{
    "action": "tool_call",
    "reasoning": "Need to reconcile the conflicting missing counts for Amount in USD by looking at the most frequent raw values (blank, whitespace, etc.).",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT \"Amount in USD\" AS amount_value, COUNT(*) AS n, ROUND(100.0*COUNT(*)/3044,1) AS pct FROM raw.startup_funding GROUP BY 1 ORDER BY n DESC LIMIT 8",
        "purpose": "Reconcile Amount in USD missing counts: see what the most frequent values are (blank, whitespace, etc.)",
        "source": "raw"
    }
}