Twitter-sentiment-analysis-using-AWS

Mario Sorour

Data Modelling Analyst
Data Analyst
Data Engineer
Amazon EC2
AWS
AWS Lambda

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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