i am trying fetch all comments against a video id but i am unable to get them all even if they are only 54 comments here is code i am using for this purpose

`next_page_token = None # Initialize the next page token

            while True:
                # Make a request to retrieve comments with pagination
                comments_response = youtube.comments.list(
                    part='snippet',
                    videoId=video_id,
                    textFormat='plainText',
                    maxResults=min(max_results_per_file, 100),  # Maximum 100 per request
                    pageToken=next_page_token, # Use the next page token for pagination
                    order='time'  # Sort comments by time  
                ).execute()
                print(f"Comments retrieved in this request: {video_id} : {len(comments_response['items'])}")
                comments = []
                # print(f"{comments_response['items']}")
                print(f"{comments_response['nextPageToken']}")
                
                for comment in comments_response['items']:
                    comment_data = {
                        'Youtube ID': video_id,
                        'Cid': comment['id'],
                        'Author': comment['snippet']['topLevelComment']['snippet']['authorDisplayName'],
                        'Like Count': comment['snippet']['topLevelComment']['snippet']['likeCount'],
                        'Time': comment['snippet']['topLevelComment']['snippet']['publishedAt'],
                        'Text': comment['snippet']['topLevelComment']['snippet']['textDisplay']
                    }
                    comments.append(comment_data)
                print(f"Next page token: {next_page_token}")

                # Add comments to the overall list
                all_comments.extend(comments)
                print(f"{len(all_comments)} comments collected for yt id: {video_id}")

                if 'nextPageToken' in comments_response:
                    next_page_token = comments_response['nextPageToken']
                else:
                    break  # No more pages`

its because i was not getting the comment replies. youtube shows the comments count including replies.