For Data Science Learners
Mastering R Programming for Data Science: Tips and Tricks, As data science continues to evolve, the demand for R programming skills has become a necessary tool for data professionals to extract insights from data rapidly. R is a powerful language that offers a wide range of tasks, including statistics, visualization, and machine learning. Mastering R…
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R-Change Number of Bins in Histogram, the default number of bins is determined by Sturges’ Rule. However, you can override this rule by specifying a specific number of bins using the breaks argument in the hist function. R-Change Number of Bins in Histogram For example, to create a histogram with 7 bins, you can use…
How to Specify Histogram Breaks in R, you may want to specify the number of breaks or bins to use. How to Specify Histogram Breaks in R By default, the hist() function uses Sturges’ Rule to determine the optimal number of bins based on the number of observations in the dataset. However, you can override…
Creating a Histogram of Two Variables in R, Histograms are a powerful visualization tool in R, allowing you to visualize the distribution of values for a single variable. Creating a Histogram of Two Variables in R But what if you want to visualize the distribution of two variables? In this article, we’ll show you how…
Adding Subtitles in ggplot2, Data visualization is a critical aspect of data analysis, allowing for the communication of complex data in a manner that is accessible and understandable. One of the most popular packages for creating visualizations in R is ggplot2, which stands out for its versatility and ease of use. In this article, we…
Adding a footnote to a ggplot2 plot in R can enhance the information presented by providing additional context or source attribution. Add Footnote to ggplot2 To add a footnote, you can utilize the labs() function with the caption argument. Here’s a simple example to illustrate this: Free Data Science Books » EBooks » finnstats #…
Calculating the correlation between two variables by group in R is a powerful technique that allows you to analyze the relationships between variables within specific groups. In this article, we will explore how to use the dplyr package to calculate the correlation between two variables by group. Basic Syntax The basic syntax to calculate the…
Best Books on Generative AI, Generative AI is a subset of artificial intelligence that focuses on creating new, original content, such as images, music, and text, using algorithms and machine learning techniques. This type of AI has revolutionized the way we create and interact with data, and has opened up new possibilities for industries such…
Multiple regression model in R, it is often necessary to fit multiple regression models to a dataset and compare the resulting coefficients from each model. One of the best ways to do this is by using the mtable() function from the memisc package in R. Multiple regression model in R The mtable() function uses the…
Descriptive statistics in R, it is often necessary to create a table that contains descriptive statistics for variables in a data frame. One of the best ways to do this is by using the stat.desc() function from the pastecs package in R. This function can be used to perform a variety of statistical analyses, including…