What’s new in 3.1.0 (Month XX, 2026)#

These are the changes in pandas 3.1.0. See Release notes for a full changelog including other versions of pandas.

Enhancements#

enhancement1#

enhancement2#

Other enhancements#

Notable bug fixes#

These are bug fixes that might have notable behavior changes.

notable_bug_fix1#

notable_bug_fix2#

Backwards incompatible API changes#

Increased minimum versions for dependencies#

Some minimum supported versions of dependencies were updated. If installed, we now require:

Package

Minimum Version

Required

Changed

X

X

For optional libraries the general recommendation is to use the latest version. The following table lists the lowest version per library that is currently being tested throughout the development of pandas. Optional libraries below the lowest tested version may still work, but are not considered supported.

Package

Minimum Version

Changed

X

See Dependencies and Optional dependencies for more.

Other API changes#

Deprecations#

Performance improvements#

Bug fixes#

Categorical#

Datetimelike#

Timedelta#

Timezones#

Numeric#

Conversion#

Strings#

Interval#

Indexing#

Missing#

MultiIndex#

I/O#

Period#

Plotting#

Groupby/resample/rolling#

Reshaping#

Sparse#

ExtensionArray#

Styler#

Other#

Contributors#