<invoke name="tool_call"> <parameter name="reasoning">Amount in USD is the key measure (text, needs cleaning); Industry Vertical is the main classifier. Compute total, count, avg, median per vertical for top verticals.</parameter> <parameter name="tool">query_sql</parameter> <parameter name="args">{"sql": "WITH c AS (SELECT TRIM(\"Industry Vertical\") AS vertical, TRY_CAST(REPLACE(REPLACE(\"Amount in USD\", ',', ''), ' ', '') AS DOUBLE) AS amt FROM raw.startup_funding) SELECT vertical, COUNT(*) AS deals, COUNT(amt) AS deals_with_amount, ROUND(SUM(amt)/1e6,1) AS total_usd_m, ROUND(AVG(amt)/1e6,2) AS avg_usd_m, ROUND(MEDIAN(amt)/1e6,2) AS median_usd_m FROM c WHERE vertical IS NOT NULL AND vertical <> '' GROUP BY vertical HAVING COUNT(amt) > 0 ORDER BY total_usd_m DESC LIMIT 15", "purpose": "Funding amount by industry vertical (top 15 by total)", "source": "raw"}</parameter> </invoke>