Aziz, Muhammad Fayez
2012-Apr-09 04:31 UTC
[R] Panel.abline would not show beyond a certain slope value
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
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No566 No567 No568 No569 No570 No571 No572 No573 No574
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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
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No764 No765 No766 No767 No768 No769 No770 No771 No772
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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
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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 No1154 No1155 No1156 No1157
No1158 No1159 No1160 No1161 No1162 No1163 No1164 No1165
No1166 No1167 No1168 No1169 No1170 No1171 No1172 No1173
No1174 No1175 No1176 No1177 No1178 No1179 No1180 No1181
No1182 No1183 No1184 No1185 No1186 No1187 No1188 No1189
No1190 No1191 No1192 No1193 No1194 No1195 No1196 No1197
No1198 No1199 No1200 No1201 No1202 No1203 No1204 No1205
No1206 No1207 No1208 No1209 No1210 No1211 No1212 No1213
No1214 No1215 No1216 No1217 No1218 No1219 No1220 No1221
No1222 No1223 No1224 No1225 No1226 No1227 No1228 No1229
No1230 No1231 No1232 No1233 No1234 No1235 No1236 No1237
No1238 No1239 No1240 No1241 No1242 No1243 No1244 No1245
No1246 No1247 No1248 No1249 No1250 No1251 No1252 No1253
No1254 No1255 No1256 No1257 No1258 No1259 No1260 No1261
No1262 No1263 No1264 No1265 No1266 No1267 No1268 No1269
No1270 No1271 No1272 No1273 No1274 No1275 No1276 No1277
No1278 No1279 No1280 No1281 No1282 No1283 No1284 No1285
No1286 No1287 No1288 No1289 No1290 No1291 No1292 No1293
No1294 No1295 No1296 No1297 No1298 No1299 No1300 No1301
No1302 No1303 No1304 No1305 No1306 No1307 No1308 No1309
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No1358 No1359 No1360 No1361 No1362 No1363 No1364 No1365
No1366 No1367 No1368 No1369 No1370 No1371 No1372 No1373
No1374 No1375 No1376 No1377 No1378 No1379 No1380 No1381
No1382 No1383 No1384 No1385 No1386 No1387 No1388 No1389
No1390 No1391 No1392 No1393 No1394 No1395 No1396 No1397
No1398 No1399 No1400 No1401 No1402 No1403 No1404 No1405
No1406 No1407 No1408 No1409 No1410 No1411 No1412 No1413
No1414 No1415 No1416 No1417 No1418 No1419 No1420 No1421
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No1438 No1439 No1440 No1441 No1442 No1443 No1444 No1445
No1446 No1447 No1448 No1449 No1450 No1451 No1452 No1453
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No1462 No1463 No1464 No1465 No1466 No1467 No1468 No1469
No1470 No1471 No1472 No1473 No1474 No1475 No1476 No1477
No1478 No1479 No1480 No1481 No1482 No1483 No1484 No1485
No1486 No1487 No1488 No1489 No1490 No1491 No1492 No1493
No1494 No1495 No1496 No1497 No1498 No1499 No1500 No1501
No1502 No1503 No1504 No1505 No1506 No1507 No1508 No1509
No1510 No1511 No1512 No1513
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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0
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Uwe Ligges
2012-Apr-09 14:56 UTC
[R] Panel.abline would not show beyond a certain slope value
On 09.04.2012 06:31, Aziz, Muhammad Fayez wrote:> > 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.Works for me with a recent version of R (i.e. 2.15.0) / grid and lattice (i.e. 0.20-6). Please always try with recent versions of R and packages before asking. Best, Uwe Ligges> 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 > )) > >