pandas

About

pandas is ranked #30 of 36 in data transformation tools on Inferse. It runs on Linux, macOS, Self-hosted, Windows. There is a free plan.

Compared on data transformation tools

Deployment model

self_hostedpandas.pydata.org

Transformation interface

codepandas.pydata.org

Supported data formats

CSV, delimited text, fixed-width text, clipboard, Excel, OpenDocument, JSON, HTML, XML, LaTeX, HDF5, Feather, Parquet, Apache Iceberg, ORC, SQL, Google BigQuery, Stata, SAS, SPSS, Python Picklepandas.pydata.org

Data quality checks

Yespandas.pydata.org

Facts

Purpose

pandas is an open-source tool for data analysis and manipulation built on Python.pandas.pydata.org · 5 Oct 2026

DataFrames

It provides an efficient DataFrame object for data manipulation with integrated indexing.pandas.pydata.org · 5 Oct 2026

Data formats

It reads and writes formats including CSV, Excel, SQL, JSON, and Parquet.pandas.pydata.org · 5 Oct 2026

Analysis

It supports filtering, summary statistics, custom aggregation, reshaping, pivoting, joins, and merges.pandas.pydata.org · 5 Oct 2026

Time series

It includes tools for date, time, and time-indexed data, including date-range and frequency operations.pandas.pydata.org · 5 Oct 2026

Visualization

It provides plotting that uses Matplotlib.pandas.pydata.org · 5 Oct 2026

Integrations

Optional dependencies add features for Excel, SQL databases, cloud storage such as Amazon S3 and Google Cloud Storage, plotting, and other tasks.pandas.pydata.org · 5 Oct 2026

Installation

The pandas development team distributes it through conda-forge, PyPI, and source code on GitHub.pandas.pydata.org · 5 Oct 2026

Supported systems

The documentation describes installation on Linux, macOS, and Windows.pandas.pydata.org · 5 Oct 2026

Dependencies

pandas requires NumPy and python-dateutil; tzdata is required on Windows and Pyodide.pandas.pydata.org · 5 Oct 2026

Optional requirements

Some methods require optional dependencies; for example, reading HDF5 requires PyTables and Markdown output requires tabulate.pandas.pydata.org · 5 Oct 2026

Performance

The library says critical code paths are written in Cython or C.pandas.pydata.org · 5 Oct 2026

Project

The project is affiliated with the NumFOCUS Foundation and releases its software under a BSD or similar open-source license.pandas.pydata.org · 5 Oct 2026

Support

The website directs users to ask questions on Stack Overflow and provides documentation and community tutorials.pandas.pydata.org · 5 Oct 2026

Company

Founded

2008pandas.pydata.org · 28 Sept 2026

Where it ranks on Inferse

• Best Data Transformation Tools in 2026#30 of 36

Sources

• pandas.pydata.org· checked 5 Oct 2026
• pandas.pydata.org/about/index.html· checked 5 Oct 2026
• pandas.pydata.org/docs/getting_started/index.html· checked 5 Oct 2026
• pandas.pydata.org/pandas-docs/stable/getting_started/inst· checked 5 Oct 2026
• pandas.pydata.org/about/governance.html· checked 5 Oct 2026