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REFERENCEpandas

pandas Documentation

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Series.str.replace()

AI & DATA SCIENCE // series-str-replace

Replace each occurrence of pattern/regex in the Series/Index.

Syntax

df['name'] = df['name'].str.replace('old', 'new')

Examples

Example 01Basic Usage
df['name'] = df['name'].str.replace('old', 'new')

Best Practices

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