diff --git a/Markdown/FAQ.md b/Markdown/FAQ.md
index 63f133492c3c40ae7071ae32e41c750428ae76a7..7206101b3bcf514649ad9681d1905681ebabdb02 100755
--- a/Markdown/FAQ.md
+++ b/Markdown/FAQ.md
@@ -19,9 +19,9 @@
 
 2. PLOT DATA			-	The data to be plotted can be viewed in this file, the number of genes to be plotted can be increased/decreased using the slide bar (Number of Genes With Highest Variance) in DATA TABLE tab.
 
-3. CORRELATION HEATMAP      -	The heat map is generated and viewed in this tab.
+3. CORRELATION HEATMAP          -	The heat map is generated and viewed in this tab.
 
-4. CORRELATION MATRIX	    -	The correlation matrix generated can be viewed in this tab.
+4. CORRELATION MATRIX           -	The correlation matrix generated can be viewed in this tab.
 
 5. INFO - This tab presents a drop down with two tabs - 'FAQ' and 'ABOUT', from which frequently asked questions and information regarding availability, prerequisite packages and running information can be otained.
 
@@ -39,7 +39,7 @@ HGNC_symbol		Sample1			Sample2			Sample3
 
 Gene1			7.221534140		3.096289636		0.377739835
 
-Gene2			-1.922776449	    0.991096096		3.378650875
+Gene2			-1.922776449    0.991096096		3.378650875
 
 Gene3			6.474929692		5.982874941		4.702968285
 ```
diff --git a/Markdown/README.md b/Markdown/README.md
index 06f6c8fc5bad3a9a1915a6e2e48e502da606c1c2..855478c671efe2fe7832c15871810fa0061e8bb8 100755
--- a/Markdown/README.md
+++ b/Markdown/README.md
@@ -4,17 +4,16 @@ Correlation analysis is a powerful approach to determine the strength of associa
 
 ### Disclaimer
 
-
 CORPLOT tool is intended for visualization purpose only and should not be used for treating or diagnosing human subjects. 
 
 ### Availability  
 
-The source code and installation instructions can be obtained from []gitlab](https://gitlab.utu.fi/dhajam/corplot)
+The source code and installation instructions can be obtained from [gitlab](https://gitlab.utu.fi/dhajam/corplot).
 
 ### Required Software
 
-CORPLOT requires additional inhouse R packages in-order to run. The required pacakages can be obtained from this [link](https://gitlab.utu.fi/dhajam/corplot)
+CORPLOT requires additional inhouse R packages in-order to run. The required pacakages can be obtained from this [link](https://gitlab.utu.fi/dhajam/corplot).
 
 ### Frequently asked questions  
 
-Please refer to the [FAQ](https://gitlab.utu.fi/dhajam/corplot/blob/master/Markdown/FAQ.md) here
+Please refer to the [FAQ](https://gitlab.utu.fi/dhajam/corplot/blob/master/Markdown/FAQ.md) here.