Manual chart creation and diagramming without coding.
| Tool | Best Use Case | Learning Curve | | :--- | :--- | :--- | | | OSINT & Cyber Reconnaissance | Medium | | Gephi | Large Data Sets & Clustering | High | | yEd | Quick Diagrams & Reporting | Low | | Neo4j | Persistent Data & Complex Queries | High | | Python | Custom Automation & Analytics | Very High | analyst notebook free alternative
It lacks the analytical depth of i2. You cannot easily run social network analysis (SNA) metrics like "betweenness centrality" or "eigenvector centrality" to find the key players in a network. It is primarily a drawing tool with data import capabilities. Manual chart creation and diagramming without coding
The free version limits the number of results returned per transform (usually 12) and does not allow for the merging of duplicate entities automatically. However, for pure OSINT work, it remains the industry leader. It is primarily a drawing tool with data import capabilities
is a graph database, not strictly a visualization tool. However, for tech-savvy investigators, it is the most powerful alternative available.
Use (free, browser-based) to manually draw nodes/links, then export as PNG and paste into a Google Doc using the template above.