I am trying to replicate a table often used in official statistics but no success so far. Given a dataframe like this one:
d1 <- data.frame( StudentID = c("x1", "x10", "x2",
"x3", "x4", "x5", "x6", "x7", "x8", "x9"),
StudentGender = c('F', 'M', 'F', 'M', 'F', 'M', 'F', 'M', 'M', 'M'),
ExamenYear = c('2007','2007','2007','2008','2008','2008','2008','2009','2009','2009'),
Exam = c('algebra', 'stats', 'bio', 'algebra', 'algebra', 'stats', 'stats', 'algebra', 'bio', 'bio'),
participated = c('no','yes','yes','yes','no','yes','yes','yes','yes','yes'),
passed = c('no','yes','yes','yes','no','yes','yes','yes','no','yes'),
stringsAsFactors = FALSE)
I would like to create a table showing PER YEAR , the number of all students (all) and those who are female, those who participated and those who passed. Please note "ofwhich" below refers to all students.
A table I have in mind would look like that:
cbind(All = table(d1$ExamenYear),
participated = table(d1$ExamenYear, d1$participated)[,2],
ofwhichFemale = table(d1$ExamenYear, d1$StudentGender)[,1],
ofwhichpassed = table(d1$ExamenYear, d1$passed)[,2])
I am sure there is a better way to this kind of thing in R.
Note: I have seen LaTex solutions, but I am not use this will work for me as I need to export the table in Excel .
Thanks in advance
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