#写在前面的话:此教程主要是用R连接了DB2数据库,并进行文本分析,制作了词图
#教程为markdown编写
---
title: "网站留言分析"
output: html_document
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo=FALSE,error=FALSE,warning=FALSE,message = F,comment="")
```
```{r}
#连接数据库并读取数据
library(RODBC)
options(scipen=200)
conn = odbcConnect(dsn="DB2",uid="tjfx","1")
myfile<-sqlQuery(conn,"select * from T_from_last_year_liuyan")
myfile<-myfile[,4]
#head(myfile)
#调入分词的库
library("rJava")
library("Rwordseg")
#调入绘制词云的库
library("RColorBrewer")
library("wordcloud")
#预处理,这步可以将读入的文本转换为可以分词的字符,没有这步不能分词
myfile.res <- myfile[myfile!=" "]
```
```{r,echo=F,error=FALSE,warning=FALSE,message = F,comment="",results=‘hide‘}
#载入语料库,搞好词库后,用下面的语句就可以装入内存:
installDict("ciku.txt",dictname = "my dict")
```
```{r}
#查看装载的词典:
#listDict()
#删除安装的词典:
#as.charecter
myfile.res<-as.character(myfile.res)
#分词,并将分词结果转换为向量
myfile.words <- unlist(lapply(X = myfile.res,FUN = segmentCN))
#剔除URL等各种不需要的字符,还需要删除什么特殊的字符可以依样画葫芦在下面增加gsub的语句
myfile.words <- gsub(pattern="http:[a-zA-Z\/\.0-9]+","",myfile.words)
myfile.words <- gsub("n","",myfile.words)
myfile.words <- gsub(" ","",myfile.words)
#去掉停用词
data_stw=read.table(file="mystopword.txt",colClasses="character")
stopwords_CN=c(NULL)
for(i in 1:dim(data_stw)[1]){
stopwords_CN=c(stopwords_CN,data_stw[i,1])
}
for(j in 1:length(stopwords_CN)){
myfile.words <- subset(myfile.words,myfile.words!=stopwords_CN[j])
}
#过滤掉1个字的词
myfile.words <- subset(myfile.words, nchar(as.character(myfile.words))>1)
#统计词频
myfile.freq <- table(unlist(myfile.words))
myfile.freq <- rev(sort(myfile.freq))
myfile.freq <- data.frame(word=names(myfile.freq), freq=myfile.freq)
#按词频过滤词,过滤掉只出现过一次的词,这里可以根据需要调整过滤的词频数
myfile.freq2=subset(myfile.freq, myfile.freq$freq>=5)
#绘制词云
#设置一个颜色系:
mycolors <- brewer.pal(8,"Dark2")
#设置字体
windowsFonts(myFont=windowsFont("微软雅黑"))
#画图
set.seed(123)
wordcloud(myfile.freq2$word,myfile.freq2$freq,random.order=FALSE,
random.color=FALSE,colors=mycolors,family="myFont")
write.table(myfile.freq2,row.names=F,quote = FALSE )
#结果图:
<img alt="技术分享" src="http://www.mamicode.com/data:image/png;base64,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 本文系统来源:http://www.cnblogs.com/miranda-tang/p/5563504.html
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