Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -55,54 +55,55 @@ class NewDataset(GeneratorBasedBuilder):
         
     def _generate_examples(self, filepath):
         df = pd.read_csv(filepath)
-        # Replace pd.NA with None for all columns
-        for column in df.columns:
-            df[column] = df[column].replace({pd.NA: None})
 
-        posts = {}
-        for id_, row in df.iterrows():
-            post_id = row["PostID"]
-            if post_id not in posts:
-                post_data = {
-                    "id": post_id,
-                    "post_title": row["PostTitle"],
-                    "post_author": row["PostAuthor"],
-                    "post_body": row["PostBody"],
-                    "post_url": row["PostUrl"],
-                    "post_pic": row["PostPic"],
-                    "subreddit": row["Subreddit"],
-                    "post_timestamp": row["PostTimestamp"],
-                    "post_upvotes": int(row["PostUpvotes"]),
-                    "post_permalink": row["PostPermalink"],
-                    "comments": []
+        for index, row in df.iterrows():
+            post_id = str(row['PostID'])
+            post_title = row['PostTitle']
+            post_author = row['PostAuthor']
+            post_body = row['PostBody']
+            post_url = row['PostUrl']
+            post_pic = row['PostPic']
+            subreddit = row['Subreddit']
+            post_timestamp = row['PostTimestamp']
+            post_upvotes = row['PostUpvotes']
+            post_permalink = row['PostPermalink']
+
+            comments = []
+            if not pd.isnull(row['CommentID']):
+                comment = {
+                    "CommentID": str(row['CommentID']),
+                    "CommentAuthor": row['CommentAuthor'],
+                    "CommentBody": row['CommentBody'],
+                    "CommentTimestamp": row['CommentTimestamp'],
+                    "CommentUpvotes": row['CommentUpvotes'],
+                    "CommentPermalink": row['CommentPermalink'],
+                    "replies": []
                 }
-                posts[post_id] = post_data
-            
-            if (len(row["CommentID"]) != 0):
-                for i in range(0,len(row["CommentID"])):
-                    comment_data = {
-                        "CommentID": row["CommentID"][i],
-                        "CommentAuthor": row["CommentAuthor"][i],
-                        "CommentBody": row["CommentBody"][i],
-                        "CommentTimestamp": row["CommentTimestamp"][i],
-                        "CommentUpvotes": int(row["CommentUpvotes"][i]),
-                        "CommentPermalink": row["CommentPermalink"][i],
-                        "replies": []
+                comments.append(comment)
+
+                # If there are replies, add them to the comment
+                if not pd.isnull(row['ReplyID']):
+                    reply = {
+                        "ReplyID": str(row['ReplyID']),
+                        "ReplyAuthor": row['ReplyAuthor'],
+                        "ReplyBody": row['ReplyBody'],
+                        "ReplyTimestamp": row['ReplyTimestamp'],
+                        "ReplyUpvotes": row['ReplyUpvotes'],
+                        "ReplyPermalink": row['ReplyPermalink']
                     }
-                    reply = {}
-                    reply_id = row["ReplyID"]
-                    if reply_id:
-                        for j in range(0,len(reply_id)):
-                            reply_data = {"ReplyID": reply_id[j],
-                                "ReplyAuthor": row["ReplyAuthor"][j],
-                                "ReplyBody": row["ReplyBody"][j],
-                                "ReplyTimestamp": row["ReplyTimestamp"][j],
-                                "ReplyUpvotes": int(row["ReplyUpvotes"][j]),
-                                "ReplyPermalink": row["ReplyPermalink"][j]
-                            }
-                            comment_data["replies"].append(reply_data)
-                    post_data["comments"].append(comment_data)
+                    comment["replies"].append(reply)
 
-        for key, post_data in posts.items():
-            yield key, post_data
+            yield post_id, {
+                "id": post_id,
+                "post_title": post_title,
+                "post_author": post_author,
+                "post_body": post_body,
+                "post_url": post_url,
+                "post_pic": post_pic,
+                "subreddit": subreddit,
+                "post_timestamp": post_timestamp,
+                "post_upvotes": post_upvotes,
+                "post_permalink": post_permalink,
+                "comments": comments
+            }