Hi all,

I'm happy to announce pandas that pandas 0.23.1 has been released.

This is a minor bug-fix release in the 0.23.x series and includes some
regression fixes, bug fixes, and performance improvements.
We recommend that all users upgrade to this version.
See the full whatsnew
<https://pandas.pydata.org/pandas-docs/version/0.23.1/whatsnew.html#v0-23-1>
for a list of all the changes.

The release can be installed with conda from the default channel and
conda-forge::

conda install pandas

Or via PyPI:

python -m pip install --upgrade pandas

A total of 30 people contributed patches to this release. People with a “+”
by their names contributed a patch for the first time.

   - Adam J. Stewart
   - Adam Kim +
   - Aly Sivji
   - Chalmer Lowe +
   - Damini Satya +
   - Dr. Irv
   - Gabe Fernando +
   - Giftlin Rajaiah
   - Jeff Reback
   - Jeremy Schendel +
   - Joris Van den Bossche
   - Kalyan Gokhale +
   - Kevin Sheppard
   - Matthew Roeschke
   - Max Kanter +
   - Ming Li
   - Pyry Kovanen +
   - Stefano Cianciulli
   - Tom Augspurger
   - Uddeshya Singh +
   - Wenhuan
   - William Ayd
   - chris-b1
   - gfyoung
   - h-vetinari
   - nprad +
   - ssikdar1 +
   - tmnhat2001
   - topper-123
   - zertrin +
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