Hello everyone! In this article, I will show you how you can use tidyr for data manipulation. tidyr is a package by Hadley Wickham that makes it easy to tidy your data. It is often used in conjunction with dplyr. Data is said to be tidy when each column represents ...

In this article, I will show you how you can use the reshape2 package to convert data from wide to long format and vice versa. It was written and is maintained by Hadley Wickham. Long format vs Wide format In wide format data, each column represents a different variable. For ...

In this article, I will show you how to fit a linear regression to predict the energy output at a Combined Cycle Power Plant(CCPP). The dataset is obtained from the UCI Machine Learning Repository. The dataset contains five columns, namely, Ambient Temperature (AT), Ambient Pressure (AP), Relative Humidity (RH), ...

In this article, I will demonstrate how to use the apply family of functions in R. They are extremely helpful, as you will see. apply apply can be used to apply a function to a matrix. For example, let’s create a sample dataset: data

dplyr is a package for data manipulation, written and maintained by Hadley Wickham. It provides some great, easy-to-use functions that are very handy when performing exploratory data analysis and manipulation. Here, I will provide a basic overview of some of the most useful functions contained in the package. For this ...