Web Reference: This Introduction to R video series will get you up to speed on R and programming 101 or programming foundations. In R, missing values are represented by the symbol NA (not available). Feb 21, 2026 · In R, missing values are denoted by NA (Not Available) and NaN (Not a Number). Handling missing values is an important step in data preprocessing because they can affect analysis results and model performance. Missing values can distort statistical calculations and visualizations. Learn how R represents missing and impossible values, and practice handling missing data. Check out a course on cleaning data in R for more practice.
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