Facing issues with SQL joins, especially with start_station_id discrepancy using FULL JOIN instead of INNER JOIN has been a challenge.The query aims to find the bike with the longest usage time and the station it departs from most frequently using CTE and GROUP BY.The discrepancy occurred due to the behavior difference between FULL JOIN and INNER JOIN, impacting the result set.To address the problem, understanding query requirements, checking data integrity, and analyzing results are essential steps.