SayPro Weekly topic analysis and sentiment breakdown using

Weekly Topic Analysis and Sentiment Breakdown

1. Data Collection:

• Gather your text data for the week — this could be social media posts, customer feedback, emails, survey responses, news articles, etc.

2. Topic Analysis:

• Extract the main topics or themes discussed during the week.
• Group similar topics or keywords.
• Identify the frequency or prominence of each topic.

3. Sentiment Analysis:

• Analyze the sentiment associated with each topic.
• Categorize sentiments into Positive, Negative, Neutral (or more nuanced scales like Very Positive, Positive, Neutral, Negative, Very Negative).
• Calculate sentiment scores or percentages per topic.

4. Summary Report:

• Provide an overview of the most talked-about topics.
• Show sentiment trends over the week.
• Highlight any significant shifts or emerging themes.

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Example Output Format

Topic	Frequency	Sentiment Breakdown	Notes/Insights
Customer Support	120	70% Positive, 20% Neutral, 10% Negative	Mostly positive feedback on recent update, some complaints on wait times
Product Quality	95	50% Positive, 30% Neutral, 20% Negative	Concerns about durability raised
Pricing	40	30% Positive, 50% Neutral, 20% Negative	Mixed reactions; some find it affordable, others too high
New Features	80	80% Positive, 15% Neutral, 5% Negative	High excitement about new launch