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To plot a subset of a data frame in R, first use the subset() function to create a new data frame containing only the desired subset of data. Then, use the plot() function to create a visual representation of the data. This allows for the selection and visualization of a specific portion of the original data frame, making it easier to analyze and interpret the data.
Plot a Subset of a Data Frame in R
You can use the following methods to plot a subset of a data frame in R:
Method 1: Plot Subset of Data Frame Based on One Condition
#plot var1 vs. var2 where var3 is less than 15 with(df[df$var3 < 15,], plot(var1, var2))
Method 2: Plot Subset of Data Frame Based on Multiple Conditions
#plot var1 vs. var2 where var3 is less than 15 and var4 is greater than 3 with(df[(df$var3 < 15) & (df$var4 > 3),], plot(var1, var2))
The following examples show how to use each method in practice with the following data frame:
#create data frame df <- data.frame(A=c(1, 3, 3, 4, 5, 7, 8), B=c(3, 6, 9, 12, 15, 14, 10), C=c(10, 12, 14, 14, 17, 19, 20), D=c(5, 7, 4, 3, 3, 2, 1)) #view data frame df A B C D 1 1 3 10 5 2 3 6 12 7 3 3 9 14 4 4 4 12 14 3 5 5 15 17 3 6 7 14 19 2 7 8 10 20 1
Example 1: Plot Subset of Data Frame Based on One Condition
The following code shows how to create a scatter plot of variable A vs. variable B where variable C is less than 15:
#plot A vs. B where C is less than 15 with(df[df$C < 15,], plot(A, B))

Notice that only the rows in the data frame where variable C is less than 15 are shown in the plot.
Example 2: Plot Subset of Data Frame Based on Multiple Conditions
The following code shows how to create a scatter plot of variable A vs. variable B where variable C is less than 15 and variable D is greater than 3:
#plot A vs. B where C is less than 15 and D is greater than 3 with(df[(df$C< 15) & (df$D> 3),], plot(A, B))

Notice that only the rows in the data frame where variable C is less than 15 and variable D is greater than 3 are shown in the plot.
Cite this article
stats writer (2024). How can I plot a subset of a data frame in R?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-can-i-plot-a-subset-of-a-data-frame-in-r/
stats writer. "How can I plot a subset of a data frame in R?." PSYCHOLOGICAL SCALES, 27 Jun. 2024, https://scales.arabpsychology.com/stats/how-can-i-plot-a-subset-of-a-data-frame-in-r/.
stats writer. "How can I plot a subset of a data frame in R?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-can-i-plot-a-subset-of-a-data-frame-in-r/.
stats writer (2024) 'How can I plot a subset of a data frame in R?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-can-i-plot-a-subset-of-a-data-frame-in-r/.
[1] stats writer, "How can I plot a subset of a data frame in R?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, June, 2024.
stats writer. How can I plot a subset of a data frame in R?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.
