[英]Error while using DocumenttermMatrix function in R
I have taken generic text of 1000 rows and performed the below in the process of textmining. 我采用了1000行的通用文本,并在文本挖掘过程中执行了以下操作。 While using the document Term matrix I am not getting the count of words as output in the matrix. 使用文档术语矩阵时,我没有得到矩阵中输出的单词数。
>def<-read.csv("Defect.csv",header = T)
>docs<-Corpus(VectorSource(def$Summary))
>docs<-tm_map(docs,content_transformer(tolower))
>docs<-tm_map(docs,removeNumbers)
>docs<-tm_map(docs,removeWords,stopwords("english"))
>docs<-tm_map(docs,removePunctuation)
>docs<-tm_map(docs,stripWhitespace)
>docs<-tm_map(docs,stemDocument,language = "english")
>docs[[1]]$content
[1] "access logout access employe separ modul"
>dtm<-DocumentTermMatrix(docs)
>data.matrix(dtm)
Below is the output I got for DTM 以下是我为DTM获得的输出
Terms Docs access logout modul separ approv button click display error 条款文档访问登出模块化分隔批准按钮单击显示错误
I am not getting the word count in a matrix. 我没有得到矩阵中的字数统计。 Not sure of what could be the error here. 不知道这里可能是什么错误。
def<-read.csv("Defect.csv",header = T)
docs<-Corpus(VectorSource(def$Summary))
docs<-tm_map(docs,content_transformer(tolower))
docs<-tm_map(docs,removeNumbers)
docs<-tm_map(docs,removeWords,stopwords("english"))
docs<-tm_map(docs,removePunctuation)
docs<-tm_map(docs,stripWhitespace)
docs<-tm_map(docs,stemDocument,language = "english")
Note : use TermDocumentMatrix
over DocumentTermMatrix
注意:在DocumentTermMatrix
使用TermDocumentMatrix
dtm <- TermDocumentMatrix(docs)
m <- as.matrix(dtm)
v <- sort(rowSums(m),decreasing=TRUE)
d <- data.frame(word = names(v),freq=v)
rownames(d) <- NULL
Now, your dataframe should look like.. 现在,您的数据框应该看起来像..
> head(d,10)
word freq
1 file 157
2 data 151
3 incorrect 136
4 target 120
5 issu 95
6 tabl 82
7 sourc 69
8 column 63
9 get 61
10 process 56
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