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# Normalize data (e.g., on a scale of 1-10) if necessary views_normalized = video_data['views'] / 10000 # Example normalization likes_normalized = video_data['likes'] / 1000 comments_normalized = video_data['comments'] / 100 shares_normalized = video_data['shares'] / 50

def calculate_hotness(video_data): # Example weights view_weight = 0.5 like_weight = 0.2 comment_weight = 0.15 share_weight = 0.15 erponer hot youtube best

# Sort by hotness score and return top N hot_videos.sort(key=lambda x: x[1], reverse=True) return hot_videos[:num_videos] # Normalize data (e