Amrit VigneshMidfield Clustering For The Messi-Era Barcelona Through the YearsAlong with Anirudh Srinivasan, we created a clustering algorithm using advanced techniques such as affinity propagation and dynamic time…3 min read·May 13, 2024----
Amrit VigneshNHL Expected PointsThe expected points metric has been used in soccer/football analytics involving tables where the xG (expected goals) accumulation…3 min read·Apr 29, 2024----
Amrit VigneshDetermining Pitch Arsenal Versatility and Comparing to Pitch Quality/ProficiencyIn collaboration with Ryan Hanrahan to determine an idea, I determined the most versatile pitchers in the 2023 season using a very simple…2 min read·Apr 15, 2024--1--1
Amrit VigneshGenerating NBA Playoffs Upsets in Recent SeasonsUsing hoopR in the SportsDataVerse libraries, I looked at playoff upsets from 2019 to 2023 in each round (excluding 2020 due to the weird…2 min read·Mar 17, 2024----
Amrit VigneshNFL Draft QB Prospect Analytical Big BoardAlong with Varun Ramanathan, we created a 2024 NFL Draft Quarterback Big Board using college football statistics. The statistics are…3 min read·Mar 11, 2024----
Amrit VigneshPremier League Predicted PositionsI did this previously with NBA players and now I applied it to footy (soccer) players by predicting the positions of Premier League players…2 min read·Mar 5, 2024----
Amrit VigneshAmerican Fan AnalysisI made my first ShinyApp, which is kind of tailored towards not only a sports population but a non-sports population. Based on a city and…2 min read·Feb 26, 2024----
Amrit Vignesh2025 Hockey World Cup Lineup Predictions Finalized MethodlSo I kind of already have done this before but I wanted to expand (and make sure I do not have to do manual work to find nationalities)…2 min read·Feb 22, 2024----
Amrit Vignesh2023 MLB Pitching Consistency Analysis By TeamI did a relatively simple project where I analyzed pitching consistency for the pitching cores of all MLB teams. This used data from…2 min read·Feb 15, 2024----
Amrit VigneshNBA Team Lineup Similarity AnalysisI created a similarity metric in the NBA which describes how similar the 5 players on the “most used” lineup per NBA team are which is…2 min read·Feb 9, 2024----