Skip to Content
The R Book
book

The R Book

by Michael J. Crawley
June 2007
Beginner to intermediate
950 pages
27h 8m
English
Wiley
Content preview from The R Book

Sets: union, intersect and setdiff

There are three essential functions for manipulating sets. The principles are easy to see if we work with an example of two sets:

setA<-c("a", "b", "c", "d", "e")
setB<-c("d", "e", "f", "g")

Make a mental note of what the two sets have in common, and what is unique to each.

The union of two sets is everything in the two sets taken together, but counting elements only once that are common to both sets:

union(setA,setB)

[1] "a"  "b"  "c"  "d"  "e"  "f"  "g"

The intersection of two sets is the material that they have in common:

intersect(setA,setB)

[1] "d" "e"

Note, however, that the difference between two sets is order-dependent. It is the material that is in the first named set, that is not in the second named set. Thus setdiff(A,B) gives a different answer than setdiff(B,A). For our example,

setdiff(setA,setB)

[1] "a" "b" "c"

setdiff(setB,setA)

[1] "f" "g"

Thus, it should be the case that setdiff(setA,setB) plus intersect(setA,setB) plus setdiff(setB,setA) is the same as the union of the two sets. Let's check:

all(c(setdiff(setA,setB),intersect(setA,setB),setdiff(setB,setA))==
   union(setA,setB))

[1]   TRUE

There is also a built-in function setequal for testing if two sets are equal

setequal(c(setdiff(setA,setB),intersect(setA,setB),setdiff(setB,setA)),
   union(setA,setB))

[1] TRUE

You can use %in% for comparing sets. The result is a logical vector whose length matches the vector on the left

setA %in% setB

[1] FALSE FALSE FALSE TRUE TRUE

setB ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

The R Book, 2nd Edition

The R Book, 2nd Edition

Michael J. Crawley
The R Book, 3rd Edition

The R Book, 3rd Edition

Elinor Jones, Simon Harden, Michael J. Crawley
R Data Analysis Cookbook, Second Edition - Second Edition

R Data Analysis Cookbook, Second Edition - Second Edition

Kuntal Ganguly, Davor Lozić, Mzabalazo Z. Ngwenya, Andrew Bauman, Shanthi Viswanathan, Viswa Viswanathan

Publisher Resources

ISBN: 9780470510247Purchase book