Qualitative Codebook

Interactive visualization of codes for analyzing discourse about AI-generated content in software development

Codebook Overview

Code Network

Hover over nodes to highlight connections. Hover over edges to see relationship descriptions. Click a node to jump to its detail card.

Clusters derived via Louvain community detection on the code_relationships adjacency graph (modularity optimization). Sarcastic-skepticism is assigned separately as a rhetorical code. Convex hulls enclose communities with 3+ members.

Code Details

Click a card to expand full details. Click related code pills to navigate between codes. Document IDs link to original comments.

Dual Coding Examples

Worked examples showing how to disambiguate between confusable codes. Expand each to see the excerpt, correct assignment, and reasoning. Click document IDs to view original comments.