Theme & Cluster Explorer

Theme & Cluster Explorer

This single-page WordPress layout maps keyword co-occurrence and folds the overlay directly into the same network, so the map reads like a VOSviewer-style research visualization without adding a second chart panel.

Single network + integrated overlay
Keywords
0
Unique analyzed terms
Themes
0
Detected clusters
Links
Co-occurrence ties
Density
0.000
Network cohesion
Core Theme
-
Largest cluster anchor
Overlay Span
-
Year or citation range

Network Visualization with Integrated Overlay

Use the same network panel for both the base map and the overlay effect. The overlay changes node color, while the network structure stays visible and interpretable.
Network Visualization
Overlay legend
Low Mid High
Color now sits inside the network itself, which makes the overlay easier to read during interpretation.
Upload a CSV to build the map.
Cluster overlay uses distinct theme colors. Year, citation, and theme-strength overlays use a blue-to-warm gradient inside the same node layout, while the edge links stay visible with thicker weighted lines. The wider panel gives the map more space for dense literature networks.

Theme Insight Cards

Conceptual Signals

  • Load a CSV to detect keyword themes.
  • The largest cluster becomes the core theme.
  • Overlay colors can represent year, citations, or theme strength.
  • Use the narrative block in the review paper.

Review-ready insights

Auto-generated narrative

Upload a CSV and click Generate Map to produce a concise paragraph for the conceptual structure section of the review.

Compact Interpretation Panel

No bulky tables. The field is translated into cluster labels, bridge terms, and a short manuscript-ready summary.
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