{
    "action": "tool_call",
    "reasoning": "The question asks for the most common values and their frequencies across the main categorical columns. From the evidence, I can see the main categorical columns in 2010_2026_scores are: Week, GameStatus, GameSlot, AwayTeam, and HomeTeam. I'll write a single SQL query to get the top values and their counts for each of these categorical dimensions.",
    "tool": "query_sql",
    "source": "raw",
    "sql": "WITH week_counts AS (SELECT 'Week' as column_name, Week as value, COUNT(*) as frequency FROM raw.2010_2026_scores GROUP BY Week ORDER BY frequency DESC LIMIT 10), gamestatus_counts AS (SELECT 'GameStatus' as column_name, GameStatus as value, COUNT(*) as frequency FROM raw.2010_2026_scores GROUP BY GameStatus ORDER BY frequency DESC LIMIT 10), gameslot_counts AS (SELECT 'GameSlot' as column_name, GameSlot as value, COUNT(*) as frequency FROM raw.2010_2026_scores GROUP BY GameSlot ORDER BY frequency DESC LIMIT 10), awayteam_counts AS (SELECT 'AwayTeam' as column_name, AwayTeam as value, COUNT(*) as frequency FROM raw.2010_2026_scores GROUP BY AwayTeam ORDER BY frequency DESC LIMIT 10), hometeam_counts AS (SELECT 'HomeTeam' as column_name, HomeTeam as value, COUNT(*) as frequency FROM raw.2010_2026_scores GROUP BY HomeTeam ORDER BY frequency DESC LIMIT 10) SELECT * FROM week_counts UNION ALL SELECT * FROM gamestatus_counts UNION ALL SELECT * FROM gameslot_counts UNION ALL SELECT * FROM awayteam_counts UNION ALL SELECT * FROM hometeam_counts ORDER BY column_name, frequency DESC",
    "purpose": "Get the top 10 most frequent values and their counts for each main categorical column (Week, GameStatus, GameSlot, AwayTeam, HomeTeam)"
}