{
    "action": "tool_call",
    "reasoning": "No query results are visible in my evidence, so I can't cite the numbers from my earlier draft. I'll re-run one profiling query over the numeric columns and answer from its result.",
    "tool": "query_sql",
    "args": {
        "sql": "WITH a AS (SELECT TRY_CAST(REPLACE(\"Amount in USD\", ',', '') AS DOUBLE) AS amt FROM raw.startup_funding) SELECT COUNT(*) AS total_rows, COUNT(amt) AS parsed_amounts, MIN(amt) AS min_amt, MAX(amt) AS max_amt, AVG(amt) AS mean_amt, MEDIAN(amt) AS median_amt, QUANTILE_CONT(amt, 0.25) AS p25, QUANTILE_CONT(amt, 0.75) AS p75, QUANTILE_CONT(amt, 0.95) AS p95, STDDEV_POP(amt) AS stddev_pop_amt FROM a",
        "purpose": "Profile the numeric Amount in USD column (coverage, range, centre, spread)",
        "source": "raw"
    }
}