Five steps, start to finish

1. Data — collect from databases and export the records.

2. Clean — deduplicate and standardise to ensure quality.

3. Analyse — run bibliometric and network analyses.

4. Visualise — maps, charts, timelines.

5. Interpret — turn patterns into meaning.

AI helps most at the ends: it shapes the query, then helps name and explain the clusters.