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Oh My God, It's Full of Data–A Biased & Incomplete
Oh my god, it's full of data! A biased & incomplete introduction to visualization Bastian Rieck Dramatis personæ Source: Viktor Hertz, Jacob Atienza What is visualization? “Computer-based visualization systems provide visual representations of datasets intended to help people carry out some task better.” — Tamara Munzner, Visualization Design and Analysis: Abstractions, Principles, and Methods Why is visualization useful? Anscombe’s quartet I II III IV x y x y x y x y 10.0 8.04 10.0 9.14 10.0 7.46 8.0 6.58 8.0 6.95 8.0 8.14 8.0 6.77 8.0 5.76 13.0 7.58 13.0 8.74 13.0 12.74 8.0 7.71 9.0 8.81 9.0 8.77 9.0 7.11 8.0 8.84 11.0 8.33 11.0 9.26 11.0 7.81 8.0 8.47 14.0 9.96 14.0 8.10 14.0 8.84 8.0 7.04 6.0 7.24 6.0 6.13 6.0 6.08 8.0 5.25 4.0 4.26 4.0 3.10 4.0 5.39 19.0 12.50 12.0 10.84 12.0 9.13 12.0 8.15 8.0 5.56 7.0 4.82 7.0 7.26 7.0 6.42 8.0 7.91 5.0 5.68 5.0 4.74 5.0 5.73 8.0 6.89 From the viewpoint of statistics x y Mean 9 7.50 Variance 11 4.127 Correlation 0.816 Linear regression line y = 3:00 + 0:500x From the viewpoint of visualization 12 12 10 10 8 8 6 6 4 4 4 6 8 10 12 14 16 18 4 6 8 10 12 14 16 18 12 12 10 10 8 8 6 6 4 4 4 6 8 10 12 14 16 18 4 6 8 10 12 14 16 18 How does it work? Parallel coordinates Tabular data (e.g. -
NCAA Division I Baseball Records
Division I Baseball Records Individual Records .................................................................. 2 Individual Leaders .................................................................. 4 Annual Individual Champions .......................................... 14 Team Records ........................................................................... 22 Team Leaders ............................................................................ 24 Annual Team Champions .................................................... 32 All-Time Winningest Teams ................................................ 38 Collegiate Baseball Division I Final Polls ....................... 42 Baseball America Division I Final Polls ........................... 45 USA Today Baseball Weekly/ESPN/ American Baseball Coaches Association Division I Final Polls ............................................................ 46 National Collegiate Baseball Writers Association Division I Final Polls ............................................................ 48 Statistical Trends ...................................................................... 49 No-Hitters and Perfect Games by Year .......................... 50 2 NCAA BASEBALL DIVISION I RECORDS THROUGH 2011 Official NCAA Division I baseball records began Season Career with the 1957 season and are based on informa- 39—Jason Krizan, Dallas Baptist, 2011 (62 games) 346—Jeff Ledbetter, Florida St., 1979-82 (262 games) tion submitted to the NCAA statistics service by Career RUNS BATTED IN PER GAME institutions -
November, 2006
By the Numbers Volume 16, Number 4 The Newsletter of the SABR Statistical Analysis Committee November, 2006 Review Academic Research: Errors and Official Scorers Charlie Pavitt The author describes a recent academic study investigating the change in error rates over time, and speculating on the role of the official scorer in the “home field advantage” for errors. This is one of a series of reviews of sabermetric articles published in academic journals. It is part of a project of mine to collect and catalog sabermetric research, and I would appreciate learning of and receiving copies of any studies of which I am unaware. Please visit the Statistical Baseball Research Bibliography at www.udel.edu/communication/pavitt/biblioexplan.htm . Use it for your research, and let me know what is missing. per game, used as a proxy for team speed, were positively related David E. Kalist and Stephen J. Spurr, Baseball with errors; others have previously noticed the speed/error Errors, Journal of Quantitative Analysis in association. Sports, Volume 2, Issue 4, Article 3 Interestingly, the National League has consistently “boasted” more errors than the American League; the authors are unsure In its short existence, JQAS has shown a tendency to present why, but comparisons both before and after the appearance of the articles that are long on method but short on interesting designated hitter in the junior circuit indicate that this is probably substance (case in point, another piece in Volume 2 Issue 4 not the reason. relevant to the tired old topic of within-league parity). Kalist and Spurr’s effort is a welcome change. -
2008 History.Indd
SPARTAN BASKETBALL HISTORY AND TRADITION 1979 NCAA CHAMPIONS The 1978-79 season was truly a magical one for Coach Jud Heathcote and his Michigan State Spartans. Blending a perfect combination of individual ability, enthu- siasm and teamwork, Heathcote formed a cohesive unit that captivated the nation and sellout crowds at Jenison Field House. The Spartans compiled a 26-6 overall record and went 13-5 in the Big Ten to share the league crown with Purdue and Iowa. State steamrolled through the NCAA Tournament, ending the season on top of the college basketball world with a 75-64 victory over Larry Bird and unbeaten Indi- ana State. The 1978-79 squad gathered at Jenison Field House on Aug. 12, 1989, to play one more game against a team of former Spartan All-Stars. On a hot, sweltering night, the National Champi- onship squad, led by Earvin Johnson’s 25 points and 17 rebounds, topped the All-Stars, 95-93, before a sellout crowd of 10,004. 126 MICHIGAN STATE MEN’S BASKETBALL 2000 NCAA CHAMPIONS Tom Izzo repeatedly talked to his team about leaving its mark on the program. The 1999-2000 Spartans did more than leave their mark; they set the standard by which all future Michigan State teams would be measured. Part of being a champion is winning titles, which the Spartans accomplished in winning the Na- tional Championship, a third straight Big Ten Championship and a second consecutive Big Ten Tourna- ment title. Michigan State’s three consecutive conference crowns marked only the eighth time in league history that a team has won three straight titles. -
2016‐17 Flawless Basketball Player Card Totals
2016‐17 Flawless Basketball Player Card Totals 2015 Flawless Extra Cards not included (unknown print runs, players highlighted in yellow) Add'l Card Counts (Not print runs) for 2015 Extras: Khris Middleton x1, Pau Gasol x1, Kenny Smith x5, Draymond Green x40, Goran Dragic x28, Dennis Schroder x11, Nicolas Batum x14, Marcin Gortat x11, Nikola Vucevic x10, Rudy Gay x10, Tony Parker x10 266 Players with Cards 7 of those players have 6 cards or under, 11 Players only have Diamond Cards (Nash and Dennis Johnson only have 6) Auto Auto TOTAL Auto Diamond Relic Auto Relic Logo Logoman Champ Patch Team Auto Logo‐ Champ Cards Total Only Total Total Patch Patch Man Diamond Tag Diamond Man Tag Aaron Gordon 369 369 112 257 Al Horford 122 122 119 1 2 Al Jefferson 34 34 34 Alex English 57 57 57 Allen Crabbe 98 98 57 41 Allen Iverson 359 309 49 1 229 80 1 Alonzo Mourning 184 178 6 178 Amar'e Stoudemire 41 41 41 Andre Drummond 155 153 2 115 38 2 Andre Iguodala 43 43 41 2 Andre Roberson 1 1 1 Andrei Kirilenko 97 97 97 Andrew Bogut 41 41 41 Andrew Wiggins 311 138 43 130 138 122 2 1 5 Anfernee Hardaway 112 112 112 Anthony Davis 324 274 43 7 212 62 1 1 5 Artis Gilmore 261 232 29 232 29 Austin Rivers 82 82 82 Ben Simmons 43 43 Ben Wallace 186 180 6 174 6 Bernard King 113 113 113 Bill Russell 215 172 43 172 Blake Griffin 290 117 43 130 117 122 2 1 5 Bobby Portis 16 16 16 Bojan Bogdanovic 113 113 56 57 Bradley Beal 43 43 Brandon Ingram 376 255 43 78 60 194 1 74 2 2 Brandon Jennings 41 41 41 Brandon Knight 39 39 39 Brook Lopez 82 82 82 Buddy Hield 413 253 43 117 58 194 1 115 2 C.J. -
Hawks Owner Calls Josh Smith 'Closest Thing to Lebron' -- NBA Fanhouse Page 1 of 10
Hawks Owner Calls Josh Smith 'Closest Thing to LeBron' -- NBA FanHouse Page 1 of 10 Shocking New scientific Paying for apnea discovery for discovery fuels treatment? How to joint relief muscle building spend less MAIL You might also like MMA Fighting , Fleaflicker Sign In / Register Main Choose A Sport NFL MLB NBA NHL NCAA Football NCAA Basketball Motorsports Golf Tennis Boxing MMA Women's Basketball Soccer English Premier League Sports Biz & Media Back Porch Cricket Scores And Stats NCAABB Scores MLB Scores NBA Scores NHL Scores NCAABB Women's MLB Stats NBA Stats NHL Stats Writers Fantasy Free Fantasy Games / Check Your Teams Fantasy Main Fantasy Baseball Fantasy Basketball Fantasy Football Latest Player News Forums NFL MLB NBA NHL NCAA Football NCAA Basketball Motorsports Golf Tennis Soccer Boxing MMA Fantasy Shop http://nba.fanhouse.com/2010/04/21/hawks-owner-calls-josh-smith-closest-thing-to-lebron/ 4/21/2010 Hawks Owner Calls Josh Smith 'Closest Thing to LeBron' -- NBA FanHouse Page 2 of 10 Tickets NFL Gear NBA Jerseys College Apparel FanShop Search Sports News NBA Home Scores Standings Stats Teams EASTERN CONFERENCE Atlantic Division Boston Celtics New Jersey Nets New York Knicks Philadelphia 76ers Toronto Raptors Southeast Division Atlanta Hawks Charlotte Bobcats Miami Heat Orlando Magic Washington Wizards Central Division Chicago Bulls Cleveland Cavaliers Detroit Pistons Indiana Pacers Milwaukee Bucks WESTERN CONFERENCE Northwest Division Denver -
Children Bond with SJSU Parents Employees Fired
SERVING SAN JOSE STATE UNIVERSITY SINCE 1934 SPARTANSPARTAN DAILYDAILY WWW.THESPARTANDAILY.COM VOLUME 122, NUMBER 53 FRIDAY, APRIL 23, 2004 Children bond with SJSU parents Employees fi red for taking photos of soldiers’ caskets Associated Press WASHINGTON — The Pentagon lost its tight control over the images of coffi ns returning from Iraq as about 350 such images were released under the Freedom of Information Act and a Seattle newspaper published a similar photo taken by a military contractor. After Dover Air Force Base, the main port for returning remains, released hundreds of government photos of the ceremonies, the Defense Department ordered Thursday that no more photographs be released. In addition, two employees for defense contractor Maytag Aircraft were fi red after the Pentagon complained about a photo of fl ag-draped caskets taken by one of them appeared in the Seattle Times. In March 2003, on the eve of war in Iraq, the Pentagon ordered an end to all media coverage of ceremonies for the returning remains of soldiers killed overseas. Although Dover already had such a policy, the Pentagon action enforced a military-wide ban on images of fl ag-draped caskets that dated from late 2000 but had not been followed. With few exceptions, the ban had remained in force until recent days. But last week, about 350 photos from Dover were released under a Freedom of Information Act request by Russ Kick, a First Amendment advocate who runs a Web site called the Memory Hole (www.thememoryhole.org). Dover had recommended that Kick’s request be denied, but offi cials at Air Mobility Command headquarters at Scott Air Force Base in Illinois authorized the release on appeal. -
Aw a Rd Wi Nners
Aw_MBB01_sp 10/10/01 11:15 AM Page 107 Awa r d Win n e r s Division I Consensus All-American Selections .. .1 0 8 Division I Academic All-Americans By Tea m .. .1 1 3 Division I Player of the Yea r. .1 1 4 Divisions II and III Fi r s t - Te a m All-Americans By Tea m. .1 1 6 Divisions II and III Ac a d e m i c All-Americans By Tea m. .1 1 8 NCAA Postgraduate Scholarship Winners By Tea m. .1 1 9 Awar MBKB01 10/9/01 1:41 PM Page 108 10 8 DIVISION I CONSENSUS ALL-AMERICA SELECTIONS Division I Consensus All-America Selections Second Tea m —R o b e r t Doll, Colorado; Wil f re d Un r uh, Bradley, 6-4, Toulon, Ill.; Bill Sharman, Southern By Season Do e rn e r , Evansville; Donald Burness, Stanford; George Ca l i f o r nia, 6-2, Porte r ville, Calif. Mu n r oe, Dartmouth; Stan Modzelewski, Rhode Island; Second Tea m —Charles Cooper, Duquesne; Don 192 9 John Mandic, Oregon St. Lofgran, San Francisco; Kevin O’Shea, Notre Dame; Don Charley Hyatt, Pittsburgh; Joe Schaaf, Pennsylvania; Rehfeldt, Wisconsin; Sherman White, Long Island. Charles Murphy, Purdue; Ver n Corbin, California; Thomas 1943 Ch u r chill, Oklahoma; John Thompson, Montana St. First Te a m— A n d rew Phillip, Illinois; Georg e 1951 193 0 Se n e s k y , St. Joseph’s; Ken Sailors, Wyoming; Harry Boy- First Tea m —Bill Mlkvy, Temple, 6-4, Palmerton, Pa.; ko f f, St. -
Rosters Set for 2014-15 Nba Regular Season
ROSTERS SET FOR 2014-15 NBA REGULAR SEASON NEW YORK, Oct. 27, 2014 – Following are the opening day rosters for Kia NBA Tip-Off ‘14. The season begins Tuesday with three games: ATLANTA BOSTON BROOKLYN CHARLOTTE CHICAGO Pero Antic Brandon Bass Alan Anderson Bismack Biyombo Cameron Bairstow Kent Bazemore Avery Bradley Bojan Bogdanovic PJ Hairston Aaron Brooks DeMarre Carroll Jeff Green Kevin Garnett Gerald Henderson Mike Dunleavy Al Horford Kelly Olynyk Jorge Gutierrez Al Jefferson Pau Gasol John Jenkins Phil Pressey Jarrett Jack Michael Kidd-Gilchrist Taj Gibson Shelvin Mack Rajon Rondo Joe Johnson Jason Maxiell Kirk Hinrich Paul Millsap Marcus Smart Jerome Jordan Gary Neal Doug McDermott Mike Muscala Jared Sullinger Sergey Karasev Jannero Pargo Nikola Mirotic Adreian Payne Marcus Thornton Andrei Kirilenko Brian Roberts Nazr Mohammed Dennis Schroder Evan Turner Brook Lopez Lance Stephenson E'Twaun Moore Mike Scott Gerald Wallace Mason Plumlee Kemba Walker Joakim Noah Thabo Sefolosha James Young Mirza Teletovic Marvin Williams Derrick Rose Jeff Teague Tyler Zeller Deron Williams Cody Zeller Tony Snell INACTIVE LIST Elton Brand Vitor Faverani Markel Brown Jeffery Taylor Jimmy Butler Kyle Korver Dwight Powell Cory Jefferson Noah Vonleh CLEVELAND DALLAS DENVER DETROIT GOLDEN STATE Matthew Dellavedova Al-Farouq Aminu Arron Afflalo Joel Anthony Leandro Barbosa Joe Harris Tyson Chandler Darrell Arthur D.J. Augustin Harrison Barnes Brendan Haywood Jae Crowder Wilson Chandler Caron Butler Andrew Bogut Kentavious Caldwell- Kyrie Irving Monta Ellis -
Illegal Defense: the Irrational Economics of Banning High School Players from the NBA Draft
University of New Hampshire University of New Hampshire Scholars' Repository University of New Hampshire – Franklin Pierce Law Faculty Scholarship School of Law 1-1-2004 Illegal Defense: The Irrational Economics of Banning High School Players from the NBA Draft Michael McCann University of New Hampshire School of Law Follow this and additional works at: https://scholars.unh.edu/law_facpub Part of the Antitrust and Trade Regulation Commons, Collective Bargaining Commons, Entertainment, Arts, and Sports Law Commons, Labor and Employment Law Commons, Sports Management Commons, Sports Studies Commons, Strategic Management Policy Commons, and the Unions Commons Recommended Citation Michael McCann, "Illegal Defense: The Irrational Economics of Banning High School Players from the NBA Draft," 3 VA. SPORTS & ENT. L. J.113 (2004). This Article is brought to you for free and open access by the University of New Hampshire – Franklin Pierce School of Law at University of New Hampshire Scholars' Repository. It has been accepted for inclusion in Law Faculty Scholarship by an authorized administrator of University of New Hampshire Scholars' Repository. For more information, please contact [email protected]. +(,121/,1( Citation: 3 Va. Sports & Ent. L.J. 113 2003-2004 Content downloaded/printed from HeinOnline (http://heinonline.org) Mon Aug 10 13:54:45 2015 -- Your use of this HeinOnline PDF indicates your acceptance of HeinOnline's Terms and Conditions of the license agreement available at http://heinonline.org/HOL/License -- The search text of this PDF is generated from uncorrected OCR text. -- To obtain permission to use this article beyond the scope of your HeinOnline license, please use: https://www.copyright.com/ccc/basicSearch.do? &operation=go&searchType=0 &lastSearch=simple&all=on&titleOrStdNo=1556-9799 Article Illegal Defense: The Irrational Economics of Banning High School Players from the NBA Draft Michael A. -
2021 SWB Railriders Media Guide
2021 swb railriders 2021 swb railriders triple-a information On February 12, 2021, Major League Baseball announced its new plan for affiliated baseball, with 120 Minor League clubs officially agreeing to join the new Professional Development League (PDL). In total, the new player development system includes 179 teams across 17 leagues in 43 states and four provinces. Including the AZL and GCL, there are 209 teams across 19 leagues in 44 states and four provinces. That includes the 150 teams in the PDL and AZL/GCL along with the four partner leagues: the American Association, Atlantic League, Frontier League and Pioneer League. The long-time Triple-A structure of the International and Pacific Coast Leagues have been replaced by Triple-A East and Triple-A West. Triple-A East consists on 20 teams; all 14 from the International League, plus teams moving from the Pacific Coast League, the Southern League and the independent Atlantic League. Triple-A West is comprised of nine Pacific Coast League teams and one addition from the Atlantic League. These changes were made to help reduce travel and allow Major League teams to have their affiliates, in most cases, within 200 miles of the parent club (or play at their Spring Training facilities). triple-a clubs & affiliates midwest northeast southeast e Columbus (Cleveland Indians) Buffalo (Toronto Blue Jays) Charlotte (Chicago White Sox) Indianapolis (Pittsburgh Pirates) Lehigh Valley (Philadelphia Phillies) Durham (Tampa Bay Rays) a Iowa (Chicago Cubs) Rochester (Washington Nationals) Gwinnett (Atlanta Braves) s Louisville (Cincinnati Reds) Scranton/ Wilkes-Barre (New York Yankees) Jacksonville (Miami Marlins) Omaha (Kansas City Royals) Syracuse (New York Mets) Memphis (St. -
Weekly Notes 072817
MAJOR LEAGUE BASEBALL WEEKLY NOTES FRIDAY, JULY 28, 2017 BLACKMON WORKING TOWARD HISTORIC SEASON On Sunday afternoon against the Pittsburgh Pirates at Coors Field, Colorado Rockies All-Star outfi elder Charlie Blackmon went 3-for-5 with a pair of runs scored and his 24th home run of the season. With the round-tripper, Blackmon recorded his 57th extra-base hit on the season, which include 20 doubles, 13 triples and his aforementioned 24 home runs. Pacing the Majors in triples, Blackmon trails only his teammate, All-Star Nolan Arenado for the most extra-base hits (60) in the Majors. Blackmon is looking to become the fi rst Major League player to log at least 20 doubles, 20 triples and 20 home runs in a single season since Curtis Granderson (38-23-23) and Jimmy Rollins (38-20-30) both accomplished the feat during the 2007 season. Since 1901, there have only been seven 20-20-20 players, including Granderson, Rollins, Hall of Famers George Brett (1979) and Willie Mays (1957), Jeff Heath (1941), Hall of Famer Jim Bottomley (1928) and Frank Schulte, who did so during his MVP-winning 1911 season. Charlie would become the fi rst Rockies player in franchise history to post such a season. If the season were to end today, Blackmon’s extra-base hit line (20-13-24) has only been replicated by 34 diff erent players in MLB history with Rollins’ 2007 season being the most recent. It is the fi rst stat line of its kind in Rockies franchise history. Hall of Famer Lou Gehrig is the only player in history to post such a line in four seasons (1927-28, 30-31).