What is the grepl() function in R? (2024)

Overview

The word “grepl” stands for “grep logical”. The grepl() function in R simply searches for matches in characters or sequences of characters present in a given string.

Syntax

The syntax for the grepl method is as follows:

grepl(pattern, x, ignore.case = FALSE, perl = FALSE, fixed = FALSE, useBytes = FALSE)

Parameters

  • pattern: The character or sequence of characters that will be matched against the specified elements of the string.

  • x: The specified string vector.

  • ignore.case: If TRUE i.e., it finds a match, the code ignores the upper or lowercase. This is optional.

  • perl: This is a logical value. To know if perl-compatible regexps should be used or to know if the priority has been overextended. This is optional.

  • fixed: This is a logical value. If TRUE, then the pattern of the characters or sequence of characters is matched. This is optional.

  • useBytes: This is a logical value. If TRUE, the matching is simply done byte-by-byte instead of character-by-character. This makes the program faster and is optional.

Return value

The grepl() function returns FALSE or TRUE for matches in characters or a sequence of characters present in a string.

Example 1

From the output of the code:

[1] TRUE FALSE

We can see that it returns TRUE. This means that CA exists in the first item of the string variable CAR. FALSE means it is absent in the second item of the string variable BIKE.

Example 2

# creating a string variable

name <- c("CAR", "bIKE", "BICYCLE", "AEROPLANE")

# passing ignore.case argument to the grepl() function

grepl("bi", name, ignore.case = TRUE)

From the output of the code above:

[1] FALSE TRUE TRUE FALSE

We can see that it returns TRUE and TRUE for the second and third elements of the string variable, "bIKE" and "BICYCLE". This happens even though they are not all in the lower case like the argument we pass to the grepl() function. This way, the ignore.case parameter makes R ignore the cases of the texts.

Example 3

# creating a string variable

name <- c("CAR", "b|ke", "BICYCLE", "AEROPLANE")

grepl("b.", name, fixed = FALSE, perl=FALSE)

grepl("b.", name, fixed = TRUE, perl=FALSE)

From the output of the code with fixed = FALSE:

[1] FALSE TRUE FALSE FALSE

In a regular expression, the . metacharacter matches any single character. Therefore, the pattern b. will match any string in the name vector that has a b followed by any single character. As a result, it will return TRUE for element b|ke since it contains a b followed by another character.

From the output of the code with fixed = TRUE:

[1] FALSE FALSE FALSE FALSE

With fixed = TRUE, the . is interpreted literally, so it will only match the exact string b.. Since none of the elements in the name vector contain b., the function will return FALSE for all elements.

What is the grepl() function in R? (2024)

FAQs

What is the grepl() function in R? ›

The grepl() function in R simply searches for matches in characters or sequences of characters present in a given string.

What is the grepl function in R? ›

grepl is used to match and search for patterns within strings and vectors in R, which is useful for handling and manipulating large datasets.

What is the difference between grep and Grepl in R? ›

The grep and grepl functions use regular expressions or literal values as patterns to conduct pattern matching on a character vector. The grep returns indices of matched items or matched items themselves while grepl returns a logical vector with TRUE to represent a match and FALSE otherwise.

What is the equivalent of Grepl in R? ›

str_detect() is essentially equivalent grepl() . str_extract() plays the role of regexpr() and regmatches() , extracting the matches from the output.

What is the purpose of the which () function in R? ›

The which() function in R returns the position or the index of the value which satisfies the given condition. The Which() function in R gives you the position of the value in a logical vector. The position can be of anything like rows, columns and even vector as well.

What does grep stand for in R? ›

grep stands for " globally search for a regular expression and print all matches," just as in UNIX. The function allows you to use regular expressions to search for a pattern in a vector of strings or characters, and returns the index (indices) of the match(es).

What is the output of grep in R? ›

grep(value = FALSE) returns a vector of the indices of the elements of x that yielded a match (or not, for invert = TRUE ). This will be an integer vector unless the input is a long vector, when it will be a double vector.

How do I search multiple patterns in Grepl? ›

Explanation:
  1. Data Preparation: We start with a vector. phrases. containing several sentences.
  2. Pattern Combination: We combine our patterns into a single string using. paste() with. ...
  3. Search Operation: grepl. is then used to search for the combined pattern within. ...
  4. Extract Matches: We use the result of. grepl. to subset the.
Aug 15, 2024

What type of regex does R use? ›

Two types of regular expressions are used in R, extended regular expressions (the default) and Perl-like regular expressions used by perl = TRUE . There is also fixed = TRUE which can be considered to use a literal regular expression.

Is there a replace function in R? ›

The replace() function offers a versatile way to manipulate your data. Now that you've seen the basics, try it out on your own datasets! Here are some ideas: Replace negative values in a sales data frame with 0.

What is function() in R? ›

A key feature of R is functions. Functions are “self contained” modules of code that accomplish a specific task. Functions usually take in some sort of data structure (value, vector, dataframe etc.), process it, and return a result.

What is the use of this function? ›

“This” keyword refers to an object that is executing the current piece of code. It references the object that is executing the current function. If the function being referenced is a regular function, “this” references the global object.

How to return multiple values from a function R? ›

R functions can only return a single value, but there are two ways to get around this rule. You can return several objects in a list, or you can store objects as attributes.

What is the difference between Gsub and Grepl? ›

grepl returns a logical vector (match or not for each element of x ). sub and gsub return a character vector of the same length and with the same attributes as x (after possible coercion to character).

How do you search for a pattern in a string in R? ›

R Functions for Pattern Matching

grep(pattern, string) returns by default a list of indices. If the regular expression, pattern, matches a particular element in the vector string, it returns the element's index. For returning the actual matching element values, set the option value to TRUE by value=TRUE .

What is the function to check data type in R? ›

To determine the type of data, you can use the class(), mode() or typeof() functions. The following commands create different variables and check their type using the class() function. It is possible to convert from one data type to another by using functions such as as. integer(), as.

What is the function file exists in R? ›

file. exists returns a logical vector indicating whether the files named by its argument exist. (Here 'exists' is in the sense of the system's stat call: a file will be reported as existing only if you have the permissions needed by stat . Existence can also be checked by file.

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