diff --git a/scripts/combine2.py b/scripts/combine2.py
index f384248..2dee54a 100644
--- a/scripts/combine2.py
+++ b/scripts/combine2.py
@@ -132,9 +132,14 @@ df_final.loc[df_final['Test Result'] == 'NBL', 'Test Result'] = 'Negative Border
 df_final.loc[df_final['Gender'] == 'Male', 'Gender'] = 'MALE'
 df_final.loc[df_final['Gender'] == 'Female', 'Gender'] = 'FEMALE'
 
-print(df_final.groupby(["Gender"]).describe())
+#df_final = df.drop_duplicates(subset=['Sample ID', "Test Time"], keep='last')
+
+df_dedup = pd.read_excel(curdir + path_delim + "data/July_Sept_12_shared.xlsx", sheet_name="op")
+
+print(df_dedup)
+print(df_dedup.groupby(["Gender"]).describe())
 
 
 writer = pd.ExcelWriter(curdir + path_delim + "data/July_Sept.xlsx", engine = 'openpyxl')
 df_final.to_excel(writer, sheet_name = 'op', index=False)
-writer.close()
\ No newline at end of file
+writer.close()