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pd.qcut()

AI & DATA SCIENCE // pd-qcut

Quantile-based discretization function.

Syntax

df['quartile'] = pd.qcut(df['salary'], q=4, labels=False)

Examples

Example 01Basic Usage
df['quartile'] = pd.qcut(df['salary'], q=4, labels=False)

Best Practices

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