issues link updated. formatting updated for readme.

README.rst

@@ -11,7 +11,9 @@
 Summary
 -------
 
-Text pre-processing package to aid in NLP package development for Python3. With this package you can order text cleaning functions in the order you prefer rather than relying on the order of an arbitrary NLP package.
+Text pre-processing package to aid in NLP package development for Python3. With this package you 
+can order text cleaning functions in the order you prefer rather than relying on the order of an 
+arbitrary NLP package.
 
 Installation
 ------------
@@ -62,22 +64,25 @@ Once you have the package installed, implementing it with Python3 takes the foll
 >>> print(clean_string)
 "important string"
 
-Should the functions be performed in a different order (i.e. keyword_tokenize - remove_urls - remove_non_bound_punct) :
+Should the functions be performed in a different order (i.e. keyword_tokenize -> remove_urls -> 
+remove_non_bound_punct) :
 
 >>> print(clean_string)
 "important string http example.com"
 
 Organisation
 ------------
 
-This package is comprised of a single module with no intended subpackages currently. The *preprocessing* package is dependent on NLTK for tokenizers and stopwords. However, ignoring this, the package only has built-in dependencies from Python 3.
+This package is comprised of a single module with no intended subpackages currently. The 
+*preprocessing* package is dependent on NLTK for tokenizers and stopwords. However, ignoring this,
+the package only has built-in dependencies from Python 3.
 
 Contributing
 ------------
 
 If you feel like contributing:
 
-* `Check for open issues <https://github.com/mwtmurphy/pre-processing/issues>`_ or open a new issue
+* `Check for open issues <https://github.com/SpotlightData/preprocessing/issues>`_ or open a new issue
 * Fork the preprocessing repository to start making your changes
 * Write a test which shows the bug was fixed or that the feature works as expected
 * Send a pull request and remember to add yourself to `CONTRIBUTORS.md <https://github.com/SpotlightData/preprocessing/blob/master/CONTRIBUTORS.md>`_