R Basic

The as.vector() function converts an input R object into a vector. The object can be anything like a matrix, array, or factor. The return value is a vector. When you convert the matrix to a vector, it will remove the attributes, such as dimension, to transform into a vector. When you convert a factor to … Read more

The is.matrix() is a built-in R function that checks whether an input object is a matrix. It returns TRUE if the object is a matrix and FALSE otherwise. To prevent unexpected errors, you need to check if the input object is a matrix, and that’s where we need this function. It makes our code more … Read more

The is.logical() function in R checks whether an input object’s data type is logical. If the object is logical and its values are either TRUE or FALSE, it returns TRUE; otherwise, it returns FALSE. This function checks the underlying type of the object. Due to the nature of the function, you can use it in … Read more

The is.list() function in R checks if an input object is a list. It returns TRUE if an object is a list and FALSE otherwise. This function checks if an object itself is a list, not the elements of the list.  For example, if a list has vector and data frames, it is still a … Read more

R is.integer() function checks if a variable or an object is of type integer. It returns TRUE if it is an integer and FALSE otherwise. Numbers are stored in either integer or double (floating-point) data types. In R, the simple number 5 is not of type integer; it is a value of type double. To … Read more

The is.nan() is a built-in R function that checks if a vector or any valid object contains “Not a Number (NaN)” values. It returns a logical vector of the same length as the input, with each element being TRUE if the corresponding element in the input is NaN and FALSE otherwise. By default, this function … Read more

The is.infinite() function checks each element of a vector or an R object contains infinity. If an element is infinite, the corresponding element in the output vector is TRUE. Otherwise, FALSE.  By default, it handles atomic vectors, but it can also handle other data types. In R, there are two types of infinity: Inf (positive … Read more

as.character() The as.character() is a generic function in R that converts any type of object to a character object. If you pass complex data types such as lists or data frames to this function, it will convert the whole structure into a character object. It has different internal methods to handle different types of input … Read more

In the process of data cleaning, you often need to identify and remove non-finite values from the datasets before analysis. The actual non-finite (infinite) values are Inf(positive infinity) and –Inf(negative infinity). NA and NaN are special cases. is.finite() R is.finite() function checks whether input objects are finite. By default, it handles atomic vectors, but it can … Read more

R consists of various data types, and “factor” is one of them. You can use the factor type to represent categorical data such as gender (male or female), marital status(married, divorced, single, widowed), etc. If you want to validate the data and ensure that you want to handle categorical data efficiently, you must first identify … Read more