Twitter-sentiment-analysis-using-AWS
Twitter-sentiment-analysis-using-AWS
Problem description:
you are required to build a solution that monitors and ingests specific tweets to analyze and extract insights from them
Why is this important?
• Capture mass public opinion for any new service, decision or direction.
• Forms a feedback loop between entities and people.
• Fully automated.
• Real-time.
• Cost efficient.
Real life challenges:
• Social media integration (Twitter/FB/Instagram/LinkedIn).
• Content filtration.
• Data format handling.
• Data volume (rate & size)
Proposed solution Design
Solution steps:
Design Considerations:
1-Operational Excellence (serverless & Highly available)
2- Loose Coupling
3- Networking and Security (VPC & secret manager)
4- cost optimization
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Posted Mar 6, 2024
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