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📊 Missing values slowing you down? Learn how to find columns with all NA values in base R using efficient techniques like is.na() and apply(). Code examples included! 💡

👉 Read the full guide: https://www.spsanderson.com/steveondata/posts/2024-12-05/

#R #RStats #Programming #DataAnalysis #NAvalues #Blog #RProgramming #Data
ALT text: A screenshot of R code in a dark-themed editor. The code demonstrates how to create a sample data frame with four columns: "A" with numbers 1 to 5, "B" and "D" with all `NA` values, and "C" with letters "a" to "e". Below, the code identifies columns with all missing values using `colSums(is.na())` and stores the result in the variable `all_na_cols`, which is then printed. The code highlights R functions and syntax in different colors.