Literature DB >> 28113146

StatCast Dashboard: Exploration of Spatiotemporal Baseball Data.

Marcos Lage, Jorge Piazentin Ono, Daniel Cervone, Justin Chiang, Carlos Dietrich, Claudio T Silva.   

Abstract

Major League Baseball (MLB) has a long history of providing detailed, high-quality data, leading to a tremendous surge in sports analytics research in recent years. In 2015, MLB.com released the StatCast spatiotemporal data-tracking system, which has been used in approximately 2,500 games since its inception to capture player and ball locations as well as semantically meaningful game events. This article presents a visualization and analytics infrastructure to help query and facilitate the analysis of this new tracking data. The goal is to go beyond descriptive statistics of individual plays, allowing analysts to study diverse collections of games and game events. The proposed system enables the exploration of the data using a simple querying interface and a set of flexible interactive visualization tools.

Year:  2016        PMID: 28113146     DOI: 10.1109/MCG.2016.101

Source DB:  PubMed          Journal:  IEEE Comput Graph Appl        ISSN: 0272-1716            Impact factor:   2.088


  3 in total

1.  REIP: A Reconfigurable Environmental Intelligence Platform and Software Framework for Fast Sensor Network Prototyping.

Authors:  Yurii Piadyk; Bea Steers; Charlie Mydlarz; Mahin Salman; Magdalena Fuentes; Junaid Khan; Hong Jiang; Kaan Ozbay; Juan Pablo Bello; Claudio Silva
Journal:  Sensors (Basel)       Date:  2022-05-17       Impact factor: 3.847

2.  Are Baseball Statistics an Appropriate Tool for Assessing Return to Play in Injured Pitchers? Analysis of Statistical Variability in Healthy Players.

Authors:  Ayoosh Pareek; Chad W Parkes; Alexey A Leontovich; Aaron J Krych; Stan Conte; John A Steubs; Corey A Wulf; Christopher L Camp
Journal:  Orthop J Sports Med       Date:  2021-11-18

3.  Return to Performance After Ulnar Collateral Ligament Reconstruction in Major League Baseball Pitchers: A Case-Control Assessment of Advanced Analytics, Velocity, Spin Rates, and Pitch Movement.

Authors:  Matthew S Fury; Luke S Oh; Shannon E Linderman; Joshua Wright-Chisem; Jacob N Fury; Donna M Scarborough; Eric M Berkson
Journal:  Orthop J Sports Med       Date:  2021-09-28
  3 in total

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