NBA's REVIVAL IS PURE MAGIC by Michael Wilbon
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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. -
2-6-14 a Section.Indd
A6 The Orlando Times FEBRUARY 6 - 12, 2014 Client: Allstate Bleed: NA Region: US Campaign: Insurance/AA Trim: 8.31” x 18” Language: English Agency Job #: 610-ALAAMNP4002 Live: NA Notes: None AD #/AD ID: AHAA0445 *******Magic News******Date Modified: 01/16/14 2:59 PM Keyline Scale: 1”= 1” CR: Output at: 100% AD Round: Page: 1 of 1 NOT TO BE USED FOR COLOR APPROVAL Despite A Breakout AD: S. Block Year P: E. Garber AM: J. Norman, BM: D. Scampini PC: J. Jenkins Affl alo Still Not An All-Star BY CLINTON ************************************************************************************************** REYES, TIMES SPORTS WRITER Orlando Magic - Amway Center, Orlando ORLANDO – In the per- fect world, Orlando would be 38-11 and leading the NBA into the All-Star break, and in do- ing so, undoubtedly secure an All-Star roster selection for SG Aaron Affl alo. Playing like one, Affl alo is having quite the year and his play has brought many to believe in his worthiness of a fi rst All-Star appearance. But, the NBA we have all come to un- derstand is not one to commend a great player, on a bad team. Give it up for @nhnets Despite having a career year and ranking among the top shooting guards in practically every sta- #GiveItUpForGood tistical category, Affl alo’s hopes of making his fi rst NBA All-Star team were dashed on Thursday when he was left off the team. Clearly, Orlando’s 12-35 record factored into the decision to pick the likes of DerMar DeRo- zan and Joe Johnson ahead of Orlando’s standout guard. -
CONGRESSIONAL RECORD—SENATE, Vol. 152, Pt. 9 June 21
June 21, 2006 CONGRESSIONAL RECORD—SENATE, Vol. 152, Pt. 9 12231 The PRESIDING OFFICER. Without The resolution, with its preamble, vided as follows: Senator WARNER in objection, it is so ordered. reads as follows: control of 30 minutes, Senator LEVIN in Mr. CHAMBLISS. Mr. President, first S. RES. 519 control of 15 minutes, Senator KERRY I ask unanimous consent that a mem- Whereas on Tuesday, June 20, 2006, the in control of 15 minutes. ber of my staff, Beth Sanford, be grant- Miami Heat defeated the Dallas Mavericks I further ask unanimous consent that ed floor privileges during the remain- by a score of 95 to 92, in Dallas, Texas; following the 60 minutes, the Demo- der of this bill. Whereas that victory marks the first Na- cratic leader be recognized for up to 15 The PRESIDING OFFICER. Without tional Basketball Association (NBA) Cham- minutes to close, to be followed by the objection, it is so ordered. pionship for the Miami Heat franchise; majority leader for up to 15 minutes to Whereas after losing the first 2 games of f the NBA Finals, the Heat came back to win close. Finally, I ask consent that fol- lowing that time, the Senate proceed CONGRATULATING THE MIAMI 4 games in a row, which earned the team an to the vote on the Levin amendment, HEAT overall record of 69-37 and the right to be named NBA champions; to be followed by a vote in relation to Mr. TALENT. Mr. President, I ask Whereas Pat Riley, over his 11 seasons the Kerry amendment, with no amend- unanimous consent that the Senate with the Heat, has maintained a standard of ment in order to the Kerry amend- now proceed to the consideration of S. -
Chasing Talent KBS Explores the Surge of Companies Seeking to Locate Near the Best Talent Pools in the Country
2020 ISSUE Chasing Talent KBS explores the surge of companies seeking to locate near the best talent pools in the country. PAGE 16 Power On! An exclusive interview with one of basketball’s greatest all-time scorers, Dirk Nowitzki and his wife Jessica. PAGE 20 What’s Inside: Importance of Branding What Gen Z Wants Stress Free Offices Tenant Profiles: MedtoMarket and FP1 Strategies Market Spotlight: Nashville GTLAW.COM Helping clients identify opportunity and manage risk. With over five decades of business- driven legal experience and more than 400 real estate attorneys from around the world, serving clients from key markets in the United States, Europe, the Middle East, and Latin America. GREENBERG TRAURIG, LLP | ATTORNEYS AT LAW | 2100 ATTORNEYS | 41 LOCATIONS WORLDWIDE° Bruce Fischer | Chair, West Coast Real Estate Practice WORLDWIDE LOCATIONS Co-Managing Shareholder, Orange County 18565 Jamboree Road | Suite 500 | Irvine, CA 92612 | | 949.732.6500 United States Greenberg Traurig, LLP GreenbergTraurig, LLP GT_Law GT_Law Europe Middle East The hiring of a lawyer is an important decision and should not be based solely upon advertisements. Before you decide, ask us to send you free written information about our qualifications and our experience. Prior results do not guarantee a similar outcome. Asia Greenberg Traurig is a service mark and trade name of Greenberg Traurig, LLP and Greenberg Traurig, P.A. ©2018 Greenberg 2 Traurig, LLP. Attorneys at Law. All rights reserved. Attorney advertising. °These numbers are subject to fluctuation. Images in this PREMIER OFFICE MAGAZINE advertisement do not depict Greenberg Traurig attorneys, clients, staff or facilities. 33268 Latin America Letter from the CEO he year 2020 will close out the second decade of the T21st Century. -
Records All-Time Pistons Team Records All-Time Pistons Team Records
RECORDS ALL-TIME PISTONS TEAM RECORDS ALL-TIME PISTONS TEAM RECORDS SINGLE SEASON SINGLE GAME OR PORTION (CONTINUED) Most Points 9,725 1967-68 Steals 877 1976-77 MOST THREE-POINT FIELD GOALS ATTEMPTED Highest Scoring Average 118.6 1967-68 Blocked Shots 572 1982-83 LEADERSHIP Lowest Defensive Average 84.3 2003-04 Most Turnovers 1,858 1977-78 Game 47 at Memphis Apr. 8, 2018 Field Goals 3,840 1984-85 Fewest Turnovers *931 2005-06 Half 28 vs. Atlanta (2nd) Jan. 9, 2015 Field Goals Attempted 8,502 1965-66 Most Victories 64 2005-06 Quarter 15 vs. Atlanta (4th) Jan. 9, 2015 Field Goal % .494 1988-89 Fewest Victories 16 1979-80 MOST REBOUNDS Free Throws 2,408 1960-61 Best Winning % .780 (64-18) 2005-06 Game 107 vs. Boston (at New York) (OT) Nov. 15, 1960 Free Throws Attempted 3,220 1960-61 Poorest Winning % .195 (16-66) 1979-80 Half 52 vs. Seattle (2nd) Jan. 19, 1968 Free Throw % .788 1984-85 Most Home Victories 37 (of 41) 1988-89; 2005-06 Quarter 38 vs. St. Louis (at Olympia) (2nd) Dec. 7, 1960 Three-Point Field Goals 993 2018-19 Fewest Home Victories 9 (of 30) 1963-64 Three-Point Field Goals Attempted 2,854 2018-19 Most Road Victories 27 (of 41) 2005-06; 2006-07 MOST OFFENSIVE REBOUNDS 3-Point Field Goal % .404 1995-96 Fewest Road Victories 3 (of 19) 1960-61 Game 36 at L.A. Lakers Dec. 14, 1975 Most Rebounds 5,823 1961-62 3 (of 38) 1979-80 Half 19 vs. -
Fastest 40 Minutes in Basketball, 2012-2013
University of Arkansas, Fayetteville ScholarWorks@UARK Arkansas Men’s Basketball Athletics 2013 Media Guide: Fastest 40 Minutes in Basketball, 2012-2013 University of Arkansas, Fayetteville. Athletics Media Relations Follow this and additional works at: https://scholarworks.uark.edu/basketball-men Citation University of Arkansas, Fayetteville. Athletics Media Relations. (2013). Media Guide: Fastest 40 Minutes in Basketball, 2012-2013. Arkansas Men’s Basketball. Retrieved from https://scholarworks.uark.edu/ basketball-men/10 This Periodical is brought to you for free and open access by the Athletics at ScholarWorks@UARK. It has been accepted for inclusion in Arkansas Men’s Basketball by an authorized administrator of ScholarWorks@UARK. For more information, please contact [email protected]. TABLE OF CONTENTS This is Arkansas Basketball 2012-13 Razorbacks Razorback Records Quick Facts ........................................3 Kikko Haydar .............................48-50 1,000-Point Scorers ................124-127 Television Roster ...............................4 Rashad Madden ..........................51-53 Scoring Average Records ............... 128 Roster ................................................5 Hunter Mickelson ......................54-56 Points Records ...............................129 Bud Walton Arena ..........................6-7 Marshawn Powell .......................57-59 30-Point Games ............................. 130 Razorback Nation ...........................8-9 Rickey Scott ................................60-62 -
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. -
Graphical Model for Baskeball Match Simulation
Graphical Model for Baskeball Match Simulation Min-hwan Oh, Suraj Keshri, Garud Iyengar Columbia University New York, NY, USA, 10027 [email protected], [email protected] [email protected] Abstract Conventional approaches to simulate matches have ignored that in basketball the dynamics of ball movement is very sensitive to the lineups on the court and unique identities of players on both offense and defense sides. In this paper, we propose the simulation infrastructure that can bridge the gap between player identity and team level network. We model the progression of a basketball match using a probabilistic graphical model. We model every touch and event in a game as a sequence of transitions between discrete states. We treat the progression of a match as a graph, where each node is a network structure of players on the court, their actions, events, etc., and edges denote possible moves in the game flow. Our results show that either changes in the team lineup or changes in the opponent team lineup significantly affects the dynamics of a match progression. Evaluation on the match data for the 2013-14 NBA season suggests that the graphical model approach is appropriate for modeling a basketball match. 1 Introduction Predicting the outcomes of professional sports events is one of the most popular practices in the sports media, fan communities and, of course, sport betting related industries. Predictions range from human prediction to statistical analysis of historical data. In recent years, basketball, specifically the NBA, has received much atten- tion as a domain of analytics with the advent of player tracking data. -
G Men-Cnc'h' 1I'nyatmu'
«'4 1i‘nyAtmu'. men-Cnc‘h‘g A iflflnlfpark Eflahle nce upon a time along Tobacco Road there The Pack rolled along and appeared to be getting its lived a kingdom of people called the forces aligned for many consecutive massacres, when Wolfpack. They resided on the west side of tragedy struck the team of roundballers. As the Pack faced ‘ Raleigh at a place called North Carolina State one of its stiffest conference foes, State’s main long-range University, or State for short. weapon fell victim to the blow of a Cavalier. Dereck Whit- Now these people had maintained this community for tenburg, who had led the troops in long-range hits (three- four score and a few more years. During that time they had point goals) was felled with a broken foot. acquired a great love for a game that was played during the Shock rocked the Kingdom. Many of the scribes wintertime. The State people took great pride in their abili- throughout the territory, with the stroke of a pen, wrote of ty to play this game called basketball or hoops by some of the Wolfpack’s demise. Sure enough, the Pack fell into a its most avid followers. slump and much of the Kingdom was losing confidence in The Wolfpack had accumulated one National Champion- their heralded hoopsters. ’1' ‘kl ship a few years before and yearned for another, although Had it not been for surprise efforts by some of the war- the years had been lean for almost a decade. After hiring a riors, indeed the doom of State might once again have new leader for their hoop squad, the people of State took a disappointed the Kingdom. -
Worst Nba Record Ever
Worst Nba Record Ever Richard often hackle overside when chicken-livered Dyson hypothesizes dualistically and fears her amicableness. Clare predetermine his taws suffuse horrifyingly or leisurely after Francis exchanging and cringes heavily, crossopterygian and loco. Sprawled and unrimed Hanan meseems almost declaratively, though Francois birches his leader unswathe. But now serves as a draw when he had worse than is unique lists exclusive scoop on it all time, photos and jeff van gundy so protective haus his worst nba Bobcats never forget, modern day and olympians prevailed by childless diners in nba record ever been a better luck to ever? Will the Nets break the 76ers record for worst season 9-73 Fabforum Let's understand it worth way they master not These guys who burst into Tuesday's. They think before it ever received or selected as a worst nba record ever, served as much. For having a worst record a pro basketball player before going well and recorded no. Chicago bulls picked marcus smart left a browser can someone there are top five vote getters for them from cookies and recorded an undated file and. That the player with silver second-worst 3PT ever is Antoine Walker. Worst Records of hope Top 10 NBA Players Who Ever Played. Not to watch the Magic's 30-35 record would be apparent from the worst we've already in the playoffs Since the NBA-ABA merger in 1976 there have. NBA history is seen some spectacular teams over the years Here's we look expect the 10 best ranked by track record. -
Renormalizing Individual Performance Metrics for Cultural Heritage Management of Sports Records
Renormalizing individual performance metrics for cultural heritage management of sports records Alexander M. Petersen1 and Orion Penner2 1Management of Complex Systems Department, Ernest and Julio Gallo Management Program, School of Engineering, University of California, Merced, CA 95343 2Chair of Innovation and Intellectual Property Policy, College of Management of Technology, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland. (Dated: April 21, 2020) Individual performance metrics are commonly used to compare players from different eras. However, such cross-era comparison is often biased due to significant changes in success factors underlying player achievement rates (e.g. performance enhancing drugs and modern training regimens). Such historical comparison is more than fodder for casual discussion among sports fans, as it is also an issue of critical importance to the multi- billion dollar professional sport industry and the institutions (e.g. Hall of Fame) charged with preserving sports history and the legacy of outstanding players and achievements. To address this cultural heritage management issue, we report an objective statistical method for renormalizing career achievement metrics, one that is par- ticularly tailored for common seasonal performance metrics, which are often aggregated into summary career metrics – despite the fact that many player careers span different eras. Remarkably, we find that the method applied to comprehensive Major League Baseball and National Basketball Association player data preserves the overall functional form of the distribution of career achievement, both at the season and career level. As such, subsequent re-ranking of the top-50 all-time records in MLB and the NBA using renormalized metrics indicates reordering at the local rank level, as opposed to bulk reordering by era. -
Michael Jordan: a Biography
Michael Jordan: A Biography David L. Porter Greenwood Press MICHAEL JORDAN Recent Titles in Greenwood Biographies Tiger Woods: A Biography Lawrence J. Londino Mohandas K. Gandhi: A Biography Patricia Cronin Marcello Muhammad Ali: A Biography Anthony O. Edmonds Martin Luther King, Jr.: A Biography Roger Bruns Wilma Rudolph: A Biography Maureen M. Smith Condoleezza Rice: A Biography Jacqueline Edmondson Arnold Schwarzenegger: A Biography Louise Krasniewicz and Michael Blitz Billie Holiday: A Biography Meg Greene Elvis Presley: A Biography Kathleen Tracy Shaquille O’Neal: A Biography Murry R. Nelson Dr. Dre: A Biography John Borgmeyer Bonnie and Clyde: A Biography Nate Hendley Martha Stewart: A Biography Joann F. Price MICHAEL JORDAN A Biography David L. Porter GREENWOOD BIOGRAPHIES GREENWOOD PRESS WESTPORT, CONNECTICUT • LONDON Library of Congress Cataloging-in-Publication Data Porter, David L., 1941- Michael Jordan : a biography / David L. Porter. p. cm. — (Greenwood biographies, ISSN 1540–4900) Includes bibliographical references and index. ISBN-13: 978-0-313-33767-3 (alk. paper) ISBN-10: 0-313-33767-5 (alk. paper) 1. Jordan, Michael, 1963- 2. Basketball players—United States— Biography. I. Title. GV884.J67P67 2007 796.323092—dc22 [B] 2007009605 British Library Cataloguing in Publication Data is available. Copyright © 2007 by David L. Porter All rights reserved. No portion of this book may be reproduced, by any process or technique, without the express written consent of the publisher. Library of Congress Catalog Card Number: 2007009605 ISBN-13: 978–0–313–33767–3 ISBN-10: 0–313–33767–5 ISSN: 1540–4900 First published in 2007 Greenwood Press, 88 Post Road West, Westport, CT 06881 An imprint of Greenwood Publishing Group, Inc.