diff --git a/README.rst b/README.rst
index b7d1ada..331703d 100644
--- a/README.rst
+++ b/README.rst
@@ -1,17 +1,17 @@
 Python Data Access Framework for AWIPS II
 =========================================
 
-.. _Jupyter Notebook examples: http://nbviewer.jupyter.org/github/Unidata/python-awips/tree/master/examples/notebooks
+|PyPI| |PyPIDownloads| |LatestDocs|
 
-.. image:: https://img.shields.io/pypi/v/python-awips.svg
+.. |PyPI| image:: https://img.shields.io/pypi/v/python-awips.svg
         :target: https://pypi.python.org/pypi/python-awips/
         :alt: PyPI Package
 
-.. image:: https://img.shields.io/pypi/dm/python-awips.svg
+.. |PyPIDownloads| image:: https://img.shields.io/pypi/dm/python-awips.svg
         :target: https://pypi.python.org/pypi/python-awips/
         :alt: PyPI Downloads
 
-.. image:: https://readthedocs.org/projects/pip/badge/?version=latest
+.. |LatestDocs| image:: https://readthedocs.org/projects/pip/badge/?version=latest
         :target: http://python-awips.readthedocs.org/en/latest/
         :alt: Latest Doc Build Status
 
@@ -21,28 +21,28 @@ Install
 - pip install python-awips
 
 Requirements
--------------
+------------
 
 - Python 2.7 minimum
 - pip install numpy shapely
-- pip install metpy enum34 - to run `Jupyter Notebook examples`_
+- pip install metpy enum34 - to run Jupyter Notebook examples
 
 Documentation
-------------------
+-------------
 
 * http://python-awips.readthedocs.org/en/latest/
-* `Jupyter Notebook examples`_
+* http://nbviewer.jupyter.org/github/Unidata/python-awips/tree/master/examples/notebooks
 
 Install from Github
------------
+-------------------
 
 - git clone https://github.com/Unidata/python-awips.git
 - cd python-awips
 - python setup.py install
 
 
-Install for AWIPS Python (/awips2/python)
---------------------
+Install for AWIPS (/awips2/python)
+-----------------------------------------
 
 AWIPS II >=15.1.3 (March 2016) has `python-awips` bundled with the awips2-server and awips2-cave groups, as well as a full meteorological data stack (metpy, matplotlib, numpy, etc).
 
@@ -51,31 +51,3 @@ Easy install on an AWIPS system
 - wget https://bootstrap.pypa.io/ez_setup.py -O - | /awips2/python/bin/python
 - /awips2/python/bin/easy_install pip
 - /awips2/python/bin/pip install python-awips
-
-Grid Inventory
---------------
-
-A short script to request available grid names from an EDEX server::
-
-        #!python
-        from awips.dataaccess import DataAccessLayer
-
-        # Set host
-        DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu")
-
-        # Init data request
-        request = DataAccessLayer.newDataRequest()
-
-        # Set datatype
-        request.setDatatype("grid")
-
-        #
-        # getAvailableLocationNames method will return a list of all available models
-        #
-        # LocationNames mean different things to different plugins beware...radar is icao,
-        # satellite is sector, etc
-        #
-        available_grids = DataAccessLayer.getAvailableLocationNames(request)
-        for grid in available_grids:
-            print grid
-