diff --git a/README.rst b/README.rst
index 44cbe11f12e..107dd9e048f 100644
--- a/README.rst
+++ b/README.rst
@@ -201,9 +201,9 @@ If the resources mentioned above don't answer your questions or simply overwhelm
 Concurrency
 ~~~~~~~~~~~
 
-Since v20.0, ``python-telegram-bot`` is built on top of Pythons ``asyncio`` module.
+Since v20.0, ``python-telegram-bot`` is built on top of Python's ``asyncio`` module.
 Because ``asyncio`` is in general single-threaded, ``python-telegram-bot`` currently does not aim to be thread-safe.
-Noteworthy parts of ``python-telegram-bots`` API that are likely to cause issues (e.g. race conditions) when used in a multi-threaded setting include:
+Noteworthy parts of ``python-telegram-bot``'s API that are likely to cause issues (e.g. race conditions) when used in a multi-threaded setting include:
 
 * ``telegram.ext.Application/Updater.update_queue``
 * ``telegram.ext.ConversationHandler.check/handle_update``