Pandas pivot vs pivot_table: Handling duplicate values

Pandas pivot vs pivot_table: Handling duplicate values

Python Pandas: pivot vs pivot_table?

Both reshape data, but:

– pivot: one value per cell (errors if duplicates)
– pivot_table: aggregates duplicates (mean, sum, etc.)

Use pivot for clean data, pivot_table for real-world messiness.