Summarizing Social Media Content

Requirements Clarification & Assessment

1. Define "Summarize":

   • What does summarization entail in this context? Is it about extracting key themes, sentiments, or aggregating statistics?
   • Clarify the target audience for the summary and their specific needs.

2. Determine Objectives:

   • Understand the purpose of summarizing the Twitter feed. Is it for user engagement, marketing insights, or sentiment analysis?
   • Identify the scope of the feed (e.g., specific hashtags, user accounts, or general trends).

3. Data Collection:

   • Assess the volume and frequency of tweets to be analyzed.
   • Consider the need for real-time processing versus periodic batch processing.

4. Success Metrics:

   • Define metrics for evaluating the effectiveness of the summarization (e.g., user engagement rates, sentiment accuracy, or topic relevance).
   • Establish baseline metrics for comparison.

5. Technical Constraints:

   • Understand the limitations of available computational resources and APIs.
   • Identify any data privacy or ethical considerations.