<commit_before>===============================
About Workbench
===============================

**A medium-data framework for security research and development teams.**

Workbench focuses on simplicity, transparency, and easy on-site customization. 
As an open source python project it provides light-weight task management, execution and pipelining for a loosely-coupled set of python classes. 

|Build Status| |Coverage Status| |Code Health| |Project Stats|

|Project Ready| |Project InProgress| |Gitter chat|

.. |Build Status| image:: https://travis-ci.org/SuperCowPowers/workbench.png?branch=master
    :target: https://travis-ci.org/SuperCowPowers/workbench

.. |Coverage Status| image:: https://coveralls.io/repos/SuperCowPowers/workbench/badge.png
    :target: https://coveralls.io/r/SuperCowPowers/workbench

.. |Code Health| image:: https://landscape.io/github/SuperCowPowers/workbench/master/landscape.png
    :target: https://landscape.io/github/SuperCowPowers/workbench/master

.. |Project Stats| image:: https://www.ohloh.net/p/workbench/widgets/project_thin_badge.gif
    :target: https://www.ohloh.net/p/workbench

.. |Project Ready| image:: https://badge.waffle.io/supercowpowers/workbench.png?label=on_deck&title=On_Deck
    :target: https://waffle.io/supercowpowers/workbench

.. |Project InProgress| image:: https://badge.waffle.io/supercowpowers/workbench.png?label=In_Progress&title=In_Progress
    :target: https://waffle.io/supercowpowers/workbench

.. |Gitter chat| image:: https://badges.gitter.im/SuperCowPowers/workbench.png
	:target: https://gitter.im/SuperCowPowers/workbench

.. |Requirements| image:: https://requires.io/github/SuperCowPowers/workbench/requirements.png?branch=master
	:target: https://requires.io/github/SuperCowPowers/workbench/requirements/?branch=master
	:alt: Requirements Status

.. |Fury| image:: https://badge.fury.io/py/workbench.png
    :target: http://badge.fury.io/py/workbench

.. |PyPI| image:: https://pypip.in/d/workbench/badge.png
    :target: https://pypi.python.org/pypi/workbench


- Workbech Documentation: Workbench_Docs_
- Users Email List: Users_Email_List_
- Developers Email List: Developers_Email_List_

.. _Workbench_Docs: http://workbench.readthedocs.org/en/latest/
.. _Users_Email_List: https://groups.google.com/forum/#!forum/workbench-users
.. _Developers_Email_List: https://groups.google.com/forum/#!forum/workbench-devs

Workbench Examples
--------------------
- `PCAP to Graph <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PCAP_to_Graph.ipynb>`_ (Short and Awesome)
- `Workbench Demo <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Workbench_Demo.ipynb>`_
- `Adding a new Worker <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Adding_Worker.ipynb>`_ (Super Hawt)
- `PCAP to Dataframe <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PCAP_to_Dataframe.ipynb>`_
- `PCAP DriveBy Analysis <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PCAP_DriveBy.ipynb>`_
- `Using Neo4j for PE File Sim Graph <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PE_SimGraph.ipynb>`_
- `Generator Pipelines Notebook <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Generator_Pipelines.ipynb>`_
- WIP Notebooks
	- `Network Stream Analysis Notebook <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Network_Stream.ipynb>`_
	- `PE File Static Analysis Notebook <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PE_Static_Analysis.ipynb>`_



Pull the repository
-------------------
.. image:: http://raw.github.com/supercowpowers/workbench/master/images/warning.jpg
    :alt: warning
    :width: 80
    :align: left
.. warning:: Caution!: The repository contains malcious data samples, be careful, exclude the workbench directory from AV, etc...
.. code:: sh
	
	git clone https://github.com/supercowpowers/workbench.git

Read the Documentation
----------------------
Workbech Documentation: Workbench_Docs_<commit_msg>trying to fix image size<commit_after>===============================
About Workbench
===============================

**A medium-data framework for security research and development teams.**

Workbench focuses on simplicity, transparency, and easy on-site customization. 
As an open source python project it provides light-weight task management, execution and pipelining for a loosely-coupled set of python classes. 

|Build Status| |Coverage Status| |Code Health| |Project Stats|

|Project Ready| |Project InProgress| |Gitter chat|

.. |Build Status| image:: https://travis-ci.org/SuperCowPowers/workbench.png?branch=master
    :target: https://travis-ci.org/SuperCowPowers/workbench

.. |Coverage Status| image:: https://coveralls.io/repos/SuperCowPowers/workbench/badge.png
    :target: https://coveralls.io/r/SuperCowPowers/workbench

.. |Code Health| image:: https://landscape.io/github/SuperCowPowers/workbench/master/landscape.png
    :target: https://landscape.io/github/SuperCowPowers/workbench/master

.. |Project Stats| image:: https://www.ohloh.net/p/workbench/widgets/project_thin_badge.gif
    :target: https://www.ohloh.net/p/workbench

.. |Project Ready| image:: https://badge.waffle.io/supercowpowers/workbench.png?label=on_deck&title=On_Deck
    :target: https://waffle.io/supercowpowers/workbench

.. |Project InProgress| image:: https://badge.waffle.io/supercowpowers/workbench.png?label=In_Progress&title=In_Progress
    :target: https://waffle.io/supercowpowers/workbench

.. |Gitter chat| image:: https://badges.gitter.im/SuperCowPowers/workbench.png
	:target: https://gitter.im/SuperCowPowers/workbench

.. |Requirements| image:: https://requires.io/github/SuperCowPowers/workbench/requirements.png?branch=master
	:target: https://requires.io/github/SuperCowPowers/workbench/requirements/?branch=master
	:alt: Requirements Status

.. |Fury| image:: https://badge.fury.io/py/workbench.png
    :target: http://badge.fury.io/py/workbench

.. |PyPI| image:: https://pypip.in/d/workbench/badge.png
    :target: https://pypi.python.org/pypi/workbench


- Workbech Documentation: Workbench_Docs_
- Users Email List: Users_Email_List_
- Developers Email List: Developers_Email_List_

.. _Workbench_Docs: http://workbench.readthedocs.org/en/latest/
.. _Users_Email_List: https://groups.google.com/forum/#!forum/workbench-users
.. _Developers_Email_List: https://groups.google.com/forum/#!forum/workbench-devs

Workbench Examples
--------------------
- `PCAP to Graph <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PCAP_to_Graph.ipynb>`_ (Short and Awesome)
- `Workbench Demo <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Workbench_Demo.ipynb>`_
- `Adding a new Worker <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Adding_Worker.ipynb>`_ (Super Hawt)
- `PCAP to Dataframe <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PCAP_to_Dataframe.ipynb>`_
- `PCAP DriveBy Analysis <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PCAP_DriveBy.ipynb>`_
- `Using Neo4j for PE File Sim Graph <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PE_SimGraph.ipynb>`_
- `Generator Pipelines Notebook <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Generator_Pipelines.ipynb>`_
- WIP Notebooks
	- `Network Stream Analysis Notebook <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/Network_Stream.ipynb>`_
	- `PE File Static Analysis Notebook <http://nbviewer.ipython.org/url/raw.github.com/SuperCowPowers/workbench/master/notebooks/PE_Static_Analysis.ipynb>`_



Pull the repository
-------------------
.. image:: http://raw.github.com/supercowpowers/workbench/master/images/warning.jpg
    :alt: warning
    :width: 80 px
    :align: left
.. warning:: Caution!: The repository contains malcious data samples, be careful, exclude the workbench directory from AV, etc...
.. code:: sh
	
	git clone https://github.com/supercowpowers/workbench.git

Read the Documentation
----------------------
Workbech Documentation: Workbench_Docs_
{'fraction_non_alphanumeric': 0.15997181113460182, 'fraction_numerical': 0.0007047216349541931, 'mean_word_length': 4.66156914893617, 'pattern_counts': {'":': 0, '<': 21, '<?xml version=': 0, '>': 21, 'https://': 44, 'lorem ipsum': 0, 'www.': 4, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 6, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6142647', 'n_tokens_mistral': 3027, 'n_tokens_neox': 2879, 'n_words': 452}