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Online video sharing has also transformed the way we access information, with many people turning to video content for education, entertainment, and news. The proliferation of online video platforms has also created new opportunities for creators to monetize their content through advertising, sponsorships, and merchandise sales.

# Get video recommendations from nearest neighbors recommended_videos = [] for neighbor_index in indices[0]: neighbor_user_id = user_video_matrix.index[neighbor_index] neighbor_watch_history = user_watch_history[user_watch_history['user_id'] == neighbor_user_id] recommended_videos.extend(neighbor_watch_history['video_id'].tolist()) www.xvideo.com