Who explains apply lapply and sapply functions in R?
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Write a 500-word essay about the most popular R functions, such as lapply, sapply, apply, apply.default, etc. Highlight their features, limitations, and benefits, and give real-world examples to illustrate them. Also, do not forget to mention the author’s experience and expert opinion on the topic. Use APA or MLA referencing style. No plagiarism! Punctuation and grammar are of paramount importance in academic writing, but I am a master of the essay, and
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In everyday coding, we often use the apply() function, and the sapply() function. These functions apply a function to an array or vector, and return the results as a new array or vector. The use cases are numerous: 1. Summing all elements in a vector 2. go to the website Concatenating multiple arrays or vectors 3. Splitting an array into several smaller arrays based on a specific condition 4. Counting the frequency of elements The first step is to understand the syntax and parameters of the apply() function, and the sapply() function
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When you want to apply a function to a list of objects, apply can help you reduce code repetition. You could use apply() function directly to select a subset of the list or a list of functions, then apply them using lapply() or sapply() function. Here is a common example using lapply() function: r list_of_strings <- c("Hello", "World", "R") result <- apply(list_of_strings, 1, length) in this case, the list is passed to the `
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“Who explains apply lapply and sapply functions in R?” As the title suggests, my article introduces two of R’s most commonly used functional programming tools — apply and sapply. They are frequently used in the programming languages like R and Python to perform common tasks like looping through multiple data frames, matrices, lists, and other data sets. Here’s a quick description of each function. Firstly, let’s look at apply. It’s used to apply a function repeatedly to each element of a dataset or matrix. For example, suppose you have
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The next most fundamental concept in R is apply. The apply function is used to apply a function to each element of an array or vector, producing an array or vector in return. To use apply, the user creates a function that implements the desired operation and specifies an input vector (or a matrix) and an output vector or array. Then, the user creates an array using a function, called the “apply” function, which applies the input function to each element of the input array, producing an output array. This function then produces an output array from a list of input arrays.