It's a list of 3 data frames with some asterisks placed here and there. I want to design a function that looks at "everything" contained din a list, and anytime it finds the text string "pattern" replace it with "x". (The g in gsub() stands for global. … Let me show you how this works. Each data frame is 6500 rows, 2 columns, and generally representative of my actual data. I was trying to see if data.table could speed up a gsub pattern matching function over a list.. Data for reprex. Tag: r,for-loop,gsub,sapply Trying to avoid using a for loop in the following code by utilizing sapply , if at all possible. - [Instructor] With R, you can work with strings. A seemingly small generalization of gsub, namely allow the replacement string to be a replacement function, list, formula or proto object, can result in significantly increased power and applicability. This is an introductory post about using apply, sapply and lapply, best suited for people relatively new to R or unfamiliar with these functions. … And there are times when you'll want to replace one string … with another and for that we have sub and gsub. https://www.datasciencemadesimple.com/sub-gsub-function-in-r Details gsubfn is an R package used for string matching, substitution and parsing. I am experimenting with some of the common r functions. Analyzing twitter data using R. GitHub Gist: instantly share code, notes, and snippets. The POSIX 1003.2 mode of gsub and gregexpr does not work correctly with repeated word-boundaries (e.g., pattern = "\b").Use perl = TRUE for such matches (but that may not work as expected with non-ASCII inputs, as the meaning of ‘word’ is system-dependent).. Warning. The solution with loop works perfectly fine for me, I'm just trying to learn more R and explore as many methods as possible. From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-project.org] On Behalf Of Dick Harray Sent: Friday, February 04, 2011 7:37 AM To: r-help at r-project.org Subject: [R] lapply, strsplit, and list elements Hi there, I have a problem about lapply, strsplit, and accessing list elements, which I don't understand or cannot solve: lapply returns a list of the same length as X, each element of which is the result of applying FUN to the corresponding element of X. sapply is a user-friendly version and wrapper of lapply by default returning a vector, matrix or, if simplify = "array", an array if appropriate, by applying simplify2array(). By Andrie de Vries, Joris Meys . It seems like although rapply can handle keeping the data as a list, the data.frame attribute is lost (hence the extra lapply(..., as.data.frame). … First, I've created a vector called someText … that just contains two lines of … I also wish to preserve the "structure" of the original list. The sub() function (short for substitute) in R searches for a pattern in text and replaces this pattern with replacement text.You use sub() to substitute text for text, and you use its cousin gsub() to substitute all occurrences of a pattern. sapply(x, f, simplify = FALSE, USE.NAMES = FALSE) is the same as lapply(x, f). The resulting By using "^_$" as our pattern in gsub, we're saying to look for exactly that pattern. Generalized "’gsub’" and associated functions. Performance considerations. The reason this doesn't work is gsub takes Regular Expressions for the pattern argument, and + is a metacharacter than means "repeat one or more times", so "banana + banana" is interpreted as 'banana' followed by one or more spaces, followed by a space, followed by 'banana' Dates won't be affected. There is a part 2 coming that will look at density plots with ggplot , but first I thought I would go on a tangent to give some examples of the apply family, as they come up a lot working with R. 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