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Sep 5, 2018
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DOC: Update link and description of the Spyder IDE in Ecosystem docs #22136

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c2ca10c
Update link to Spyder IDE in ecosystem doc
CAM-Gerlach Jul 30, 2018
791deb3
Describe the Spyder IDE's now much more extensive pandas integration
CAM-Gerlach Jul 30, 2018
99c2ec1
Clean up few instances of trailing whitespace in ecosystem doc
CAM-Gerlach Jul 30, 2018
3085707
Minor tweaks to pandas class names in doc per reviewer feedback
CAM-Gerlach Jul 30, 2018
72ab47d
Shorten Spyder section in ecosystem doc
CAM-Gerlach Aug 2, 2018
d8d13f0
Fix missing closing backticks on two Spyder links in ecosystem doc
CAM-Gerlach Aug 17, 2018
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39 changes: 28 additions & 11 deletions doc/source/ecosystem.rst
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Expand Up @@ -14,7 +14,7 @@ development to remain focused around it's original requirements.

This is an inexhaustive list of projects that build on pandas in order to provide
tools in the PyData space. For a list of projects that depend on pandas,
see the
see the
`libraries.io usage page for pandas <https://libraries.io/pypi/pandas/usage>`_
or `search pypi for pandas <https://pypi.org/search/?q=pandas>`_.

Expand Down Expand Up @@ -44,7 +44,7 @@ ML pipeline.
`Featuretools <https://github.com/featuretools/featuretools/>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Featuretools is a Python library for automated feature engineering built on top of pandas. It excels at transforming temporal and relational datasets into feature matrices for machine learning using reusable feature engineering "primitives". Users can contribute their own primitives in Python and share them with the rest of the community.
Featuretools is a Python library for automated feature engineering built on top of pandas. It excels at transforming temporal and relational datasets into feature matrices for machine learning using reusable feature engineering "primitives". Users can contribute their own primitives in Python and share them with the rest of the community.

.. _ecosystem.visualization:

Expand Down Expand Up @@ -149,13 +149,30 @@ for pandas ``display.`` settings.
qgrid is "an interactive grid for sorting and filtering
DataFrames in IPython Notebook" built with SlickGrid.

`Spyder <https://github.com/spyder-ide/spyder/>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
`Spyder <https://www.spyder-ide.org/>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Spyder is a cross-platform PyQt-based IDE combining the editing, analysis,
debugging and profiling functionality of a software development tool with the
data exploration, interactive execution, deep inspection and rich visualization
capabilities of a scientific environment like MATLAB or Rstudio.

Its `Variable Explorer <https://docs.spyder-ide.org/variableexplorer.html>`__
allows users to view, manipulate and edit pandas ``Index``, ``Series``,
and ``DataFrame`` objects like a "spreadsheet", including copying and modifying
values, sorting, displaying a "heatmap", converting data types and more.
Pandas objects can also be renamed, duplicated, new columns added,
copyed/pasted to/from the clipboard (as TSV), and saved/loaded to/from a file.
Spyder can also import data from a variety of plain text and binary files
or the clipboard into a new pandas DataFrame via a sophisticated import wizard.

Most pandas classes, methods and data attributes can be autocompleted in
Spyder's `Editor <https://docs.spyder-ide.org/editor.html>`__ and
`IPython Console <https://docs.spyder-ide.org/ipythonconsole.html>__,
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You are missing the closing backtick on this line and the one below

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Silly mistake on my part; thanks for the catch. Fixed.

and Spyder's `Help pane<https://docs.spyder-ide.org/help.html>__ can retrieve
and render Numpydoc documentation on pandas objects in rich text with Sphinx
both automatically and on-demand.

Spyder is a cross-platform Qt-based open-source Python IDE with
editing, testing, debugging, and introspection features.
Spyder can now introspect and display Pandas DataFrames and show
both "column wise min/max and global min/max coloring."

.. _ecosystem.api:

Expand Down Expand Up @@ -205,12 +222,12 @@ This package requires valid credentials for this API (non free).
pandaSDMX is a library to retrieve and acquire statistical data
and metadata disseminated in
`SDMX <http://www.sdmx.org>`_ 2.1, an ISO-standard
widely used by institutions such as statistics offices, central banks,
and international organisations. pandaSDMX can expose datasets and related
widely used by institutions such as statistics offices, central banks,
and international organisations. pandaSDMX can expose datasets and related
structural metadata including data flows, code-lists,
and data structure definitions as pandas Series
or MultiIndexed DataFrames.

`fredapi <https://github.com/mortada/fredapi>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
fredapi is a Python interface to the `Federal Reserve Economic Data (FRED) <http://research.stlouisfed.org/fred2/>`__
Expand Down