MLB Top 100 Hitters 2004-2024
Measuring the statistics that have the most influence on the awards of the top 1
@kaggle.yonathanmercedeyonn_mlb_top_100_2004_2024
Measuring the statistics that have the most influence on the awards of the top 1
@kaggle.yonathanmercedeyonn_mlb_top_100_2004_2024
In this dataset, I gather statistics of the top 50 batters from both the American League and National League, ranked by WAR from highest to lowest, from 2004 to 2024. I also include the awards earned by the players throughout their careers, with the goal of helping fans, researchers, and commentators correlate certain variables or statistics with a specific award.
Selection of the top 1 to 50 of each league in each year is based on the WAR metric, since it measures the total contribution of a player to his team.
Find more about WAR on MLB: https://www.mlb.com/glossary/advanced-stats/wins-above-replacement
CREATE TABLE mlbtop100 (
"year" BIGINT,
"player" VARCHAR,
"age" BIGINT,
"team" VARCHAR,
"league" VARCHAR,
"war" DOUBLE,
"g" BIGINT,
"pa" BIGINT,
"ab" BIGINT,
"r" BIGINT,
"h" BIGINT,
"n_2b" BIGINT -- 2B,
"n_3b" BIGINT -- 3B,
"hr" BIGINT,
"rbi" BIGINT,
"sb" BIGINT,
"cs" BIGINT,
"bb" BIGINT,
"so" BIGINT,
"avg" DOUBLE,
"obp" DOUBLE,
"slg" DOUBLE,
"ops" DOUBLE,
"ops_342c99" BIGINT -- OPS+,
"roba" DOUBLE,
"rbat" BIGINT -- Rbat+,
"tb" BIGINT,
"gidp" BIGINT,
"hbp" BIGINT,
"sh" BIGINT,
"sf" BIGINT,
"ibb" BIGINT,
"all_star_game" BIGINT,
"mvp" BIGINT,
"silver_slugger" BIGINT,
"gold_globe" BIGINT,
"roy" BIGINT
);
Anyone who has the link will be able to view this.