diff --git a/create_dataset.py b/create_dataset.py
deleted file mode 100644
index 791b2bd..0000000
--- a/create_dataset.py
+++ /dev/null
@@ -1,43 +0,0 @@
-import json
-import logging
-from connectors.reddit_api import RedditAPI
-from connectors.boards_api import BoardsAPI
-from connectors.youtube_api import YouTubeAPI
-
-posts_file = 'posts_test.jsonl'
-
-reddit_connector = RedditAPI()
-boards_connector = BoardsAPI()
-youtube_connector = YouTubeAPI()
-
-logging.basicConfig(level=logging.DEBUG)
-logging.getLogger("urllib3").setLevel(logging.WARNING)
-
-def remove_empty_posts(posts):
-    return [post for post in posts if post.content.strip() != ""]
-
-def save_to_jsonl(filename, posts):
-    with open(filename, 'a', encoding='utf-8') as f:
-        for post in posts:
-            # Convert post object to dict if it's a dataclass
-            data = post.to_dict()
-            f.write(json.dumps(data) + '\n')
-
-
-def main():
-    boards_posts = boards_connector.get_new_category_posts('cork-city', 1200, 1200)
-    save_to_jsonl(posts_file, boards_posts)
-
-    reddit_posts = reddit_connector.get_new_subreddit_posts('cork', 1200)
-    reddit_posts = remove_empty_posts(reddit_posts)
-    save_to_jsonl(posts_file, reddit_posts)
-
-    ireland_posts = reddit_connector.search_new_subreddit_posts('cork', 'ireland', 1200)
-    ireland_posts = remove_empty_posts(ireland_posts)
-    save_to_jsonl(posts_file, ireland_posts)
-
-    youtube_videos = youtube_connector.fetch_videos('cork city', 1200, 1200)
-    save_to_jsonl(posts_file, youtube_videos)
-
-if __name__ == "__main__":
-    main()
\ No newline at end of file