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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 Announces Affiliations with Nba Development League for 2010-11 Season
NBA ANNOUNCES AFFILIATIONS WITH NBA DEVELOPMENT LEAGUE FOR 2010-11 SEASON - Dallas Mavericks Begin Affiliation with Frisco-Based Texas Legends - NEW YORK , July 6, 2010 – The National Basketball Association and the NBA Development League, the official minor league of the NBA, today announced the affiliation system for the 2010-11 season, including first-time affiliations between the Dallas Mavericks and the Frisco-based Texas Legends, new to the NBA D-League for the 2010-11 season; the Los Angeles Lakers and the Bakersfield Jam; the Golden State Warriors and the Reno Bighorns; and the Orlando Magic and the New Mexico Thunderbirds. For the sixth consecutive year, each NBA team has one NBA D-League affiliate to which it may assign players in their first or second NBA season. “The direct affiliation between NBA and NBA D-League teams continues to benefit players, coaches, and basketball fans," said Dan Reed, NBA D-League President. "Nearly one-third of all NBA Draft picks have played for their NBA D-League affiliate since the program's inception, and these affiliate relationships are a key reason why 20 percent of all NBA players have NBA D-League playing experience." Entering the sixth year of direct affiliations between NBA and NBA D-League, a number of teams continue to build on strong affiliation relationships developed over past seasons. The Washington Wizards begin their fifth year as the parent club of the Dakota Wizards (Bismarck, N.D.), while the Minnesota Timberwolves and Sioux Falls Skyforce (S.D.) have also been affiliated since the 2006-07 season. -
Jordan Hulls Looks Back the 5 Best and Worst Moments of His IU Basketball Career
It was the best of times. It was the worst of times. Jordan Hulls reflects on his four years of playing basketball at Indiana University. Photo by Shannon Zahnle From Despair to Glory Jordan HULLS Looks Back The 5 Best and Worst Moments of His IU Basketball Career by Justin Albers hen 18-year-old Jordan Hulls arrived on the campus of restored to the greatness he had seen as a kid. WIndiana University during the summer of 2009, IU It was never easy, but in the space of just four men’s basketball had reached the depths of its seasons Hulls, the coaching staff, and his teammates existence. A program known for on-court excellence took the program from despair to glory, winning the and the winner of five national titles, IU had won only Big Ten championship and twice making it to the six games the previous season. In the wake of a Sweet 16. violations scandal, new coach Tom Crean had With Bloomington and the Hoosier Nation looking inherited a mess. on, Hulls experienced some of the lowest lows and Enter Hulls, a Bloomington native and Indiana Mr. highest highs on a basketball court. Basketball, who had grown up idolizing the Hoosiers. These are the times he will remember forever. Just as much as Crean, he wanted to see the program magbloom.com | August/September 2013 | Bloom 91 Losing to archrival Purdue “was tough” for the Bloomington native, but after losing four straight, Hulls says, “It seemed like nothing would ever pay off.” (left) Hulls drives between two Boilermakers during the 2010-2011 season. -
PAT DELANY Assistant Coach
ORLANDO MAGIC MEDIA TOOLS The Magic’s communications department have a few online and social media tools to assist you in your coverage: *@MAGIC_PR ON TWITTER: Please follow @Magic_PR, which will have news, stats, in-game notes, injury updates, press releases and more about the Orlando Magic. *@MAGIC_MEDIAINFO ON TWITTER (MEDIA ONLY-protected): Please follow @ Magic_MediaInfo, which is media only and protected. This is strictly used for updated schedules and media availability times. Orlando Magic on-site communications contacts: Joel Glass Chief Communications Officer (407) 491-4826 (cell) [email protected] Owen Sanborn Communications (602) 505-4432 (cell) [email protected] About the Orlando Magic Orlando’s NBA franchise since 1989, the Magic’s mission is to be world champions on and off the court, delivering legendary moments every step of the way. Under the DeVos family’s ownership, the Magic have seen great success in a relatively short history, winning six division championships (1995, 1996, 2008, 2009, 2010, 2019) with seven 50-plus win seasons and capturing the Eastern Conference title in 1995 and 2009. Off the court, on an annual basis, the Orlando Magic gives more than $2 million to the local community by way of sponsorships of events, donated tickets, autographed merchandise and grants. Orlando Magic community relations programs impact an estimated 100,000 kids each year, while a Magic staff-wide initiative provides more than 7,000 volunteer hours annually. In addition, the Orlando Magic Youth Foundation (OMYF) which serves at-risk youth, has distributed more than $24 million to local nonprofit community organizations over the last 29 years.The Magic’s other entities include the team’s NBA G League affiliate, the Lakeland Magic, which began play in the 2017-18 season in nearby Lakeland, Fla.; the Orlando Solar Bears of the ECHL, which serves as the affiliate to the NHL’s Tampa Bay Lightning; and Magic Gaming is competing in the second season of the NBA 2K League. -
The Role of Preferences, Cognitive Biases, and Heuristics Among Professional Athletes Michael A
Brooklyn Law Review Volume 71 | Issue 4 Article 1 2006 It's Not About the Money: The Role of Preferences, Cognitive Biases, and Heuristics Among Professional Athletes Michael A. McCann Follow this and additional works at: https://brooklynworks.brooklaw.edu/blr Recommended Citation Michael A. McCann, It's Not About the Money: The Role of Preferences, Cognitive Biases, and Heuristics Among Professional Athletes, 71 Brook. L. Rev. (2006). Available at: https://brooklynworks.brooklaw.edu/blr/vol71/iss4/1 This Article is brought to you for free and open access by the Law Journals at BrooklynWorks. It has been accepted for inclusion in Brooklyn Law Review by an authorized editor of BrooklynWorks. ARTICLES It’s Not About the Money: THE ROLE OF PREFERENCES, COGNITIVE BIASES, AND HEURISTICS AMONG PROFESSIONAL ATHLETES Michael A. McCann† I. INTRODUCTION Professional athletes are often regarded as selfish, greedy, and out-of-touch with regular people. They hire agents who are vilified for negotiating employment contracts that occasionally yield compensation in excess of national gross domestic products.1 Professional athletes are thus commonly assumed to most value economic remuneration, rather than the “love of the game” or some other intangible, romanticized inclination. Lending credibility to this intuition is the rational actor model; a law and economic precept which presupposes that when individuals are presented with a set of choices, they rationally weigh costs and benefits, and select the course of † Assistant Professor of Law, Mississippi College School of Law; LL.M., Harvard Law School; J.D., University of Virginia School of Law; B.A., Georgetown University. Prior to becoming a law professor, the author was a Visiting Scholar/Researcher at Harvard Law School and a member of the legal team for former Ohio State football player Maurice Clarett in his lawsuit against the National Football League and its age limit (Clarett v. -
Tbs Baseball Announcers Nlcs
Tbs baseball announcers nlcs Continue ALCS airs on TBS studio program broadcast 30 minutes before/after Game 1: Sunday, October 11, Astros at Rays, TBS 7:30 p.m. Game 2: Monday, October 12, Astros at Rays, TBS 4 p.m. Game 3: Tuesday, October 13, Rays at Astros, TBS 8:40 p.m. Game 4: Wednesday, October 14, Rays at Astros, TBS 8:40 p.m. Game 5 : Thursday, October 15, Rays at Astros, TBS 5 pm Game 6: Friday, October 16, Astros at Rays, TBS 6 pm* Game 7: Saturday, October 17, Astros at Rays, TBS 8:30 pm *if necessary TBS Broadcast Talent Brian Anderson, Ron Darling, Jeff Francouer & Lauren Shehadi TBS Studio Ernie Johnson, Curtis Granderson, Pedro Martinez, Jimmy Rollins Streaming: TBS.com, TBS Program, MLB.tv ESPN Radio: Dan Shulman, Chris Singleton National League Championship Series Atlanta Braves vs. Los Angeles Dodgers World Life Field, Arlington FOX Sports/FS1 NLCS on FS1 Broadcast Schedule FS1 Studio shows airs 30 minutes before/after game Game 1: Monday, October 12, Braves at Dodgers, FOX 8 p.m. Game 2: Tuesday, October 13, Braves at Dodgers, FS1 6 p.m. Game 3: Wednesday, October 14, Dodgers at Braves, FS1 6 p.m. Game 4: Thursday, October 15, Dodgers at Braves, FS1 8 p.m. Game 5: Friday, October 16, Dodgers at Braves, FS1 9 p.m. Game 6: Saturday, October 17, Braves at Dodgers, Fox/FS1 4:30 p.m. Game 7: Sunday, October 18, Braves at Dodgers, FS1 8 p.m.*If necessary Fox broadcasts talent Joe Buck, John Smoltz, Ken Rosenthal & Tom Verducci; Joe Davis (replacement for the selection games) US dollars at Fox Studios Kevin Burkhardt, David Ortiz, Alexei Rodriguez, Frank Thomas; Dontrelle Willis (game choice) Stream: Fox Sports.com, Fox Sports Program, MLB.tv APN Radio: John Sciambi, Jessica Mendoza h/t Toxic! THE ESPN seems like Griese either incorrectly showed what Foles was saying or that Foles didn't mean for it to reach the air. -
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 -
2016-17 Immaculate Basketball Player Checklist;
2016-17 Immaculate Basketball Team Card Totals 402 total players with cards; 397 with Hits; 377 with 10 or more Hits Auto Auto Relic NBA Total Total Auto Auto Auto NBA NBA Auto Other Team Only Letter Logo Shoe Base Cards HITS Total Only Relic Logo Logo Shoe Relic Total Vet Rookie Vet Aaron Brooks 11 11 0 11 11 Aaron Gordon 757 582 237 345 135 1 101 1 28 316 175 Adreian Payne 150 150 0 150 150 Adrian Dantley 178 178 174 4 174 4 AJ Hammons 142 142 0 142 7 135 Al Horford 324 149 0 149 7 142 175 Al Jefferson 100 100 0 100 100 Alec Burks 431 431 135 296 135 5 1 290 Alex English 273 273 273 0 272 1 0 Al-Farouq Aminu 101 101 0 101 1 100 Allan Houston 209 209 209 0 209 0 Allen Crabbe 124 124 124 0 124 0 Allen Iverson 485 310 278 32 129 149 32 175 Alonzo Mourning 68 68 35 33 35 33 Amar'e 316 316 0 316 316 Stoudemire Amir Johnson 28 28 0 28 7 1 20 Anderson 16 16 0 16 16 Varejao Andre 446 271 171 100 135 36 1 99 175 Drummond Andre Iguodala 101 101 0 101 1 100 Andre Miller 61 61 0 61 61 Andre Roberson 194 194 0 194 8 1 185 Andrei Kirilenko 246 246 146 100 146 100 Andrew Bogut 28 28 0 28 1 27 Andrew Wiggins 551 376 181 195 124 1 56 7 1 28 159 175 Anfernee 318 318 219 99 219 99 Hardaway Anthony Davis 659 484 357 127 229 71 1 56 1 26 100 175 Antoine Carr 99 99 99 0 99 0 Artis Gilmore 75 75 75 0 75 0 Arvydas Sabonis 148 148 148 0 148 0 Avery Bradley 277 102 0 102 1 101 175 Ben McLemore 101 101 0 101 1 100 GroupBreakChecklists.com 2016-17 Immaculate Basketball Card PLAYER Totals Cheat Sheet Auto Auto Relic NBA Total Total Auto Auto Auto NBA NBA Auto Other -
Bogut Vs Freeland
Bogut vs freeland Please LIKE & SUBSCRIBE for more NBA videos & mixes! Have a question? Ask here: Andrew Bogut scuffle with Mo Williams, Freeland and Aldridge (3 players ejected) For GS, Draymond Green was ejected and Bogut was given a technical? I'm not sure why Monty Williams vs Kobe Bryant Fight. The dust-up began when Bogut took exception to the way Blazers center Joel Freeland had pushed his elbow in his back while going for a. Feud: Joel Freeland and Andrew Bogut. It's actually surprising that Bogut doesn't get into more fights. You'd think half the league would be. Golden State Warriors center Andrew Bogut and Portland Trail Blazers guard Mo Bogut initiated an incident by elbowing Trail Blazers center Joel Freeland in the jaw. Two Suspended, Three Fined for incident in GSW vs. Things began when Andrew Bogut and Joel Freeland became entangled in the paint during a Portland offensive possession. Bogut eventually. FIGHT - Andre Bogut vs Joel Freeland (Aldridge, Matthews vs. O'Neal)!!! Please LIKE & SUBSCRIBE for more NBA videos & mixes! Have a question? Ask here. During the third quarter of Saturday's game between the Portland Trail Blazers and the Golden State Warriors, Andrew Bogut and Joel Freeland. Australian centre Andrew Bogut has been suspended for one game elbow that connected with Portland center Joel Freeland's jaw after a. Andrew Bogot and Joel Freeland got tangled up under the basket, then in his effort to get away Bogut New York, Bogut is out Tuesday vs. Bogut and Portland big man Joel Freeland got tangled up under the basket after the Blazers reserve had elbowed Bogut in the back under the. -
TRADITION of EXCELLENCE Runnin’ Ute Basketball Championship Tradition a Tr a Di T Ion O F Exc E Ll Nc A
TRADITION OF EXCELLENCE Runnin’ Ute Basketball Championship Tradition E NC E LL E F EXC O ION T DI A A TR A Championships and Postseason Appearances Since 1990 Conference Champions NIT NCAA Sweet 16 1991, 1993, 1995, 1996, 1992, 2001 1991, 1996, 1997, 1998, 1997, 1998, 1999, 2000, 2005 2001, 2003, 2005 NIT Final Four 1992 NCAA Elite Eight Conference Tournament 1997, 1998 Above: All-American Andre Miller led the Utes to the Champions NCAA Tournament 1998 NCAA Final Four. Utah fell to Kentucky in the 1995, 1997, 1999, 2004 1991, 1993, 1995, 1996, NCAA Final Four championship game. 1997, 1998, 1999, 2000, 1998 2002, 2003, 2004, 2005 Below: All-American Keith Van Horn was mobbed by his teammates after hitting the game-winning shot for the second night in a row in the 1997 WAC The Utah basketball program has become one of the nation’s best since the Tournament semifinals against New Mexico. beginning of the 1990s. From its record on the court to academic success in the classroom, there are few teams in the country that can compare to the Utes’ accomplishments. • Utah has a long-standing basketball tradition, ranking sixth in NCAA history with 28 conference titles all-time. • During the decade of the ‘90s, Utah’s .767 winning percentage ranked as the eighth-best in the nation. • Utah has played in 12 NCAA Tournaments since 1990—including four consecu- tive appearances and 10 in the last 13 years. During that time, the Utes have advanced to five Sweet 16s, two Elite Eights and the national championship game in 1998. -
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. -
2016-17 National Treasures Basketball PLAYER Card Totals by Type 364 Total Players - 8 with Base Only
2016-17 National Treasures Basketball PLAYER Card Totals By Type 364 Total Players - 8 with Base Only TOTALS Totals Break Down Auto PLAYER Autos Auto Relics Auto Auto Auto Logo ALL HITS Base Logo Relic Letter Tag Only Relics Only Only Relic Tag man man A.J. Hammons 569 569 0 189 380 188 1 379 1 Aaron Gordon 803 663 121 0 542 140 121 537 3 2 Adreian Payne 125 125 0 0 125 124 1 Adrian Dantley 251 251 251 0 0 251 Al Horford 745 605 121 187 297 140 121 186 1 289 3 5 Al Jefferson 135 135 0 0 135 135 Alex English 136 136 136 0 0 136 Alex Len 79 79 0 0 79 79 Allan Houston 117 117 116 1 0 116 1 Allen Crabbe 376 376 251 125 0 251 125 Allen Iverson 168 168 85 82 1 85 71 10 1 1 Alonzo Mourning 165 165 85 80 0 85 75 5 Alvan Adams 345 345 135 210 0 135 210 Andre Drummond 503 363 0 159 204 140 159 198 1 5 Andre Iguodala 11 11 0 0 11 8 3 Andrew Bogut 135 135 0 0 135 135 Andrew Wiggins 1153 1013 161 331 521 140 161 320 10 1 507 3 11 Anfernee Hardaway 99 99 2 96 1 2 91 5 1 Anthony Davis 685 545 99 110 336 140 99 104 5 1 331 3 2 Antoine Carr 135 135 135 0 0 135 Antoine Walker 135 135 135 0 0 135 Antonio McDyess 135 135 135 0 0 135 Artis Gilmore 111 111 111 0 0 111 Avery Bradley 140 0 0 0 0 140 Ben McLemore 371 231 0 0 231 140 231 Ben Simmons 140 0 0 0 0 140 Ben Wallace 116 116 116 0 0 116 Bernard King 333 333 247 86 0 247 86 Bill Laimbeer 216 216 116 100 0 116 100 Bill Russell 161 161 161 0 0 161 Blake Griffin 852 712 78 282 352 140 78 277 4 1 346 3 3 Bob Dandridge 135 135 135 0 0 135 Bob Lanier 111 111 111 0 0 111 Bobby Portis 253 253 252 0 1 252 1 Bojan Bogdanovic 578 438 227 86 125 140 227 86 124 1 Brad Daugherty 230 230 0 230 0 225 5 Bradley Beal 174 34 0 0 34 140 30 3 1 Brandon Ingram 738 738 98 189 451 98 188 1 450 1 Brandon Jennings 140 0 0 0 0 140 Brandon Knight 643 643 116 0 527 116 518 3 6 Brandon Rush 4 4 0 0 4 4 Brice Johnson 640 640 0 189 451 188 1 450 1 Brook Lopez 625 485 0 0 485 140 479 6 Bryn Forbes 140 140 140 0 0 140 Buddy Hield 837 837 232 189 416 232 188 1 415 1 C.J.