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Create a Jupyter Notebook that, using `polars` to process the data, does a thorough exploratory data analysis of data saved in `youtube_videos.db`, for all columns.
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The company is also using Gemini to bring on-device Scam Detection for calls to Samsung’s Phone app. The tool alerts users if someone on their call is using speech patterns commonly heard from scammers. Google says the feature is never used while on a call with someone in your contacts and is off by default.