diff --git a/README.md b/README.md
index 257650c..c90d9fd 100644
--- a/README.md
+++ b/README.md
@@ -604,7 +604,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
 
 * [curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
 * [Eel](https://github.com/ChrisKnott/Eel) - A library for making simple Electron-like offline HTML/JS GUI apps.
-* [enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declaratic Syntax like QML.
+* [enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declarative Syntax like QML.
 * [Flexx](https://github.com/zoofIO/flexx) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
 * [Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line.
 * [kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
@@ -792,7 +792,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
 *Libraries for working with human languages.*
 
 - General
-    * [gensim](https://github.com/RaRe-Technologies/gensim) - Topic Modelling for Humans.
+    * [gensim](https://github.com/RaRe-Technologies/gensim) - Topic Modeling for Humans.
     * [langid.py](https://github.com/saffsd/langid.py) - Stand-alone language identification system.
     * [nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data.
     * [pattern](https://github.com/clips/pattern) - A web mining module for the Python.
@@ -830,7 +830,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
 *Libraries for building user's activities.*
 
 * [django-activity-stream](https://github.com/justquick/django-activity-stream) - Generating generic activity streams from the actions on your site.
-* [Stream Framework](https://github.com/tschellenbach/Stream-Framework) - Building newsfeed and notification systems using Cassandra and Redis.
+* [Stream Framework](https://github.com/tschellenbach/Stream-Framework) - Building news feed and notification systems using Cassandra and Redis.
 
 ## ORM