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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. -
2019-20 Panini Flawless Basketball Checklist
2019-20 Flawless Basketball Player Card Totals 281 Players with Cards; Hits = Auto+Auto Relic+Relic Only **Totals do not include 2018/19 Extra Autographs TOTAL TOTAL Auto Relic Block Team Auto HITS CARDS Relic Only Chain A.C. Green 177 177 177 Aaron Gordon 141 141 141 Aaron Holiday 112 112 112 Admiral Schofield 77 77 77 Adrian Dantley 115 115 59 56 Al Horford 385 386 177 169 39 1 Alex English 177 177 177 Allan Houston 236 236 236 Allen Iverson 332 387 295 1 36 55 Allonzo Trier 286 286 118 168 Alonzo Mourning 60 60 60 Alvan Adams 177 177 177 Andre Drummond 90 90 90 Andrea Bargnani 177 177 177 Andrew Wiggins 484 485 118 225 141 1 Anfernee Hardaway 9 9 9 Anthony Davis 453 610 118 284 51 157 Arvydas Sabonis 59 59 59 Avery Bradley 118 118 118 B.J. Armstrong 177 177 177 Bam Adebayo 92 92 92 Ben Simmons 103 132 103 29 Bill Bradley 9 9 9 Bill Russell 186 213 177 9 27 Bill Walton 59 59 59 Blake Griffin 90 90 90 Bob McAdoo 177 177 177 Bobby Portis 118 118 118 Bogdan Bogdanovic 230 230 118 112 Bojan Bogdanovic 90 90 90 GroupBreakChecklists.com 2019-20 Flawless Basketball Player Card Totals TOTAL TOTAL Auto Relic Block Team Auto HITS CARDS Relic Only Chain Bradley Beal 93 95 93 2 Brandon Clarke 324 434 59 226 39 110 Brandon Ingram 39 39 39 Brook Lopez 286 286 118 168 Buddy Hield 90 90 90 Calvin Murphy 236 236 236 Cam Reddish 380 537 59 228 93 157 Cameron Johnson 290 291 225 65 1 Carmelo Anthony 39 39 39 Caron Butler 1 2 1 1 Charles Barkley 493 657 236 170 87 164 Charles Oakley 177 177 177 Chauncey Billups 177 177 177 Chris Bosh 1 2 1 1 Chris Kaman -
Open Andrew Bryant SHC Thesis.Pdf
THE PENNSYLVANIA STATE UNIVERSITY SCHREYER HONORS COLLEGE DEPARTMENT OF ECONOMICS REVISITING THE SUPERSTAR EXTERNALITY: LEBRON’S ‘DECISION’ AND THE EFFECT OF HOME MARKET SIZE ON EXTERNAL VALUE ANDREW DAVID BRYANT SPRING 2013 A thesis submitted in partial fulfillment of the requirements for baccalaureate degrees in Mathematics and Economics with honors in Economics Reviewed and approved* by the following: Edward Coulson Professor of Economics Thesis Supervisor David Shapiro Professor of Economics Honors Adviser * Signatures are on file in the Schreyer Honors College. i ABSTRACT The movement of superstar players in the National Basketball Association from small- market teams to big-market teams has become a prominent issue. This was evident during the recent lockout, which resulted in new league policies designed to hinder this flow of talent. The most notable example of this superstar migration was LeBron James’ move from the Cleveland Cavaliers to the Miami Heat. There has been much discussion about the impact on the two franchises directly involved in this transaction. However, the indirect impact on the other 28 teams in the league has not been discussed much. This paper attempts to examine this impact by analyzing the effect that home market size has on the superstar externality that Hausman & Leonard discovered in their 1997 paper. A road attendance model is constructed for the 2008-09 to 2011-12 seasons to compare LeBron’s “superstar effect” in Cleveland versus his effect in Miami. An increase of almost 15 percent was discovered in the LeBron superstar variable, suggesting that the move to a bigger market positively affected LeBron’s fan appeal. -
Middle of the Pack Biggest Busts Too Soon to Tell Best
ZSW [C M Y K]CC4 Tuesday, Jun. 23, 2015 ZSW [C M Y K] 4 Tuesday, Jun. 23, 2015 C4 • SPORTS • STAR TRIBUNE • TUESDAY, JUNE 23, 2015 TUESDAY, JUNE 23, 2015 • STAR TRIBUNE • SPORTS • C5 2015 NBA DRAFT HISTORY BEST OF THE REST OF FIRSTS The NBA has held 30 drafts since the lottery began in 1985. With the Wolves slated to pick first for the first time Thursday, staff writer Kent Yo ungblood looks at how well the past 30 N o. 1s fared. Yo u might be surprised how rarely the first player taken turned out to be the best player. MIDDLE OF THE PACK BEST OF ALL 1985 • KNICKS 1987 • SPURS 1992 • MAGIC 1993 • MAGIC 1986 • CAVALIERS 1988 • CLIPPERS 2003 • CAVALIERS Patrick Ewing David Robinson Shaquille O’Neal Chris Webber Brad Daugherty Danny Manning LeBron James Center • Georgetown Center • Navy Center • Louisiana State Forward • Michigan Center • North Carolina Forward • Kansas Forward • St. Vincent-St. Mary Career: Averaged 21.0 points and 9.8 Career: Spurs had to wait two years Career: Sixth all-time in scoring, O’Neal Career: ROY and a five-time All-Star, High School, Akron, Ohio Career: Averaged 19 points and 9 .5 Career: Averaged 14.0 pts and 5.2 rebounds over a 17-year Hall of Fame for Robinson, who came back from woN four titles, was ROY, a 15-time Webber averaged 20.7 points and 9.8 rebounds in eight seasons. A five- rebounds in a career hampered by Career: Rookie of the Year, an All- career. R OY. -
Alford’S Final Season at the Helm
COACH PROFILES appearance in 1999, Missouri State’s first-ever trip to the “Sweet 16” in Alford’s final season at the helm. STEVE Missouri State advanced to the NCAA Division I Tournament for just the sixth time in school history that year, entering the field as the East ALFORD Regional’s No. 13-seeded team. Alford’s team defeated No. 5-seed Wisconsin (43-32) and No. 4-seed Tennessee (81-51) to advance to the HEAD COACH • 1st YEAR “Sweet 16” before losing to top-seeded Duke, 78-61, in the East Regional ALMA MATER: INDIANA ’87 Semifinal. Missouri State finished the season 22-11, as Alford had guided the Steve Alford begins his first season as UCLA’s head coach in 2013-14, Bears to their second 20-plus win season in three years. Prior to Alford’s having compiled a 463-235 record (.663) in 22 seasons as a collegiate arrival in the fall of 1995, Missouri State had not advanced to the NCAA head coach. Alford was named the 13th head coach in UCLA men’s Tournament since 1992. Alford guided Missouri State to a 24-9 record basketball history on March 30, 2013, after having spent the previous six in 1997, including a second-place finish in the Missouri Valley Conference, seasons at New Mexico. as the Bears ended their season in the National Invitation Tournament A four-year standout at Indiana (1984-87) and member of the Hoosiers’ (NIT). Missouri State’s 24 victories that season marked the program’s 1987 NCAA Championship team, Alford competed in the NBA for four highest single-season win total since finishing 28-6 in 1987. -
Player Set Card # Team Print Run Al Horford Top-Notch Autographs
2013-14 Innovation Basketball Player Set Card # Team Print Run Al Horford Top-Notch Autographs 60 Atlanta Hawks 10 Al Horford Top-Notch Autographs Gold 60 Atlanta Hawks 5 DeMarre Carroll Top-Notch Autographs 88 Atlanta Hawks 325 DeMarre Carroll Top-Notch Autographs Gold 88 Atlanta Hawks 25 Dennis Schroder Main Exhibit Signatures Rookies 23 Atlanta Hawks 199 Dennis Schroder Rookie Jumbo Jerseys 25 Atlanta Hawks 199 Dennis Schroder Rookie Jumbo Jerseys Prime 25 Atlanta Hawks 25 Jeff Teague Digs and Sigs 4 Atlanta Hawks 15 Jeff Teague Digs and Sigs Prime 4 Atlanta Hawks 10 Jeff Teague Foundations Ink 56 Atlanta Hawks 10 Jeff Teague Foundations Ink Gold 56 Atlanta Hawks 5 Kevin Willis Game Jerseys Autographs 1 Atlanta Hawks 35 Kevin Willis Game Jerseys Autographs Prime 1 Atlanta Hawks 10 Kevin Willis Top-Notch Autographs 4 Atlanta Hawks 25 Kevin Willis Top-Notch Autographs Gold 4 Atlanta Hawks 10 Kyle Korver Digs and Sigs 10 Atlanta Hawks 15 Kyle Korver Digs and Sigs Prime 10 Atlanta Hawks 10 Kyle Korver Foundations Ink 23 Atlanta Hawks 10 Kyle Korver Foundations Ink Gold 23 Atlanta Hawks 5 Pero Antic Main Exhibit Signatures Rookies 43 Atlanta Hawks 299 Spud Webb Main Exhibit Signatures 2 Atlanta Hawks 75 Steve Smith Game Jerseys Autographs 3 Atlanta Hawks 199 Steve Smith Game Jerseys Autographs Prime 3 Atlanta Hawks 25 Steve Smith Top-Notch Autographs 31 Atlanta Hawks 325 Steve Smith Top-Notch Autographs Gold 31 Atlanta Hawks 25 groupbreakchecklists.com 13/14 Innovation Basketball Player Set Card # Team Print Run Bill Sharman Top-Notch Autographs -
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. -
University of Florida Thesis Or Dissertation Formatting
IMPLICIT ATTITUDES AS PRECURSORS OF SPORT CONSUMER BEHAVIOR: PREDICTIVE AND INCREMENTAL VALIDITY OF DUAL ATTITUDE IN ATHLETE ENDORSEMENT EVALUATION By YONGHWAN CHANG A DISSERTATION PRESENTED TO THE GRADUATE SCHOOL OF THE UNIVERSITY OF FLORIDA IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY UNIVERSITY OF FLORIDA 2016 © 2016 Yonghwan Chang To Il Rang, Chloe & Claire ACKNOWLEDGMENTS Numerous people have provided invaluable support for the completion of my dissertation. First of all, I would like to express my deepest appreciation to the committee chairperson, Dr. Yong Jae Ko. I am truly indebted for his advice, encouragement, tremendous support, and opportunities he provided for last years at the University of Florida. I cannot find words to express my wholehearted appreciation for him. I would also thank other committee members, Drs. Michael Sagas, Brian Mills, and Chris Janiszewski, who have been really encouraging and supportive. I am also very grateful that I have worked with the best colleagues at the University of Florida and the College of Health and Human Performance. Most importantly, I deeply thank my family and friends. 4 TABLE OF CONTENTS page ACKNOWLEDGMENTS ...............................................................................................................4 LIST OF TABLES ...........................................................................................................................9 LIST OF FIGURES .......................................................................................................................10 -
2008-09 Playoff Guide.Pdf
▪ TABLE OF CONTENTS ▪ Media Information 1 Staff Directory 2 2008-09 Roster 3 Mitch Kupchak, General Manager 4 Phil Jackson, Head Coach 5 Playoff Bracket 6 Final NBA Statistics 7-16 Season Series vs. Opponent 17-18 Lakers Overall Season Stats 19 Lakers game-By-Game Scores 20-22 Lakers Individual Highs 23-24 Lakers Breakdown 25 Pre All-Star Game Stats 26 Post All-Star Game Stats 27 Final Home Stats 28 Final Road Stats 29 October / November 30 December 31 January 32 February 33 March 34 April 35 Lakers Season High-Low / Injury Report 36-39 Day-By-Day 40-49 Player Biographies and Stats 51 Trevor Ariza 52-53 Shannon Brown 54-55 Kobe Bryant 56-57 Andrew Bynum 58-59 Jordan Farmar 60-61 Derek Fisher 62-63 Pau Gasol 64-65 DJ Mbenga 66-67 Adam Morrison 68-69 Lamar Odom 70-71 Josh Powell 72-73 Sun Yue 74-75 Sasha Vujacic 76-77 Luke Walton 78-79 Individual Player Game-By-Game 81-95 Playoff Opponents 97 Dallas Mavericks 98-103 Denver Nuggets 104-109 Houston Rockets 110-115 New Orleans Hornets 116-121 Portland Trail Blazers 122-127 San Antonio Spurs 128-133 Utah Jazz 134-139 Playoff Statistics 141 Lakers Year-By-Year Playoff Results 142 Lakes All-Time Individual / Team Playoff Stats 143-149 Lakers All-Time Playoff Scores 150-157 MEDIA INFORMATION ▪ ▪ PUBLIC RELATIONS CONTACTS PHONE LINES John Black A limited number of telephones will be available to the media throughout Vice President, Public Relations the playoffs, although we cannot guarantee a telephone for anyone. -
Bradley Basketball Records.Pdf
RECORDS BOOK BRADLEY ROSTER (1902-43) - A - - F - - M - - S - Name Hometown (H.S.) Years Name Hometown (H.S.) Years Name Hometown (H.S.) Years Name Hometown (H.S.) Years Bill Allen 1912-15 Frank Finney Peoria 1933-36 Frank Mace Canton 1930-33 Charles Sanders Peoria 1933-34 Frank Allen Green Valley 1928-29 Chas Fisher 1903-04 Arthur Mahle Peoria 1913-14 John Sanderson Peoria 1931-33 Hollis Allen Alta (Alta) 1918-20 Lawrence Fox 1924-25 Manley 1921-22 Roy Sarff 1935-36 Allison 1920-21 Charles Fuener 1906-08 Bernie Markoski Peoria (Spalding) 1942-43 Clarence Sauer Peoria 1930-32 Dale Anderson Altona 1942-43 Don Fuller 1916-18 Martin 1909-10 Schaeffer 1921-22 Don Ashley Peoria (Central) 1942-43 Harold Furrey Peoria 1927-30 Joe Mason Pekin 1935-37 Fred Schauss Toledo, OH 1914-15 & ‘46-48 John Mason Farmington ‘31-32, ‘33-34 Roger Schenck 1908-09 - G - & ‘35-36 Scherer 1911-12 - B - Leslie Gage 1918-19 William Mason Farmington 1927-30 Scherrer 1920-21 Keith Bare Erie 1935-38 Lester Galitz Wheeling 1928-29 & Lawrence May 1911-12 & Art Schoenheider 1918-19 Vernon Barr Carlinville 1928-29 ‘30-31 ‘13-14 Carl Schunk Peoria (Central) 1936-39 Al Barrett St. Cloud, MN 1921-25 Gardner 1922-24 Paul McCall Robinson 1939-42 Clio Shaw 1911-13 Steve Batorson Plano 1928-29 Garner 1922-23 & Otis McCarthy 1904-05 Johnnie Shehan 1917-18 Bill Bauer Morton 1942-43 ‘24-25 Harry McClarence Pekin 1930-31 Ed Siminski St. Cloud, MN 1921-25 Gerald Beardsley 1934-36 Rudolph Gerdes 1918-19 Max McCown 1924-25 Earl Smith 1902-06 Harry Becker 1906-07 Les Getz Goshen, IN 1935-38 Russell McMahon 1919-21 F.D. -
This Day in Hornets History
THIS DAY IN HORNETS HISTORY January 1, 2005 – Emeka Okafor records his 19th straight double-double, the longest double-double streak by a rookie since 12-time NBA All-Star Elvin Hayes registered 60 straight during the 1968-69 season. January 2, 1998 – Glen Rice scores 42 points, including a franchise-record-tying 28 in the second half, in a 99-88 overtime win over Miami. January 3, 1992 – Larry Johnson becomes the first Hornets player to be named NBA Rookie of the Month, winning the award for the month of December. January 3, 2002 – Baron Davis records his third career triple-double in a 114-102 win over Golden State. January 3, 2005 – For the second time in as many months, Emeka Okafor earns the Eastern Conference Rookie of the Month award for the month of December 2004. January 6, 1997 – After being named NBA Player of the Week earlier in the day, Glen Rice scores 39 points to lead the Hornets to a 109-101 win at Golden State. January 7, 1995 – Alonzo Mourning tallies 33 points and 13 rebounds to lead the Hornets to the 200th win in franchise history, a 106-98 triumph over the Boston Celtics at the Hive. January 7, 1998 – David Wesley steals the ball and hits a jumper with 2.2 seconds left to lift the Hornets to a 91-89 win over Portland. January 7, 2002 – P.J. Brown grabs a career-high 22 rebounds in a 94-80 win over Denver. January 8, 1994 – The Hornets beat the Knicks for the second time in six days, erasing a 20-2 first quarter deficit en route to a 102-99 win.