diff --git a/README.rst b/README.rst
index 720831c..952db7b 100644
--- a/README.rst
+++ b/README.rst
@@ -2,7 +2,7 @@
 Overview
 ========
 
-VMTP is a data path performance tool for OpenStack clouds.
+VMTP is a data path performance measurement tool for OpenStack clouds.
 
 
 Features
@@ -92,7 +92,11 @@ VMTP will display the results to stdout with the following data:
     |   |   |  average, min, max and stddev round trip time in ms
 
 Detailed results can also be stored in a file in JSON format using the *--json* command line argument and/or stored directly into a MongoDB server. See :download:`here <_static/example.json>` for an example JSON file that is generated by VMTP.
+The packaged python tool genchart.py can be used to generate from the JSON result files column charts in HTML format visible from any browser.
 
+Example of column chart generated by genchart.py:
+
+.. image:: images/genchart-sample.png
 
 Limitations and Caveats
 -----------------------
diff --git a/doc/source/images/genchart-sample.png b/doc/source/images/genchart-sample.png
new file mode 100644
index 0000000..02a3f35
Binary files /dev/null and b/doc/source/images/genchart-sample.png differ
diff --git a/doc/source/usage.rst b/doc/source/usage.rst
index 8367ca0..3ce202e 100644
--- a/doc/source/usage.rst
+++ b/doc/source/usage.rst
@@ -275,3 +275,34 @@ It is possible to use VMTP to measure throughput for IPv6
 
 Set ipv6_mode to slaac, dhcpv6-stateful or dhcpv6-stateless. If SLAAC or DHCPv6 stateless is enabled make sure to have radvd packaged in as part of openstack install. For DHCPv6 stateful you need dnsmasq version >= 2.68. The test creates 2 networks and creates 1 IPv4 and 1 IPv6 subnet inside each of these networks. The subnets are created based on the IPv6 mode that you set in the configuration file. The Floating IP result case is skipped for IPv6 since there is no concept of a floating ip with IPv6. 
 
+Generating charts from JSON results
+-----------------------------------
+
+.. code::
+    usage: genchart.py [-h] [-c <file>] [-b] [-p <all|tcp|udp>] [-v]
+                       <file> [<file> ...]
+
+    VMTP Chart Generator V0.0.1
+
+    positional arguments:
+      <file>                vmtp json result file
+
+    optional arguments:
+      -h, --help            show this help message and exit
+      -c <file>, --chart <file>
+                            create and save chart in html file
+      -b, --browser         display (-c) chart in the browser
+      -p <all|tcp|udp>, --protocol <all|tcp|udp>
+                            select protocols:all, tcp, udp
+      -v, --version         print version of this script and exit
+
+Examples of use:
+
+Generate charts from the JSON results file "tb172.json", store resulting html to "tb172.html" and open that file in the browser:
+.. code::
+    python genchart.py --chart tb172.html --browser tb172.json
+    
+Same but only show UDP numbers:
+.. code::
+    python genchart.py --chart tb172.html --browser --protocol udp tb172.json
+
diff --git a/genchart.py b/genchart.py
index 9fe3141..f8d87c9 100755
--- a/genchart.py
+++ b/genchart.py
@@ -216,7 +216,7 @@ class GoogleChartsBarChart:
 
     def plot(self, dest_file):
         with open(dest_file, 'w') as dest:
-            print('Plotting bar chart to ' + dest_file + '...')
+            print('Generating chart drawing code to ' + dest_file + '...')
             self._plot(dest)
 
 def gen_chart(files, chart_dest, browser, protocols=''):