Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -55,6 +55,8 @@ class NewDataset(GeneratorBasedBuilder):
         
     def _generate_examples(self, filepath):
         df = pd.read_csv(filepath)
+
+        # Group the DataFrame by post ID
         grouped_df = df.groupby('PostID')
 
         for post_id, group in grouped_df:
@@ -71,9 +73,19 @@ class NewDataset(GeneratorBasedBuilder):
             post_permalink = post_data['PostPermalink']
 
             comments = []
+            seen_comment_ids = set()  # Set to keep track of seen comment IDs
+
             for index, comment_row in group.iterrows():
+                comment_id = str(comment_row['CommentID'])
+
+                # Check if comment ID has been seen before
+                if comment_id in seen_comment_ids:
+                    continue  # Skip duplicate comments
+                else:
+                    seen_comment_ids.add(comment_id)
+
                 comment = {
-                    "CommentID": str(comment_row['CommentID']),
+                    "CommentID": comment_id,
                     "CommentAuthor": comment_row['CommentAuthor'],
                     "CommentBody": comment_row['CommentBody'],
                     "CommentTimestamp": comment_row['CommentTimestamp'],
@@ -110,5 +122,6 @@ class NewDataset(GeneratorBasedBuilder):
                 "post_permalink": post_permalink,
                 "comments": comments
             }
+