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R Advanced Data Management

Introduction of S3 class in R programming

We provide effective and economically affordable training courses for R and Python, click here for more details and course registration ! S3 class system is the most used R object oriented programming mechanism. The calling of ‘S3’ comes from the third version of S, which is the ancestor of R Read more…

By wilsonzhang746, 11 monthsJune 2, 2024 ago
R Data Structure Dataset

Create, index and modify lists in R

We provide effective and economically affordable training courses for R and Python, click here for more details and course registration ! List is a type of data objects in R. It can store different types of data objects into one object. You can combine scalars, vectors, matrices, data frames, and Read more…

By wilsonzhang746, 11 monthsJune 1, 2024 ago
R Basic Data Management

How to create, index and modify data frames in R

We provide effective and economically affordable training courses for R and Python, click here for more details and course registration ! Data frame is the most widely used data object in R programming, due to the fact that a data frame can store different type of data contents (numeric, character, Read more…

By wilsonzhang746, 11 monthsMay 30, 2024 ago
R Basic Data Management

Some useful functions for working with objects in R

We provide effective and economically affordable training courses for R and Python, click here for more details and course registration ! In this post, we will introduce and provide several useful and important functions in R. Most of them are fairly basic, and frequently used in data analysis with R Read more…

By wilsonzhang746, 11 monthsMay 26, 2024 ago
R Basic Data Management

Using with() function to simplify your work in R

We provide effective and economically affordable training courses for R and Python, click here for more details and course registration ! with() function in R provides an alternative and often easier way to deal with data management and analysis. Say we have a data frame ‘grade’, and want to calculate Read more…

By wilsonzhang746, 11 monthsMay 25, 2024 ago
R Basic Data Management

Variable type and conversion in R

We provide effective and economically affordable training courses for R and Python, click here for more details and course registration ! In R programming, variable type can be numeric or character. Categorical variables are usually called factors. R provides a series of functions working with specific type test and type Read more…

By wilsonzhang746, 11 monthsMay 24, 2024 ago
R Advanced Data Management

Environment system in R programming

We provide effective and economically affordable training courses for R and Python, click here for more details and course registration ! R’s environment system behaves as a hierarchical folder system where objects in an R session are located. So when a R session is started, and with several objects created, Read more…

By wilsonzhang746, 11 monthsMay 19, 2024 ago
ggplot2

Combination of a box plot and a violin plot using ggplot2 in R

We provide effective and economically affordable training courses for R and Python, Click here for more details and course registration ! A Box plot shows descriptive statistics of a continuous with a box and whispers. Five statistics of the variable, namely, the minimum and the maximum, the median, and the Read more…

By wilsonzhang746, 11 monthsMay 13, 2024 ago
ggplot2

Plot histograms using ggplot2 in R

We provide effective and economically affordable training courses for R and Python, Click here for more details and course registration ! Histogram is a type of graph that shows the distribution of a continuous variable. The range of value of the variable is divided into parts (range), then the frequency Read more…

By wilsonzhang746, 11 monthsMay 11, 2024 ago
ggplot2

Plot Barchart with ggplot2 in R

We provide effective and economically affordable training courses for R and Python, Click here for more details and course registration ! Barcharts can be used to plot the frequency of a single categorical variable, or illustrate the cross relationship between two or more categorical variables. In R programming, function geom_bar() Read more…

By wilsonzhang746, 12 monthsMay 9, 2024 ago

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