Pandas 1.0.0

This is a major release from 0.25.3, and includes a number of API changes, new
features, enhancements, and performance improvements along with a large number
of bug fixes.

Highlights include

• A redesigned website and documentation theme
• Using Numba in rolling.apply
• A new DataFrame method for converting to Markdown
• A new scalar for missing values
• Dedicated extension types for string and
  nullable boolean data

See the whatsnew for a list of all the
changes.

The release can be installed from PyPI

python -m pip install --upgrade pandas

Or with conda from the defaults or conda-forge channels.

conda install pandas

Please report any issues with the release candidate on the pandas
issue tracker.

v1.0.0rc0

This is the first release candidate for 1.0.0. If all goes well, we'll release pandas 1.0.0 in about two weeks.

Highlights include

• A new scalar for missing values
• Dedicated extension types for string and
  nullable boolean data
• Using Numba in rolling.apply
• A redesigned website and documentation theme

See the whatsnew for a list of all the
changes.

The release can be installed from PyPI

python -m pip install --upgrade --pre pandas==1.0.0rc0

Or from conda-forge

conda install -c conda-forge/label/rc pandas==1.0.0rc0

Please report any issues with the release candidate on the pandas
issue tracker.

v0.25.3

This is a minor bug-fix release in the 0.25.x series and includes some regression fixes
and bug fixes. We recommend that all users upgrade to this version.

See the full whatsnew for a list of all the changes.

The release can be installed with conda from the defaults and conda-forge channels:

conda install pandas

Or via PyPI:

python3 -m pip install --upgrade pandas

Please report any issues with the release on the pandas issue tracker.

v0.25.2

This is a minor bug-fix release in the 0.25.x series and includes some regression fixes
and bug fixes. We recommend that all users upgrade to this version.

See the full whatsnew for a list of all the changes.

The release can be installed with conda from the defaults and conda-forge channels:

conda install pandas

Or via PyPI:

python3 -m pip install --upgrade pandas

Please report any issues with the release on the pandas issue tracker.

v0.25.1

This is a minor bug-fix release in the 0.25.x series and includes some regression fixes
and bug fixes. We recommend that all users upgrade to this version.

See the full whatsnew for a list of all the changes.

The release can be installed with conda from the defaults and conda-forge channels:

conda install pandas

Or via PyPI:

python -m pip install --upgrade pandas

Pandas 0.25.0

This is a major release from 0.24.2 and includes a number of API changes, new
features, enhancements, and performance improvements along with a large number
of bug fixes.

Highlights include

• Dropped Python 2 support
• Groupby aggregation with relabeling
• Better repr for MultiIndex
• Better truncated repr for Series and DataFrame
• Series.explode to split list-like values to rows

See the release notes for a full list of all the changes from 0.24.2.

The release can be installed with conda using the defaults or conda-forge channels

conda install pandas

Or via PyPI

python3 -m pip install --upgrade pandas

Please report any issues with the release on the pandas issue tracker.

v0.25.0rc0

This is a major release from 0.24.2 and includes a number of API changes, new
features, enhancements, and performance improvements along with a large number
of bug fixes.

Highlights include

• Dropped Python 2 support
• Groupby aggregation with relabeling
• Better repr for MultiIndex
• Better truncated repr for Series and DataFrame

See the release notes for a full list of all the change from 0.24.2.

The release candidate can be installed with conda using the conda-forge channel

conda install -c conda-forge/label/rc pandas=0.25.0rc0

Or via PyPI

python3 -m pip install --upgrade --pre pandas

Please report any issues with the release candidate on the pandas issue tracker.

v0.24.2

This is a minor bug-fix release in the 0.24.x series and includes some regression fixes
and bug fixes. We recommend that all users upgrade to this version.

See the full whatsnew for a list of all the changes.

The release can be installed with conda from the defaults and conda-forge channels:

conda install pandas

Or via PyPI:

python -m pip install --upgrade pandas

v0.24.1

This is a minor bug-fix release in the 0.24.x series and includes some regression fixes
and bug fixes. We recommend that all users upgrade to this version.

See the full whatsnew for a list of all the changes.

The release can be installed with conda from the defaults and conda-forge channels:

conda install pandas

Or via PyPI:

python -m pip install --upgrade pandas

Pandas 0.24.0

This is a major release from 0.23.4 and includes a number of API changes, new
features, enhancements, and performance improvements along with a large number
of bug fixes.

Highlights include:

• Optional Nullable Integer Support
• New APIs for accessing the array backing a Series or Index
• A new top-level pandas.array() method for creating arrays
• Store Interval and Period data in a Series or DataFrame
• Joining with two MultiIndexes

See the release notes for a full list of all the change from 0.23.4

The release candidate can be installed with conda using the defaults or conda-forge channels

conda install pandas

Or via PyPI

python3 -m pip install --upgrade pandas

Note that 0.24.x is the last series of releases to support Python 2.

Please report any issues with the release candidate on the pandas issue tracker.