SQL to CQL: Analytical Capabilities SQL CQL Analytics typically require multiple queries or external tools Limited statistical functions in standard SQL Visualization handled by separate applications Rich set of analytical functions built into the language Statistical operations integrated into query pipeline Visualization capabilities built into query results sqlSELECT category, AVG(value) as avg_value, STDDEV(value) as std_dev FROM measurements GROUP BY category; logscale Reformat groupby( category, function=[avg(value) as avg_value, stddev(value) as std_dev] )