diff --git a/src/g5505_file_reader.py b/src/g5505_file_reader.py
index 6f8ad28..d0f4b17 100644
--- a/src/g5505_file_reader.py
+++ b/src/g5505_file_reader.py
@@ -106,15 +106,6 @@ def dataframe_to_np_structured_array(df: pd.DataFrame):
     # Convert the DataFrame to a structured array
     structured_array = np.array(list(df.itertuples(index=False, name=None)), dtype=dtype)
 
-    #return structured_array
-    #table_header = df.columns
-    #table = df.to_numpy()
-
-    #rows,cols = table.shape
-    #tmp = [tuple(table[i,:]) for i in range(rows)]
-    #dtype_tmp = [(table_header[i],'f4') for i in range(cols)]
-    #data = np.array(tmp, dtype=dtype_tmp)
-
     return structured_array
 
 def read_txt_files_as_dict(filename : str ):
@@ -210,7 +201,7 @@ def read_txt_files_as_dict(filename : str ):
 
             df_categorical_attrs['timestamps'] = df_categorical_attrs[timestamp_variables].astype(str).agg(' '.join, axis=1)
             df_categorical_attrs = df_categorical_attrs.drop(columns = timestamp_variables)
-            #print(df_categorical_attrs)
+
 
 
         categorical_variables = [item for item in df_categorical_attrs.columns]