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AllenDowney
GitHub Repository: AllenDowney/bayesian-analysis-recipes
Path: blob/master/datasets/baseballdb/core/readme2014.txt
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The Lahman Baseball Database
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2014 Version
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Release Date: January 24, 2015
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----------------------------------------------------------------------
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README CONTENTS
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0.1 Copyright Notice
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0.2 Contact Information
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1.0 Release Contents
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1.1 Introduction
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1.2 What's New
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1.3 Acknowledgements
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1.4 Using this Database
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1.5 Revision History
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2.0 Data Tables
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2.1 MASTER table
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2.2 Batting Table
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2.3 Pitching table
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2.4 Fielding Table
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2.5 All-Star table
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2.6 Hall of Fame table
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2.7 Managers table
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2.8 Teams table
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2.9 BattingPost table
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2.10 PitchingPost table
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2.11 TeamFranchises table
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2.12 FieldingOF table
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2.13 ManagersHalf table
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2.14 TeamsHalf table
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2.15 Salaries table
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2.16 SeriesPost table
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2.17 AwardsManagers table
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2.18 AwardsPlayers table
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2.19 AwardsShareManagers table
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2.20 AwardsSharePlayers table
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2.21 FieldingPost table
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2.22 Appearances table
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2.23 Schools table
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2.24 SchoolsPlayers table
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----------------------------------------------------------------------
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0.1 Copyright Notice & Limited Use License
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This database is copyright 1996-2015 by Sean Lahman.
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This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License. For details see: http://creativecommons.org/licenses/by-sa/3.0/
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For licensing information or further information, contact Sean Lahman
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at: [email protected]
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----------------------------------------------------------------------
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0.2 Contact Information
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Web site: http://www.baseball1.com
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E-Mail : [email protected]
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If you're interested in contributing to the maintenance of this
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database or making suggestions for improvement, please consider
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joining our mailinglist at:
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http://groups.yahoo.com/group/baseball-databank/
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If you are interested in similar databases for other sports, please
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vist the Open Source Sports website at http://OpenSourceSports.com
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----------------------------------------------------------------------
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1.0 Release Contents
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This release of the database can be downloaded in several formats. The
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contents of each version are listed below.
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MS Access Versions:
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lahman2014.mdb
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2014readme.txt
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SQL version
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lahman2043.sql
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lahman2014_tables.sql
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2014readme.txt
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Comma Delimited Version:
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2014readme.txt
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AllStarFull.csv
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Appearances.csv
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AwardsManagers.csv
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AwardsPlayers.csv
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AwardsShareManagers.csv
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AwardsSharePlayers.csv
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Batting.csv
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BattingPost.csv
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CollegePlaying.csv
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Fielding.csv
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FieldingOF.csv
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FieldingPost.csv
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HallOfFame.csv
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Managers.csv
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ManagersHalf.csv
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Master.csv
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Pitching.csv
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PitchingPost.csv
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Salaries.csv
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Schools.csv
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SeriesPost.csv
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Teams.csv
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TeamsFranchises.csv
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TeamsHalf.csv
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----------------------------------------------------------------------
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1.1 Introduction
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This database contains pitching, hitting, and fielding statistics for
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Major League Baseball from 1871 through 2014. It includes data from
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the two current leagues (American and National), the four other "major"
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leagues (American Association, Union Association, Players League, and
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Federal League), and the National Association of 1871-1875.
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This database was created by Sean Lahman, who pioneered the effort to
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make baseball statistics freely available to the general public. What
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started as a one man effort in 1994 has grown tremendously, and now a
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team of researchers have collected their efforts to make this the
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largest and most accurate source for baseball statistics available
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anywhere. (See Acknowledgements below for a list of the key
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contributors to this project.)
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None of what we have done would have been possible without the
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pioneering work of Hy Turkin, S.C. Thompson, David Neft, and Pete
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Palmer (among others). All baseball fans owe a debt of gratitude
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to the people who have worked so hard to build the tremendous set
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of data that we have today. Our thanks also to the many members of
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the Society for American Baseball Research who have helped us over
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the years. We strongly urge you to support and join their efforts.
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Please vist their website (www.sabr.org).
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If you have any problems or find any errors, please let us know. Any
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feedback is appreciated
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----------------------------------------------------------------------
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1.2 What's New in 2014
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Player stats have been updated through 2014 season.
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Removed two deprecated fields from the batting table. The G_batting and
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G_old fields were rendered obsolete when we created the appearances table.
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They've beenremoved from the batting table starting with this version
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SchoolsPlayers has been replaced with a new table called CollegePlaying.
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This reflects advances in the compilation of this data, largely led by
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Ted Turocy. The old table reported college attendance for major league
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players by listing a start date and end date. The new version has a
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separate record for each year that a player attended. This allows
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us to better account for players who attended multiple colleges or
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skipped a season, as well as to identify teammates.
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----------------------------------------------------------------------
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1.3 Acknowledgements
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Much of the raw data contained in this database comes from the work of
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Pete Palmer, the legendary statistician, who has had a hand in most
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of the baseball encylopedias published since 1974. He is largely
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responsible for bringing the batting, pitching, and fielding data out
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of the dark ages and into the computer era. Without him, none of this
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would be possible. For more on Pete's work, please read his own
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account at: http://sabr.org/cmsfiles/PalmerDatabaseHistory.pdf
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Three people have been key contributors to the work that followed, first
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by taking the raw data and creating a relational database, and later
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by extending the database to make it more accesible to researchers.
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Sean Lahman launched the Baseball Archive's website back before
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most people had heard of the world wide web. Frustrated by the
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lack of sports data available, he led the effort to build a
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baseball database that everyone could use. Baseball researchers
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everywhere owe him a debt of gratitude. Lahman served as an associate
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editor for three editions of Total Baseball and contributed to five
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editions of The ESPN Baseball Encyclopedia. He has also been active in
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developing databases for other sports.
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The work of Sean Forman to create and maintain an online encyclopedia
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at "baseball-reference.com" has been remarkable. Recognized as the
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premier online reference source, Forman's site provides an oustanding
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interface to the raw data. His efforts to help streamline the database
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have been extremely helpful. Most importantly, Forman has spearheaded
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the effort to provide standards that enable several different baseball
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databases to be used together. He was also instrumental in launching
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the Baseball Databank, a forum for researchers to gather and share
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their work.
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Since 2001, these two Seans have led a group of researchers
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who volunteered to maintain and update the database.
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Ted Turocy has done the lion's share of the work to updating the main
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data tables since 2012, including significant imporvements to the
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demographic data in the master table. In his role as SABR data czar,
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he led the effort to document college playing stints for all
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major league players. Turocy also spearheads the Chadwick Baseball
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Bureau. For more details on his tools and services, visit:
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http://chadwick.sourceforge.net/doc/index.html
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A handful of researchers have made substantial contributions to
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maintain this database over years. Listed alphabetically, they
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are: Derek Adair, Mike Crain, Kevin Johnson, Rod Nelson, Tom Tango,
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and Paul Wendt. These folks did much of the heavy lifting, and are
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largely responsible for the improvements made since 2000.
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Others who made important contributions include: Dvd Avins,
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Clifford Blau, Bill Burgess, Clem Comly, Jeff Burk, Randy Cox,
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Mitch Dickerman, Paul DuBois, Mike Emeigh, F.X. Flinn, Bill Hickman,
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Jerry Hoffman, Dan Holmes, Micke Hovmoller, Peter Kreutzer,
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Danile Levine, Bruce Macleod, Ken Matinale, Michael Mavrogiannis,
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Cliff Otto, Alberto Perdomo, Dave Quinn, John Rickert, Tom Ruane,
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Theron Skyles, Hans Van Slooten, Michael Westbay, and Rob Wood.
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Many other people have made significant contributions to the database
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over the years. The contribution of Tom Ruane's effort to the overall
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quality of the underlying data has been tremendous. His work at
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retrosheet.org integrates the yearly data with the day-by-day data,
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creating a reference source of startling depth. It is unlikely than
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any individual has contributed as much to the field of baseball
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research in the past five years as Ruane has.
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Sean Holtz helped with a major overhaul and redesign before the
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2000 season. Keith Woolner was instrumental in helping turn
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a huge collection of stats into a relational database in the mid-1990s.
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Clifford Otto & Ted Nye also helped provide guidance to the early
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versions. Lee Sinnis, John Northey & Erik Greenwood helped supply key
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pieces of data. Many others have written in with corrections and
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suggestions that made each subsequent version even better than what
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preceded it.
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The work of the SABR Baseball Records Committee, led by Lyle Spatz
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has been invaluable. So has the work of Bill Carle and the SABR
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Biographical Committee. David Vincent, keeper of the Home Run Log and
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other bits of hard to find info, has always been helpful. The recent
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addition of colleges to player bios is the result of much research by
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members of SABR's Collegiate Baseball committee.
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Salary data was first supplied by Doug Pappas, who passed away during
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the summer of 2004. He was the leading authority on many subjects,
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most significantly the financial history of Major League Baseball.
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We are grateful that he allowed us to include some of the data he
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compiled. His work has been continued by the SABR Business of
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Baseball committee.
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Thanks is also due to the staff at the National Baseball Library
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in Cooperstown who have been so helpful over the years, including
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Tim Wiles, Jim Gates, Bruce Markusen, and the rest of the staff.
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A special debt of gratitude is owed to Dave Smith and the folks at
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Retrosheet. There is no other group working so hard to compile and
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share baseball data. Their website (www.retrosheet.org) will give
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you a taste of the wealth of information Dave and the gang have collected.
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Thanks to all contributors great and small. What you have created is
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a wonderful thing.
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----------------------------------------------------------------------
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1.4 Using this Database
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This version of the database is available in Microsoft Access
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format, SQL files or in a generic, comma delimited format. Because this is a
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relational database, you will not be able to use the data in a
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flat-database application.
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Please note that this is not a stand alone application. It requires
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a database application or some other application designed specifically
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to interact with the database.
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If you are unable to import the data directly, you should download the
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database in the delimted text format. Then use the documentation
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in sections 2.1 through 2.22 of this document to import the data into
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your database application.
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----------------------------------------------------------------------
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1.5 Revision History
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Version Date Comments
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1.0 December 1992 Database ported from dBase
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1.1 May 1993 Becomes fully relational
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1.2 July 1993 Corrections made to full database
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1.21 December 1993 1993 statistics added
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1.3 July 1994 Pre-1900 data added
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1.31 February 1995 1994 Statistics added
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1.32 August 1995 Statistics added for other leagues
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1.4 September 1995 Fielding Data added
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1.41 November 1995 1995 statistics added
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1.42 March 1996 HOF/All-Star tables added
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1.5-MS October 1996 1st public release - MS Access format
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1.5-GV October 1996 Released generic comma-delimted files
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1.6-MS December 1996 Updated with 1996 stats, some corrections
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1.61-MS December 1996 Corrected error in MASTER table
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1.62 February 1997 Corrected 1914-1915 batters data and updated
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2.0 February 1998 Major Revisions-added teams & managers
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2.1 October 1998 Interim release w/1998 stats
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2.2 January 1999 New release w/post-season stats & awards added
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3.0 November 1999 Major release - fixed errors and 1999 statistics added
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4.0 May 2001 Major release - proofed & redesigned tables
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4.5 March 2002 Updated with 2001 stats and added new biographical data
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5.0 December 2002 Major revision - new tables and data
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5.1 January 2004 Updated with 2003 data, and new pitching categories
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5.2 November 2004 Updated with 2004 season statistics.
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5.3 December 2005 Updated with 2005 season statistics.
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5.4 December 2006 Updated with 2006 season statistics.
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5.5 December 2007 Updated with 2007 season statistics.
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5.6 December 2008 Updated with 2008 season statistics.
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5.7 December 2009 Updated for 2009 and added several tables.
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5.8 December 2010 Updated with 2010 season statistics.
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5.9 December 2011 Updated for 2011 and removed obsolete tables.
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2012 December 2012 Updated with 2012 season statistics
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2013 December 2013 Updated with 2013 season statistics
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2014 December 2014 Updated with 2013 season statistics
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------------------------------------------------------------------------------
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2.0 Data Tables
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The design follows these general principles. Each player is assigned a
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unique number (playerID). All of the information relating to that player
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is tagged with his playerID. The playerIDs are linked to names and
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birthdates in the MASTER table.
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The database is comprised of the following main tables:
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MASTER - Player names, DOB, and biographical info
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Batting - batting statistics
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Pitching - pitching statistics
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Fielding - fielding statistics
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It is supplemented by these tables:
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AllStarFull - All-Star appearances
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HallofFame - Hall of Fame voting data
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Managers - managerial statistics
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Teams - yearly stats and standings
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BattingPost - post-season batting statistics
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PitchingPost - post-season pitching statistics
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TeamFranchises - franchise information
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FieldingOF - outfield position data
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FieldingPost- post-season fieldinf data
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ManagersHalf - split season data for managers
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TeamsHalf - split season data for teams
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Salaries - player salary data
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SeriesPost - post-season series information
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AwardsManagers - awards won by managers
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AwardsPlayers - awards won by players
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AwardsShareManagers - award voting for manager awards
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AwardsSharePlayers - award voting for player awards
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Appearances - details on the positions a player appeared at
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Schools - list of colleges that players attended
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CollegePlaying - list of players and the colleges they attended
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Sections 2.1 through 2.24 of this document describe each of the tables in
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detail and the fields that each contains.
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--------------------------------------------------------------------------
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2.1 MASTER table
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playerID A unique code asssigned to each player. The playerID links
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the data in this file with records in the other files.
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birthYear Year player was born
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birthMonth Month player was born
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birthDay Day player was born
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birthCountry Country where player was born
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birthState State where player was born
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birthCity City where player was born
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deathYear Year player died
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deathMonth Month player died
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deathDay Day player died
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deathCountry Country where player died
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deathState State where player died
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deathCity City where player died
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nameFirst Player's first name
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nameLast Player's last name
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nameGiven Player's given name (typically first and middle)
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weight Player's weight in pounds
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height Player's height in inches
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bats Player's batting hand (left, right, or both)
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throws Player's throwing hand (left or right)
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debut Date that player made first major league appearance
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finalGame Date that player made first major league appearance (blank if still active)
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retroID ID used by retrosheet
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bbrefID ID used by Baseball Reference website
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------------------------------------------------------------------------------
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2.2 Batting Table
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playerID Player ID code
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yearID Year
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stint player's stint (order of appearances within a season)
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teamID Team
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lgID League
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G Games
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AB At Bats
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R Runs
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H Hits
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2B Doubles
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3B Triples
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HR Homeruns
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RBI Runs Batted In
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SB Stolen Bases
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CS Caught Stealing
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BB Base on Balls
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SO Strikeouts
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IBB Intentional walks
417
HBP Hit by pitch
418
SH Sacrifice hits
419
SF Sacrifice flies
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GIDP Grounded into double plays
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------------------------------------------------------------------------------
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2.3 Pitching table
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playerID Player ID code
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yearID Year
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stint player's stint (order of appearances within a season)
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teamID Team
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lgID League
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W Wins
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L Losses
432
G Games
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GS Games Started
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CG Complete Games
435
SHO Shutouts
436
SV Saves
437
IPOuts Outs Pitched (innings pitched x 3)
438
H Hits
439
ER Earned Runs
440
HR Homeruns
441
BB Walks
442
SO Strikeouts
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BAOpp Opponent's Batting Average
444
ERA Earned Run Average
445
IBB Intentional Walks
446
WP Wild Pitches
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HBP Batters Hit By Pitch
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BK Balks
449
BFP Batters faced by Pitcher
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GF Games Finished
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R Runs Allowed
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SH Sacrifices by opposing batters
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SF Sacrifice flies by opposing batters
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GIDP Grounded into double plays by opposing batter
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------------------------------------------------------------------------------
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2.4 Fielding Table
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playerID Player ID code
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yearID Year
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stint player's stint (order of appearances within a season)
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teamID Team
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lgID League
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Pos Position
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G Games
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GS Games Started
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InnOuts Time played in the field expressed as outs
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PO Putouts
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A Assists
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E Errors
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DP Double Plays
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PB Passed Balls (by catchers)
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WP Wild Pitches (by catchers)
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SB Opponent Stolen Bases (by catchers)
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CS Opponents Caught Stealing (by catchers)
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ZR Zone Rating
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------------------------------------------------------------------------------
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2.5 AllstarFull table
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playerID Player ID code
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YearID Year
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gameNum Game number (zero if only one All-Star game played that season)
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gameID Retrosheet ID for the game idea
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teamID Team
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lgID League
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GP 1 if Played in the game
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startingPos If player was game starter, the position played
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------------------------------------------------------------------------------
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2.6 HallOfFame table
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playerID Player ID code
492
yearID Year of ballot
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votedBy Method by which player was voted upon
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ballots Total ballots cast in that year
495
needed Number of votes needed for selection in that year
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votes Total votes received
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inducted Whether player was inducted by that vote or not (Y or N)
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category Category in which candidate was honored
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needed_note Explanation of qualifiers for special elections
500
------------------------------------------------------------------------------
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2.7 Managers table
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playerID Player ID Number
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yearID Year
505
teamID Team
506
lgID League
507
inseason Managerial order. Zero if the individual managed the team
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the entire year. Otherwise denotes where the manager appeared
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in the managerial order (1 for first manager, 2 for second, etc.)
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G Games managed
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W Wins
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L Losses
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rank Team's final position in standings that year
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plyrMgr Player Manager (denoted by 'Y')
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------------------------------------------------------------------------------
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2.8 Teams table
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yearID Year
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lgID League
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teamID Team
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franchID Franchise (links to TeamsFranchise table)
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divID Team's division
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Rank Position in final standings
525
G Games played
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GHome Games played at home
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W Wins
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L Losses
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DivWin Division Winner (Y or N)
530
WCWin Wild Card Winner (Y or N)
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LgWin League Champion(Y or N)
532
WSWin World Series Winner (Y or N)
533
R Runs scored
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AB At bats
535
H Hits by batters
536
2B Doubles
537
3B Triples
538
HR Homeruns by batters
539
BB Walks by batters
540
SO Strikeouts by batters
541
SB Stolen bases
542
CS Caught stealing
543
HBP Batters hit by pitch
544
SF Sacrifice flies
545
RA Opponents runs scored
546
ER Earned runs allowed
547
ERA Earned run average
548
CG Complete games
549
SHO Shutouts
550
SV Saves
551
IPOuts Outs Pitched (innings pitched x 3)
552
HA Hits allowed
553
HRA Homeruns allowed
554
BBA Walks allowed
555
SOA Strikeouts by pitchers
556
E Errors
557
DP Double Plays
558
FP Fielding percentage
559
name Team's full name
560
park Name of team's home ballpark
561
attendance Home attendance total
562
BPF Three-year park factor for batters
563
PPF Three-year park factor for pitchers
564
teamIDBR Team ID used by Baseball Reference website
565
teamIDlahman45 Team ID used in Lahman database version 4.5
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teamIDretro Team ID used by Retrosheet
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------------------------------------------------------------------------------
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2.9 BattingPost table
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571
yearID Year
572
round Level of playoffs
573
playerID Player ID code
574
teamID Team
575
lgID League
576
G Games
577
AB At Bats
578
R Runs
579
H Hits
580
2B Doubles
581
3B Triples
582
HR Homeruns
583
RBI Runs Batted In
584
SB Stolen Bases
585
CS Caught stealing
586
BB Base on Balls
587
SO Strikeouts
588
IBB Intentional walks
589
HBP Hit by pitch
590
SH Sacrifices
591
SF Sacrifice flies
592
GIDP Grounded into double plays
593
594
------------------------------------------------------------------------------
595
2.10 PitchingPost table
596
597
playerID Player ID code
598
yearID Year
599
round Level of playoffs
600
teamID Team
601
lgID League
602
W Wins
603
L Losses
604
G Games
605
GS Games Started
606
CG Complete Games
607
SHO Shutouts
608
SV Saves
609
IPOuts Outs Pitched (innings pitched x 3)
610
H Hits
611
ER Earned Runs
612
HR Homeruns
613
BB Walks
614
SO Strikeouts
615
BAOpp Opponents' batting average
616
ERA Earned Run Average
617
IBB Intentional Walks
618
WP Wild Pitches
619
HBP Batters Hit By Pitch
620
BK Balks
621
BFP Batters faced by Pitcher
622
GF Games Finished
623
R Runs Allowed
624
SH Sacrifice Hits allowed
625
SF Sacrifice Flies allowed
626
GIDP Grounded into Double Plays
627
628
------------------------------------------------------------------------------
629
2.11 TeamFranchises table
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franchID Franchise ID
632
franchName Franchise name
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active Whetehr team is currently active (Y or N)
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NAassoc ID of National Association team franchise played as
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------------------------------------------------------------------------------
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2.12 FieldingOF table
638
639
playerID Player ID code
640
yearID Year
641
stint player's stint (order of appearances within a season)
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Glf Games played in left field
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Gcf Games played in center field
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Grf Games played in right field
645
646
------------------------------------------------------------------------------
647
2.13 ManagersHalf table
648
649
playerID Manager ID code
650
yearID Year
651
teamID Team
652
lgID League
653
inseason Managerial order. One if the individual managed the team
654
the entire year. Otherwise denotes where the manager appeared
655
in the managerial order (1 for first manager, 2 for second, etc.)
656
half First or second half of season
657
G Games managed
658
W Wins
659
L Losses
660
rank Team's position in standings for the half
661
662
------------------------------------------------------------------------------
663
2.14 TeamsHalf table
664
665
yearID Year
666
lgID League
667
teamID Team
668
half First or second half of season
669
divID Division
670
DivWin Won Division (Y or N)
671
rank Team's position in standings for the half
672
G Games played
673
W Wins
674
L Losses
675
676
------------------------------------------------------------------------------
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2.15 Salaries table
678
679
yearID Year
680
teamID Team
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lgID League
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playerID Player ID code
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salary Salary
684
685
------------------------------------------------------------------------------
686
2.16 SeriesPost table
687
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yearID Year
689
round Level of playoffs
690
teamIDwinner Team ID of the team that won the series
691
lgIDwinner League ID of the team that won the series
692
teamIDloser Team ID of the team that lost the series
693
lgIDloser League ID of the team that lost the series
694
wins Wins by team that won the series
695
losses Losses by team that won the series
696
ties Tie games
697
------------------------------------------------------------------------------
698
2.17 AwardsManagers table
699
700
playerID Manager ID code
701
awardID Name of award won
702
yearID Year
703
lgID League
704
tie Award was a tie (Y or N)
705
notes Notes about the award
706
707
------------------------------------------------------------------------------
708
2.18 AwardsPlayers table
709
710
playerID Player ID code
711
awardID Name of award won
712
yearID Year
713
lgID League
714
tie Award was a tie (Y or N)
715
notes Notes about the award
716
717
------------------------------------------------------------------------------
718
2.19 AwardsShareManagers table
719
720
awardID name of award votes were received for
721
yearID Year
722
lgID League
723
playerID Manager ID code
724
pointsWon Number of points received
725
pointsMax Maximum numner of points possible
726
votesFirst Number of first place votes
727
728
------------------------------------------------------------------------------
729
2.20 AwardsSharePlayers table
730
731
awardID name of award votes were received for
732
yearID Year
733
lgID League
734
playerID Player ID code
735
pointsWon Number of points received
736
pointsMax Maximum numner of points possible
737
votesFirst Number of first place votes
738
739
------------------------------------------------------------------------------
740
2.21 FieldingPost table
741
742
playerID Player ID code
743
yearID Year
744
teamID Team
745
lgID League
746
round Level of playoffs
747
Pos Position
748
G Games
749
GS Games Started
750
InnOuts Time played in the field expressed as outs
751
PO Putouts
752
A Assists
753
E Errors
754
DP Double Plays
755
TP Triple Plays
756
PB Passed Balls
757
SB Stolen Bases allowed (by catcher)
758
CS Caught Stealing (by catcher)
759
760
------------------------------------------------------------------------------
761
2.22 Appearances table
762
763
yearID Year
764
teamID Team
765
lgID League
766
playerID Player ID code
767
G_all Total games played
768
GS Games started
769
G_batting Games in which player batted
770
G_defense Games in which player appeared on defense
771
G_p Games as pitcher
772
G_c Games as catcher
773
G_1b Games as firstbaseman
774
G_2b Games as secondbaseman
775
G_3b Games as thirdbaseman
776
G_ss Games as shortstop
777
G_lf Games as leftfielder
778
G_cf Games as centerfielder
779
G_rf Games as right fielder
780
G_of Games as outfielder
781
G_dh Games as designated hitter
782
G_ph Games as pinch hitter
783
G_pr Games as pinch runner
784
785
786
------------------------------------------------------------------------------
787
2.23 Schools table
788
schoolID school ID code
789
schoolName school name
790
schoolCity city where school is located
791
schoolState state where school's city is located
792
schoolNick nickname for school's baseball team
793
794
795
------------------------------------------------------------------------------
796
2.24 CollegePlaying table
797
playerid Player ID code
798
schoolID school ID code
799
year year
800
801
802
<end of file>
803
804