pandas

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A fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language

ProgrammingPandas Pivot Table: Long to Wide DataFrame Guide

Learn pandas pivot and pivot_table to reshape DataFrames from long to wide format. Handle duplicates with aggfunc (mean, sum), fill NaNs, multi-indexes, crosstab counts, and melt reverse. Code examples for real scenarios.

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ProgrammingPrint NumPy Matrix as Formatted Table with Headers in Python

Learn to print NumPy matrix as a neatly aligned table with variable-length headers like team names. Use tabulate for exact output, pandas DataFrame, or PrettyTable. Right-align numbers, no loops needed. Step-by-step code examples for console tables.

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