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DOC: updates
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doc/source/release.rst

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@@ -47,8 +47,9 @@ along with several new features, enhancements, and performance improvements.
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Highlights include:
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- Bug in ``DataFrame.drop_duplicates`` was a regression from 0.16.2, causing incorrect results on integer values (:issue:`11376`)
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- Support for Conditional HTML Formatting, see :ref:`here <whatsnew_0171.style>`
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- Releasing the GIL on the csv reader & other ops, see :ref:`here <whatsnew_0171.performance>`
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- Regression in ``DataFrame.drop_duplicates`` from 0.16.2, causing incorrect results on integer values (:issue:`11376`)
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See the :ref:`v0.17.1 Whatsnew <whatsnew_0171>` overview for an extensive list
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of all enhancements and bugs that have been fixed in 0.17.1.

doc/source/style.rst

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.. currentmodule:: pandas
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*****
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Style
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*****
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.. raw:: html
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:file: html-styling.html

doc/source/visualization.rst

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import matplotlib.pyplot as plt
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plt.close('all')
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Plotting
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********
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*************
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Visualization
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*************
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We use the standard convention for referencing the matplotlib API:
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doc/source/whatsnew/v0.17.1.txt

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We recommend that all users upgrade to this version.
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Highlights include:
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- Bug in ``DataFrame.drop_duplicates`` was a regression from 0.16.2, causing incorrect results on integer values (:issue:`11376`)
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- Support for Conditional HTML Formatting, see :ref:`here <whatsnew_0171.style>`
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- Releasing the GIL on the csv reader & other ops, see :ref:`here <whatsnew_0171.performance>`
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- Regression in ``DataFrame.drop_duplicates`` from 0.16.2, causing incorrect results on integer values (:issue:`11376`)
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.. contents:: What's new in v0.17.1
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:local:
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- Bug in list-like indexing with a mixed-integer Index (:issue:`11320`)
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- Bug in ``pivot_table`` with ``margins=True`` when indexes are of ``Categorical`` dtype (:issue:`10993`)
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- Bug in ``DataFrame.plot`` cannot use hex strings colors (:issue:`10299`)
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- Bug in ``DataFrame.drop_duplicates`` was a regression from 0.16.2, causing incorrect results on integer values (:issue:`11376`)
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- Regression in ``DataFrame.drop_duplicates`` from 0.16.2, causing incorrect results on integer values (:issue:`11376`)
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- Bug in ``pd.eval`` where unary ops in a list error (:issue:`11235`)
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- Bug in ``squeeze()`` with zero length arrays (:issue:`11230`, :issue:`8999`)
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- Bug in ``describe()`` dropping column names for hierarchical indexes (:issue:`11517`)

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