From Scores to Insights

Once you have obtained language analysis scores, the next step is understanding how to use them effectively. This involves applying statistical methods and interpretation techniques to extract meaningful insights. Below are key approaches to consider:

• Standardization & Comparison – Use methods like z-scores to compare results across different datasets or timeframes.

• Statistical Testing – Apply t-tests, ANOVA, or rank means to determine significant differences between groups.

• Trends & Patterns – Identify overarching trends in language use that correlate with behavioral or psychological traits.

• LLM Interpretation – Leverage large language models to contextualize scores within broader linguistic and semantic frameworks.

• Actionable Insights – Translate findings into strategic recommendations, whether for marketing, customer engagement, or decision-making.