NFL Football Player Stats 美国国家橄榄球联盟球员数据

从8年级开始，我就梦想着创造一个AI，它可以为我挑选球员和阵容。我从Excel开始，然后逐步发展到更复杂的机器学习。我一直缺少的是真正好的数据。我从他们的数据库里搜罗了20世纪40年代的所有NFL球员。超过25000名球员参加了超过100万场足球赛。

Ever since I was in 8th grade, I have harbored the dream of building an AI capable of selecting players and lineups for me. I started with Excel and gradually progressed to more sophisticated machine learning techniques. What I had always lacked was truly high-quality data. I collected all NFL players from the 1940s from their databases. Over 25,000 players have participated in more than one million NFL games.

搜集汇总

背景与挑战

背景概述

该数据集提供了美国国家橄榄球联盟（NFL）的球员统计数据，涵盖自20世纪40年代以来超过25,000名球员参与的100多万场比赛。数据分为玩家资料和游戏统计两个表，可通过玩家ID关联，旨在支持AI和机器学习应用，如梦幻足球的球员选拔。