documentation/layout

README.md

@@ -33,7 +33,7 @@ After installing the easiest way to get started is as follows (using pandas). Th
 
     df = data.maker.generate(logs='logs')
     df.head()
-    
+
 
 ## Limitations
 ---
@@ -42,8 +42,10 @@ GANS will generate data assuming the original data has all the value space neede
     
 - No new data will be created
     
-        Assuming we have a dataset with an gender attribute with values [M,F]. The synthetic data will not be able to generate genders outside [M,F]
+        Assuming we have a dataset with an gender attribute with values [M,F]. 
+        The synthetic data will not be able to generate genders outside [M,F]
 - Not advised on continuous values
 
-        GANS work well on discrete values and thus are not advised to be used to synthesize things like measurements (height, blood pressure, ...)
+        GANS work well on discrete values and thus are not advised to be used.
+        e.g:measurements (height, blood pressure, ...)