R Programming: Replace NA values with 3 in a given data frame
R Programming: Data frame Exercise-14 with Solution
Write a R program to replace NA values with 3 in a given data frame.
Sample Solution :
R Programming Code :
exam_data = data.frame(
name = c('Anastasia', 'Dima', 'Katherine', 'James', 'Emily', 'Michael', 'Matthew', 'Laura', 'Kevin', 'Jonas'),
score = c(12.5, 9, 16.5, 12, 9, 20, 14.5, 13.5, 8, 19),
attempts = c(1, NA, 2, NA, 2, NA, 1, NA, 2, 1),
qualify = c('yes', 'no', 'yes', 'no', 'no', 'yes', 'yes', 'no', 'no', 'yes')
)
print("Original dataframe:")
print(exam_data)
exam_data[is.na(exam_data)] = 3
print("After removing NA with 3, the said dataframe becomes:")
print(exam_data)
Sample Output:
[1] "Original dataframe:" name score attempts qualify 1 Anastasia 12.5 1 yes 2 Dima 9.0 NA no 3 Katherine 16.5 2 yes 4 James 12.0 NA no 5 Emily 9.0 2 no 6 Michael 20.0 NA yes 7 Matthew 14.5 1 yes 8 Laura 13.5 NA no 9 Kevin 8.0 2 no 10 Jonas 19.0 1 yes [1] "After removing NA with 3, the said dataframe becomes:" name score attempts qualify 1 Anastasia 12.5 1 yes 2 Dima 9.0 3 no 3 Katherine 16.5 2 yes 4 James 12.0 3 no 5 Emily 9.0 2 no 6 Michael 20.0 3 yes 7 Matthew 14.5 1 yes 8 Laura 13.5 3 no 9 Kevin 8.0 2 no 10 Jonas 19.0 1 yes
R Programming Code Editor:
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