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Do unique responses will need acceptance prior to showing up on the public web page? If that's the case, does that use to all commenters, or just a few? And who can approve remarks? Do we must build an admin interface or administrative user job to help remark approval?

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Azure SQL Database instance for persistent storage; to retail store forecasts and historic distribution details.

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The actual-time info will probably be processed using Spark structured streaming API and analyzed utilizing Spark MLib to get the sentiment of every tweet. MongoDB stores the processed and aggregated benefits. These final results are then visualized in interactive dashboards applying Python's Plotly and Sprint libraries.