Professional Wrestling Championship Data Exploration: Visualizing WWE/WWF Title Histories, Reign Durations, and Wrestler Demographics

Syed Abdullah Ayeman1, Mohammed Maviyauddin2, Mohammed Abdullah Ismail3, Ms. Saba Noor Ayesha Khanum4

1 Student, 2 Student, 3 Student, 4 CSE(AI&ML) Assistant Professor

1 syedayeman05@gmail.com, 2 maviyacollege@gmail.com, 3 mdabdullahismail489@gmail.com, 4 sabakhan3045@gmail.com

1,2,3 Department of Artificial Intelligence and Data Science,

Methodist College of Engineering and Technology, Hyderabad, India

Abstract - This dataset covers WWE and WWF professional wrestling championship records spanning decades of title history. It includes wrestler names, championship belt titles, reign start and end dates, city and state of championship matches, win/loss/draw outcomes, and biographical data such as date of birth, date of death, and cause of death. The data is useful for spotting patterns: which wrestlers held the most titles, how reign lengths have changed over time, where championship events were concentrated geographically, and what percentage of past champions are now deceased. Sports historians, data journalists, and wrestling analysts are the likely audience, though anyone interested in longitudinal sports analytics will find something here.

Keywords: Professional Wrestling, WWE, WWF, Championship Analysis, Reign Duration, Data Visualization, Sports Analytics, Wrestler Demographics.