Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -77,8 +77,11 @@ class NewDataset(GeneratorBasedBuilder):
             for index, comment_row in group.iterrows():
                 comment_id = str(comment_row['CommentID'])
 
+                if pd.isna(comment_id):  # Skip if CommentID is NaN
+                    continue
+
                 comment = {
-                    "id": comment_id,
+                    "CommentID": comment_id,
                     "CommentAuthor": comment_row['CommentAuthor'],
                     "CommentBody": comment_row['CommentBody'],
                     "CommentTimestamp": comment_row['CommentTimestamp'],
@@ -87,16 +90,19 @@ class NewDataset(GeneratorBasedBuilder):
                     "replies": []
                 }
 
+                # Filter out NaNs from reply IDs
+                reply_ids = [str(reply_id) for reply_id in comment_row['replies'] if not pd.isna(reply_id)]
+
                 # Add replies for the current comment
-                replies = group[group['CommentID'] == comment_row['CommentID']]
-                for _, reply_row in replies.iterrows():
+                for reply_id in reply_ids:
+                    reply_data = group[group['ReplyID'] == reply_id].iloc[0]
                     reply = {
-                        "ReplyID": str(reply_row['ReplyID']),
-                        "ReplyAuthor": reply_row['ReplyAuthor'],
-                        "ReplyBody": reply_row['ReplyBody'],
-                        "ReplyTimestamp": reply_row['ReplyTimestamp'],
-                        "ReplyUpvotes": reply_row['ReplyUpvotes'],
-                        "ReplyPermalink": reply_row['ReplyPermalink']
+                        "ReplyID": reply_id,
+                        "ReplyAuthor": reply_data['ReplyAuthor'],
+                        "ReplyBody": reply_data['ReplyBody'],
+                        "ReplyTimestamp": reply_data['ReplyTimestamp'],
+                        "ReplyUpvotes": reply_data['ReplyUpvotes'],
+                        "ReplyPermalink": reply_data['ReplyPermalink']
                     }
                     comment["replies"].append(reply)
 
@@ -117,5 +123,6 @@ class NewDataset(GeneratorBasedBuilder):
             }
 
 
+