Building a Leaderboard A leaderboard converts stored results into a ranked, understandable output. SELECT team_name, SUM(wins) AS wins, SUM(losses) AS losses, SUM(wins) * 3 AS points FROM team_results GROUP BY team_name ORDER BY points DESC, wins DESC, team_name ASC; The points rule is an example only. Use the rule justified by the chosen context. Display the ranking Iterate through the query result and create a table with rank, team, wins, losses and points. Increment rank inside the loop. Escape text and cast numbers. Explain tie behaviour. A deterministic secondary sort prevents ranks from changing unpredictably. Test Use a small dataset where you can calculate the result manually. Include a tie, zero values and an empty dataset. Check Ranking rule is stated. SQL aggregation matches the rule. Ties are handled predictably. Headers and a visible caption explain the table. Manual expected results match actual output.