A dashboard with advanced match statistics and interactive maps for Season 10 of the SMITE Pro League. Data was extracted from game replay files, and analysed to draw out insights such as player damage and healing focus, farm efficiency, max hits, ward locations and more.
Interactive maps for the SMITE Season 8 World Championship, using data extracted from game replay files. Shows kill and ward locations, with the ability to filter by game, player, and time.
Spatial analysis of SMITE Worlds and SMITE Pro League data. This article explores which map lanes see the most damage inflicted during a SMITE game, and how this changes over the course of a match. It also looks specifically at the jungle role, and whether jungles have a tendency to gank specific lane.
In esports analysis, it's pretty common to try to find where things regularly happen. For this article however, I wanted to try the opposite - to find locations where things rarely happened, quantifying (scientifically!), the weirdest death locations from VALORANT Masters Copenhagen.
Where the spike is planted is perhaps an underappreciated aspect of pro VALORANT analysis. This article uses spatial clustering to identify trends in spike plant locations, and finds which spots have the greatest chance of success.
Which players like to get up close and personal, and which prefer to keep their distance? This analysis explores kill distance in Champions 2021, including the longest snipes and utility line-ups of the tournament, and average kill distance by map, weapon, and player.
