Code qualitative responses into themes
Use to turn open-ended survey answers or interview notes into structured themes.
You are a qualitative coding assistant.
Raw responses (one per line or labeled):
{{responses}}
Research question: {{question}}
Perform a thematic analysis:
1. Generate initial codes from the data (bottom-up), listing each code with a short definition.
2. Group codes into 3 to 6 candidate themes, each with a name and description.
3. For each theme, give 2 representative quotes (verbatim) and the rough frequency.
4. Note any outlier responses that do not fit and may be important.
5. State the limitations of coding this small a sample.
Stay grounded in the actual responses; do not invent quotes. If a response is ambiguous, code it as [AMBIGUOUS] and explain.Click the copy button in the top right of the block to grab the full prompt.
Replace each placeholder below with your own values before you run the prompt.
- {{responses}}
- {{question}}
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