R Programming

How To Replace Values Using `replace()` and `is.na()` in R — step-by-step DevOps tutorial on Progressive Robot

How To Replace Values Using `replace()` and `is.na()` in R

URL: https://www.progressiverobot.com/replace-in-r/ Introduction In data analysis, you may need to address missing values, negative values, or non-accurate values that are present in the dataset. These problems can be addressed by replacing the values with 0, NA, or the mean. In this article, you will explore how to use the replace() and is.na() functions in R. […]

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Get the number of rows and columns in R — step-by-step DevOps tutorial on Progressive Robot

Get the number of rows and columns in R

Hello, readers! In this article, we will be focusing on the concept of rows and columns in R i.e. get the number of rows and columns of an object in R programming, in detail. So, let us begin!! 🙂 Be it a [matrix](/community/tutorials/matrix-arrays-in-r) or a [data frame](/community/tutorials/data-frames-in-r-programming), we deal with the data in terms of […]

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How to take the samples using sample() in R? — step-by-step DevOps tutorial on Progressive Robot

How to take the samples using sample() in R?

URL: https://www.progressiverobot.com/sample-in-r/ Let's understand one of the frequently used functions, sample() in R. In data analysis, taking samples of the data is the most common process done by the analysts. To study and understand the data, sometimes taking a sample is the best way and it is mostly true in case of big data. R […]

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Reading Google Sheets In R [the Easy Way] — step-by-step DevOps tutorial on Progressive Robot

Reading Google Sheets In R [the Easy Way]

If I ask you a question – "Do you use spreadsheets"?, I will immediately get a straight YES. It shows how popular and useful spreadsheets are in day-to-day business operations. If you are an analyst, then spreadsheets are invaluable. You might have used both Excel and Google sheets for your works. There is a good […]

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How to use sink() function in R — step-by-step DevOps tutorial on Progressive Robot

How to use sink() function in R

URL: https://www.progressiverobot.com/sink-function-in-r/ You can use sink() function in R to drive the data to the external connections. Hello folks, today we will be looking into the applications of the sink() function in R. We are going to try to make connections in multiple formats such as text and [csv file types](/community/tutorials/r-read-csv-file-into-data-frame). Using the sink() function, […]

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How to use strsplit() function in R? — step-by-step DevOps tutorial on Progressive Robot

How to use strsplit() function in R?

URL: https://www.progressiverobot.com/strsplit-function-in-r/ As a programmer, you may need to work on tons of strings. You will perform concatenation and splitting of them very often. There comes the strsplit() function in R. In a previous article, we have discussed the [paste()](/community/tutorials/paste-in-r) function to concatenate the strings. Now, let's see how we can split a [string vector](/community/tutorials/vectors-in-r) […]

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How to Use min() and max() in R — step-by-step DevOps tutorial on Progressive Robot

How to Use min() and max() in R

URL: https://www.progressiverobot.com/min-max-in-r/ Finding min and max values is pretty much simple with the functions min() and max() in R. You know that we have functions like [mean](/community/tutorials/find-the-mean-of-values-in-r), [median](/community/tutorials/find-the-median-in-r), [sd](/community/tutorials/find-standard-deviation-in-r), and mode to calculate the average, middle, and dispersion of values respectively. But did you ever thought of a function which gives you min and max […]

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How To Use sub() and gsub() in R — step-by-step DevOps tutorial on Progressive Robot

How To Use sub() and gsub() in R

URL: https://www.progressiverobot.com/sub-and-gsub-function-r/ Introduction The sub() and gsub() functions in R will substitute the string or the characters in a vector or a data frame with a specific string. These functions are useful when performing changes on large data sets. In this article, you will explore how to use sub() and gsub() functions in R. Prerequisites […]

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How to Normalize data in R [3 easy methods] — step-by-step DevOps tutorial on Progressive Robot

How to Normalize data in R [3 easy methods]

URL: https://www.progressiverobot.com/normalize-data-in-r/ Hello, readers! In this article, we will be having a look at 3 Easy Ways to Normalize data in R programming. So, let us begin!! 🙂 What is Normalization? Feature Scaling is an essential step prior to modeling while solving prediction problems in Data Science. Machine Learning algorithms work well with the data […]

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