diff --git a/README.md b/README.md
index 5a6e2b6..a2cb6fa 100644
--- a/README.md
+++ b/README.md
@@ -914,7 +914,7 @@ Code Formatters
 * Framework agnostic
     * [apistar](https://github.com/encode/apistar) - A smart Web API framework, designed for Python 3.
     * [falcon](http://falconframework.org/) - A high-performance framework for building cloud APIs and web app backends.
-    * [hug](https://github.com/timothycrosley/hug) - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
+    * [hug](https://github.com/timothycrosley/hug) - A Python 3 framework for cleanly exposing APIs.
     * [restless](https://github.com/toastdriven/restless) - Framework agnostic REST framework based on lessons learned from Tastypie.
     * [ripozo](https://github.com/vertical-knowledge/ripozo) - Quickly creating REST/HATEOAS/Hypermedia APIs.
     * [sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems.
@@ -943,7 +943,7 @@ Code Formatters
 * [bccb](https://github.com/chapmanb/bcbb) - Collection of useful code related to biological analysis.
 * [Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation.
 * [cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages.
-* [Colour](http://colour-science.org/) - A colour science package implementing a comprehensive number of colour theory transformations and algorithms.
+* [Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms.
 * [NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks.
 * [NIPY](http://nipy.org) - A collection of neuroimaging toolkits.
 * [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python.
@@ -1057,12 +1057,12 @@ Code Formatters
     * [sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework.
     * [splinter](https://github.com/cobrateam/splinter) - Open source tool for testing web applications.
 * Mock
+    * [mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library.
     * [doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python.
     * [freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module.
     * [httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+.
     * [httpretty](https://github.com/gabrielfalcao/HTTPretty) - HTTP request mock tool for Python.
-    * [mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library.
-    * [Mocket](https://github.com/mindflayer/python-mocket) - Socket Mock Framework plus HTTP[S]/asyncio/gevent mocking library with recording/replaying capability.
+    * [mocket](https://github.com/mindflayer/python-mocket) - A socket mock framework with gevent/asyncio/SSL support.
     * [responses](https://github.com/getsentry/responses) - A utility library for mocking out the requests Python library.
     * [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests.
 * Object Factories
@@ -1077,7 +1077,7 @@ Code Formatters
     * [faker](https://github.com/joke2k/faker) - A Python package that generates fake data.
     * [radar](https://pypi.org/project/radar/) - Generate random datetime / time.
 * Error Handler
-    * [FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
+    * [FuckIt.py](https://github.com/ajalt/fuckitpy) - The Python error steamroller.
 
 ## Text Processing
 
@@ -1092,7 +1092,7 @@ Code Formatters
     * [pangu.py](https://github.com/vinta/pangu.py) - Paranoid text spacing.
     * [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python.
     * [pypinyin](https://github.com/mozillazg/python-pinyin) - Convert Chinese hanzi (漢字) to pinyin (拼音).
-    * [textdistance](https://github.com/orsinium/textdistance) - Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
+    * [textdistance](https://github.com/orsinium/textdistance) - Compute distance between sequences with 30+ algorithms.
     * [unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text.
 * Slugify
     * [awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode.
@@ -1129,7 +1129,7 @@ Code Formatters
 * [furl](https://github.com/gruns/furl) - A small Python library that makes parsing and manipulating URLs easy.
 * [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation.
 * [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib.
-* [webargs](https://github.com/marshmallow-code/webargs) - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.
+* [webargs](https://github.com/marshmallow-code/webargs) - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
 
 ## Video