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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 19:39:59 +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/t1292960384pw59oiem2gatm2t.htm/, Retrieved Sun, 19 May 2024 21:15:53 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=113898, Retrieved Sun, 19 May 2024 21:15:53 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact94

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 19:39:59] [288f03f47c5783dcaccb816dacc66894] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
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309422	74271	91031489	3982191
286963	155799	469288845	1328355
269753	17460	66720480	859800
448243	105920	249011300	2407360
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204325	1930	70917850	146980
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290476	22700	70693475	1245700
275311	30480	87891620	1660944
246541	661	43573120	65920
253468	1013	70677010	69770
240897	210456	206710452	5378542
-83265	783904	-167674760	-989060
-42143	130520	364346580	1116600
272713	45280	124913936	1103480
215362	418938	342497142	5497116
42754	83979	204956748	1076292
306275	8692256	5602871472	38375832
253537	296064	735626520	2544320
372631	1310296	1179875840	6659840
-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 time43 seconds
R Server'George Udny Yule' @ 72.249.76.132

\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 & 43 seconds \tabularnewline
R Server & 'George Udny Yule' @ 72.249.76.132 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113898&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]43 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'George Udny Yule' @ 72.249.76.132[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113898&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113898&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 time43 seconds
R Server'George Udny Yule' @ 72.249.76.132






Goodness of Fit
Correlation0.7176
R-squared0.5149
RMSE299497.7444

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.7176 \tabularnewline
R-squared & 0.5149 \tabularnewline
RMSE & 299497.7444 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113898&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.7176[/C][/ROW]
[ROW][C]R-squared[/C][C]0.5149[/C][/ROW]
[ROW][C]RMSE[/C][C]299497.7444[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113898&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113898&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
Correlation0.7176
R-squared0.5149
RMSE299497.7444






Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
162821542339778.33942375.7
243210232339778.31981244.7
341119122339778.31772133.7
4223193314478.457575758-91285.4575757576
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
131405225314478.4575757581090746.54242424
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
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411309422372005.653061224-62583.6530612245
412286963314478.457575758-27515.4575757576
413269753314478.457575758-44725.4575757576
414448243372005.65306122476237.3469387755
415165404314478.457575758-149074.457575758
416204325314478.457575758-110153.457575758
417407159314478.45757575892680.5424242424
418290476314478.457575758-24002.4575757576
419275311314478.457575758-39167.4575757576
420246541314478.457575758-67937.4575757576
421253468314478.457575758-61010.4575757576
422240897372005.653061224-131108.653061224
423-83265314478.457575758-397743.457575758
424-42143314478.457575758-356621.457575758
425272713314478.457575758-41765.4575757576
426215362372005.653061224-156643.653061224
42742754314478.457575758-271724.457575758
4283062752339778.3-2033503.3
429253537553455.80952381-299918.809523809
430372631553455.80952381-180824.809523809
431-7170314478.457575758-321648.457575758

\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 & 314478.457575758 & -91285.4575757576 \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 & 314478.457575758 & 1090746.54242424 \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 & 372005.653061224 & -162547.653061224 \tabularnewline
29 & 786690 & 314478.457575758 & 472211.542424242 \tabularnewline
30 & 439798 & 553455.80952381 & -113657.809523809 \tabularnewline
31 & 688779 & 372005.653061224 & 316773.346938776 \tabularnewline
32 & 574339 & 553455.80952381 & 20883.1904761905 \tabularnewline
33 & 741409 & 553455.80952381 & 187953.190476191 \tabularnewline
34 & 597793 & 372005.653061224 & 225787.346938776 \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 & 372005.653061224 & 178602.346938776 \tabularnewline
40 & 207393 & 372005.653061224 & -164612.653061224 \tabularnewline
41 & 301607 & 553455.80952381 & -251848.809523809 \tabularnewline
42 & 345783 & 553455.80952381 & -207672.809523809 \tabularnewline
43 & 501749 & 372005.653061224 & 129743.346938776 \tabularnewline
44 & 379983 & 553455.80952381 & -173472.809523809 \tabularnewline
45 & 387475 & 372005.653061224 & 15469.3469387755 \tabularnewline
46 & 377305 & 372005.653061224 & 5299.3469387755 \tabularnewline
47 & 370837 & 553455.80952381 & -182618.809523809 \tabularnewline
48 & 430866 & 553455.80952381 & -122589.809523809 \tabularnewline
49 & 469107 & 553455.80952381 & -84348.8095238095 \tabularnewline
50 & 194493 & 372005.653061224 & -177512.653061224 \tabularnewline
51 & 530670 & 372005.653061224 & 158664.346938776 \tabularnewline
52 & 518365 & 553455.80952381 & -35090.8095238095 \tabularnewline
53 & 491303 & 553455.80952381 & -62152.8095238095 \tabularnewline
54 & 527021 & 372005.653061224 & 155015.346938776 \tabularnewline
55 & 233773 & 553455.80952381 & -319682.809523809 \tabularnewline
56 & 405972 & 372005.653061224 & 33966.3469387755 \tabularnewline
57 & 652925 & 314478.457575758 & 338446.542424242 \tabularnewline
58 & 446211 & 372005.653061224 & 74205.3469387755 \tabularnewline
59 & 341340 & 372005.653061224 & -30665.6530612245 \tabularnewline
60 & 387699 & 553455.80952381 & -165756.809523809 \tabularnewline
61 & 493408 & 553455.80952381 & -60047.8095238095 \tabularnewline
62 & 146494 & 314478.457575758 & -167984.457575758 \tabularnewline
63 & 414462 & 372005.653061224 & 42456.3469387755 \tabularnewline
64 & 364304 & 553455.80952381 & -189151.809523809 \tabularnewline
65 & 355178 & 372005.653061224 & -16827.6530612245 \tabularnewline
66 & 357760 & 553455.80952381 & -195695.809523809 \tabularnewline
67 & 261216 & 314478.457575758 & -53262.4575757576 \tabularnewline
68 & 397144 & 372005.653061224 & 25138.3469387755 \tabularnewline
69 & 374943 & 372005.653061224 & 2937.34693877550 \tabularnewline
70 & 424898 & 372005.653061224 & 52892.3469387755 \tabularnewline
71 & 202055 & 314478.457575758 & -112423.457575758 \tabularnewline
72 & 378525 & 314478.457575758 & 64046.5424242424 \tabularnewline
73 & 310768 & 372005.653061224 & -61237.6530612245 \tabularnewline
74 & 325738 & 314478.457575758 & 11259.5424242424 \tabularnewline
75 & 394510 & 372005.653061224 & 22504.3469387755 \tabularnewline
76 & 247060 & 314478.457575758 & -67418.4575757576 \tabularnewline
77 & 368078 & 372005.653061224 & -3927.6530612245 \tabularnewline
78 & 236761 & 314478.457575758 & -77717.4575757576 \tabularnewline
79 & 312378 & 372005.653061224 & -59627.6530612245 \tabularnewline
80 & 339836 & 314478.457575758 & 25357.5424242424 \tabularnewline
81 & 347385 & 314478.457575758 & 32906.5424242424 \tabularnewline
82 & 426280 & 372005.653061224 & 54274.3469387755 \tabularnewline
83 & 352850 & 372005.653061224 & -19155.6530612245 \tabularnewline
84 & 301881 & 314478.457575758 & -12597.4575757576 \tabularnewline
85 & 377516 & 314478.457575758 & 63037.5424242424 \tabularnewline
86 & 357312 & 372005.653061224 & -14693.6530612245 \tabularnewline
87 & 458343 & 372005.653061224 & 86337.3469387755 \tabularnewline
88 & 354228 & 314478.457575758 & 39749.5424242424 \tabularnewline
89 & 308636 & 372005.653061224 & -63369.6530612245 \tabularnewline
90 & 386212 & 314478.457575758 & 71733.5424242424 \tabularnewline
91 & 393343 & 372005.653061224 & 21337.3469387755 \tabularnewline
92 & 378509 & 372005.653061224 & 6503.3469387755 \tabularnewline
93 & 452469 & 372005.653061224 & 80463.3469387755 \tabularnewline
94 & 364839 & 553455.80952381 & -188616.809523809 \tabularnewline
95 & 358649 & 314478.457575758 & 44170.5424242424 \tabularnewline
96 & 376641 & 314478.457575758 & 62162.5424242424 \tabularnewline
97 & 429112 & 314478.457575758 & 114633.542424242 \tabularnewline
98 & 330546 & 314478.457575758 & 16067.5424242424 \tabularnewline
99 & 403560 & 372005.653061224 & 31554.3469387755 \tabularnewline
100 & 317892 & 314478.457575758 & 3413.54242424242 \tabularnewline
101 & 307528 & 372005.653061224 & -64477.6530612245 \tabularnewline
102 & 235133 & 314478.457575758 & -79345.4575757576 \tabularnewline
103 & 299243 & 372005.653061224 & -72762.6530612245 \tabularnewline
104 & 314073 & 314478.457575758 & -405.457575757580 \tabularnewline
105 & 368186 & 314478.457575758 & 53707.5424242424 \tabularnewline
106 & 269661 & 314478.457575758 & -44817.4575757576 \tabularnewline
107 & 125390 & 372005.653061224 & -246615.653061224 \tabularnewline
108 & 510834 & 314478.457575758 & 196355.542424242 \tabularnewline
109 & 321896 & 553455.80952381 & -231559.809523809 \tabularnewline
110 & 249898 & 314478.457575758 & -64580.4575757576 \tabularnewline
111 & 408881 & 314478.457575758 & 94402.5424242424 \tabularnewline
112 & 158492 & 314478.457575758 & -155986.457575758 \tabularnewline
113 & 292154 & 372005.653061224 & -79851.6530612245 \tabularnewline
114 & 289513 & 314478.457575758 & -24965.4575757576 \tabularnewline
115 & 378049 & 314478.457575758 & 63570.5424242424 \tabularnewline
116 & 343466 & 314478.457575758 & 28987.5424242424 \tabularnewline
117 & 332743 & 314478.457575758 & 18264.5424242424 \tabularnewline
118 & 442882 & 314478.457575758 & 128403.542424242 \tabularnewline
119 & 214215 & 314478.457575758 & -100263.457575758 \tabularnewline
120 & 315688 & 314478.457575758 & 1209.54242424242 \tabularnewline
121 & 375195 & 553455.80952381 & -178260.809523809 \tabularnewline
122 & 334280 & 314478.457575758 & 19801.5424242424 \tabularnewline
123 & 355864 & 372005.653061224 & -16141.6530612245 \tabularnewline
124 & 480382 & 372005.653061224 & 108376.346938776 \tabularnewline
125 & 353058 & 314478.457575758 & 38579.5424242424 \tabularnewline
126 & 217193 & 314478.457575758 & -97285.4575757576 \tabularnewline
127 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
128 & 314533 & 314478.457575758 & 54.5424242424197 \tabularnewline
129 & 318056 & 314478.457575758 & 3577.54242424242 \tabularnewline
130 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
131 & 314353 & 314478.457575758 & -125.457575757580 \tabularnewline
132 & 369448 & 314478.457575758 & 54969.5424242424 \tabularnewline
133 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
134 & 312846 & 314478.457575758 & -1632.45757575758 \tabularnewline
135 & 312075 & 314478.457575758 & -2403.45757575758 \tabularnewline
136 & 315009 & 314478.457575758 & 530.54242424242 \tabularnewline
137 & 318903 & 314478.457575758 & 4424.54242424242 \tabularnewline
138 & 314887 & 314478.457575758 & 408.54242424242 \tabularnewline
139 & 314913 & 314478.457575758 & 434.542424242420 \tabularnewline
140 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
141 & 325506 & 314478.457575758 & 11027.5424242424 \tabularnewline
142 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
143 & 298568 & 314478.457575758 & -15910.4575757576 \tabularnewline
144 & 315834 & 314478.457575758 & 1355.54242424242 \tabularnewline
145 & 329784 & 314478.457575758 & 15305.5424242424 \tabularnewline
146 & 312878 & 314478.457575758 & -1600.45757575758 \tabularnewline
147 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
148 & 314987 & 314478.457575758 & 508.54242424242 \tabularnewline
149 & 325249 & 314478.457575758 & 10770.5424242424 \tabularnewline
150 & 315877 & 314478.457575758 & 1398.54242424242 \tabularnewline
151 & 291650 & 314478.457575758 & -22828.4575757576 \tabularnewline
152 & 305959 & 372005.653061224 & -66046.6530612245 \tabularnewline
153 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
154 & 297765 & 314478.457575758 & -16713.4575757576 \tabularnewline
155 & 315245 & 314478.457575758 & 766.54242424242 \tabularnewline
156 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
157 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
158 & 315236 & 314478.457575758 & 757.54242424242 \tabularnewline
159 & 336425 & 314478.457575758 & 21946.5424242424 \tabularnewline
160 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
161 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
162 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
163 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
164 & 306268 & 314478.457575758 & -8210.45757575758 \tabularnewline
165 & 302187 & 314478.457575758 & -12291.4575757576 \tabularnewline
166 & 314882 & 314478.457575758 & 403.542424242420 \tabularnewline
167 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
168 & 382712 & 314478.457575758 & 68233.5424242424 \tabularnewline
169 & 341570 & 372005.653061224 & -30435.6530612245 \tabularnewline
170 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
171 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
172 & 312412 & 314478.457575758 & -2066.45757575758 \tabularnewline
173 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
174 & 309596 & 314478.457575758 & -4882.45757575758 \tabularnewline
175 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
176 & 315547 & 314478.457575758 & 1068.54242424242 \tabularnewline
177 & 313267 & 372005.653061224 & -58738.6530612245 \tabularnewline
178 & 316176 & 314478.457575758 & 1697.54242424242 \tabularnewline
179 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
180 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
181 & 359335 & 314478.457575758 & 44856.5424242424 \tabularnewline
182 & 330068 & 314478.457575758 & 15589.5424242424 \tabularnewline
183 & 314289 & 314478.457575758 & -189.457575757580 \tabularnewline
184 & 297413 & 314478.457575758 & -17065.4575757576 \tabularnewline
185 & 314806 & 314478.457575758 & 327.54242424242 \tabularnewline
186 & 333210 & 314478.457575758 & 18731.5424242424 \tabularnewline
187 & 352108 & 314478.457575758 & 37629.5424242424 \tabularnewline
188 & 313332 & 314478.457575758 & -1146.45757575758 \tabularnewline
189 & 291787 & 314478.457575758 & -22691.4575757576 \tabularnewline
190 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
191 & 318745 & 314478.457575758 & 4266.54242424242 \tabularnewline
192 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
193 & 315366 & 314478.457575758 & 887.54242424242 \tabularnewline
194 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
195 & 315688 & 314478.457575758 & 1209.54242424242 \tabularnewline
196 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
197 & 409642 & 553455.80952381 & -143813.809523809 \tabularnewline
198 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
199 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
200 & 269587 & 314478.457575758 & -44891.4575757576 \tabularnewline
201 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
202 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
203 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
204 & 300962 & 314478.457575758 & -13516.4575757576 \tabularnewline
205 & 325479 & 314478.457575758 & 11000.5424242424 \tabularnewline
206 & 316155 & 314478.457575758 & 1676.54242424242 \tabularnewline
207 & 318574 & 314478.457575758 & 4095.54242424242 \tabularnewline
208 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
209 & 343613 & 314478.457575758 & 29134.5424242424 \tabularnewline
210 & 306948 & 314478.457575758 & -7530.45757575758 \tabularnewline
211 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
212 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
213 & 330059 & 314478.457575758 & 15580.5424242424 \tabularnewline
214 & 288985 & 314478.457575758 & -25493.4575757576 \tabularnewline
215 & 304485 & 314478.457575758 & -9993.45757575758 \tabularnewline
216 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
217 & 315688 & 314478.457575758 & 1209.54242424242 \tabularnewline
218 & 317736 & 314478.457575758 & 3257.54242424242 \tabularnewline
219 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
220 & 322331 & 314478.457575758 & 7852.54242424242 \tabularnewline
221 & 296656 & 314478.457575758 & -17822.4575757576 \tabularnewline
222 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
223 & 315354 & 314478.457575758 & 875.54242424242 \tabularnewline
224 & 312161 & 314478.457575758 & -2317.45757575758 \tabularnewline
225 & 315576 & 314478.457575758 & 1097.54242424242 \tabularnewline
226 & 314922 & 314478.457575758 & 443.542424242420 \tabularnewline
227 & 314551 & 314478.457575758 & 72.5424242424197 \tabularnewline
228 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
229 & 312339 & 314478.457575758 & -2139.45757575758 \tabularnewline
230 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
231 & 298700 & 314478.457575758 & -15778.4575757576 \tabularnewline
232 & 321376 & 314478.457575758 & 6897.54242424242 \tabularnewline
233 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
234 & 303230 & 314478.457575758 & -11248.4575757576 \tabularnewline
235 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
236 & 315487 & 314478.457575758 & 1008.54242424242 \tabularnewline
237 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
238 & 315793 & 314478.457575758 & 1314.54242424242 \tabularnewline
239 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
240 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
241 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
242 & 312887 & 314478.457575758 & -1591.45757575758 \tabularnewline
243 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
244 & 315637 & 314478.457575758 & 1158.54242424242 \tabularnewline
245 & 324385 & 314478.457575758 & 9906.54242424242 \tabularnewline
246 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
247 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
248 & 308989 & 314478.457575758 & -5489.45757575758 \tabularnewline
249 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
250 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
251 & 296702 & 314478.457575758 & -17776.4575757576 \tabularnewline
252 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
253 & 307322 & 314478.457575758 & -7156.45757575758 \tabularnewline
254 & 304376 & 372005.653061224 & -67629.6530612245 \tabularnewline
255 & 253588 & 372005.653061224 & -118417.653061224 \tabularnewline
256 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
257 & 309560 & 314478.457575758 & -4918.45757575758 \tabularnewline
258 & 298466 & 314478.457575758 & -16012.4575757576 \tabularnewline
259 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
260 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
261 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
262 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
263 & 343929 & 314478.457575758 & 29450.5424242424 \tabularnewline
264 & 331955 & 314478.457575758 & 17476.5424242424 \tabularnewline
265 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
266 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
267 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
268 & 381180 & 314478.457575758 & 66701.5424242424 \tabularnewline
269 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
270 & 331420 & 314478.457575758 & 16941.5424242424 \tabularnewline
271 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
272 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
273 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
274 & 310201 & 314478.457575758 & -4277.45757575758 \tabularnewline
275 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
276 & 320016 & 314478.457575758 & 5537.54242424242 \tabularnewline
277 & 320398 & 314478.457575758 & 5919.54242424242 \tabularnewline
278 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
279 & 291841 & 314478.457575758 & -22637.4575757576 \tabularnewline
280 & 310670 & 314478.457575758 & -3808.45757575758 \tabularnewline
281 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
282 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
283 & 313491 & 314478.457575758 & -987.45757575758 \tabularnewline
284 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
285 & 331323 & 314478.457575758 & 16844.5424242424 \tabularnewline
286 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
287 & 319210 & 314478.457575758 & 4731.54242424242 \tabularnewline
288 & 318098 & 314478.457575758 & 3619.54242424242 \tabularnewline
289 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
290 & 292754 & 314478.457575758 & -21724.4575757576 \tabularnewline
291 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
292 & 325176 & 314478.457575758 & 10697.5424242424 \tabularnewline
293 & 365959 & 314478.457575758 & 51480.5424242424 \tabularnewline
294 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
295 & 302409 & 314478.457575758 & -12069.4575757576 \tabularnewline
296 & 340968 & 314478.457575758 & 26489.5424242424 \tabularnewline
297 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
298 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
299 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
300 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
301 & 313164 & 314478.457575758 & -1314.45757575758 \tabularnewline
302 & 301164 & 314478.457575758 & -13314.4575757576 \tabularnewline
303 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
304 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
305 & 344425 & 314478.457575758 & 29946.5424242424 \tabularnewline
306 & 315394 & 314478.457575758 & 915.54242424242 \tabularnewline
307 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
308 & 316647 & 314478.457575758 & 2168.54242424242 \tabularnewline
309 & 309836 & 314478.457575758 & -4642.45757575758 \tabularnewline
310 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
311 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
312 & 346611 & 372005.653061224 & -25394.6530612245 \tabularnewline
313 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
314 & 322031 & 314478.457575758 & 7552.54242424242 \tabularnewline
315 & 315656 & 314478.457575758 & 1177.54242424242 \tabularnewline
316 & 339445 & 314478.457575758 & 24966.5424242424 \tabularnewline
317 & 314964 & 314478.457575758 & 485.54242424242 \tabularnewline
318 & 297141 & 314478.457575758 & -17337.4575757576 \tabularnewline
319 & 315372 & 314478.457575758 & 893.54242424242 \tabularnewline
320 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
321 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
322 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
323 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
324 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
325 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
326 & 312502 & 314478.457575758 & -1976.45757575758 \tabularnewline
327 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
328 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
329 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
330 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
331 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
332 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
333 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
334 & 313729 & 314478.457575758 & -749.45757575758 \tabularnewline
335 & 315388 & 314478.457575758 & 909.54242424242 \tabularnewline
336 & 315371 & 314478.457575758 & 892.54242424242 \tabularnewline
337 & 296139 & 314478.457575758 & -18339.4575757576 \tabularnewline
338 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
339 & 313880 & 314478.457575758 & -598.45757575758 \tabularnewline
340 & 317698 & 314478.457575758 & 3219.54242424242 \tabularnewline
341 & 295580 & 314478.457575758 & -18898.4575757576 \tabularnewline
342 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
343 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
344 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
345 & 308256 & 314478.457575758 & -6222.45757575758 \tabularnewline
346 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
347 & 303677 & 314478.457575758 & -10801.4575757576 \tabularnewline
348 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
349 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
350 & 319369 & 314478.457575758 & 4890.54242424242 \tabularnewline
351 & 318690 & 314478.457575758 & 4211.54242424242 \tabularnewline
352 & 314049 & 314478.457575758 & -429.45757575758 \tabularnewline
353 & 325699 & 314478.457575758 & 11220.5424242424 \tabularnewline
354 & 314210 & 314478.457575758 & -268.457575757580 \tabularnewline
355 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
356 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
357 & 322378 & 314478.457575758 & 7899.54242424242 \tabularnewline
358 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
359 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
360 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
361 & 315398 & 314478.457575758 & 919.54242424242 \tabularnewline
362 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
363 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
364 & 308336 & 314478.457575758 & -6142.45757575758 \tabularnewline
365 & 316386 & 314478.457575758 & 1907.54242424242 \tabularnewline
366 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
367 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
368 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
369 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
370 & 315553 & 314478.457575758 & 1074.54242424242 \tabularnewline
371 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
372 & 323361 & 314478.457575758 & 8882.54242424242 \tabularnewline
373 & 336639 & 314478.457575758 & 22160.5424242424 \tabularnewline
374 & 307424 & 314478.457575758 & -7054.45757575758 \tabularnewline
375 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
376 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
377 & 295370 & 314478.457575758 & -19108.4575757576 \tabularnewline
378 & 322340 & 314478.457575758 & 7861.54242424242 \tabularnewline
379 & 319864 & 314478.457575758 & 5385.54242424242 \tabularnewline
380 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
381 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
382 & 317291 & 314478.457575758 & 2812.54242424242 \tabularnewline
383 & 280398 & 314478.457575758 & -34080.4575757576 \tabularnewline
384 & 315380 & 314478.457575758 & 901.54242424242 \tabularnewline
385 & 317330 & 314478.457575758 & 2851.54242424242 \tabularnewline
386 & 238125 & 314478.457575758 & -76353.4575757576 \tabularnewline
387 & 327071 & 314478.457575758 & 12592.5424242424 \tabularnewline
388 & 309038 & 314478.457575758 & -5440.45757575758 \tabularnewline
389 & 314210 & 314478.457575758 & -268.457575757580 \tabularnewline
390 & 307930 & 314478.457575758 & -6548.45757575758 \tabularnewline
391 & 322327 & 314478.457575758 & 7848.54242424242 \tabularnewline
392 & 292136 & 314478.457575758 & -22342.4575757576 \tabularnewline
393 & 263276 & 314478.457575758 & -51202.4575757576 \tabularnewline
394 & 367655 & 314478.457575758 & 53176.5424242424 \tabularnewline
395 & 283910 & 314478.457575758 & -30568.4575757576 \tabularnewline
396 & 283587 & 314478.457575758 & -30891.4575757576 \tabularnewline
397 & 243650 & 314478.457575758 & -70828.4575757576 \tabularnewline
398 & 438493 & 372005.653061224 & 66487.3469387755 \tabularnewline
399 & 296261 & 314478.457575758 & -18217.4575757576 \tabularnewline
400 & 230621 & 314478.457575758 & -83857.4575757576 \tabularnewline
401 & 304252 & 314478.457575758 & -10226.4575757576 \tabularnewline
402 & 333505 & 314478.457575758 & 19026.5424242424 \tabularnewline
403 & 296919 & 314478.457575758 & -17559.4575757576 \tabularnewline
404 & 278990 & 314478.457575758 & -35488.4575757576 \tabularnewline
405 & 276898 & 314478.457575758 & -37580.4575757576 \tabularnewline
406 & 327007 & 314478.457575758 & 12528.5424242424 \tabularnewline
407 & 317046 & 314478.457575758 & 2567.54242424242 \tabularnewline
408 & 304555 & 314478.457575758 & -9923.45757575758 \tabularnewline
409 & 298096 & 314478.457575758 & -16382.4575757576 \tabularnewline
410 & 231861 & 314478.457575758 & -82617.4575757576 \tabularnewline
411 & 309422 & 372005.653061224 & -62583.6530612245 \tabularnewline
412 & 286963 & 314478.457575758 & -27515.4575757576 \tabularnewline
413 & 269753 & 314478.457575758 & -44725.4575757576 \tabularnewline
414 & 448243 & 372005.653061224 & 76237.3469387755 \tabularnewline
415 & 165404 & 314478.457575758 & -149074.457575758 \tabularnewline
416 & 204325 & 314478.457575758 & -110153.457575758 \tabularnewline
417 & 407159 & 314478.457575758 & 92680.5424242424 \tabularnewline
418 & 290476 & 314478.457575758 & -24002.4575757576 \tabularnewline
419 & 275311 & 314478.457575758 & -39167.4575757576 \tabularnewline
420 & 246541 & 314478.457575758 & -67937.4575757576 \tabularnewline
421 & 253468 & 314478.457575758 & -61010.4575757576 \tabularnewline
422 & 240897 & 372005.653061224 & -131108.653061224 \tabularnewline
423 & -83265 & 314478.457575758 & -397743.457575758 \tabularnewline
424 & -42143 & 314478.457575758 & -356621.457575758 \tabularnewline
425 & 272713 & 314478.457575758 & -41765.4575757576 \tabularnewline
426 & 215362 & 372005.653061224 & -156643.653061224 \tabularnewline
427 & 42754 & 314478.457575758 & -271724.457575758 \tabularnewline
428 & 306275 & 2339778.3 & -2033503.3 \tabularnewline
429 & 253537 & 553455.80952381 & -299918.809523809 \tabularnewline
430 & 372631 & 553455.80952381 & -180824.809523809 \tabularnewline
431 & -7170 & 314478.457575758 & -321648.457575758 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113898&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]314478.457575758[/C][C]-91285.4575757576[/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]314478.457575758[/C][C]1090746.54242424[/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]372005.653061224[/C][C]-162547.653061224[/C][/ROW]
[ROW][C]29[/C][C]786690[/C][C]314478.457575758[/C][C]472211.542424242[/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]372005.653061224[/C][C]316773.346938776[/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]372005.653061224[/C][C]225787.346938776[/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]372005.653061224[/C][C]178602.346938776[/C][/ROW]
[ROW][C]40[/C][C]207393[/C][C]372005.653061224[/C][C]-164612.653061224[/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]372005.653061224[/C][C]129743.346938776[/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]372005.653061224[/C][C]15469.3469387755[/C][/ROW]
[ROW][C]46[/C][C]377305[/C][C]372005.653061224[/C][C]5299.3469387755[/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]372005.653061224[/C][C]-177512.653061224[/C][/ROW]
[ROW][C]51[/C][C]530670[/C][C]372005.653061224[/C][C]158664.346938776[/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]372005.653061224[/C][C]155015.346938776[/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]372005.653061224[/C][C]33966.3469387755[/C][/ROW]
[ROW][C]57[/C][C]652925[/C][C]314478.457575758[/C][C]338446.542424242[/C][/ROW]
[ROW][C]58[/C][C]446211[/C][C]372005.653061224[/C][C]74205.3469387755[/C][/ROW]
[ROW][C]59[/C][C]341340[/C][C]372005.653061224[/C][C]-30665.6530612245[/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]314478.457575758[/C][C]-167984.457575758[/C][/ROW]
[ROW][C]63[/C][C]414462[/C][C]372005.653061224[/C][C]42456.3469387755[/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]372005.653061224[/C][C]-16827.6530612245[/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]314478.457575758[/C][C]-53262.4575757576[/C][/ROW]
[ROW][C]68[/C][C]397144[/C][C]372005.653061224[/C][C]25138.3469387755[/C][/ROW]
[ROW][C]69[/C][C]374943[/C][C]372005.653061224[/C][C]2937.34693877550[/C][/ROW]
[ROW][C]70[/C][C]424898[/C][C]372005.653061224[/C][C]52892.3469387755[/C][/ROW]
[ROW][C]71[/C][C]202055[/C][C]314478.457575758[/C][C]-112423.457575758[/C][/ROW]
[ROW][C]72[/C][C]378525[/C][C]314478.457575758[/C][C]64046.5424242424[/C][/ROW]
[ROW][C]73[/C][C]310768[/C][C]372005.653061224[/C][C]-61237.6530612245[/C][/ROW]
[ROW][C]74[/C][C]325738[/C][C]314478.457575758[/C][C]11259.5424242424[/C][/ROW]
[ROW][C]75[/C][C]394510[/C][C]372005.653061224[/C][C]22504.3469387755[/C][/ROW]
[ROW][C]76[/C][C]247060[/C][C]314478.457575758[/C][C]-67418.4575757576[/C][/ROW]
[ROW][C]77[/C][C]368078[/C][C]372005.653061224[/C][C]-3927.6530612245[/C][/ROW]
[ROW][C]78[/C][C]236761[/C][C]314478.457575758[/C][C]-77717.4575757576[/C][/ROW]
[ROW][C]79[/C][C]312378[/C][C]372005.653061224[/C][C]-59627.6530612245[/C][/ROW]
[ROW][C]80[/C][C]339836[/C][C]314478.457575758[/C][C]25357.5424242424[/C][/ROW]
[ROW][C]81[/C][C]347385[/C][C]314478.457575758[/C][C]32906.5424242424[/C][/ROW]
[ROW][C]82[/C][C]426280[/C][C]372005.653061224[/C][C]54274.3469387755[/C][/ROW]
[ROW][C]83[/C][C]352850[/C][C]372005.653061224[/C][C]-19155.6530612245[/C][/ROW]
[ROW][C]84[/C][C]301881[/C][C]314478.457575758[/C][C]-12597.4575757576[/C][/ROW]
[ROW][C]85[/C][C]377516[/C][C]314478.457575758[/C][C]63037.5424242424[/C][/ROW]
[ROW][C]86[/C][C]357312[/C][C]372005.653061224[/C][C]-14693.6530612245[/C][/ROW]
[ROW][C]87[/C][C]458343[/C][C]372005.653061224[/C][C]86337.3469387755[/C][/ROW]
[ROW][C]88[/C][C]354228[/C][C]314478.457575758[/C][C]39749.5424242424[/C][/ROW]
[ROW][C]89[/C][C]308636[/C][C]372005.653061224[/C][C]-63369.6530612245[/C][/ROW]
[ROW][C]90[/C][C]386212[/C][C]314478.457575758[/C][C]71733.5424242424[/C][/ROW]
[ROW][C]91[/C][C]393343[/C][C]372005.653061224[/C][C]21337.3469387755[/C][/ROW]
[ROW][C]92[/C][C]378509[/C][C]372005.653061224[/C][C]6503.3469387755[/C][/ROW]
[ROW][C]93[/C][C]452469[/C][C]372005.653061224[/C][C]80463.3469387755[/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]314478.457575758[/C][C]44170.5424242424[/C][/ROW]
[ROW][C]96[/C][C]376641[/C][C]314478.457575758[/C][C]62162.5424242424[/C][/ROW]
[ROW][C]97[/C][C]429112[/C][C]314478.457575758[/C][C]114633.542424242[/C][/ROW]
[ROW][C]98[/C][C]330546[/C][C]314478.457575758[/C][C]16067.5424242424[/C][/ROW]
[ROW][C]99[/C][C]403560[/C][C]372005.653061224[/C][C]31554.3469387755[/C][/ROW]
[ROW][C]100[/C][C]317892[/C][C]314478.457575758[/C][C]3413.54242424242[/C][/ROW]
[ROW][C]101[/C][C]307528[/C][C]372005.653061224[/C][C]-64477.6530612245[/C][/ROW]
[ROW][C]102[/C][C]235133[/C][C]314478.457575758[/C][C]-79345.4575757576[/C][/ROW]
[ROW][C]103[/C][C]299243[/C][C]372005.653061224[/C][C]-72762.6530612245[/C][/ROW]
[ROW][C]104[/C][C]314073[/C][C]314478.457575758[/C][C]-405.457575757580[/C][/ROW]
[ROW][C]105[/C][C]368186[/C][C]314478.457575758[/C][C]53707.5424242424[/C][/ROW]
[ROW][C]106[/C][C]269661[/C][C]314478.457575758[/C][C]-44817.4575757576[/C][/ROW]
[ROW][C]107[/C][C]125390[/C][C]372005.653061224[/C][C]-246615.653061224[/C][/ROW]
[ROW][C]108[/C][C]510834[/C][C]314478.457575758[/C][C]196355.542424242[/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]314478.457575758[/C][C]-64580.4575757576[/C][/ROW]
[ROW][C]111[/C][C]408881[/C][C]314478.457575758[/C][C]94402.5424242424[/C][/ROW]
[ROW][C]112[/C][C]158492[/C][C]314478.457575758[/C][C]-155986.457575758[/C][/ROW]
[ROW][C]113[/C][C]292154[/C][C]372005.653061224[/C][C]-79851.6530612245[/C][/ROW]
[ROW][C]114[/C][C]289513[/C][C]314478.457575758[/C][C]-24965.4575757576[/C][/ROW]
[ROW][C]115[/C][C]378049[/C][C]314478.457575758[/C][C]63570.5424242424[/C][/ROW]
[ROW][C]116[/C][C]343466[/C][C]314478.457575758[/C][C]28987.5424242424[/C][/ROW]
[ROW][C]117[/C][C]332743[/C][C]314478.457575758[/C][C]18264.5424242424[/C][/ROW]
[ROW][C]118[/C][C]442882[/C][C]314478.457575758[/C][C]128403.542424242[/C][/ROW]
[ROW][C]119[/C][C]214215[/C][C]314478.457575758[/C][C]-100263.457575758[/C][/ROW]
[ROW][C]120[/C][C]315688[/C][C]314478.457575758[/C][C]1209.54242424242[/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]314478.457575758[/C][C]19801.5424242424[/C][/ROW]
[ROW][C]123[/C][C]355864[/C][C]372005.653061224[/C][C]-16141.6530612245[/C][/ROW]
[ROW][C]124[/C][C]480382[/C][C]372005.653061224[/C][C]108376.346938776[/C][/ROW]
[ROW][C]125[/C][C]353058[/C][C]314478.457575758[/C][C]38579.5424242424[/C][/ROW]
[ROW][C]126[/C][C]217193[/C][C]314478.457575758[/C][C]-97285.4575757576[/C][/ROW]
[ROW][C]127[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]128[/C][C]314533[/C][C]314478.457575758[/C][C]54.5424242424197[/C][/ROW]
[ROW][C]129[/C][C]318056[/C][C]314478.457575758[/C][C]3577.54242424242[/C][/ROW]
[ROW][C]130[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]131[/C][C]314353[/C][C]314478.457575758[/C][C]-125.457575757580[/C][/ROW]
[ROW][C]132[/C][C]369448[/C][C]314478.457575758[/C][C]54969.5424242424[/C][/ROW]
[ROW][C]133[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]134[/C][C]312846[/C][C]314478.457575758[/C][C]-1632.45757575758[/C][/ROW]
[ROW][C]135[/C][C]312075[/C][C]314478.457575758[/C][C]-2403.45757575758[/C][/ROW]
[ROW][C]136[/C][C]315009[/C][C]314478.457575758[/C][C]530.54242424242[/C][/ROW]
[ROW][C]137[/C][C]318903[/C][C]314478.457575758[/C][C]4424.54242424242[/C][/ROW]
[ROW][C]138[/C][C]314887[/C][C]314478.457575758[/C][C]408.54242424242[/C][/ROW]
[ROW][C]139[/C][C]314913[/C][C]314478.457575758[/C][C]434.542424242420[/C][/ROW]
[ROW][C]140[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]141[/C][C]325506[/C][C]314478.457575758[/C][C]11027.5424242424[/C][/ROW]
[ROW][C]142[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]143[/C][C]298568[/C][C]314478.457575758[/C][C]-15910.4575757576[/C][/ROW]
[ROW][C]144[/C][C]315834[/C][C]314478.457575758[/C][C]1355.54242424242[/C][/ROW]
[ROW][C]145[/C][C]329784[/C][C]314478.457575758[/C][C]15305.5424242424[/C][/ROW]
[ROW][C]146[/C][C]312878[/C][C]314478.457575758[/C][C]-1600.45757575758[/C][/ROW]
[ROW][C]147[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]148[/C][C]314987[/C][C]314478.457575758[/C][C]508.54242424242[/C][/ROW]
[ROW][C]149[/C][C]325249[/C][C]314478.457575758[/C][C]10770.5424242424[/C][/ROW]
[ROW][C]150[/C][C]315877[/C][C]314478.457575758[/C][C]1398.54242424242[/C][/ROW]
[ROW][C]151[/C][C]291650[/C][C]314478.457575758[/C][C]-22828.4575757576[/C][/ROW]
[ROW][C]152[/C][C]305959[/C][C]372005.653061224[/C][C]-66046.6530612245[/C][/ROW]
[ROW][C]153[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]154[/C][C]297765[/C][C]314478.457575758[/C][C]-16713.4575757576[/C][/ROW]
[ROW][C]155[/C][C]315245[/C][C]314478.457575758[/C][C]766.54242424242[/C][/ROW]
[ROW][C]156[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]157[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]158[/C][C]315236[/C][C]314478.457575758[/C][C]757.54242424242[/C][/ROW]
[ROW][C]159[/C][C]336425[/C][C]314478.457575758[/C][C]21946.5424242424[/C][/ROW]
[ROW][C]160[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]161[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]162[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]163[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]164[/C][C]306268[/C][C]314478.457575758[/C][C]-8210.45757575758[/C][/ROW]
[ROW][C]165[/C][C]302187[/C][C]314478.457575758[/C][C]-12291.4575757576[/C][/ROW]
[ROW][C]166[/C][C]314882[/C][C]314478.457575758[/C][C]403.542424242420[/C][/ROW]
[ROW][C]167[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]168[/C][C]382712[/C][C]314478.457575758[/C][C]68233.5424242424[/C][/ROW]
[ROW][C]169[/C][C]341570[/C][C]372005.653061224[/C][C]-30435.6530612245[/C][/ROW]
[ROW][C]170[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]171[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]172[/C][C]312412[/C][C]314478.457575758[/C][C]-2066.45757575758[/C][/ROW]
[ROW][C]173[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]174[/C][C]309596[/C][C]314478.457575758[/C][C]-4882.45757575758[/C][/ROW]
[ROW][C]175[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]176[/C][C]315547[/C][C]314478.457575758[/C][C]1068.54242424242[/C][/ROW]
[ROW][C]177[/C][C]313267[/C][C]372005.653061224[/C][C]-58738.6530612245[/C][/ROW]
[ROW][C]178[/C][C]316176[/C][C]314478.457575758[/C][C]1697.54242424242[/C][/ROW]
[ROW][C]179[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]180[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]181[/C][C]359335[/C][C]314478.457575758[/C][C]44856.5424242424[/C][/ROW]
[ROW][C]182[/C][C]330068[/C][C]314478.457575758[/C][C]15589.5424242424[/C][/ROW]
[ROW][C]183[/C][C]314289[/C][C]314478.457575758[/C][C]-189.457575757580[/C][/ROW]
[ROW][C]184[/C][C]297413[/C][C]314478.457575758[/C][C]-17065.4575757576[/C][/ROW]
[ROW][C]185[/C][C]314806[/C][C]314478.457575758[/C][C]327.54242424242[/C][/ROW]
[ROW][C]186[/C][C]333210[/C][C]314478.457575758[/C][C]18731.5424242424[/C][/ROW]
[ROW][C]187[/C][C]352108[/C][C]314478.457575758[/C][C]37629.5424242424[/C][/ROW]
[ROW][C]188[/C][C]313332[/C][C]314478.457575758[/C][C]-1146.45757575758[/C][/ROW]
[ROW][C]189[/C][C]291787[/C][C]314478.457575758[/C][C]-22691.4575757576[/C][/ROW]
[ROW][C]190[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]191[/C][C]318745[/C][C]314478.457575758[/C][C]4266.54242424242[/C][/ROW]
[ROW][C]192[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]193[/C][C]315366[/C][C]314478.457575758[/C][C]887.54242424242[/C][/ROW]
[ROW][C]194[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]195[/C][C]315688[/C][C]314478.457575758[/C][C]1209.54242424242[/C][/ROW]
[ROW][C]196[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/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]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]199[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]200[/C][C]269587[/C][C]314478.457575758[/C][C]-44891.4575757576[/C][/ROW]
[ROW][C]201[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]202[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]203[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]204[/C][C]300962[/C][C]314478.457575758[/C][C]-13516.4575757576[/C][/ROW]
[ROW][C]205[/C][C]325479[/C][C]314478.457575758[/C][C]11000.5424242424[/C][/ROW]
[ROW][C]206[/C][C]316155[/C][C]314478.457575758[/C][C]1676.54242424242[/C][/ROW]
[ROW][C]207[/C][C]318574[/C][C]314478.457575758[/C][C]4095.54242424242[/C][/ROW]
[ROW][C]208[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]209[/C][C]343613[/C][C]314478.457575758[/C][C]29134.5424242424[/C][/ROW]
[ROW][C]210[/C][C]306948[/C][C]314478.457575758[/C][C]-7530.45757575758[/C][/ROW]
[ROW][C]211[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]212[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]213[/C][C]330059[/C][C]314478.457575758[/C][C]15580.5424242424[/C][/ROW]
[ROW][C]214[/C][C]288985[/C][C]314478.457575758[/C][C]-25493.4575757576[/C][/ROW]
[ROW][C]215[/C][C]304485[/C][C]314478.457575758[/C][C]-9993.45757575758[/C][/ROW]
[ROW][C]216[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]217[/C][C]315688[/C][C]314478.457575758[/C][C]1209.54242424242[/C][/ROW]
[ROW][C]218[/C][C]317736[/C][C]314478.457575758[/C][C]3257.54242424242[/C][/ROW]
[ROW][C]219[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]220[/C][C]322331[/C][C]314478.457575758[/C][C]7852.54242424242[/C][/ROW]
[ROW][C]221[/C][C]296656[/C][C]314478.457575758[/C][C]-17822.4575757576[/C][/ROW]
[ROW][C]222[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]223[/C][C]315354[/C][C]314478.457575758[/C][C]875.54242424242[/C][/ROW]
[ROW][C]224[/C][C]312161[/C][C]314478.457575758[/C][C]-2317.45757575758[/C][/ROW]
[ROW][C]225[/C][C]315576[/C][C]314478.457575758[/C][C]1097.54242424242[/C][/ROW]
[ROW][C]226[/C][C]314922[/C][C]314478.457575758[/C][C]443.542424242420[/C][/ROW]
[ROW][C]227[/C][C]314551[/C][C]314478.457575758[/C][C]72.5424242424197[/C][/ROW]
[ROW][C]228[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]229[/C][C]312339[/C][C]314478.457575758[/C][C]-2139.45757575758[/C][/ROW]
[ROW][C]230[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]231[/C][C]298700[/C][C]314478.457575758[/C][C]-15778.4575757576[/C][/ROW]
[ROW][C]232[/C][C]321376[/C][C]314478.457575758[/C][C]6897.54242424242[/C][/ROW]
[ROW][C]233[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]234[/C][C]303230[/C][C]314478.457575758[/C][C]-11248.4575757576[/C][/ROW]
[ROW][C]235[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]236[/C][C]315487[/C][C]314478.457575758[/C][C]1008.54242424242[/C][/ROW]
[ROW][C]237[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]238[/C][C]315793[/C][C]314478.457575758[/C][C]1314.54242424242[/C][/ROW]
[ROW][C]239[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]240[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]241[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]242[/C][C]312887[/C][C]314478.457575758[/C][C]-1591.45757575758[/C][/ROW]
[ROW][C]243[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]244[/C][C]315637[/C][C]314478.457575758[/C][C]1158.54242424242[/C][/ROW]
[ROW][C]245[/C][C]324385[/C][C]314478.457575758[/C][C]9906.54242424242[/C][/ROW]
[ROW][C]246[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]247[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]248[/C][C]308989[/C][C]314478.457575758[/C][C]-5489.45757575758[/C][/ROW]
[ROW][C]249[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]250[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]251[/C][C]296702[/C][C]314478.457575758[/C][C]-17776.4575757576[/C][/ROW]
[ROW][C]252[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]253[/C][C]307322[/C][C]314478.457575758[/C][C]-7156.45757575758[/C][/ROW]
[ROW][C]254[/C][C]304376[/C][C]372005.653061224[/C][C]-67629.6530612245[/C][/ROW]
[ROW][C]255[/C][C]253588[/C][C]372005.653061224[/C][C]-118417.653061224[/C][/ROW]
[ROW][C]256[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]257[/C][C]309560[/C][C]314478.457575758[/C][C]-4918.45757575758[/C][/ROW]
[ROW][C]258[/C][C]298466[/C][C]314478.457575758[/C][C]-16012.4575757576[/C][/ROW]
[ROW][C]259[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]260[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]261[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]262[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]263[/C][C]343929[/C][C]314478.457575758[/C][C]29450.5424242424[/C][/ROW]
[ROW][C]264[/C][C]331955[/C][C]314478.457575758[/C][C]17476.5424242424[/C][/ROW]
[ROW][C]265[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]266[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]267[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]268[/C][C]381180[/C][C]314478.457575758[/C][C]66701.5424242424[/C][/ROW]
[ROW][C]269[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]270[/C][C]331420[/C][C]314478.457575758[/C][C]16941.5424242424[/C][/ROW]
[ROW][C]271[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]272[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]273[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]274[/C][C]310201[/C][C]314478.457575758[/C][C]-4277.45757575758[/C][/ROW]
[ROW][C]275[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]276[/C][C]320016[/C][C]314478.457575758[/C][C]5537.54242424242[/C][/ROW]
[ROW][C]277[/C][C]320398[/C][C]314478.457575758[/C][C]5919.54242424242[/C][/ROW]
[ROW][C]278[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]279[/C][C]291841[/C][C]314478.457575758[/C][C]-22637.4575757576[/C][/ROW]
[ROW][C]280[/C][C]310670[/C][C]314478.457575758[/C][C]-3808.45757575758[/C][/ROW]
[ROW][C]281[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]282[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]283[/C][C]313491[/C][C]314478.457575758[/C][C]-987.45757575758[/C][/ROW]
[ROW][C]284[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]285[/C][C]331323[/C][C]314478.457575758[/C][C]16844.5424242424[/C][/ROW]
[ROW][C]286[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]287[/C][C]319210[/C][C]314478.457575758[/C][C]4731.54242424242[/C][/ROW]
[ROW][C]288[/C][C]318098[/C][C]314478.457575758[/C][C]3619.54242424242[/C][/ROW]
[ROW][C]289[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]290[/C][C]292754[/C][C]314478.457575758[/C][C]-21724.4575757576[/C][/ROW]
[ROW][C]291[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]292[/C][C]325176[/C][C]314478.457575758[/C][C]10697.5424242424[/C][/ROW]
[ROW][C]293[/C][C]365959[/C][C]314478.457575758[/C][C]51480.5424242424[/C][/ROW]
[ROW][C]294[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]295[/C][C]302409[/C][C]314478.457575758[/C][C]-12069.4575757576[/C][/ROW]
[ROW][C]296[/C][C]340968[/C][C]314478.457575758[/C][C]26489.5424242424[/C][/ROW]
[ROW][C]297[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]298[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]299[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]300[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]301[/C][C]313164[/C][C]314478.457575758[/C][C]-1314.45757575758[/C][/ROW]
[ROW][C]302[/C][C]301164[/C][C]314478.457575758[/C][C]-13314.4575757576[/C][/ROW]
[ROW][C]303[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]304[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]305[/C][C]344425[/C][C]314478.457575758[/C][C]29946.5424242424[/C][/ROW]
[ROW][C]306[/C][C]315394[/C][C]314478.457575758[/C][C]915.54242424242[/C][/ROW]
[ROW][C]307[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]308[/C][C]316647[/C][C]314478.457575758[/C][C]2168.54242424242[/C][/ROW]
[ROW][C]309[/C][C]309836[/C][C]314478.457575758[/C][C]-4642.45757575758[/C][/ROW]
[ROW][C]310[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]311[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]312[/C][C]346611[/C][C]372005.653061224[/C][C]-25394.6530612245[/C][/ROW]
[ROW][C]313[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]314[/C][C]322031[/C][C]314478.457575758[/C][C]7552.54242424242[/C][/ROW]
[ROW][C]315[/C][C]315656[/C][C]314478.457575758[/C][C]1177.54242424242[/C][/ROW]
[ROW][C]316[/C][C]339445[/C][C]314478.457575758[/C][C]24966.5424242424[/C][/ROW]
[ROW][C]317[/C][C]314964[/C][C]314478.457575758[/C][C]485.54242424242[/C][/ROW]
[ROW][C]318[/C][C]297141[/C][C]314478.457575758[/C][C]-17337.4575757576[/C][/ROW]
[ROW][C]319[/C][C]315372[/C][C]314478.457575758[/C][C]893.54242424242[/C][/ROW]
[ROW][C]320[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]321[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]322[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]323[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]324[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]325[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]326[/C][C]312502[/C][C]314478.457575758[/C][C]-1976.45757575758[/C][/ROW]
[ROW][C]327[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]328[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]329[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]330[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]331[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]332[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]333[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]334[/C][C]313729[/C][C]314478.457575758[/C][C]-749.45757575758[/C][/ROW]
[ROW][C]335[/C][C]315388[/C][C]314478.457575758[/C][C]909.54242424242[/C][/ROW]
[ROW][C]336[/C][C]315371[/C][C]314478.457575758[/C][C]892.54242424242[/C][/ROW]
[ROW][C]337[/C][C]296139[/C][C]314478.457575758[/C][C]-18339.4575757576[/C][/ROW]
[ROW][C]338[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]339[/C][C]313880[/C][C]314478.457575758[/C][C]-598.45757575758[/C][/ROW]
[ROW][C]340[/C][C]317698[/C][C]314478.457575758[/C][C]3219.54242424242[/C][/ROW]
[ROW][C]341[/C][C]295580[/C][C]314478.457575758[/C][C]-18898.4575757576[/C][/ROW]
[ROW][C]342[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]343[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]344[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]345[/C][C]308256[/C][C]314478.457575758[/C][C]-6222.45757575758[/C][/ROW]
[ROW][C]346[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]347[/C][C]303677[/C][C]314478.457575758[/C][C]-10801.4575757576[/C][/ROW]
[ROW][C]348[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]349[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]350[/C][C]319369[/C][C]314478.457575758[/C][C]4890.54242424242[/C][/ROW]
[ROW][C]351[/C][C]318690[/C][C]314478.457575758[/C][C]4211.54242424242[/C][/ROW]
[ROW][C]352[/C][C]314049[/C][C]314478.457575758[/C][C]-429.45757575758[/C][/ROW]
[ROW][C]353[/C][C]325699[/C][C]314478.457575758[/C][C]11220.5424242424[/C][/ROW]
[ROW][C]354[/C][C]314210[/C][C]314478.457575758[/C][C]-268.457575757580[/C][/ROW]
[ROW][C]355[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]356[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]357[/C][C]322378[/C][C]314478.457575758[/C][C]7899.54242424242[/C][/ROW]
[ROW][C]358[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]359[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]360[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]361[/C][C]315398[/C][C]314478.457575758[/C][C]919.54242424242[/C][/ROW]
[ROW][C]362[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]363[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]364[/C][C]308336[/C][C]314478.457575758[/C][C]-6142.45757575758[/C][/ROW]
[ROW][C]365[/C][C]316386[/C][C]314478.457575758[/C][C]1907.54242424242[/C][/ROW]
[ROW][C]366[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]367[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]368[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]369[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]370[/C][C]315553[/C][C]314478.457575758[/C][C]1074.54242424242[/C][/ROW]
[ROW][C]371[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]372[/C][C]323361[/C][C]314478.457575758[/C][C]8882.54242424242[/C][/ROW]
[ROW][C]373[/C][C]336639[/C][C]314478.457575758[/C][C]22160.5424242424[/C][/ROW]
[ROW][C]374[/C][C]307424[/C][C]314478.457575758[/C][C]-7054.45757575758[/C][/ROW]
[ROW][C]375[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]376[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]377[/C][C]295370[/C][C]314478.457575758[/C][C]-19108.4575757576[/C][/ROW]
[ROW][C]378[/C][C]322340[/C][C]314478.457575758[/C][C]7861.54242424242[/C][/ROW]
[ROW][C]379[/C][C]319864[/C][C]314478.457575758[/C][C]5385.54242424242[/C][/ROW]
[ROW][C]380[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]381[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]382[/C][C]317291[/C][C]314478.457575758[/C][C]2812.54242424242[/C][/ROW]
[ROW][C]383[/C][C]280398[/C][C]314478.457575758[/C][C]-34080.4575757576[/C][/ROW]
[ROW][C]384[/C][C]315380[/C][C]314478.457575758[/C][C]901.54242424242[/C][/ROW]
[ROW][C]385[/C][C]317330[/C][C]314478.457575758[/C][C]2851.54242424242[/C][/ROW]
[ROW][C]386[/C][C]238125[/C][C]314478.457575758[/C][C]-76353.4575757576[/C][/ROW]
[ROW][C]387[/C][C]327071[/C][C]314478.457575758[/C][C]12592.5424242424[/C][/ROW]
[ROW][C]388[/C][C]309038[/C][C]314478.457575758[/C][C]-5440.45757575758[/C][/ROW]
[ROW][C]389[/C][C]314210[/C][C]314478.457575758[/C][C]-268.457575757580[/C][/ROW]
[ROW][C]390[/C][C]307930[/C][C]314478.457575758[/C][C]-6548.45757575758[/C][/ROW]
[ROW][C]391[/C][C]322327[/C][C]314478.457575758[/C][C]7848.54242424242[/C][/ROW]
[ROW][C]392[/C][C]292136[/C][C]314478.457575758[/C][C]-22342.4575757576[/C][/ROW]
[ROW][C]393[/C][C]263276[/C][C]314478.457575758[/C][C]-51202.4575757576[/C][/ROW]
[ROW][C]394[/C][C]367655[/C][C]314478.457575758[/C][C]53176.5424242424[/C][/ROW]
[ROW][C]395[/C][C]283910[/C][C]314478.457575758[/C][C]-30568.4575757576[/C][/ROW]
[ROW][C]396[/C][C]283587[/C][C]314478.457575758[/C][C]-30891.4575757576[/C][/ROW]
[ROW][C]397[/C][C]243650[/C][C]314478.457575758[/C][C]-70828.4575757576[/C][/ROW]
[ROW][C]398[/C][C]438493[/C][C]372005.653061224[/C][C]66487.3469387755[/C][/ROW]
[ROW][C]399[/C][C]296261[/C][C]314478.457575758[/C][C]-18217.4575757576[/C][/ROW]
[ROW][C]400[/C][C]230621[/C][C]314478.457575758[/C][C]-83857.4575757576[/C][/ROW]
[ROW][C]401[/C][C]304252[/C][C]314478.457575758[/C][C]-10226.4575757576[/C][/ROW]
[ROW][C]402[/C][C]333505[/C][C]314478.457575758[/C][C]19026.5424242424[/C][/ROW]
[ROW][C]403[/C][C]296919[/C][C]314478.457575758[/C][C]-17559.4575757576[/C][/ROW]
[ROW][C]404[/C][C]278990[/C][C]314478.457575758[/C][C]-35488.4575757576[/C][/ROW]
[ROW][C]405[/C][C]276898[/C][C]314478.457575758[/C][C]-37580.4575757576[/C][/ROW]
[ROW][C]406[/C][C]327007[/C][C]314478.457575758[/C][C]12528.5424242424[/C][/ROW]
[ROW][C]407[/C][C]317046[/C][C]314478.457575758[/C][C]2567.54242424242[/C][/ROW]
[ROW][C]408[/C][C]304555[/C][C]314478.457575758[/C][C]-9923.45757575758[/C][/ROW]
[ROW][C]409[/C][C]298096[/C][C]314478.457575758[/C][C]-16382.4575757576[/C][/ROW]
[ROW][C]410[/C][C]231861[/C][C]314478.457575758[/C][C]-82617.4575757576[/C][/ROW]
[ROW][C]411[/C][C]309422[/C][C]372005.653061224[/C][C]-62583.6530612245[/C][/ROW]
[ROW][C]412[/C][C]286963[/C][C]314478.457575758[/C][C]-27515.4575757576[/C][/ROW]
[ROW][C]413[/C][C]269753[/C][C]314478.457575758[/C][C]-44725.4575757576[/C][/ROW]
[ROW][C]414[/C][C]448243[/C][C]372005.653061224[/C][C]76237.3469387755[/C][/ROW]
[ROW][C]415[/C][C]165404[/C][C]314478.457575758[/C][C]-149074.457575758[/C][/ROW]
[ROW][C]416[/C][C]204325[/C][C]314478.457575758[/C][C]-110153.457575758[/C][/ROW]
[ROW][C]417[/C][C]407159[/C][C]314478.457575758[/C][C]92680.5424242424[/C][/ROW]
[ROW][C]418[/C][C]290476[/C][C]314478.457575758[/C][C]-24002.4575757576[/C][/ROW]
[ROW][C]419[/C][C]275311[/C][C]314478.457575758[/C][C]-39167.4575757576[/C][/ROW]
[ROW][C]420[/C][C]246541[/C][C]314478.457575758[/C][C]-67937.4575757576[/C][/ROW]
[ROW][C]421[/C][C]253468[/C][C]314478.457575758[/C][C]-61010.4575757576[/C][/ROW]
[ROW][C]422[/C][C]240897[/C][C]372005.653061224[/C][C]-131108.653061224[/C][/ROW]
[ROW][C]423[/C][C]-83265[/C][C]314478.457575758[/C][C]-397743.457575758[/C][/ROW]
[ROW][C]424[/C][C]-42143[/C][C]314478.457575758[/C][C]-356621.457575758[/C][/ROW]
[ROW][C]425[/C][C]272713[/C][C]314478.457575758[/C][C]-41765.4575757576[/C][/ROW]
[ROW][C]426[/C][C]215362[/C][C]372005.653061224[/C][C]-156643.653061224[/C][/ROW]
[ROW][C]427[/C][C]42754[/C][C]314478.457575758[/C][C]-271724.457575758[/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]314478.457575758[/C][C]-321648.457575758[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113898&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113898&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
4223193314478.457575758-91285.4575757576
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
131405225314478.4575757581090746.54242424
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
28209458372005.653061224-162547.653061224
29786690314478.457575758472211.542424242
30439798553455.80952381-113657.809523809
31688779372005.653061224316773.346938776
32574339553455.8095238120883.1904761905
33741409553455.80952381187953.190476191
34597793372005.653061224225787.346938776
35644190553455.8095238190734.1904761905
36377934553455.80952381-175521.809523809
37640273553455.8095238186817.1904761905
38697458553455.80952381144002.190476191
39550608372005.653061224178602.346938776
40207393372005.653061224-164612.653061224
41301607553455.80952381-251848.809523809
42345783553455.80952381-207672.809523809
43501749372005.653061224129743.346938776
44379983553455.80952381-173472.809523809
45387475372005.65306122415469.3469387755
46377305372005.6530612245299.3469387755
47370837553455.80952381-182618.809523809
48430866553455.80952381-122589.809523809
49469107553455.80952381-84348.8095238095
50194493372005.653061224-177512.653061224
51530670372005.653061224158664.346938776
52518365553455.80952381-35090.8095238095
53491303553455.80952381-62152.8095238095
54527021372005.653061224155015.346938776
55233773553455.80952381-319682.809523809
56405972372005.65306122433966.3469387755
57652925314478.457575758338446.542424242
58446211372005.65306122474205.3469387755
59341340372005.653061224-30665.6530612245
60387699553455.80952381-165756.809523809
61493408553455.80952381-60047.8095238095
62146494314478.457575758-167984.457575758
63414462372005.65306122442456.3469387755
64364304553455.80952381-189151.809523809
65355178372005.653061224-16827.6530612245
66357760553455.80952381-195695.809523809
67261216314478.457575758-53262.4575757576
68397144372005.65306122425138.3469387755
69374943372005.6530612242937.34693877550
70424898372005.65306122452892.3469387755
71202055314478.457575758-112423.457575758
72378525314478.45757575864046.5424242424
73310768372005.653061224-61237.6530612245
74325738314478.45757575811259.5424242424
75394510372005.65306122422504.3469387755
76247060314478.457575758-67418.4575757576
77368078372005.653061224-3927.6530612245
78236761314478.457575758-77717.4575757576
79312378372005.653061224-59627.6530612245
80339836314478.45757575825357.5424242424
81347385314478.45757575832906.5424242424
82426280372005.65306122454274.3469387755
83352850372005.653061224-19155.6530612245
84301881314478.457575758-12597.4575757576
85377516314478.45757575863037.5424242424
86357312372005.653061224-14693.6530612245
87458343372005.65306122486337.3469387755
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89308636372005.653061224-63369.6530612245
90386212314478.45757575871733.5424242424
91393343372005.65306122421337.3469387755
92378509372005.6530612246503.3469387755
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94364839553455.80952381-188616.809523809
95358649314478.45757575844170.5424242424
96376641314478.45757575862162.5424242424
97429112314478.457575758114633.542424242
98330546314478.45757575816067.5424242424
99403560372005.65306122431554.3469387755
100317892314478.4575757583413.54242424242
101307528372005.653061224-64477.6530612245
102235133314478.457575758-79345.4575757576
103299243372005.653061224-72762.6530612245
104314073314478.457575758-405.457575757580
105368186314478.45757575853707.5424242424
106269661314478.457575758-44817.4575757576
107125390372005.653061224-246615.653061224
108510834314478.457575758196355.542424242
109321896553455.80952381-231559.809523809
110249898314478.457575758-64580.4575757576
111408881314478.45757575894402.5424242424
112158492314478.457575758-155986.457575758
113292154372005.653061224-79851.6530612245
114289513314478.457575758-24965.4575757576
115378049314478.45757575863570.5424242424
116343466314478.45757575828987.5424242424
117332743314478.45757575818264.5424242424
118442882314478.457575758128403.542424242
119214215314478.457575758-100263.457575758
120315688314478.4575757581209.54242424242
121375195553455.80952381-178260.809523809
122334280314478.45757575819801.5424242424
123355864372005.653061224-16141.6530612245
124480382372005.653061224108376.346938776
125353058314478.45757575838579.5424242424
126217193314478.457575758-97285.4575757576
127315380314478.457575758901.54242424242
128314533314478.45757575854.5424242424197
129318056314478.4575757583577.54242424242
130315380314478.457575758901.54242424242
131314353314478.457575758-125.457575757580
132369448314478.45757575854969.5424242424
133315380314478.457575758901.54242424242
134312846314478.457575758-1632.45757575758
135312075314478.457575758-2403.45757575758
136315009314478.457575758530.54242424242
137318903314478.4575757584424.54242424242
138314887314478.457575758408.54242424242
139314913314478.457575758434.542424242420
140315380314478.457575758901.54242424242
141325506314478.45757575811027.5424242424
142315380314478.457575758901.54242424242
143298568314478.457575758-15910.4575757576
144315834314478.4575757581355.54242424242
145329784314478.45757575815305.5424242424
146312878314478.457575758-1600.45757575758
147315380314478.457575758901.54242424242
148314987314478.457575758508.54242424242
149325249314478.45757575810770.5424242424
150315877314478.4575757581398.54242424242
151291650314478.457575758-22828.4575757576
152305959372005.653061224-66046.6530612245
153315380314478.457575758901.54242424242
154297765314478.457575758-16713.4575757576
155315245314478.457575758766.54242424242
156315380314478.457575758901.54242424242
157315380314478.457575758901.54242424242
158315236314478.457575758757.54242424242
159336425314478.45757575821946.5424242424
160315380314478.457575758901.54242424242
161315380314478.457575758901.54242424242
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163315380314478.457575758901.54242424242
164306268314478.457575758-8210.45757575758
165302187314478.457575758-12291.4575757576
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167315380314478.457575758901.54242424242
168382712314478.45757575868233.5424242424
169341570372005.653061224-30435.6530612245
170315380314478.457575758901.54242424242
171315380314478.457575758901.54242424242
172312412314478.457575758-2066.45757575758
173315380314478.457575758901.54242424242
174309596314478.457575758-4882.45757575758
175315380314478.457575758901.54242424242
176315547314478.4575757581068.54242424242
177313267372005.653061224-58738.6530612245
178316176314478.4575757581697.54242424242
179315380314478.457575758901.54242424242
180315380314478.457575758901.54242424242
181359335314478.45757575844856.5424242424
182330068314478.45757575815589.5424242424
183314289314478.457575758-189.457575757580
184297413314478.457575758-17065.4575757576
185314806314478.457575758327.54242424242
186333210314478.45757575818731.5424242424
187352108314478.45757575837629.5424242424
188313332314478.457575758-1146.45757575758
189291787314478.457575758-22691.4575757576
190315380314478.457575758901.54242424242
191318745314478.4575757584266.54242424242
192315380314478.457575758901.54242424242
193315366314478.457575758887.54242424242
194315380314478.457575758901.54242424242
195315688314478.4575757581209.54242424242
196315380314478.457575758901.54242424242
197409642553455.80952381-143813.809523809
198315380314478.457575758901.54242424242
199315380314478.457575758901.54242424242
200269587314478.457575758-44891.4575757576
201315380314478.457575758901.54242424242
202315380314478.457575758901.54242424242
203315380314478.457575758901.54242424242
204300962314478.457575758-13516.4575757576
205325479314478.45757575811000.5424242424
206316155314478.4575757581676.54242424242
207318574314478.4575757584095.54242424242
208315380314478.457575758901.54242424242
209343613314478.45757575829134.5424242424
210306948314478.457575758-7530.45757575758
211315380314478.457575758901.54242424242
212315380314478.457575758901.54242424242
213330059314478.45757575815580.5424242424
214288985314478.457575758-25493.4575757576
215304485314478.457575758-9993.45757575758
216315380314478.457575758901.54242424242
217315688314478.4575757581209.54242424242
218317736314478.4575757583257.54242424242
219315380314478.457575758901.54242424242
220322331314478.4575757587852.54242424242
221296656314478.457575758-17822.4575757576
222315380314478.457575758901.54242424242
223315354314478.457575758875.54242424242
224312161314478.457575758-2317.45757575758
225315576314478.4575757581097.54242424242
226314922314478.457575758443.542424242420
227314551314478.45757575872.5424242424197
228315380314478.457575758901.54242424242
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232321376314478.4575757586897.54242424242
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234303230314478.457575758-11248.4575757576
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241315380314478.457575758901.54242424242
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245324385314478.4575757589906.54242424242
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250315380314478.457575758901.54242424242
251296702314478.457575758-17776.4575757576
252315380314478.457575758901.54242424242
253307322314478.457575758-7156.45757575758
254304376372005.653061224-67629.6530612245
255253588372005.653061224-118417.653061224
256315380314478.457575758901.54242424242
257309560314478.457575758-4918.45757575758
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286315380314478.457575758901.54242424242
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294315380314478.457575758901.54242424242
295302409314478.457575758-12069.4575757576
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297315380314478.457575758901.54242424242
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299315380314478.457575758901.54242424242
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305344425314478.45757575829946.5424242424
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312346611372005.653061224-25394.6530612245
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347303677314478.457575758-10801.4575757576
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349315380314478.457575758901.54242424242
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418290476314478.457575758-24002.4575757576
419275311314478.457575758-39167.4575757576
420246541314478.457575758-67937.4575757576
421253468314478.457575758-61010.4575757576
422240897372005.653061224-131108.653061224
423-83265314478.457575758-397743.457575758
424-42143314478.457575758-356621.457575758
425272713314478.457575758-41765.4575757576
426215362372005.653061224-156643.653061224
42742754314478.457575758-271724.457575758
4283062752339778.3-2033503.3
429253537553455.80952381-299918.809523809
430372631553455.80952381-180824.809523809
431-7170314478.457575758-321648.457575758


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 1 ; par2 = none ; par3 = 3 ; par4 = no ;
Parameters (R input):
par1 = 1 ; 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')
}