Pakistan Super League (PSL) is one of the biggest cricket leagues on Earth. They invite international players from around the world to come and compete in the local league. Open Data has been used for all players of PSL and their performance metrics for the entire series of 2016 to 2020 (All 5 seasons). For the purpose of analysis, performance metrics have been normalized on a scale of 0 to 6. Then the performance has been visualized for the top 25 Batsmen (They are ranked and sorted by Most Runs from the start) and top 25 Bowlers (They are ranked and sorted by Most Wickets from the start).