{
    "action": "tool_call",
    "reasoning": "I have evidence showing close 3-2 matches and dominant 3-0 wins, but I need to quantify the overall distribution of set outcomes to confirm Sets_P1/Sets_P2 is the most important metric and show the complete picture of highest/lowest performance. I'll query the distribution of match outcomes and get counts for each set score combination.",
    "tool": "query_sql",
    "sql": "SELECT Sets_P1, Sets_P2, COUNT(*) as match_count, ROUND(100.0 * COUNT(*) / SUM(COUNT(*)) OVER (), 1) as pct_of_total FROM raw.table_tennis_sept2022 GROUP BY Sets_P1, Sets_P2 ORDER BY Sets_P1 DESC, Sets_P2 DESC",
    "purpose": "Get distribution of match outcomes by set scores to confirm the importance of Sets metrics and quantify dominant vs close matches"
}