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To decompose a time series with trend and seasonal components using loess method in R, we can follow the below steps −First of all, create a time series object.Then, use stl function to decompose the time series with trend and seasonal components.ExampleCreate the time series objectLet’s create a time series object using ts function −x
To display text in bar plot in the middle using ggplot2 in R, we can follow the below steps −First of all, create a data frame.Then, use ggplot function and geom_bar function to create the bar plot along with geom_text function to display the text in the middleExampleCreate the data frameLet’s create a data frame as shown below −x
To find the percentage of zeros in each column of a data.table object in R, we can follow the below steps −First of all, create a data.table object.Then, use colSums function along with nrow function to find the percentage of zeros in each column.Example 1Create the data.table objectLet’s create a data.table object as shown below −library(data.table) y1
To create a plot of matrix elements with the help of corrplot function, we would need to set is.corr argument to FALSE so that the matrix values will be plotted in the diagram, otherwise, the corrplot function requires correlation matrix instead of a matrix hence there will be an error as shown in the Example below.ExampleConsider the matrix given below −M
To remove rows in R matrix that contains a specific number, we can follow the below steps −First of all, create a matrix.Then, use single square subsetting with apply function to remove rows that contains a specific number.ExampleCreate the data frameLet’s create a data frame as shown below −M
To draw concentric circles, we can use draw.circle function of plotrix package but firstly, we would need to create a blank graph with plot function as shown below.For Example, we can create three concentric circles at position X=5 and Y=5 having radius of 1, 2, and 3 by using the below command −draw.circle(5, 5, c(3, 2, 1), col=c("blue", "red", "green"))ExampleTo create three concentric circles at position X=5 and Y=5 having radius of 1, 2, and 3 add the following code to the above snippet −plot(1:10, type="n")OutputIf you execute all the above given snippets as a single program, it generates the ... Read More
To convert values greater than a threshold into 1 in R data frame column, we can follow the below steps −First of all, create a data frame.Then, use ifelse function to convert values greater than a threshold into 1.ExampleCreate the data frameLet’s create a data frame as shown below −x
To subset R data frame rows if at least one or more values matches, we can follow the below steps −First of all, create a data frame.Then, use rowSums function along with sapply function and values for match to subset the data frame rows if at least one or more values matches.ExampleCreate the data frameLet’s create a data frame as shown below −x
To repeat column values in R data frame by values in another column, we can follow the below steps −First of all, create a data frame.Then, use rep function along with cbind function to repeat column values in the matrix by values in another column.ExampleCreate the data frameLet’s create a data frame as shown below −x
To standardize selected columns in R data frame, we can follow the below steps −First of all, create a data frame.Then, use scale function with subsetting to standardize selected columns.ExampleCreate the data frameLet’s create a data frame as shown below −v1