/mohammad-analysis.R
Last active Apr 1, 2016
Analysis of the different ways to write the name Mohammad. More info: http://turki.ws/?p=14
| require(tm) | |
| require(wordcloud ) | |
| require(descr) | |
| fileName <- "data.txt" | |
| conn <- file(fileName,open="r") | |
| names <-readLines(conn) | |
| List <- c() | |
| for (i in 1:length(names)){ | |
| #remove commas from the fullname | |
| fullname <- gsub(",", "", names[i]) | |
| splitted <- unlist(strsplit(fullname, " ")) | |
| for(j in 1:length(splitted)) { | |
| isVariation <- grepl("\\b[M][\\S]*[H][\\S]*[D]\\b", splitted[j], TRUE, TRUE) | |
| #if name is variation of M%h%d, add it to List | |
| if(isVariation) | |
| List <- c(List, splitted[j]) | |
| } | |
| } | |
| close(conn) | |
| #print List | |
| print(List) | |
| #print freq table of whole list | |
| freq(List, plot = FALSE) | |
| #generate word cloud for specific names | |
| words=c("mohammed", "mohammad", "muhammad", "mohamed", "mohamad", "muhammed") | |
| freq=c(638,573,83,71,17,5) | |
| wordcloud(words, freq, max.words=6, random.order=TRUE, rot.per=0.0, use.r.layout=FALSE, colors=brewer.pal(8, "Set2")) | |
| #you can generate word cloud for the whole List, just for fun :) | |
| lords <- VCorpus(VectorSource(List)) | |
| wordcloud(lords, scale=c(100,1), max.words=100, random.order=FALSE, rot.per=0.0, use.r.layout=FALSE, colors=brewer.pal(8, "Set2")) | |
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