[英]Frequencies in R using plyr
In my data I have a categorical variable called gender which consists of two types Male or Female. 在我的数据中,我有一个名为性别的分类变量,它由两种类型的“男性”或“女性”组成。 I want to obtain their counts and percentages.
我想获得他们的数量和百分比。
For example, the data is such: 例如,数据是这样的:
Gender
M
F
M
F
I want the output to something like: 我希望输出为:
Gender Count Percentage
M 200 50%
F 200 50%
I tried doing this to give me percentages but it keeps giving me an error saying, "Object female not found". 我尝试这样做是为了给我百分比,但是它一直给我一个错误,说“找不到对象女性”。 Currently I have tried:
目前,我已经尝试过:
summarise(BirthData, "Frequencies"= count(BirthData,Gender),
"Percent" = count(BirthData,Gender)/ sum(count(BirthData,Gender)))
What am I doing wrong? 我究竟做错了什么?
We can use table
along with prop.table
我们可以将
table
和prop.table
一起使用
t1 <- table(df1$Gender)
prop.table(t1)
Or if we need it in a data.frame
with the specified format, 或者,如果我们需要使用具有指定格式的
data.frame
,
transform(setNames(as.data.frame(table(df1$Gender)), c("Gender",
"Count")), Percentage = paste0(100*Count/sum(Count), "%"))
# Gender Count Percentage
#1 F 188 47%
#2 M 212 53%
set.seed(49)
df1 <- data.frame(Gender = sample(c("M", "F"), 400, replace=TRUE),
stringsAsFactors=FALSE)
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