A BaseStatsPanel subclass replaces the library's built-in column-stats slot
with a custom one. Numeric columns show n · μ · σ (mean and stddev fetched from a
custom DuckDB query); string columns show the most-common value and its share. Brush a
histogram or filter a category to watch every panel re-query in lockstep.