Data collected from webpages, audio, or tweets is categorized as what type of data?

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Multiple Choice

Data collected from webpages, audio, or tweets is categorized as what type of data?

Explanation:
Unstructured data is the best fit here. The main content of webpages, audio, and tweets is free-form and doesn’t follow a fixed schema like a table with predefined columns. Web pages contain text, images, and media with varying formats; audio is a waveform or speech signal; tweets are short, plain-text messages. To derive meaning from these, you typically use processing techniques like natural language processing for text or signal processing for audio rather than querying against a rigid, table-like structure. There is metadata associated with these items (timestamps, author, etc.), but that metadata doesn’t define the primary content, which remains unstructured.

Unstructured data is the best fit here. The main content of webpages, audio, and tweets is free-form and doesn’t follow a fixed schema like a table with predefined columns. Web pages contain text, images, and media with varying formats; audio is a waveform or speech signal; tweets are short, plain-text messages. To derive meaning from these, you typically use processing techniques like natural language processing for text or signal processing for audio rather than querying against a rigid, table-like structure. There is metadata associated with these items (timestamps, author, etc.), but that metadata doesn’t define the primary content, which remains unstructured.

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