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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. -
NBA Commissioner's Comments on Older Coaches Is a Lesson to All
NBA Commissioner’s Comments On Older Coaches Is A Lesson To All Employers Returning To Work Insights 6.08.20 The National Basketball Association made national headlines last week by announcing its season would resume later this summer. That same night, league commissioner Adam Silver also garnered national attention – and criticism – when he said that older coaches may not be able to sit with their teams on the sidelines during games. In an interview on TNT’s “Inside the NBA,” Silver said that “some older coaches may not be able to be the bench coach in order to protect them.” Silver’s comments immediately drew criticism, including from one of the “older coaches,” 65-year- old Alvin Gentry, the coach of the New Orleans Pelicans. “That doesn't make sense. How can I coach that way?” Gentry told ESPN’s Ramona Shelbourne, adding that he does not think that older coaches should be “singled out.” As noted in one of our firm's recent newsletter articles, a recent AARP study found that individuals 65 or older comprised 19.3% of the U.S. workforce. Employers are understandably concerned about their older employees, considering that the Centers for Disease Control and Prevention (CDC) has reported that 80% of COVID-19-related deaths reported in the U.S. have been in adults 65 years of age and older. The controversy around Silver’s comments, however, should be a lesson for employers who are trying to figure out how to return to work safely. Trying to “protect” older employees may leave employers susceptible to age discrimination lawsuits. -
Brooks: Do Numbers Favor Buffs Down Final Stretch? - Cubuffs.Com - Official Athletics Web Site of the University of Colorado
2/27/13 Brooks: Do Numbers Favor Buffs Down Final Stretch? - CUBuffs.com - Official Athletics Web site of the University of Colorado Jeremy Adams (31) wants to stay productive in CU's final four regular-season games. Photo Courtesy: Denis Concordel / www.widgic.com Brooks: Do Numbers Favor Buffs Down Final Stretch? Release: 02/26/2013 Courtesy: B.G. Brooks, Contributing Editor BOULDER - March is a couple of days away, which means Madness isn't far behind. 'Tis the time of season when college hoops and its soon-to-be-wacko fans can start paying serious attention to bracketology and RPIs - and if I have to footnote either term, you might as well stop reading here. Game Notes at Stanford After practice the other day, Colorado coach Tad Boyle conceded he pulls up bracketology on his desktop computer about "once a week - and I shouldn't admit that." He also "checks our RPI daily; that's a number I'm pretty dialed into." And why should Boyle forbid himself to peruse either? Although he's a strict one-game-at-a-time guy, he's got a little more invested in Buffs basketball than you or me. But like you and me, he's keenly interested in various seers' mid-March forecasting and where his team might land. "It's part of the world we live in," Boyle explained. "I don't focus on it, I can promise you that. When I come to practice I don't think about it. I don't think about it before I go to bed. -
MBBALL MEDIA GUIDE FINAL 16-17.Pages
#3 Dele ogundokun 2016-17 RSEQ Player of the Year 2016-17 RSEQ Defensive player of the year 2016-17 RSEQ 1st Team all-Star 2016-2017 Head Coach Mcgill Mcgill MEDIA GUIDE MEN’s Basketball Mcgill university REDMEN ROSTER NO. NAME POS HT. WT. ELIG. PROGRAM YR. HOMETOWN PREVIOUS SCHOOL 3 Dele Ogundokun G 6-2 210 4 Management (Business) 4 Hamilton, ON Westmount Secondary 2013 4 Jenning Leung G 6-1 177 4 Arts (Psychology) 4 Los Banos, Laguna (PHILIPPINES) Brent Intl. School Manilla 2013 5 Kendrick Jolin PG 6-2 192 1 Arts (Undeclared) 1 Pte. Claire, QC Salisbury School 2016 6 Isaiah Cummins PG 6-1 170 2 Science (Undeclared) 1 Oshawa, ON Maxwell Heights SS 2015 8 Daniel Pieper F 6-6 195 3 Management (Economics) 3 Amsterdam (NETHERLANDS) Intl. School of Monaco 2015 9 Avery Cadogan G 6-3 176 3 Arts (Undeclared) 3 Winnipeg, MB St. John’s Ravenscourt 2014 10 Andrew Peterson G 5-11 174 2 Arts (Undeclared) 2 New Rochelle, NY (USA) Chesire Academy 2015 11 Michael Peterkin G/SF 6-6 200 4 Arts (Economics) 4 Toronto, ON Crescent School 2013 12 Noah Daoust C 6-8 235 3 Arts (Industrial Relations) 3 Dorval, QC The Hotchkiss School 2014 13 James Wells F 6-8 190 1 Engineering (Mining) 3 Waterville, VT (USA) Worcester Academy, 2016 14 Sebastian Beckett C 6-6 250 4 Arts (Economics) 4 Georgetown, ON Georgetown District HS 2013 15 Michael Richard F 6-11 220 2 Management (Finance) 2 Boisbriand, QC College Montmorency 2015 21 Samuel Nordale G 6-7 175 1 Arts and Science (Undeclared) 1 Mercer Island, WA (USA) Mercer Island HS 2016 22 Francois Bourque F 6-6 210 4 Management (Accounting) 4 Terrebonne, QC College Montmorency 2013 23 Greg Trahan PG 6-1 172 1 Education (Physical & Health) 1 Gatineau, QC College de L’Outaouais 2016 XX Edgar Brown F 6-5 218 1 Management (Undeclared) 1 Montreal, QC Marianopolis College 2016 XX Regis Ivaniukas SG 6-3 176 4 Arts (Economics) 4 Oakville, ON Holy Trinity Catholic School 2013 XX Regan Lynch C 6-8 230 1 Arts (Undeclared) 1 Kanata, ON All Saints HS 2016 COACHING + SUPPORT STAFF Head Coach David DeAveiro Dir. -
UCLA Men's Basketball UCLA’Sucla SEASON/Careerseason/Career Statistics (As of Nov 18, STATS 2019) 2019-20All Gamesroster
UCLA MEN’S BASKETBALL UCLA Athletic Communications / J.D. Morgan Center / 325 Westwood Plaza / Los Angeles, CA 90095 Men’s Basketball Contact: Alex Timiraos / [email protected] / o: (310) 206-0524 / c: (310) 847-9231 UCLA’S LEADING SCORERS Hofstra Pride (2-2) at UCLA Bruins (4-0) No. Player GP GS MPG RPG APG PPG Thursday, Nov. 21, 2019 – 8 p.m. (PT) 5 Chris Smith 4 4 28.8 6.0 1.3 15.5 Los Angeles, Calif. (Pauley Pavilion presented by Wescom) 24 Jalen Hill 4 3 27.8 8.3 0.8 13.0 GAME INFORMATION 23 Prince Ali 4 3 28.5 3.5 2.5 11.5 Venue: Pauley Pavilion presented by Wescom 10 Tyger Campbell 4 4 33.8 2.5 5.0 10.3 Venue Capacity: 13,800 2 Cody Riley 4 3 23.0 4.8 0.3 9.8 Tipoff Time: 8:05 p.m. (PT) vs. Television: Pac-12 Network 2019-20 SCHEDULE TV Talent: J.B. Long (play-by-play), Don MacLean (analyst) Exhibition Game Radio (UCLA Sports Network): AM 570 2-2 4-0 Oct. 30 Stanislaus State P12N W 87-57 Radio Talent: Josh Lewin (play-by-play), Tracy Murray (analyst) XM Channel: Ch. 373 UCLA has compiled a 2-0 record in the all-time series against November SIRIUSXM Internet Channel: Ch. 373 Hofstra, including one NCAA Tournament game in 2001. Wed. 6 Long Beach State P12N W 69-65 Sun. 10 UC Santa Barbara P12N W 77-61 Fri. 15 UNLV P12N W 71-54 Mon. -
2018-19 Phoenix Suns Media Guide 2018-19 Suns Schedule
2018-19 PHOENIX SUNS MEDIA GUIDE 2018-19 SUNS SCHEDULE OCTOBER 2018 JANUARY 2019 SUN MON TUE WED THU FRI SAT SUN MON TUE WED THU FRI SAT 1 SAC 2 3 NZB 4 5 POR 6 1 2 PHI 3 4 LAC 5 7:00 PM 7:00 PM 7:00 PM 7:00 PM 7:00 PM PRESEASON PRESEASON PRESEASON 7 8 GSW 9 10 POR 11 12 13 6 CHA 7 8 SAC 9 DAL 10 11 12 DEN 7:00 PM 7:00 PM 6:00 PM 7:00 PM 6:30 PM 7:00 PM PRESEASON PRESEASON 14 15 16 17 DAL 18 19 20 DEN 13 14 15 IND 16 17 TOR 18 19 CHA 7:30 PM 6:00 PM 5:00 PM 5:30 PM 3:00 PM ESPN 21 22 GSW 23 24 LAL 25 26 27 MEM 20 MIN 21 22 MIN 23 24 POR 25 DEN 26 7:30 PM 7:00 PM 5:00 PM 5:00 PM 7:00 PM 7:00 PM 7:00 PM 28 OKC 29 30 31 SAS 27 LAL 28 29 SAS 30 31 4:00 PM 7:30 PM 7:00 PM 5:00 PM 7:30 PM 6:30 PM ESPN FSAZ 3:00 PM 7:30 PM FSAZ FSAZ NOVEMBER 2018 FEBRUARY 2019 SUN MON TUE WED THU FRI SAT SUN MON TUE WED THU FRI SAT 1 2 TOR 3 1 2 ATL 7:00 PM 7:00 PM 4 MEM 5 6 BKN 7 8 BOS 9 10 NOP 3 4 HOU 5 6 UTA 7 8 GSW 9 6:00 PM 7:00 PM 7:00 PM 5:00 PM 7:00 PM 7:00 PM 7:00 PM 11 12 OKC 13 14 SAS 15 16 17 OKC 10 SAC 11 12 13 LAC 14 15 16 6:00 PM 7:00 PM 7:00 PM 4:00 PM 8:30 PM 18 19 PHI 20 21 CHI 22 23 MIL 24 17 18 19 20 21 CLE 22 23 ATL 5:00 PM 6:00 PM 6:30 PM 5:00 PM 5:00 PM 25 DET 26 27 IND 28 LAC 29 30 ORL 24 25 MIA 26 27 28 2:00 PM 7:00 PM 8:30 PM 7:00 PM 5:30 PM DECEMBER 2018 MARCH 2019 SUN MON TUE WED THU FRI SAT SUN MON TUE WED THU FRI SAT 1 1 2 NOP LAL 7:00 PM 7:00 PM 2 LAL 3 4 SAC 5 6 POR 7 MIA 8 3 4 MIL 5 6 NYK 7 8 9 POR 1:30 PM 7:00 PM 8:00 PM 7:00 PM 7:00 PM 7:00 PM 8:00 PM 9 10 LAC 11 SAS 12 13 DAL 14 15 MIN 10 GSW 11 12 13 UTA 14 15 HOU 16 NOP 7:00 -
Hawks' Trio Headlines Reserves for 2015 Nba All
HAWKS’ TRIO HEADLINES RESERVES FOR 2015 NBA ALL-STAR GAME -- Duncan Earns 15 th Selection, Tied for Third Most in All-Star History -- NEW YORK, Jan. 29, 2015 – Three members of the Eastern Conference-leading Atlanta Hawks -- Al Horford , Paul Millsap and Jeff Teague -- headline the list of 14 players selected by the coaches as reserves for the 2015 NBA All-Star Game, the NBA announced today. Klay Thompson of the Golden State Warriors earned his first All-Star selection, joining teammate and starter Stephen Curry to give the Western Conference-leading Warriors two All-Stars for the first time since Chris Mullin and Tim Hardaway in 1993. The 64 th NBA All-Star Game will tip off Sunday, Feb. 15, at Madison Square Garden in New York City. The game will be seen by fans in 215 countries and territories and will be heard in 47 languages. TNT will televise the All-Star Game for the 13th consecutive year, marking Turner Sports' 30 th year of NBA All- Star coverage. The Hawks’ trio is joined in the East by Dwyane Wade and Chris Bosh of the Miami Heat, the Chicago Bulls’ Jimmy Butler and the Cleveland Cavaliers’ Kyrie Irving . This is the 11 th consecutive All-Star selection for Wade and the 10 th straight nod for Bosh, who becomes only the third player in NBA history to earn five trips to the All-Star Game with two different teams (Kareem Abdul-Jabbar, Kevin Garnett). Butler, who leads the NBA in minutes (39.5 per game) and has raised his scoring average from 13.1 points in 2013-14 to 20.1 points this season, makes his first All-Star appearance. -
Senior Men's National Team
Men’s National Team – Alumni Newsletter Canadian Men’s National Team Program Alumni Newsletter March 2007 – Spring Edition - Issue #2 Introduction It has been an exciting process over the past six months getting in touch with our alumni and re- building the rosters of national teams over the past 35+ years. I am really encouraged by the initial response and hope to continue to help build a stronger relationship between Canada Basketball and all of you who have made such a huge contribution to the men’s national team program and the organization over the years. This edition, as promised, is much more focused on the alumni with the two articles, an interview, a poem and a past team profile. I encourage your contribution and sharing to this project as the newsletter will only be as valuable to you as the contributions that you as a group are able to make. For our current players – I really hope you take the time to use this vehicle to learn some of the history of those who came before you. The have been many great players, coaches, staff and teams over the years and they can provide you with valuable experience along your journey as a national team player. Please email me at [email protected] or call me at 416 614 8037 ex 210 with any ideas that you have for areas you would like to see covered in the future. Enjoy, Andrew Cook Canada Basketball Men’s National Team – Alumni Newsletter Canada Basketball Overview As the national governing body for the sport of basketball, Canada Basketball is a rapidly changing and growing organization that is seeking to have a profound impact on the game at all levels (grassroots – elite) for all participants (players, coaches, referees, administrators and fans). -
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. -
National Basketball Association
NATIONAL BASKETBALL ASSOCIATION OFFICIAL SCORER'S REPORT FINAL BOX Wednesday, October 25, 2017 Chesapeake Energy Arena, Oklahoma City, OK Officials: #45 Brian Forte, #11 Derrick Collins, #12 CJ Washington Game Duration: 2:18 Attendance: 18203 (Sellout) VISITOR: Indiana Pacers (2-3) POS MIN FG FGA 3P 3PA FT FTA OR DR TOT A PF ST TO BS +/- PTS 44 Bojan Bogdanovic F 28:51 0 7 0 5 4 4 0 2 2 2 2 1 5 0 -19 4 21 Thaddeus Young F 33:29 5 12 3 6 1 2 1 3 4 0 2 2 2 0 -15 14 11 Domantas Sabonis C 18:44 1 9 0 0 2 2 8 3 11 2 5 0 1 0 -11 4 4 Victor Oladipo G 35:50 11 18 5 8 8 8 0 5 5 0 5 1 3 2 -20 35 2 Darren Collison G 37:49 5 12 2 4 6 6 0 2 2 3 2 2 4 0 -13 18 25 Al Jefferson 18:11 1 4 0 0 3 3 1 6 7 2 2 2 3 0 -3 5 1 Lance Stephenson 17:05 2 7 0 2 1 3 0 4 4 1 2 1 0 0 4 5 22 TJ Leaf 19:22 1 4 0 1 0 1 1 2 3 1 1 1 0 0 -4 2 6 Cory Joseph 21:11 1 6 0 2 4 4 1 0 1 2 2 2 0 0 -5 6 0 Alex Poythress 02:22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -1 0 3 Joe Young 02:22 1 2 0 0 1 2 1 0 1 0 0 0 0 0 -1 3 12 Damien Wilkins 02:22 0 1 0 1 0 0 0 0 0 0 0 0 0 0 -1 0 13 Ike Anigbogu 02:22 0 1 0 0 0 0 1 0 1 0 0 1 1 0 -1 0 240:00 28 83 10 29 30 35 14 27 41 13 23 13 19 2 -18 96 33.7% 34.5% 85.7% TM REB: 10 TOT TO: 19 (12 PTS) HOME: OKLAHOMA CITY THUNDER (2-2) POS MIN FG FGA 3P 3PA FT FTA OR DR TOT A PF ST TO BS +/- PTS 13 Paul George F 19:06 4 8 0 3 2 3 0 1 1 0 6 0 1 1 -2 10 7 Carmelo Anthony F 32:59 9 17 3 7 7 9 0 10 10 1 3 0 6 3 19 28 12 Steven Adams C 30:51 8 13 0 0 1 1 7 4 11 1 1 2 3 2 16 17 21 Andre Roberson G 20:40 2 5 0 1 0 0 2 0 2 1 3 0 1 1 11 4 0 Russell Westbrook G 35:09 10 18 -
Ronaldo, Zidane Crowned FIFA's Best
6 October 25, 2017 Pyeongchang 2018 Ronaldo, Zidane Games Torch Lit in Crowned FIFA’s Best Ancient Olympia Summary of the season’s individual awards presented at the London Palladium this evening: Thousands of football players from around the world voted for their 11 peers who form this season’s FIFA FIFPro World11, which was also revealed in London: * The Best FIFA Men’s Player: Cristiano Ronaldo * The Best FIFA Women’s Player: Lieke Martens * The Best FIFA Men’s Coach: Zinedine Zidane * The Best FIFA Women’s Coach: Sarina Wiegman * The Best FIFA Goalkeeper: Gianluigi Buffon * FIFA Puskás Award: Olivier ANCIENT OLYMPIA, Greece country skier Apostolos Angelis, Giroud (Dispatches) - The Olympic Flame along with a branch of olive tree. * With 36.17% of the 792,062 that will be burning for the 2018 Another dancer released a white votes, Olivier Giroud’s incredible PyeongChang Winter Olympics pigeon to spread the Olympic scorpion kick for Arsenal against started its journey on Tuesday ideals of friendship and peace to Real Madrid forward Cristiano Ronaldo and boss Zinedine Zidane with their awards Crystal Palace was chosen as the best goal of the season. from the birthplace of the Games at the world. LONDON (FIFA.com) - Following January 2017, the Portuguese were also voted The Best. * FIFA Fan Award: Celtic ancient Olympia in western Greece Greek President Prokopis an incredible season of continental star was recognized by FIFA The second edition of football’s Supporters after a flawless ritual ceremony. Pavlopoulos, South Korean glory – -
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