More typo, grammar, and style fixes

CONTRIBUTING.md

@@ -17,7 +17,7 @@ pip install --user sphinx
 
 Then navigate to the directory of the Makefile and ```make build``` or ```make html```. Sphinx will then generate the HTML in a folder called `_build/html/`
 
-After navigating to this folder, you can then use Python's built in webserver to view your changes locally:
+After navigating to this folder, you can then use Python's built in web server to view your changes locally:
 
 ``` bash
 python3 -m http.server

docs/dev/env.rst

@@ -188,7 +188,7 @@ Spyder
 
 `Spyder <https://github.com/spyder-ide/spyder>`_ is an IDE specifically geared
 toward working with scientific Python libraries (namely
-`Scipy <http://www.scipy.org/>`_). It includes integration with pyflakes_,
+`SciPy <http://www.scipy.org/>`_). It includes integration with pyflakes_,
 `pylint <http://www.logilab.org/857>`_ and
 `rope <https://github.com/python-rope/rope>`_.
 

docs/intro/documentation.rst

@@ -35,14 +35,14 @@ pydoc
 :program:`pydoc` is a utility that is installed when you install Python.
 It allows you to quickly retrieve and search for documentation from your
 shell. For example, if you needed a quick refresher on the
-:mod:`time` module, pulling up documentation would be as simple as
+:mod:`time` module, pulling up documentation would be as simple as:
 
     .. code-block:: console
 
        $ pydoc time
 
 The above command is essentially equivalent to opening the Python REPL
-and running
+and running:
 
     .. code-block:: pycon
 

docs/intro/learning.rst

@@ -37,24 +37,26 @@ pythonbasics.org is an introductiory tutorial for beginners. The tutorial includ
 Python for Beginners
 ~~~~~~~~~~~~~~~~~~~~
 
-thepythonguru.com is a tutorial focuses on beginner programmers. It covers many python concepts
-in depth. It also teaches you some advance constructs of python like lambda expression, regular expression.
-At last it finishes off with  tutorial "How to access MySQL db using python"
+thepythonguru.com is a tutorial focused on beginner programmers. It covers many Python concepts
+in depth. It also teaches you some advanced constructs of Python like lambda expressions and regular expressions.
+And last it finishes off with the tutorial "How to access MySQL db using Python"
 
-
-   `Python for beginners <http://thepythonguru.com/>`_
+   `Python for Beginners <http://thepythonguru.com/>`_
 
 Learn Python Interactive Tutorial
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 Learnpython.org is an easy non-intimidating way to get introduced to Python.
 The website takes the same approach used on the popular
-`Try Ruby <http://tryruby.org/>`_ website, it has an interactive Python
+`Try Ruby <http://tryruby.org/>`_ website. It has an interactive Python
 interpreter built into the site that allows you to go through the lessons
 without having to install Python locally.
 
     `Learn Python <http://www.learnpython.org/>`_
 
+Python for You and Me
+~~~~~~~~~~~~~~~~~~~~~
+
 If you want a more traditional book, *Python For You and Me* is an excellent
 resource for learning all aspects of the language.
 
@@ -71,7 +73,7 @@ Techbeamers.com provides step-by-step tutorials to teach Python. Each tutorial i
 Online Python Tutor
 ~~~~~~~~~~~~~~~~~~~
 
-Online Python Tutor gives you a visual step by step
+Online Python Tutor gives you a visual step-by-step
 representation of how your program runs. Python Tutor
 helps people overcome a fundamental barrier to learning
 programming by understanding what happens as the computer
@@ -133,15 +135,15 @@ Think Python: How to Think Like a Computer Scientist
 
 Think Python attempts to give an introduction to basic concepts in computer
 science through the use of the Python language. The focus was to create a book
-with plenty of exercises, minimal jargon and a section in each chapter devoted
+with plenty of exercises, minimal jargon, and a section in each chapter devoted
 to the subject of debugging.
 
 While exploring the various features available in the Python language the
 author weaves in various design patterns and best practices.
 
 The book also includes several case studies which have the reader explore the
 topics discussed in the book in greater detail by applying those topics to
-real-world examples. Case studies include assignments in GUI and Markov
+real-world examples. Case studies include assignments in GUI programming and Markov
 Analysis.
 
     `Think Python <http://greenteapress.com/thinkpython/html/index.html>`_
@@ -191,7 +193,7 @@ Code the blocks
 *Code the blocks* provides free and interactive Python tutorials for
 beginners. It combines Python programming with a 3D environment where
 you "place blocks" and construct structures. The tutorials teach you
-how to use Python to create progressively elaborate 3D structures,
+how to use Python to create progressively more elaborate 3D structures,
 making the process of learning Python fun and engaging.
 
     `Code the blocks <https://codetheblocks.com/tutorials/introduction>`_
@@ -204,17 +206,17 @@ Intermediate
 Python Tricks: The Book
 ~~~~~~~~~~~~~~~~~~~~~~~
 
-Discover Python's best practices with simple examples and start writing even more beautiful + Pythonic code. "Python Tricks: The Book" shows you exactly how.
+Discover Python's best practices with simple examples and start writing even more beautiful + Pythonic code. *Python Tricks: The Book* shows you exactly how.
 
-You’ll master intermediate and advanced-level features in Python with practical examples and a clear narrative:
+You’ll master intermediate and advanced-level features in Python with practical examples and a clear narrative.
 
     `Python Tricks: The Book <https://realpython.com/products/python-tricks-book/>`_
 
 Effective Python
 ~~~~~~~~~~~~~~~~
 
 This book contains 59 specific ways to improve writing Pythonic code. At 227
-pages, it is a very brief overview of some of the most commons adapations
+pages, it is a very brief overview of some of the most common adapations
 programmers need to make to become efficient intermediate level Python
 programmers.
 
@@ -241,13 +243,13 @@ Expert Python Programming deals with best practices in programming Python and
 is focused on the more advanced crowd.
 
 It starts with topics like decorators (with caching, proxy, and context manager
-case-studies), method resolution order, using super() and meta-programming, and
+case studies), method resolution order, using super() and meta-programming, and
 general :pep:`8` best practices.
 
 It has a detailed, multi-chapter case study on writing and releasing a package
 and eventually an application, including a chapter on using zc.buildout.  Later
 chapters detail best practices such as writing documentation, test-driven
-development, version control, optimization and profiling.
+development, version control, optimization, and profiling.
 
     `Expert Python Programming <http://www.packtpub.com/expert-python-programming/book>`_
 
@@ -261,7 +263,7 @@ and can make classes and objects behave in different and magical ways.
 
     `A Guide to Python's Magic Methods <http://www.rafekettler.com/magicmethods.html>`_
 
-.. note:: The Rafekettler.com is currently down, you can go to their Github version directly. Here you can find a PDF version:
+.. note:: Rafekettler.com is currently down; you can go to their GitHub version directly. Here you can find a PDF version:
     `A Guide to Python's Magic Methods (repo on GitHub) <https://github.com/RafeKettler/magicmethods/blob/master/magicmethods.pdf>`_
 
 
@@ -317,7 +319,7 @@ Transforming Code into Beautiful, Idiomatic Python
 
 Transforming Code into Beautiful, Idiomatic Python is a video by Raymond Hettinger.
 Learn to take better advantage of Python's best features and improve existing code
-through a series of code transformations, "When you see this, do that instead."
+through a series of code transformations: "When you see this, do that instead."
 
     `Transforming Code into Beautiful, Idiomatic Python <https://www.youtube.com/watch?v=OSGv2VnC0go>`_
 
@@ -328,7 +330,7 @@ Fullstack Python
 Fullstack Python offers a complete top-to-bottom resource for web development
 using Python.
 
-From setting up the webserver, to designing the front-end, choosing a database,
+From setting up the web server, to designing the front-end, choosing a database,
 optimizing/scaling, etc.
 
 As the name suggests, it covers everything you need to build and run a complete
@@ -353,15 +355,15 @@ Python in a Nutshell
 ~~~~~~~~~~~~~~~~~~~~
 
 Python in a Nutshell, written by Alex Martelli, covers most cross-platform
-Python's usage, from its syntax to built-in libraries to advanced topics such
+Python usage, from its syntax to built-in libraries to advanced topics such
 as writing C extensions.
 
     `Python in a Nutshell <http://shop.oreilly.com/product/9780596001889.do>`_
 
 The Python Language Reference
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-This is Python's reference manual, it covers the syntax and the core semantics
+This is Python's reference manual. It covers the syntax and the core semantics
 of the language.
 
     `The Python Language Reference <http://docs.python.org/reference/index.html>`_
@@ -388,15 +390,15 @@ Python Cookbook
 ~~~~~~~~~~~~~~~
 
 Python Cookbook, written by David Beazley and Brian K. Jones, is packed with
-practical recipes. This book covers the core python language as well as tasks
+practical recipes. This book covers the core Python language as well as tasks
 common to a wide variety of application domains.
 
     `Python Cookbook <http://shop.oreilly.com/product/0636920027072.do>`_
 
 Writing Idiomatic Python
 ~~~~~~~~~~~~~~~~~~~~~~~~
 
-"Writing Idiomatic Python", written by Jeff Knupp, contains the most common and
+Writing Idiomatic Python, written by Jeff Knupp, contains the most common and
 important Python idioms in a format that maximizes identification and
 understanding.  Each idiom is presented as a recommendation of a way to write
 some commonly used piece of code, followed by an explanation of why the idiom

docs/intro/news.rst

@@ -87,7 +87,7 @@ Python News is the news section in the official Python web site
 Import Python Weekly
 ********************
 
-Weekly Python Newsletter containing Python Articles, Projects, Videos, Tweets
+Weekly Python Newsletter containing Python Articles, Projects, Videos, and Tweets
 delivered in your inbox.  Keep Your Python Programming Skills Updated.
 
     `Import Python Weekly Newsletter <http://www.importpython.com/newsletter/>`_
@@ -97,6 +97,6 @@ delivered in your inbox.  Keep Your Python Programming Skills Updated.
 Awesome Python Newsletter
 *************************
 
-A weekly overview of the most popular Python news, articles and packages.
+A weekly overview of the most popular Python news, articles, and packages.
 
     `Awesome Python Newsletter <https://python.libhunt.com/newsletter>`_

docs/notes/styleguide.rst

@@ -137,7 +137,7 @@ Python examples:
 Externally Linking
 ******************
 
-* Prefer labels for well known subjects (ex: proper nouns) when linking:
+* Prefer labels for well known subjects (e.g. proper nouns) when linking:
 
   .. code-block:: rest
 
@@ -152,7 +152,7 @@ Externally Linking
 
       Read the `Sphinx Tutorial <http://sphinx.pocoo.org/tutorial.html>`_
 
-* Avoid using labels such as "click here", "this", etc. preferring
+* Avoid using labels such as "click here", "this", etc., preferring
   descriptive labels (SEO worthy) instead.
 
 

docs/scenarios/admin.rst

@@ -23,7 +23,7 @@ Install Fabric:
 
 The following code will create two tasks that we can use: ``memory_usage`` and
 ``deploy``. The former will output the memory usage on each machine. The
-latter will ssh into each server, cd to our project directory, activate the
+latter will SSH into each server, cd to our project directory, activate the
 virtual environment, pull the newest codebase, and restart the application
 server.
 
@@ -101,7 +101,7 @@ The following command lists all available minion hosts, using the ping module.
 
     $ salt '*' test.ping
 
-The host filtering is accomplished by matching the minion id,
+The host filtering is accomplished by matching the minion id
 or using the grains system. The
 `grains <http://docs.saltstack.org/en/latest/topics/targeting/grains.html>`_
 system uses static host information like the operating system version or the
@@ -131,7 +131,7 @@ it will install and start the Apache server:
         - require:
           - pkg: apache
 
-State files can be written using YAML, the Jinja2 template system or pure Python.
+State files can be written using YAML, the Jinja2 template system, or pure Python.
 
     `Salt Documentation <http://docs.saltstack.com>`_
 
@@ -141,7 +141,7 @@ Psutil
 ******
 
 `Psutil <https://github.com/giampaolo/psutil/>`_ is an interface to different
-system information (e.g. CPU, memory, disks, network, users and processes).
+system information (e.g. CPU, memory, disks, network, users, and processes).
 
 Here is an example to be aware of some server overload. If any of the
 tests (net, CPU) fail, it will send an email.
@@ -263,9 +263,9 @@ configures itself and this distributed approach makes Chef a scalable automation
 
 Chef works by using custom recipes (configuration elements), implemented in cookbooks. Cookbooks, which are basically
 packages for infrastructure choices, are usually stored in your Chef server.
-Read the `Digital Ocean tutorial series
+Read the `DigitalOcean tutorial series
 <https://www.digitalocean.com/community/tutorials/how-to-install-a-chef-server-workstation-and-client-on-ubuntu-vps-instances>`_
-on chef to learn how to create a simple Chef Server.
+on Chef to learn how to create a simple Chef Server.
 
 To create a simple cookbook the `knife <https://docs.chef.io/knife.html>`_ command is used:
 
@@ -299,8 +299,8 @@ Puppet Agents are installed on nodes whose state needs to be monitored or
 changed.  A designated server known as the Puppet Master is responsible for
 orchestrating the agent nodes.
 
-Agent nodes send basic facts about the system such as to the operating system,
-kernel, architecture, ip address, hostname etc. to the Puppet Master.
+Agent nodes send basic facts about the system such as the operating system,
+kernel, architecture, IP address, hostname, etc. to the Puppet Master.
 The Puppet Master then compiles a catalog with information provided by the
 agents on how each node should be configured and sends it to the agent. The
 agent enforces the change as prescribed in the catalog and sends a report back
@@ -320,7 +320,7 @@ your Puppet modules.
     Ubuntu
 
 Writing Modules in Puppet is pretty straight forward. Puppet Manifests together
-form Puppet Modules. Puppet manifest end with an extension of ``.pp``.
+form Puppet Modules. Puppet manifests end with an extension of ``.pp``.
 Here is an example of 'Hello World' in Puppet.
 
 .. code-block:: puppet
@@ -334,7 +334,7 @@ Here is an example of 'Hello World' in Puppet.
 Here is another example with system based logic. Note how the operating system
 fact is being used as a variable prepended with the ``$`` sign. Similarly, this
 holds true for other facts such as hostname which can be referenced by
-``$hostname``
+``$hostname``.
 
 .. code-block:: puppet
 
@@ -346,10 +346,10 @@ holds true for other facts such as hostname which can be referenced by
     }
 
 There are several resource types for Puppet but the package-file-service
-paradigm is all you need for undertaking majority of the configuration
+paradigm is all you need for undertaking the majority of the configuration
 management. The following Puppet code makes sure that the OpenSSH-Server
 package is installed in a system and the sshd service is notified to restart
-everytime the sshd configuration file is changed.
+every time the sshd configuration file is changed.
 
 .. code-block:: puppet
 
@@ -407,6 +407,6 @@ monitoring framework written in Python. Its main goal is to give users a flexibl
 architecture for their monitoring system that is designed to scale to large
 environments.
 
-Shinken is backwards-compatible with the Nagios configuration standard, and
-plugins.It works on any operating system, and architecture that supports Python
-which includes Windows, GNU/Linux, and FreeBSD.
+Shinken is backwards-compatible with the Nagios configuration standard and
+plugins. It works on any operating system and architecture that supports Python,
+which includes Windows, Linux, and FreeBSD.