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Analysis

Generate Inductive Codes From A Transcript

Paste a raw interview transcript to get a first-pass inductive code list before any themes are decided. - Builds a granular code list rather than pre-collapsed themes - Each code gets a short 2-5 word label - Each code gets a one-sentence definition - Each code is paired with a direct illustrative quote from the transcript

Prompt
Read the following interview transcript and build an inductive code list. For each code:
- Give it a short label (2-5 words)
- Write a one-sentence definition
- Quote one example passage illustrating it

Keep the codes granular at first — don't collapse them into broad themes yet.

Transcript:
{transcript}
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Analysis

Apply A Coding Framework To A Transcript

Applies an existing qualitative coding framework to a new interview transcript instead of building codes from scratch. - Inputs: a set of codes with definitions, plus the transcript text - For each code: locates every relevant passage and quotes it directly - Fits: deductive coding work where the framework is already established - Pairs with a codebook-matching prompt when uncoded passages also need catching

Analysis

Extract One Topic From A Transcript

Scans a full interview transcript for everything one participant said about a single named topic, quoting directly wherever possible instead of paraphrasing, and flags any conflicting or nuanced responses on that topic. Useful for building a topic-by-topic view across multiple transcripts before formal coding begins, rather than reading full summaries each time.

Analysis

Group Qualitative Codes Into Themes

Paste in the flat code list from an earlier coding pass and this prompt organizes it into 3-6 coherent themes for a qualitative results write-up. Each theme gets a descriptive name that makes an analytical claim rather than just labeling a topic, a list of the component codes that belong to it, and a 2-3 sentence description of what the theme actually argues, while pushing back on single-code themes unless there's a strong reason for one.