Narratives Clustering
Cluster narratives is a powerful feature in Cardus.ai that uses state-of-the-art algorithms to organize and visualize narrative patterns across your organization. This tool helps you identify common themes and insights that might otherwise remain hidden in large volumes of qualitative data and offer a unique Semantic Map.
Key Features
- Advanced embedding technology: Utilizes SOTA (State-of-the-Art) language models to convert each narrative text into a high-dimensional vector that capture its semantic meaning, it is similar to measure a narrative in thousands of attributes or dimensions and store every value in a long sequence of numbers
- Two-step clustering process: Cardus.AI fetches the values of each narrative and plots it on a semantic map in only two dimensions, then it calculates using modern algorithms the boundaries of each cluster
- AI-powered naming and summarization: Automatically generate cluster names and summaries that capture the essence of grouped narratives
- Cluster metrics: Analyze popularity (how many people are talking about the theme presented in the cluster), semantic similarity (how much each narrative is similar to each other), average sentiment, and abstraction level across clusters
Benefits
- Discover hidden patterns: Identify themes and connections that manual analysis might miss
- Save time: Automatically organize hundreds of narratives into meaningful groups
- Improve analysis quality: Base insights on data-driven clusters rather than preconceived categories
- Enhance communication: Share clear, visual representations of organizational narratives with stakeholders
- Prioritize interventions: Focus on clusters with high popularity and negative sentiment first
- Track cultural evolution: Compare cluster distributions across different time periods
- Build shared understanding: Create a common language around organizational challenges using cluster names
How to use it
Ask the chat on the Clustering Page to help you. He will ask questions to understand your clustering preferences and guide you through the process.