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Pitch Quantification Part 1: Between Pitcher Comparisons of QOP with Conventional Statistics" (2016)
Biola University Digital Commons @ Biola Faculty Articles & Research 2016 Pitch quantification arP t 1: between pitcher comparisons of QOP with conventional statistics Jason Wilson Biola University Follow this and additional works at: https://digitalcommons.biola.edu/faculty-articles Part of the Sports Studies Commons, and the Statistics and Probability Commons Recommended Citation Wilson, Jason, "Pitch quantification Part 1: between pitcher comparisons of QOP with conventional statistics" (2016). Faculty Articles & Research. 393. https://digitalcommons.biola.edu/faculty-articles/393 This Article is brought to you for free and open access by Digital Commons @ Biola. It has been accepted for inclusion in Faculty Articles & Research by an authorized administrator of Digital Commons @ Biola. For more information, please contact [email protected]. | 1 Pitch Quantification Part 1: Between-Pitcher Comparisons of QOP with Conventional Statistics Jason Wilson1,2 1. Introduction The Quality of Pitch (QOP) statistic uses PITCHf/x data to extract the trajectory, location, and speed from a single pitch and is mapped onto a -10 to 10 scale. A value of 5 or higher represents a quality MLB pitch. In March 2015 we presented an LA Dodgers case study at the SABR Analytics conference using QOP that included the following results1: 1. Clayton Kershaw’s no hitter on June 18, 2014 vs. Colorado had an objectively better pitching performance than Josh Beckett’s no hitter on May 25th vs. Philadelphia. 2. Josh Beckett’s 2014 injury followed a statistically significant decline in his QOP that was not accompanied by a significant decline in MPH. These, and the others made in the presentation, are big claims. -
Seattle Mariners Opening Day Record Book
SEATTLE MARINERS OPENING DAY RECORD BOOK 1977-2012 All-Time Openers Year Date Day Opponent Att. Time Score D/N 1977 4/6 Wed. CAL 57,762 2:40 L, 0-1 N 1978 4/5 Wed. MIN 45,235 2:15 W, 3-2 N 1979 4/4 Wed. CAL 37,748 2:23 W, 5-4 N 1980 4/9 Wed. TOR 22,588 2:34 W, 8-6 N 1981 4/9 Thurs. CAL 33,317 2:14 L, 2-6 N 1982 4/6 Tue. at MIN 52,279 2:32 W, 11-7 N 1983 4/5 Tue. NYY 37,015 2:53 W, 5-4 N 1984 4/4 Wed. TOR 43,200 2:50 W, 3-2 (10) N 1985 4/9 Tue. OAK 37,161 2:56 W, 6-3 N 1986 4/8 Tue. CAL 42,121 3:22 W, 8-4 (10) N 1987 4/7 Tue. at CAL 37,097 2:42 L, 1-7 D 1988 4/4 Mon. at OAK 45,333 2:24 L, 1-4 N 1989 4/3 Mon. at OAK 46,163 2:19 L, 2-3 N 1990 4/9 Mon. at CAL 38,406 2:56 W, 7-4 N 1991 4/9 Tue. CAL 53,671 2:40 L, 2-3 N 1992 4/6 Mon. TEX 55,918 3:52 L, 10-12 N 1993 4/6 Tue. TOR 56,120 2:41 W, 8-1 N 1994 4/4 Mon. at CLE 41,459 3:29 L, 3-4 (11) D 1995 4/27 Thurs. -
Pro Yakyu Gameday Packet
Pacific League Playoffs Second Stage – Game 4 October 16, 2005 6:00 PM JST Fukuoka Yahoo! Japan Dome Fukuoka, Fukuoka CHIBA LOTTE MARINES AT FUKUOKA SOFTBANK HAWKS CHIBA LOTTE MARINES – SCORECARD # Player P 1 2 3 4 5 6 7 8 9 10 11 12 AB R H RBI BB SO + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Runs Hits Errors TEAM TOTALS Left on Base Opposing BK # T IP H R ER BB SO HB HR BF PIT Pitcher WP PB E DP W L SV SB HBP DB CS IBB TP SH GDP HR SF Scorer: _____________ Umpires: ____________________________________________Game Time: _____________ Attendance:_____________ Pacific League Playoffs Second Stage – Game 4 October 16, 2005 6:00 PM JST Fukuoka Yahoo! Japan Dome Fukuoka, Fukuoka CHIBA LOTTE MARINES AT FUKUOKA SOFTBANK HAWKS FUKUOKA SOFTBANK HAWKS – SCORECARD # Player P 1 2 3 4 5 6 7 8 9 10 11 12 AB R H RBI BB SO + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Runs Hits Errors TEAM TOTALS Left on Base Opposing BK # T IP H R ER BB SO HB HR BF PIT Pitcher WP PB E DP W L SV -
The Logan Banner, Thursday, June 20, 2013 Obituaries
A1 LOG ONTO WWW.LOGANBANNER.COM FOR ARCHIVE • GAMES • FeaTURES • E-EDITION • POLLS & MORE HE OGAN ANNER COMMENTARYT WEATHER L SPORTS B ONLINE Public opinion for Sunny. High mid 80s. Hooping it Busy? Find us statewide growth Low in the lower 60s up.... Page online, anytime at: .... Page A4 .... Page A3 B1 loganbanner.com Vol. 126, Number 75 THURSDAY, JUNE 20, 2013 50 cents daily 2 lawsuits filed over runoff from reclaimed mines HUNTINGTON, W.Va. Pocahontas Land Corp. former Southeast Ridge new strategy from the en- myth that they no lon- for Hernshaw Partners, (AP) — Environmental- and Hernshaw Partners Mine and a former Chafin vironmental community, ger threaten the environ- based in Gilbert. ists are going after the LLC in U.S. District Court Branch Coal Co. site. The which has long sued coal ment when they’re done The complaints ask a owners of two more for- in Huntington Wednesday lawsuits say state and companies over pollution producing coal. judge to stop the unpermit- mer mountaintop remov- over alleged violations of federal regulators are do- but rarely sued after their Pocahontas Land Corp. ted discharges and to fine al mines in West Virginia, the Clean Water Act. ing nothing to end water operations are reclaimed of Bluefield is a subsidiary the defendants $37,500 hoping to hold them re- The groups filed simi- pollution from old surface per day for each violation. of Virginia-based Norfolk sponsible for water pollu- lar complaints over three mines after they’ve been and released from bonding They also demand moni- tion from the sites. -
Mariners Game Notes • Monday • July 2, 2012 • Vs
GAME INFORMATION Safeco Field • PO Box 4100 • Seattle, WA 98194 • TEL: 206.346.4000 • FAX: 206.346.4000 • www.mariners.com Monday, July 2, 2012 BALTIMORE ORIOLES (42-36) vs. SEATTLE MARINERS (34-47) Game #82 (34-47) Safeco Field RH Jason Hammel (8-3, 3.29) vs. RH Hisashi Iwakuma (1-1, 4.75) Home #39 (15-23) UPCOMING PROBABLE PITCHERS…all times PDT… Day Date Opp. Time Mariners Pitcher Opposing Pitcher TV Tuesday July 3 BAL 7:10 pm RH Felix Hernandez (6-5, 3.09) vs. LH Wei-Yin Chen (7-4, 3.73) ROOT Wednesday July 4 BAL 1:10 pm RH Hector Noesi (2-10, 5.69) vs. RH Jake Arrieta (3-9, 5.81) ROOT All games broadcast on 710 ESPN Seattle & Mariners Radio Network Spanish Audio available for all home games, presented by ROOT SPORTS via SAP (where available) TONIGHT’S TILT…the Mariners continue their longest homestand of the season with the 8th game START IT UP (3-4) of a 3-team, 10-game homestand hosting the A’s (1-2), Red Sox (2-2) and Orioles (3 games)… Mariners starters have posted a 2.13 ERA (13 ER, 55.0 IP) over the last 9 travel to Oakland on Thursday’s off day for the fi nal three game of the fi rst half of the season… games, with 60 strikeouts…prior to tonight’s game will be televised on ROOT Sports in high defi nition and broadcast live on 710 ESPN current 9 G stretch, were 0-9 with Seattle & Mariners Radio Network. -
2018 Media-Guide.Pdf
SALTDOGS BASEBALL 2018 TABLE OF CONTENTS Contact Information/Local Media 2 All-Time Highs and Lows 48 About the Lincoln Saltdogs 3 2017 American Association Final Standings 49 Haymarket Park 3 2017 American Association Team Stats 50 About Lincoln Pro Baseball 3 2017 American Association Leaders 51 About Lincoln, Nebraska 4 2017 Lincoln Saltdogs Game-by-Game Results 53 Saltdogs in MLB organizations 5 2017 Lincoln Saltdogs Team Stats 54 Media Information 6 Saltdogs Individual Game Records 55 Saltdogs Manager Bobby Brown 7 Saltdogs Team Game Records 58 Lincoln Saltdogs Coaching Staff 8 Saltdogs Individual Season Records 61 Lincoln Saltdogs 2018 Player Bios 9 Saltdogs Team Season Records 66 Front Office Staff 35 Saltdogs Individual Career Records 71 Medical Staff 38 Saltdogs Longest Hit Streaks 78 2018 Lincoln Saltdogs Schedule 39 Saltdogs All-Time Roster 79 History of the American Association 40 2018 Lincoln Saltdogs Roster/Pronunciation Guide 83 Commissioner Miles Wolff 41 American Association Staff 42 Roster Rules 43 Current American Association Franchises 44 Saltdogs All-Time Wins-Losses Breakdown 47 32 players signed to MLB clubs since 2011 Four former Saltdogs have reached “The Show” LINCOLN SALTDOGS CONTACT INFORMATION: VISITING TEAM HOTEL: RADIO STATIONS: 403 Line Drive Circle, Suite A Graduate—Lincoln ESPN 1480 Lincoln, NE 68508 141 N 9th St 402-466-3776 Main Office: (402) 474-BALL (2255) Lincoln, NE 68508 ESPN1480.com Fax: (402) 474-2254 Phone: (402) 475-4011 www.saltdogs.com [email protected] KFOR 1240 LOCAL NEWSPAPER: Press Box: -
04.16.17 Game Notes.Indd
Sunday, April 16, 2017 Game #13 (4-8) Safeco Field TEXAS RANGERS (4-7) vs. SEATTLE MARINERS (4-8) Home #6 (3-2) TODAY’S GAME INFORMATION Starting Pitchers: LHP Cole Hamels (0-0, 4.50) vs. RHP Hisashi Iwakuma (0-1, 2.25) 1:10 pm PT • Radio: 710 ESPN / Mariners.com • TV: ROOT SPORTS Day Date Opp. Time (PT) Mariners Pitcher Opposing Pitcher RADIO Monday April 17 MIA 7:10 pm LH Ariel Miranda (0-1, 5.06) vs. RH Tom Koehler (0-0, 3.27) 710 ESPN Tuesday April 18 MIA 7:10 pm RH Yovani Gallardo (0-1, 6.30) vs. LH Wei-Yin Chen (1-1, 7.00) 710 ESPN Wednesday April 19 MIA 12:40 pm RH Felix Hernandez (1-1, 2.95) vs. RH Edinson Volquez (0-1, 3.45) 710 ESPN All games televised on ROOT SPORTS with home games featuring Spanish Audio via TV SAP TODAY’S TILT…the Mariners continue a 9-game homestand today with the fi nale of a three-game series ON THIS DATE vs. Texas (2-0)… began the homestand by losing 2-of-3 to Houston and will also host Miami (3 G) following 1991: Brian Holman tosses his fourth ca- reer shutout in a 3-0 win against the Twins at the three-game series vs. the Rangers…went 1-6 on a recently-completed, season-opening, seven-game the Kingdome (Holman fi nished his Mariners road trip to Houston (1-3) and Los Angeles (0-3)…today’s game will be televised live in HD on ROOT career with 5 ShO, T8th-most in club histo- SPORTS NW and broadcast live on 710 ESPN Seattle and the Mariners Radio Network. -
06-15-2013 Mariners Game Notes
Saturday, June 15, 2013 Game #69 (30-38) O.co Coliseum SEATTLE MARINERS (30-38) at OAKLAND ATHLETICS (41-28) Road #34 (12-21) TODAY’S GAME INFORMATION Starting Pitchers: RHP Felix Hernandez (7-4, 2.49) at RHP A.J. Griffi n (5-5, 3.78) 4:15 p.m. • Radio: 710 ESPN Seattle / Mariners.com • TV: FOX Day Date Opp. Time Mariners Pitcher Opposing Pitcher TELEVISION Sunday June 16 @OAK 1:07 pm RH Hisashi Iwakuma (7-1, 1.79) at RH Bartolo Colon (7-2, 3.14) ROOT Sports Monday June 17 @LAA 7:05 pm RH Aaron Harang (7-1, 1.79) at RH Bartolo Colon (7-2, 3.14) ROOT Sports Tuesday June 18 @LAA 7:05 pm RH Jeremy Bonderman (7-1, 1.79) at TBA ROOT Sports Wednesday June 19 @LAA 7:05pm LH Joe Saunders (5-6, 4.80) at LH C.J. Wilson (5-5, 3.90) ROOT Sports Thursday June 20 @LAA 7:05 pm RH Felix Hernandez (7-2, 2.49+today) at RH Tommy Hanson (3-2, 4.12+tonight) ROOT Sports All games broadcast on 710 ESPN Seattle & the Mariners Radio Network & home games in Spanish on ESPN Deportes Local Radio Group … the Mariners continue a 7-game, 2-city roadtrip to the Golden State with the INSIDE THE NUMBERS TODAY’S TILT second of three games against the Oakland Athletics (1-0)...will also travel to Los Angeles-AL (4G)… went 5-5 on the recently completed 10-game homestand against Chicago-AL (2-1), New York-AL (1-3) and Houston (2-1)…today’s game will be televised on FOX in high defi nition & broadcast live .750 on 710 ESPN Seattle & the Mariners Radio Network. -
Leveraging Big Data in Baseball
An article by EMC Proven Professional Knowledge Sharing Elite Author A WHOLE NEW BALLGAME: LEVERAGING BIG DATA IN BASEBALL Bruce Yellin Advisory Systems Engineer EMC Corporation [email protected] Table of Contents Introduction – Baseball, Big Data, and Advanced Analytics ...................................... 9 Big Data and Baseball - Players, Coaches, Trainers, and Managers ....................... 13 Sportvision ................................................................................................................ 15 PITCHf/x ................................................................................................................ 16 HITf/x ..................................................................................................................... 25 FIELDf/x ................................................................................................................ 28 Big Data and the Business of Baseball ..................................................................... 33 Player Development .................................................................................................. 36 Revenue From Fans .................................................................................................. 38 Revenue From Media ................................................................................................ 42 Big Data Helps Create Algorithmic Baseball Journalism ......................................... 43 Listen To Your Data - Grady the Goat - The Curse of the Bambino ........................ -
9-6 SEA.Indd
Seattle Mariners vs. Oakland Athletics · Sunday, September 6, 2009 · 1:05 pm · CSNCA GAME SCORECARD First Pitch: Time of Game: Attendance: Today’s Umpires: About Today’s Game: HP 77 Jim REYNOLDS Offi cial Scorer: David Feldman 1B 52 Bill WELKE 2B 92 James HOYE A’s Upcoming Games: 3B 65 Ted BARRETT* Sept. 8 at CWS RHP Brett Tomko (3-3, 4.40) vs. RHP Carlos Torres (1-0, 3.86) 5:11 pm CSNCA *crew chief Sept. 9 at CWS RHP Trevor Cahill (8-12, 4.66) vs. RHP Freddy Garcia (1-2, 4.76) 5:11 pm CSNCA SEATTLE MARINERS (72-65) 1 2 3 4 5 6 7 8 9 10 11 12 AB R H RBI 51 Ichiro SUZUKI, RF (.363, 8, 37) 21 Franklin GUTIERREZ, CF (.285, 15, 57) 4 Jose LOPEZ, 1B (.265, 22, 83) 5 Mike SWEENEY, DH (.264, 5, 27) 29 Adrian BELTRE, 3B (.263, 5, 32) 3 Bill HALL, 2B (.250, 1, 8) 2 Kenji JOHJIMA, C (.244, 7, 20) 9 Jack WILSON, SS (.207, 1, 7) 55 Michael SAUNDERS, LF (.206, 0, 4) MARINERS ROSTER PITCHERS IP H R ER BB SO HR Pitches Coaching Staff: 22 Don Wakamatsu, Manager 58 Doug FISTER, RHP (2-1, 2.94) 8 Lee Tinsley, First Base 40 Rick Adair, Pitching 17 Bruce Hines, Third Base 44 Ty Van Burkelo, Bench 28 John Wetteland, Bullpen 47 Alan Cockrell, Hitting Position Players: Pitchers: 2 Kenji Johjima R/R C 18 Ryan Rowland-Smith L/L P 3 Bill Hall R/R 3B 23 Shawn kelley R/R P 4 Jose Lopez R/R 2B 25 Luke French L/L P 5 Mike Sweeney R/R DH 26 Randy Messenger R/R P 7 Jack Hannahan L/R 3B 31 Ryan Feierabend (DL) L/L P 9 Jack Wilson R/R SS 34 Felix Hernandez R/R P 10 Endy Chavez (DL) L/L LF 37 Cesar Jimenez (DL) L/L P 12 Ryan Langerhans L/L LF 38 Jason Vargas L/L P 16 Josh Wilson R/R SS 41 Chris Jakubauskas L/R P 2B LOB 21 Franklin Gutierrez R/R CF 43 Miguel Batista R/R P 24 Ken Griffey Jr. -
2013 Topps Tribute WBC Baseball HITS
2013 Topps Tribute WBC Baseball HITS Checklist - By Name - No Parallels Player Set # Team S/N Hank Aaron Tribute to International Legends Auto TILA-HA United States 15 Henderson Alvarez WBC Auto WTA-HA Venezuela ?? Henderson Alvarez WBC Auto WTA-HA2 Venezuela ?? Elvis Andrus Flag Patch WFP-EAN Venezuela 1 Elvis Andrus Logo Patch WLP-EAN Venezuela 1 Elvis Andrus Prime Patch Relic WPP-EAN Venezuela ?? Luis Aparicio Tribute to International Legends Auto TILA-LA Venezuela 15 J.P. Arencibia Flag Patch WFP-JP United States 1 J.P. Arencibia Logo Patch WLP-JP United States 1 J.P. Arencibia Prime Patch Relic WPP-JP United States ?? J.P. Arencibia WBC Auto WTA-JA United States ?? J.P. Arencibia WBC Auto WTA-JA2 United States ?? Phillippe Aumont Flag Patch WFP-PA Canada 1 Phillippe Aumont Logo Patch WLP-PA Canada 1 Phillippe Aumont Prime Patch Relic WPP-PA Canada ?? John Axford WBC Auto WTA-JAX Canada ?? John Axford WBC Auto WTA-JAX2 Canada ?? Erick Aybar Flag Patch WFP-EAY Dominican Republic 1 Erick Aybar Logo Patch WLP-EAY Dominican Republic 1 Erick Aybar Prime Patch Relic WPP-EAY Dominican Republic ?? www.groupbreakchecklists.com 2013 Topps Tribute WBC Baseball HITS Checklist - By Name - No Parallels Player Set # Team S/N Carlos Beltran Flag Patch WFP-CB Puerto Rico 1 Carlos Beltran Logo Patch WLP-CB Puerto Rico 1 Carlos Beltran Prime Patch Relic WPP-CB Puerto Rico ?? Jose Berrios Flag Patch WFP-JB Puerto Rico 1 Jose Berrios Logo Patch WLP-JB Puerto Rico 1 Jose Berrios Prime Patch Relic WPP-JB Puerto Rico ?? Jose Berrios WBC Auto WTA-JB Puerto -
Kansas City T-Bones Sam Katz, Winnipeg Goldeyes Marcus Holliman, Laredo Lemurs PLAYOFFS Three Division Winners and One Wild Card Play in Best-Of-Five Series
di 1 Me Guide A M E R I C A N A S S O C I A T I O N 2 0 1 5 AMERICAN ASSOCIATION 2015 MEDIA GUIDE 1415 Highway 54 West, Suite 210, Durham, NC 27707. Phone: (919) 401-8150. Fax: (919) 401-8152. Web: AmericanAssociationBaseball.com. LEAGUE ADMINISTRATION Commissioner: Miles Wolff. President: Dan Moushon. Director of Umpires: Kevin Winn. Administrative Assistant: Matt Krause. LEAGUE DIRECTORS Gary Elliston, Amarillo Thunderheads Jim Abel, Lincoln Saltdogs Bruce Thom, Fargo-Moorhead RedHawks Marv Goldklang, St. Paul Saints Patrick Salvi, Gary SouthShore RailCats John Roost, Sioux City Explorers John Bilbow, Grand Prairie AirHogs Mark Ogren, Sioux Falls Canaries Shawn Suarez, Joplin Blasters Steve Ruud, Wichita Wingnuts John Ehlert, Kansas City T-Bones Sam Katz, Winnipeg Goldeyes Marcus Holliman, Laredo Lemurs PLAYOFFS Three division winners and one wild card play in best-of-five series. Winners play for best-of-five American Association championship. ROSTER RULES The roster limit for a American Association club is 22 players. An additional two players may be on the disabled list during the regular season. Of those 22 players, a maximum of five may be veterans and minimum of four must be rookies. The remaining players will be designated limited service players and of those LS players only six (6) may be LS-4. During the pre-season, a maximum of 28 players may be under contract at any one time without regard to classification. The 22 active player roster must be met two days before the start of the regular season. Northern Division Central Division Southern Division Fargo-Moorhead Gary SouthShore Amarillo Thunderheads Definitions RedHawks RailCats Year of Service: A year of service for American Association players is 75 official at bats or more Grand Prairie AirHogs in a National Association or independent league or leagues, or 30 innings or more pitched in a St.