However, many tools for data analysis and visualization require input in flat tables (i.e. (On accessing APIs, see downloading structured data with wget and the series of lessons on working with APIs.) Many libraries, archives, museums, and social media sites expose their data through JSON-based APIs. JSON (JavaScript Object Notation) is a common data sharing format that can describe complex relationships. One-to-many relationships: Tweet hashtags.
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