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R Operations

How to Add an Index (numeric ID) Column to a Data Frame in R

Suppose you have the following data frame: data ...

How to Generate a Sample Using the Sample Function in R

The sample() function in R allows you to take a random sample of elements from a dataset or a vector, either with or without replacement. The basic...

How to Rename Data Frame Columns in R

This tutorial explains how to rename data frame columns in R using a variety of different approaches. For each of these examples, we’ll be working...

A Guide to apply(), lapply(), sapply(), and tapply() in R

This tutorial explains the differences between the built-in R functions apply(), sapply(), lapply(), and tapply() along with examples of when and how to use...

How to Extract Specific Columns from Data Frame in R

You can use the following methods to extract specific columns from a data frame in R: Method 1: Extract Specific Columns Using Base R df Method 2:...

R: The Difference Between ifelse() vs. if_else()

There are three advantages that the if_else() function in dplyr has over the ifelse() function in base R: 1. The if_else() function verifies that both...

How to Remove Duplicate Rows in R so None are Left

You can use the following methods in R to remove duplicate rows from a data frame so that none are left in the resulting...

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