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df.notna()

AI & DATA SCIENCE // df-notna

Detect existing (non-missing) values.

Syntax

valid_mask = df.notna()

Examples

Example 01Basic Usage
valid_mask = df.notna()

Best Practices

  • Use vectorized operations over iterations (e.g. iterrows()) for performance.
  • Always verify memory usage when loading large files.