Advance Visualization Capabilities

• Boxplot: A box plot is used to visually summarize the distribution, central tendency, and variability of a dataset, highlighting medians, quartiles, and potential outliers.

  For example: "Show me all account distributions"

• Cohort Retention Heatmap: This kind of graph is used to track activities of a group of users over a period of time.

  Ask a question like "Show me events for each user per time period", which gives you two columns- number of events per user and timestamps. For questions related to cohort retention heatmaps, it's important that the data can be broken down into time intervals and categories of users or groups.