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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. -
Wright Hits 2 Homers TRIPLE-A Tigers, Pats Prepare for Season
Blackstone Valley Pic of the Day Sponsor PORTS STHE TIMES, Saturday, March 30, 2019 – B1 INDOOR TRACK Woonsocket throwers rack up All-America honors Freshman Robinson-O’Hagan earns national title, Logan, Mickenzie Coles finish second in shot put By JON BAKER ments in their respective events. [email protected] “I thought we did an outstanding job,” Piette said. I don’t think we’ve ever had so WOONSOCKET – As the veteran coach many All-Americans at one national meet. of the Woonsocket High throwing team, I know I’ve had four before, but that was Marc Piette has seen plenty of his athletes the high school level. On this level, this is excel at the national level. a brand new for me, and I’m really proud of But as he head coach of the USA Track the kids. They deserve what they got because & Field-affiliated Ocean State Hammerheads they all worked hard for it.” club, designed to help youngsters and teens Not surprisingly, WHS sophomore stand- improve their distances in the hammer, shot out Logan Coles led the contingent, claiming put, weight, discus and javelin, he hasn’t second place in the boys’ 17-18 age group been as successful. shot put (49-1 ½) and fourth in the same cate- That is, until now. gory’s 25-pound weight toss (66-9 ¼). Coles, Last weekend at the Hershey National a three-time national champion, also placed Youth Indoor Track & Field Championships in the top six in both events at the state and at the Ocean Breeze facility in Staten Island, New England meets. -
College Hoops Scoops Stony Brook, Hofstra, LIU Set to Go
Newsday.com 11/12/11 10:17 AM http://www.newsday.com/sports/college/college-hoops-scoops-1.1620561/stony-brook-hofstra-liu-set-to-go-1.3314160 College hoops scoops Stony Brook, Hofstra, LIU set to go Friday November 11, 2011 2:47 PM By Marcus Henry We’re not even technically through the first week of college basketball an already there are a couple of matchups the that should be paid attention to. Local Matchups Friday LIU at Hofstra, 7:00: After LIU’s fabulous run to the NCAA Tournament last, the Blackbirds have become one of the hottest programs in the NY Metro area. With six of its top eight players back, led by junior forward Julian Boyd the Blackbirds could he a handful for Hofstra. As for the Pride, Mo Cassara’s group could be one of the most underrated in the area. Sure, Charles Jenkins and Greg Washington are gone, but Mike Moore, David Imes, Stevie Mejia, Nathaniel Lester and Shemiye McLendon are all experienced players. It should be a good one in Hempstead. Stony Brook at Indiana, 7:00: Stony Brook and its followers have waited an entire off season for this matchup. With so much talent back and several newcomers expected to create an immediate impact, no one would be shocked to see the Seawolves win this game. Senior guard Bryan Dougher, redshirt junior forward Tommy Brenton and senior Dallis Joyner have been the key elements to Stony Brook’s rise. The Seawolves have had winning seasons two of the last three years and have finished .500 or better in the America East the last three years. -
Arkansas Notes-2.Qxd
MISSISSIPPI STATE UNIVERSITY 2007-08 MEN’S BASKETBALL Mississippi State University Athletic Media Relations • PO Box 5308 • MSU, MS 39762 Men’s Basketball SID: David Rosinski • 662-325-3595 • [email protected] Game #24 - Mississippi State (16-7, 7-2) vs. Arkansas (17-6, 6-3) Saturday, February 16, 2008 • 3 p.m. CT • Starkville, MS Humphrey Coliseum (10,500) • ESPN MISSISSIPPI STATE BULLDOGS (16-7, 7-2) 2007-08 MSU RESULTS (16-7, 7-2) Pos. No. Name Ht. Wt. Cl. Hometown PPG RPG APG DATE OPPONENT (TV) SCORE/TIME F 23 Charles Rhodes 6-8 245 Sr. Jackson, MS 14.9 7.7 1.6 bpg Nov. 10 LOUISIANA TECH W 75-45 Nov. 15 CLEMSON (FSN/SUN) L 82-84 C 32 Jarvis Varnado 6-9 210 So. Brownsville, TN 7.1 7.8 4.8 bpg Nov. 17 UT MARTIN W 86-70 G 22 Barry Stewart 6-2 170 So. Shelbyville, TN 12.0 4.3 2.9 Nov. 22 #UC Irvine (ESPNU) W 68-53 Nov. 23 #Southern Illinois (ESPN2) L 49-63 UBSTITUTES G 11 Ben Hansbrough 6-3 205 So. Poplar Bluff, MO 10.3 3.6 2.6 S Nov. 23 #Miami [OH] (ESPN2) L 60-67 G 44 Jamont Gordon 6-4 230 Jr. Nashville, TN 18.1 6.3 4.7 Dec. 1 MURRAY STATE W 78-61 OP G 25 Phil Turner 6-3 170 Fr. Grenada, MS 5.0 3.4 1.0 Dec. 8 SOUTHEASTERN LA. (CSS) W 84-59 Dec. 13 MIAMI [FL] (FSN/SUN) L 58-64 F/C 21 Brian Johnson 6-9 245 Jr. -
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 -
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 -
For Release, December 16, 1998 Contact
FOR IMMEDIATE RELEASE Contact: Julie Mason (412-496-3196) GATORADE® NATIONAL BOYS BASKETBALL PLAYER OF THE YEAR: BRANDON KNIGHT Former Miami Heat Center and Gatorade Boys Basketball Player of the Year Alonzo Mourning Surprises Standout with Elite Honor FORT LAUDERDALE, Fla. (March 23, 2010) – In its 25th year of honoring the nation’s best high school athletes, The Gatorade Company, in collaboration with ESPN RISE, today announced Brandon Knight of Pine Crest School (Fort Lauderdale, Fla.) as its 2009-10 Gatorade National Boys Basketball Player of the Year. Knight was surprised with the news during his second period class at Pine Crest School by former Miami Heat Center Alonzo Mourning, who earned Gatorade National Boys Basketball Player of the Year honors in 1987-88. “When I received this award in 1988, it was a really significant moment for me, so it felt great to surprise Brandon with the news and invite him into one of the most prestigious legacy programs in high school sports,” said Mourning, a Gold Medalist, seven-time NBA All-Star, and two-time NBA Defensive Player of the Year. “Gatorade has been on the sidelines fueling athletic performance for years, so to be recognized by a brand that understands the game and truly helps athletes perform is a huge honor for these kids.” Knight becomes the first-ever student athlete from the state of Florida to repeat as Gatorade National Player of the Year in any sport. He joins 2009 NBA MVP LeBron James (2002-03 & 2001-02, St. Vincent-St. Mary, Akron, Ohio) and 2007 NBA Draft Number One Overall Pick Greg Oden (2005-06 & 2004-05, Lawrence North, Indianapolis, Ind.) as the only student-athletes to win Gatorade National Boys Basketball Player of the Year honors in consecutive seasons. -
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. -
Individual Statistical Leaders
Tournament Individual Leaders (as of Aug 14, 2012) All games FIELD GOAL PCT (min. 10 made) FG ATT Pct FIELD GOAL ATTEMPTS G Att Att/G -------------------------------------------- --------------------------------------------- Darius Songaila-LTH........... 24 30 .800 Patrick Mills-AUS............. 6 116 19.3 Tyson Chandler-USA............ 14 20 .700 Luis Scola-ARG................ 8 106 13.3 Andre Iguodala-USA............ 14 20 .700 Manu Ginobili-ARG............. 8 103 12.9 Aaron Baynes-AUS.............. 21 32 .656 Kevin Durant-USA.............. 8 101 12.6 Anthony Davis-USA............. 11 17 .647 Pau Gasol-ESP................. 8 100 12.5 Kevin Love-USA................ 34 54 .630 Dan Clark-GBR................. 15 24 .625 FIELD GOALS MADE G Made Made/G Tomofey Mozgov-RUS............ 33 53 .623 --------------------------------------------- LeBron James-USA.............. 44 73 .603 Pau Gasol-ESP................. 8 57 7.1 Serge Ibaka-ESP............... 26 45 .578 Luis Scola-ARG................ 8 56 7.0 Nene Hilario-BRA.............. 12 21 .571 Manu Ginobili-ARG............. 8 51 6.4 Pau Gasol-ESP................. 57 100 .570 Kevin Durant-USA.............. 8 49 6.1 Patrick Mills-AUS............. 6 49 8.2 3-POINT FG PCT (min. 5 made) 3FG ATT Pct 3-POINT FG ATTEMPTS G Att Att/G -------------------------------------------- --------------------------------------------- Shipeng Wang-CHN.............. 13 21 .619 Kevin Durant-USA.............. 8 65 8.1 S. Jasikevicius-LTH........... 7 12 .583 Carlos Delfino-ARG............ 8 54 6.8 Dan Clark-GBR................. 8 14 .571 Patrick Mills-AUS............. 6 48 8.0 Andre Iguodala-USA............ 5 9 .556 Carmelo Anthony-USA........... 8 46 5.8 Amine Rzig-TUN................ 8 15 .533 Manu Ginobili-ARG............. 8 43 5.4 Kevin Durant-USA............. -
NBA Players Word Search
Name: Date: Class: Teacher: NBA Players Word Search CRMONT A ELLISIS A I A HTHOM A S XTGQDWIGHTHOW A RDIBZWLMVG VKEVINDUR A NTBL A KEGRIFFIN YQMJVURVDE A NDREJORD A NNTX CEQBMRRGBHPK A WHILEON A RDB TFJGOUTO A I A SDIRKNOWITZKI IGPOUSBIIYUDPKEVINLOVEXC MKHVSSTDOKL A YTHOMPSONXJF DMDDEESWLEMMP A ULGEORGEEK U A E A MLBYEMIISTEPHENCURRY NNRVJLW A BYL A ODLVIWJVHLER CUOI A WLNRKLNO A LHORFORDMI A GNDMEWEOESLVUBPZK A LSUYE NIWWESNWNG A IKTIMDUNC A NLI KNIESTR A JEPLU A QZPHESRJIR GOLSHBQD A K A LFKYLELOWRYNV HBLT A RDEMWR A ZSERGEIB A K A I DIIYROGDEM A RDEROZ A NGSJBN ZL A HDOKUSLGDCHRISP A ULUXG OIMSEKL A M A RCUS A LDRIDGEDZ VKSWNQXIDR A YMONDGREENYFZ TONYP A RKER A LECHRISBOSH A P AL HORFORD DWYANE WADE ISAIAH THOMAS DEMAR DEROZAN RUSSELL WESTBROOK TIM DUNCAN DAMIAN LILLARD PAUL GEORGE DRAYMOND GREEN LEBRON JAMES KLAY THOMPSON BLAKE GRIFFIN KYLE LOWRY LAMARCUS ALDRIDGE SERGE IBAKA KYRIE IRVING STEPHEN CURRY KEVIN LOVE DWIGHT HOWARD CHRIS BOSH TONY PARKER DEANDRE JORDAN DERON WILLIAMS JOSE BAREA MONTA ELLIS TIM DUNCAN KEVIN DURANT JAMES HARDEN JEREMY LIN KAWHI LEONARD DAVID WEST CHRIS PAUL MANU GINOBILI PAUL MILLSAP DIRK NOWITZKI Free Printable Word Seach www.AllFreePrintable.com Name: Date: Class: Teacher: NBA Players Word Search CRMONT A ELLISIS A I A HTHOM A S XTGQDWIGHTHOW A RDIBZWLMVG VKEVINDUR A NTBL A KEGRIFFIN YQMJVURVDE A NDREJORD A NNTX CEQBMRRGBHPK A WHILEON A RDB TFJGOUTO A I A SDIRKNOWITZKI IGPOUSBIIYUDPKEVINLOVEXC MKHVSSTDOKL A YTHOMPSONXJF DMDDEESWLEMMP A ULGEORGEEK U A E A MLBYEMIISTEPHENCURRY NNRVJLW A BYL A ODLVIWJVHLER -
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.