Yes you can definitely use HANA Streaming Analytics for this. The one piece that isn't available 'out of the box' is a pre-built Twitter adapter so you would need to build a Twitter input adapter.
This tutorial walks through the process for building a custom adapter using the Java Toolkit:
Writing a Custom Java Toolkit Adapter for SAP HANA Streaming Analytics
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