Standardize Data in R: Quick Guide

In R language, you can use the scale() function to standardize data. The specific steps are as follows:

1. Install and load necessary packages (if not already installed):

install.packages("ggplot2")
library(ggplot2)

1. Create a data frame and load the data:
   Assume we have a data frame named df, which contains numeric columns that need to be standardized.
2. Normalize the data using the scale() function.

df_scaled <- as.data.frame(scale(df))

1. View the standardized data:

print(df_scaled)

By following the steps above, you can standardize the data and save the standardized results in the df_scaled dataframe.