pandas is a Python data analysis library that provides high-performance, user friendly data structures and data analysis tools for the Python programming language. It enables you to carry out entire data analysis workflows in Python without having to switch to a more domain specific language. With pandas, performance, productivity and collaboration in doing data analysis in Python can significantly increase.

pandas is continuously being developed to be a fundamental high-level building block for doing practical, real world data analysis in Python, as well as powerful and flexible open source data analysis/ manipulation tool for any language.

Features

  • Intelligent data alignment and integrated handling of missing data
  • Size mutability: columns can be inserted and deleted from data structures
  • Powerful and flexible group-by functionality
  • Fast and efficient DataFrame object for data manipulation with integrated indexing
  • Intelligent label-based slicing, fancy indexing, and subsetting of large data sets
  • Intuitive merging and joining data sets
  • Flexible reshaping and pivoting of data sets
  • Hierarchical axis indexing
  • Robust IO tools for loading data
  • Time series-specific functionality: date range generation and frequency conversion, moving window statistics, date shifting and lagging

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License

BSD License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Data Analytics Tool, Python Big Data Tool

Registered

2020-01-21