Hi,
Please find the code and data following. Problem appears in lines 37 - 42 of the code. I am using R.2.13.0 on WinXP.
Regards,
Fayez
PowerLawGraphsAblineQn.R
library('reshape')
library(lattice)
library(igraph) # to use power.law.fit function
library(latticeExtra) # to use panel.lmlineq in loglog xyplot
File2Open = "C:\\Documents and Settings\\All Users\\Documents\\Desktop\\Fayez\\RPractice\\PowerLawGraphsAblineQnData.txt"
DataTable = read.table(File2Open, header = TRUE, sep = "\t")
md <- melt(DataTable, id.vars = c('Range', 'TheValue', 'TheNo')) # removed 'DegType' column 030312
md$variable <- as.numeric(substr(md$variable, 9, nchar(as.character(md$variable))))
mypanel4loglog <-
function(x, # x is the variable column in melted data, equals the Domain Nos
y, # y is the value column in melted data, the degrees
... # Rest of the arguments
)
{
kfreq <- table(y); # compute frquency hash table of y, the values
k <- 1:max(y)
for (i in k) {
ichar <- as.character(i) # convert to match the names(freq), the character-based hash key of freq, which is the value
if (!(ichar %in% names(kfreq)))
kfreq[ichar] <- 0
}
sortedkeys <- as.character(k)
kfreq <- kfreq[sortedkeys]
pk <- kfreq / length(y)
logk <- log(k)
logpk <- log(pk)
logpk[logpk == -Inf] = "" # remove the -Inf or log(p(k)) = 0 values for lm function, NULL is 0-length so use "" instead that has length of one null character
logpk <- as.numeric(logpk) # "" converts all values to character, lm needs numeric
print(rbind(logk, logpk))# write.table(rbind(k, kfreq, pk, logk, logpk), paste(FilePath, "\\data", sep=""), sep = "\t", append = TRUE)
panel.xyplot(col="blue", logk, logpk, type = c('p', 'r'))
lm.r = lm(logpk ~ logk)
panel.abline(coef=c(-4.847634, -1.037480)) # ->->-> This gets drawn
panel.abline(coef=c(-4.847634, -1.037481)) # ->->-> This doesn't get drawn
print(coef(lm.r)) # -4.847634 -1.349699 ; -3.377894 -1.498693
} # end mypanel4loglog
myprepanel4loglog <-
function(x, # x is the variable column in melted data, equals the Network's ages
y, # y is the value column in melted data, the degrees
... # Rest of the arguments
)
{
FreqTable <- as.data.frame(table(y))
FreqsVector <- sort(FreqTable$Freq)
Min <- FreqsVector[1] # first element - the lowest value frequency
# print(c(Max2, length(y)))
list(ylim = c(log(Min / length(y)), 0), xlim = c(0, log(max(y)))) # log(p(k)) is always -ve as p(k) is decimal, so max(log(p(k)) is 0
} # end myprepanel4loglog
print(xyplot(value ~ variable | Range,
data = md,
xlab = "log(k); Panel = Range",
ylab = "log(p(k))",
main = "log(k) vs. log(p(k))",
groups = Range,
pch = 20, # dots instead of circles
panel = mypanel4loglog,
prepanel = myprepanel4loglog, # to set the scale of k and pk
scales = list(x = (relation = "free"), y = (relation = "free")), # necessary to make x-axis in each panel adjustable according to k
))
PowerLawGraphsAblineQnData.txt
Range TheValue TheNo No1 No2 No3 No4 No5 No6 No7 No8 No9 No10 No11 No12 No13 No14 No15 No16 No17 No18 No19 No20 No21 No22 No23 No24 No25 No26 No27 No28 No29 No30 No31 No32 No33 No34 No35 No36 No37 No38 No39 No40 No41 No42 No43 No44 No45 No46 No47 No48 No49 No50 No51 No52 No53 No54 No55 No56 No57 No58 No59 No60 No61 No62 No63 No64 No65 No66 No67 No68 No69 No70 No71 No72 No73 No74 No75 No76 No77 No78 No79 No80 No81 No82 No83 No84 No85 No86 No87 No88 No89 No90 No91 No92 No93 No94 No95 No96 No97 No98 No99 No100 No101 No102 No103 No104 No105 No106 No107 No108 No109 No110 No111 No112 No113 No114 No115 No116 No117 No118 No119 No120 No121 No122 No123 No124 No125 No126 No127 No128 No129 No130 No131 No132 No133 No134 No135 No136 No137 No138 No139 No140 No141 No142 No143 No144 No145 No146 No147 No148 No149 No150 No151 No152 No153 No154 No155 No156 No157 No158 No159 No160 No161 No162 No163 No164 No165 No166 No167 No168 No169 No170 No171 No172 No173 No174 No175 No176 No177 No178 No179 No180 No181 No182 No183 No184 No185 No186 No187 No188 No189 No190 No191 No192 No193 No194 No195 No196 No197 No198 No199 No200 No201 No202 No203 No204 No205 No206 No207 No208 No209 No210 No211 No212 No213 No214 No215 No216 No217 No218 No219 No220 No221 No222 No223 No224 No225 No226 No227 No228 No229 No230 No231 No232 No233 No234 No235 No236 No237 No238 No239 No240 No241 No242 No243 No244 No245 No246 No247 No248 No249 No250 No251 No252 No253 No254 No255 No256 No257 No258 No259 No260 No261 No262 No263 No264 No265 No266 No267 No268 No269 No270 No271 No272 No273 No274 No275 No276 No277 No278 No279 No280 No281 No282 No283 No284 No285 No286 No287 No288 No289 No290 No291 No292 No293 No294 No295 No296 No297 No298 No299 No300 No301 No302 No303 No304 No305 No306 No307 No308 No309 No310 No311 No312 No313 No314 No315 No316 No317 No318 No319 No320 No321 No322 No323 No324 No325 No326 No327 No328 No329 No330 No331 No332 No333 No334 No335 No336 No337 No338 No339 No340 No341 No342 No343 No344 No345 No346 No347 No348 No349 No350 No351 No352 No353 No354 No355 No356 No357 No358 No359 No360 No361 No362 No363 No364 No365 No366 No367 No368 No369 No370 No371 No372 No373 No374 No375 No376 No377 No378 No379 No380 No381 No382 No383 No384 No385 No386 No387 No388 No389 No390 No391 No392 No393 No394 No395 No396 No397 No398 No399 No400 No401 No402 No403 No404 No405 No406 No407 No408 No409 No410 No411 No412 No413 No414 No415 No416 No417 No418 No419 No420 No421 No422 No423 No424 No425 No426 No427 No428 No429 No430 No431 No432 No433 No434 No435 No436 No437 No438 No439 No440 No441 No442 No443 No444 No445 No446 No447 No448 No449 No450 No451 No452 No453 No454 No455 No456 No457 No458 No459 No460 No461 No462 No463 No464 No465 No466 No467 No468 No469 No470 No471 No472 No473 No474 No475 No476 No477 No478 No479 No480 No481 No482 No483 No484 No485 No486 No487 No488 No489 No490 No491 No492 No493 No494 No495 No496 No497 No498 No499 No500 No501 No502 No503 No504 No505 No506 No507 No508 No509 No510 No511 No512 No513 No514 No515 No516 No517 No518 No519 No520 No521 No522 No523 No524 No525 No526 No527 No528 No529 No530 No531 No532 No533 No534 No535 No536 No537 No538 No539 No540 No541 No542 No543 No544 No545 No546 No547 No548 No549 No550 No551 No552 No553 No554 No555 No556 No557 No558 No559 No560 No561 No562 No563 No564 No565 No566 No567 No568 No569 No570 No571 No572 No573 No574 No575 No576 No577 No578 No579 No580 No581 No582 No583 No584 No585 No586 No587 No588 No589 No590 No591 No592 No593 No594 No595 No596 No597 No598 No599 No600 No601 No602 No603 No604 No605 No606 No607 No608 No609 No610 No611 No612 No613 No614 No615 No616 No617 No618 No619 No620 No621 No622 No623 No624 No625 No626 No627 No628 No629 No630 No631 No632 No633 No634 No635 No636 No637 No638 No639 No640 No641 No642 No643 No644 No645 No646 No647 No648 No649 No650 No651 No652 No653 No654 No655 No656 No657 No658 No659 No660 No661 No662 No663 No664 No665 No666 No667 No668 No669 No670 No671 No672 No673 No674 No675 No676 No677 No678 No679 No680 No681 No682 No683 No684 No685 No686 No687 No688 No689 No690 No691 No692 No693 No694 No695 No696 No697 No698 No699 No700 No701 No702 No703 No704 No705 No706 No707 No708 No709 No710 No711 No712 No713 No714 No715 No716 No717 No718 No719 No720 No721 No722 No723 No724 No725 No726 No727 No728 No729 No730 No731 No732 No733 No734 No735 No736 No737 No738 No739 No740 No741 No742 No743 No744 No745 No746 No747 No748 No749 No750 No751 No752 No753 No754 No755 No756 No757 No758 No759 No760 No761 No762 No763 No764 No765 No766 No767 No768 No769 No770 No771 No772 No773 No774 No775 No776 No777 No778 No779 No780 No781 No782 No783 No784 No785 No786 No787 No788 No789 No790 No791 No792 No793 No794 No795 No796 No797 No798 No799 No800 No801 No802 No803 No804 No805 No806 No807 No808 No809 No810 No811 No812 No813 No814 No815 No816 No817 No818 No819 No820 No821 No822 No823 No824 No825 No826 No827 No828 No829 No830 No831 No832 No833 No834 No835 No836 No837 No838 No839 No840 No841 No842 No843 No844 No845 No846 No847 No848 No849 No850 No851 No852 No853 No854 No855 No856 No857 No858 No859 No860 No861 No862 No863 No864 No865 No866 No867 No868 No869 No870 No871 No872 No873 No874 No875 No876 No877 No878 No879 No880 No881 No882 No883 No884 No885 No886 No887 No888 No889 No890 No891 No892 No893 No894 No895 No896 No897 No898 No899 No900 No901 No902 No903 No904 No905 No906 No907 No908 No909 No910 No911 No912 No913 No914 No915 No916 No917 No918 No919 No920 No921 No922 No923 No924 No925 No926 No927 No928 No929 No930 No931 No932 No933 No934 No935 No936 No937 No938 No939 No940 No941 No942 No943 No944 No945 No946 No947 No948 No949 No950 No951 No952 No953 No954 No955 No956 No957 No958 No959 No960 No961 No962 No963 No964 No965 No966 No967 No968 No969 No970 No971 No972 No973 No974 No975 No976 No977 No978 No979 No980 No981 No982 No983 No984 No985 No986 No987 No988 No989 No990 No991 No992 No993 No994 No995 No996 No997 No998 No999 No1000 No1001 No1002 No1003 No1004 No1005 No1006 No1007 No1008 No1009 No1010 No1011 No1012 No1013 No1014 No1015 No1016 No1017 No1018 No1019 No1020 No1021 No1022 No1023 No1024 No1025 No1026 No1027 No1028 No1029 No1030 No1031 No1032 No1033 No1034 No1035 No1036 No1037 No1038 No1039 No1040 No1041 No1042 No1043 No1044 No1045 No1046 No1047 No1048 No1049 No1050 No1051 No1052 No1053 No1054 No1055 No1056 No1057 No1058 No1059 No1060 No1061 No1062 No1063 No1064 No1065 No1066 No1067 No1068 No1069 No1070 No1071 No1072 No1073 No1074 No1075 No1076 No1077 No1078 No1079 No1080 No1081 No1082 No1083 No1084 No1085 No1086 No1087 No1088 No1089 No1090 No1091 No1092 No1093 No1094 No1095 No1096 No1097 No1098 No1099 No1100 No1101 No1102 No1103 No1104 No1105 No1106 No1107 No1108 No1109 No1110 No1111 No1112 No1113 No1114 No1115 No1116 No1117 No1118 No1119 No1120 No1121 No1122 No1123 No1124 No1125 No1126 No1127 No1128 No1129 No1130 No1131 No1132 No1133 No1134 No1135 No1136 No1137 No1138 No1139 No1140 No1141 No1142 No1143 No1144 No1145 No1146 No1147 No1148 No1149 No1150 No1151 No1152 No1153 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