5817307692487
139314913305290.68759622.3125
140315380314858.418269231521.581730769249
141325506314858.41826923110647.5817307692
142315380314858.418269231521.581730769249
143298568305290.6875-6722.6875
144315834314858.418269231975.581730769249
145329784305290.687524493.3125
146312878314858.418269231-1980.41826923075
147315380314858.418269231521.581730769249
148314987314858.418269231128.581730769249
149325249314858.41826923110390.5817307692
150315877314858.4182692311018.58173076925
151291650305290.6875-13640.6875
152305959305290.6875668.3125
153315380314858.418269231521.581730769249
154297765305290.6875-7525.6875
155315245314858.418269231386.581730769249
156315380314858.418269231521.581730769249
157315380314858.418269231521.581730769249
158315236314858.418269231377.581730769249
159336425314858.41826923121566.5817307692
160315380314858.418269231521.581730769249
161315380314858.418269231521.581730769249
162315380314858.418269231521.581730769249
163315380314858.418269231521.581730769249
164306268305290.6875977.3125
165302187305290.6875-3103.6875
166314882314858.41826923123.5817307692487
167315380314858.418269231521.581730769249
168382712378225.3754486.625
169341570267847.51851851973722.4814814815
170315380314858.418269231521.581730769249
171315380314858.418269231521.581730769249
172312412314858.418269231-2446.41826923075
173315380314858.418269231521.581730769249
174309596314858.418269231-5262.41826923075
175315380314858.418269231521.581730769249
176315547314858.418269231688.581730769249
177313267491791.181818182-178524.181818182
178316176314858.4182692311317.58173076925
179315380314858.418269231521.581730769249
180315380314858.418269231521.581730769249
181359335305290.687554044.3125
182330068305290.687524777.3125
183314289305290.68758998.3125
184297413305290.6875-7877.6875
185314806314858.418269231-52.4182692307513
186333210305290.687527919.3125
187352108305290.687546817.3125
188313332314858.418269231-1526.41826923075
189291787314858.418269231-23071.4182692308
190315380314858.418269231521.581730769249
191318745314858.4182692313886.58173076925
192315380314858.418269231521.581730769249
193315366314858.418269231507.581730769249
194315380314858.418269231521.581730769249
195315688314858.418269231829.581730769249
196315380314858.418269231521.581730769249
197409642553455.80952381-143813.809523809
198315380314858.418269231521.581730769249
199315380314858.418269231521.581730769249
200269587305290.6875-35703.6875
201315380314858.418269231521.581730769249
202315380314858.418269231521.581730769249
203315380314858.418269231521.581730769249
204300962314858.418269231-13896.4182692308
205325479398818.8-73339.8
206316155314858.4182692311296.58173076925
207318574314858.4182692313715.58173076925
208315380314858.418269231521.581730769249
209343613378225.375-34612.375
210306948314858.418269231-7910.41826923075
211315380314858.418269231521.581730769249
212315380314858.418269231521.581730769249
213330059314858.41826923115200.5817307692
214288985305290.6875-16305.6875
215304485305290.6875-805.6875
216315380314858.418269231521.581730769249
217315688314858.418269231829.581730769249
218317736314858.4182692312877.58173076925
219315380314858.418269231521.581730769249
220322331305290.687517040.3125
221296656314858.418269231-18202.4182692308
222315380314858.418269231521.581730769249
223315354314858.418269231495.581730769249
224312161305290.68756870.3125
225315576314858.418269231717.581730769249
226314922314858.41826923163.5817307692487
227314551314858.418269231-307.418269230751
228315380314858.418269231521.581730769249
229312339314858.418269231-2519.41826923075
230315380314858.418269231521.581730769249
231298700314858.418269231-16158.4182692308
232321376305290.687516085.3125
233315380314858.418269231521.581730769249
234303230314858.418269231-11628.4182692308
235315380314858.418269231521.581730769249
236315487314858.418269231628.581730769249
237315380314858.418269231521.581730769249
238315793314858.418269231934.581730769249
239315380314858.418269231521.581730769249
240315380314858.418269231521.581730769249
241315380314858.418269231521.581730769249
242312887314858.418269231-1971.41826923075
243315380314858.418269231521.581730769249
244315637314858.418269231778.581730769249
245324385260725.37563659.625
246315380314858.418269231521.581730769249
247315380314858.418269231521.581730769249
248308989314858.418269231-5869.41826923075
249315380314858.418269231521.581730769249
250315380314858.418269231521.581730769249
251296702314858.418269231-18156.4182692308
252315380314858.418269231521.581730769249
253307322314858.418269231-7536.41826923075
254304376305290.6875-914.6875
255253588267847.518518519-14259.5185185185
256315380314858.418269231521.581730769249
257309560314858.418269231-5298.41826923075
258298466378225.375-79759.375
259315380314858.418269231521.581730769249
260315380314858.418269231521.581730769249
261315380314858.418269231521.581730769249
262315380314858.418269231521.581730769249
263343929339229.4285714294699.57142857142
264331955314858.41826923117096.5817307692
265315380314858.418269231521.581730769249
266315380314858.418269231521.581730769249
267315380314858.418269231521.581730769249
268381180339229.42857142941950.5714285714
269315380314858.418269231521.581730769249
270331420339229.428571429-7809.42857142858
271315380314858.418269231521.581730769249
272315380314858.418269231521.581730769249
273315380314858.418269231521.581730769249
274310201314858.418269231-4657.41826923075
275315380314858.418269231521.581730769249
276320016314858.4182692315157.58173076925
277320398314858.4182692315539.58173076925
278315380314858.418269231521.581730769249
279291841305290.6875-13449.6875
280310670339229.428571429-28559.4285714286
281315380314858.418269231521.581730769249
282315380314858.418269231521.581730769249
283313491314858.418269231-1367.41826923075
284315380314858.418269231521.581730769249
285331323339229.428571429-7906.42857142858
286315380314858.418269231521.581730769249
287319210305290.687513919.3125
288318098314858.4182692313239.58173076925
289315380314858.418269231521.581730769249
290292754314858.418269231-22104.4182692308
291315380314858.418269231521.581730769249
292325176314858.41826923110317.5817307692
293365959305290.687560668.3125
294315380314858.418269231521.581730769249
295302409314858.418269231-12449.4182692308
296340968314858.41826923126109.5817307692
297315380314858.418269231521.581730769249
298315380314858.418269231521.581730769249
299315380314858.418269231521.581730769249
300315380314858.418269231521.581730769249
301313164314858.418269231-1694.41826923075
302301164314858.418269231-13694.4182692308
303315380314858.418269231521.581730769249
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305344425314858.41826923129566.5817307692
306315394314858.418269231535.581730769249
307315380314858.418269231521.581730769249
308316647314858.4182692311788.58173076925
309309836314858.418269231-5022.41826923075
310315380314858.418269231521.581730769249
311315380314858.418269231521.581730769249
312346611398818.8-52207.8
313315380314858.418269231521.581730769249
314322031314858.4182692317172.58173076925
315315656314858.418269231797.581730769249
316339445339229.428571429215.57142857142
317314964314858.418269231105.581730769249
318297141314858.418269231-17717.4182692308
319315372314858.418269231513.581730769249
320315380314858.418269231521.581730769249
321315380314858.418269231521.581730769249
322315380314858.418269231521.581730769249
323315380314858.418269231521.581730769249
324315380314858.418269231521.581730769249
325315380314858.418269231521.581730769249
326312502314858.418269231-2356.41826923075
327315380314858.418269231521.581730769249
328315380314858.418269231521.581730769249
329315380314858.418269231521.581730769249
330315380314858.418269231521.581730769249
331315380314858.418269231521.581730769249
332315380314858.418269231521.581730769249
333315380314858.418269231521.581730769249
334313729314858.418269231-1129.41826923075
335315388314858.418269231529.581730769249
336315371314858.418269231512.581730769249
337296139305290.6875-9151.6875
338315380314858.418269231521.581730769249
339313880314858.418269231-978.418269230751
340317698314858.4182692312839.58173076925
341295580314858.418269231-19278.4182692308
342315380314858.418269231521.581730769249
343315380314858.418269231521.581730769249
344315380314858.418269231521.581730769249
345308256305290.68752965.3125
346315380314858.418269231521.581730769249
347303677314858.418269231-11181.4182692308
348315380314858.418269231521.581730769249
349315380314858.418269231521.581730769249
350319369305290.687514078.3125
351318690314858.4182692313831.58173076925
352314049314858.418269231-809.418269230751
353325699305290.687520408.3125
354314210314858.418269231-648.418269230751
355315380314858.418269231521.581730769249
356315380314858.418269231521.581730769249
357322378305290.687517087.3125
358315380314858.418269231521.581730769249
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418290476305290.6875-14814.6875
419275311305290.6875-29979.6875
420246541305290.6875-58749.6875
421253468305290.6875-51822.6875
422240897267847.518518519-26950.5185185185
423-83265267847.518518519-351112.518518519
424-42143267847.518518519-309990.518518519
425272713305290.6875-32577.6875
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42742754267847.518518519-225093.518518519
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430372631553455.80952381-180824.809523809
431-7170267847.518518519-275017.518518519


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 4 ; par2 = none ; par3 = 3 ; par4 = no ;
Parameters (R input):
par1 = 4 ; 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')
}