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Feedback Analyzer
Paste student feedback comments directly into the text box below. Our AI automatically processes large text chunks to generate a comprehensive thematic analysis report.
Totally Free & Unlimited
How to get the Google Gemini API Key
All our AI tools require a Google Gemini API Key to run. Watch this quick 1-minute tutorial to see exactly how to get your own API key for free from Google AI Studio.
Important: Do not try to get the API key using an official work/university email as it will not work. You must use a personal Gmail account. If you exceed the usage limit, you can easily generate and use a new API key from another personal Gmail at any time.
Purpose
- •Analyze large volumes of student or course feedback using AI.
- •Automatically categorize feedback into positive, negative, and neutral sentiments.
- •Generate actionable insights and thematic summaries to improve teaching quality.
How to Use
- •Enter your personal Google Gemini API Key.
- •Upload an Excel (.xlsx) or CSV file containing the feedback data.
- •Select the specific column from your file that contains the feedback text.
- •Click 'Analyze Feedback' to generate a comprehensive sentiment report and thematic breakdown.
1. Configuration
2. Paste Feedback Comments
Note: You have 1 try remaining before login (free) is required.