diff --git a/README.md b/README.md
index cdd6697..8b9ab99 100644
--- a/README.md
+++ b/README.md
@@ -3,12 +3,12 @@ PapiPlot
 
 PapiPlot takes the output generated with ![Papify](https://github.com/alejoar/papify) and generates cute graphs you can use to evaluate the performance of your ORC-Apps. These graphs come served with a generated html where value tables are included for each graph, so you can check the specific value for each point. An example of an html generated with PapiPlot has been set up ![here](http://alejoar.github.io/papiplot/index.html).
 
-PapiPlot generates the graphs ussing _gnuplot_, so make sure you have it installed:
+PapiPlot generates the graphs ussing **gnuplot**, so make sure you have it installed:
 ```
 sudo apt-get install gnuplot
 ```
 
-If you place the PapiPlot binary inside the _papi-output_ dir, you can run it without any arguments: it will generate the graphs with default parameters. Other options available are:
+If you place the PapiPlot binary inside the **papi-output** dir, you can run it without any arguments: it will generate the graphs with default parameters. Other options available are:
 ``` 
 -p [path]	 Set path to the papi-output folder generated with Papify. If not specified, current directory will be used.