September 25 Redemption Update
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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. -
Box Score Suns
NATIONAL BASKETBALL ASSOCIATION OFFICIAL SCORER'S REPORT FINAL BOX Monday, April 5, 2021 Toyota Center, Houston, TX Officials: #30 John Goble, #32 Marat Kogut, #81 Simone Jelks Game Duration: 2:21 Attendance: 3093 (Sellout) VISITOR: Phoenix Suns (35-14) POS MIN FG FGA 3P 3PA FT FTA OR DR TOT A PF ST TO BS +/- PTS 25 Mikal Bridges F 32:42 7 12 4 6 2 2 0 1 1 3 3 2 0 1 13 20 99 Jae Crowder F 27:25 3 6 1 3 4 4 0 3 3 3 2 0 2 0 6 11 22 Deandre Ayton C 33:28 10 14 0 0 7 8 1 10 11 1 4 0 2 2 15 27 1 Devin Booker G 35:34 11 20 6 8 8 9 1 5 6 6 4 1 2 0 15 36 3 Chris Paul G 35:03 6 9 3 5 4 5 0 5 5 11 2 4 2 0 3 19 15 Cameron Payne 12:57 1 2 0 0 0 0 0 0 0 3 1 1 2 0 0 2 12 Torrey Craig 14:51 1 4 0 2 0 0 1 2 3 0 3 1 0 0 -13 2 23 Cameron Johnson 21:13 4 9 3 7 1 1 2 2 4 0 1 1 1 0 -4 12 20 Dario Saric 14:21 0 6 0 3 1 2 0 2 2 2 1 1 0 0 -8 1 4 Jevon Carter 12:26 1 4 1 3 0 0 1 1 2 0 1 0 0 0 -12 3 0 Ty-Shon Alexander DNP - Coach's decision 2 Langston Galloway DNP - Coach's decision 55 E'Twaun Moore DNP - Coach's decision 10 Jalen Smith DNP - Coach's decision 240:00 44 86 18 37 27 31 6 31 37 29 22 11 11 3 3 133 51.2% 48.6% 87.1% TM REB: 7 TOT TO: 11 (18 PTS) HOME: HOUSTON ROCKETS (13-37) POS MIN FG FGA 3P 3PA FT FTA OR DR TOT A PF ST TO BS +/- PTS 8 Jae'Sean Tate F 31:25 7 12 3 5 1 1 0 7 7 5 3 1 4 0 -10 18 41 Kelly Olynyk F 29:26 7 8 3 3 4 5 0 4 4 1 4 2 5 0 -16 21 35 Christian Wood C 33:25 8 21 3 7 4 5 1 2 3 0 2 0 1 0 -6 23 9 Avery Bradley G 32:56 2 4 2 4 0 0 1 3 4 3 6 0 1 1 1 6 3 Kevin Porter Jr. -
Ea Sports All-Stars 11-11.P65
game Exhibition Game two Nov. 11, 2002 florida #7 Florida vs. EA Sports All-Stars today’s game Q Tip 7 p.m. UF has won 15 of the last 18 exhibition games Site O’Connell Center (12,000) Q The Gators will try and go 2-0 in exhibition play for the Gainesville, Fla. fifth time in seven years TV None Radio WRUF. Steve Russell and tipoff Mark Wise call the action and Q After a 113-63 blowout over Midwest All-Stars, Florida is ready to take on the EA Sports Coaches Billy Donovan is 124-65 in All-Stars...UF is 4-1 vs. EA Sports, with the lone loss coming last season...The All-Stars his seventh season at Florida upset the Gators 100-96...It was Donovan’s first exhibition loss at home...Tonight is the last and 159-85 in his ninth year as exhibition game before Florida begins the 2002-03 season in the first round of the Preseason a head coach. Phil Bryant is the coach of EA Sports All-Stars NIT in Gainesville...UF is 40-13-1 all time in exhibition games since Florida began playing Tickets Available. Call Gator Ticket exhibition games 30 years ago... The Gators are 15-2-1 in exhibition games under head coach Office 352.275.4683 ext. 6800 Billy Donovan...Florida has won 15 of the last 18 contests......Florida has 11 century scoring Up Next Nov. 19 vs. Louisana Tech at 7 games in the preseason under Donovan...At least one Gator has scored 20 or more points in p.m. -
2019-20 Donruss Optic Basketball Checklist NBA HOBBY
2019-20 Donruss Optic Basketball Checklist - Hobby - NBA Autograph FOTL Content - All teams with FOTL Auto Content Player Set Card # Team Print Run Matisse Thybulle Auto - Rated Rookies Signatures Purple Stars 192 76ers 49 Matisse Thybulle Auto - Rated Rookies Signatures Purple Velocity 192 76ers 10 Ty Jerome Auto - Rated Rookies Signatures Purple Stars 167 76ers 49 Ty Jerome Auto - Rated Rookies Signatures Purple Velocity 167 76ers 10 CJ McCollum Auto - Dominators Signatures Purple Stars 34 Blazers 29 Damian Lillard Auto - Dominators Signatures Purple Stars 4 Blazers 29 Nassir Little Auto - Rated Rookies Signatures Purple Stars 154 Blazers 49 Nassir Little Auto - Rated Rookies Signatures Purple Velocity 154 Blazers 10 Nassir Little Auto - Rookie Dominators Signatures Purple Stars 2 Blazers 29 Bob Dandridge Auto - Retro Series Signatures Purple Stars 5 Bucks 29 Ersan Ilyasova Auto - Dominators Signatures Purple Stars 22 Bucks 29 Khris Middleton Auto - Dominators Signatures Purple Stars 35 Bucks 29 Wesley Matthews Auto - Dominators Signatures Purple Stars 9 Bucks 29 Coby White Auto - Rated Rookies Signatures Purple Stars 180 Bulls 49 Coby White Auto - Rated Rookies Signatures Purple Velocity 180 Bulls 10 Coby White Auto - Rookie Dominators Signatures Purple Stars 21 Bulls 29 Daniel Gafford Auto - Rated Rookies Signatures Purple Stars 153 Bulls 49 Daniel Gafford Auto - Rated Rookies Signatures Purple Velocity 153 Bulls 10 Lauri Markkanen Auto - Dominators Signatures Purple Stars 20 Bulls 29 Otto Porter Jr. Auto - Dominators Signatures Purple Stars 10 Bulls 29 Thaddeus Young Auto - Dominators Signatures Purple Stars 15 Bulls 29 Toni Kukoc Auto - Retro Series Signatures Purple Stars 25 Bulls 29 Cedi Osman Auto - Dominators Signatures Purple Stars 29 Cavaliers 29 Dylan Windler Auto - Rated Rookies Signatures Purple Stars 197 Cavaliers 49 Dylan Windler Auto - Rated Rookies Signatures Purple Velocity 197 Cavaliers 10 Dylan Windler Auto - Rookie Dominators Signatures Purple Stars 12 Cavaliers 29 Kevin Porter Jr. -
NBA Court Realty Dan Cervone (New York University), Luke Bornn (Simon Fraser University), and Kirk Goldsberry (University of Texas)
NBA Court Realty Dan Cervone (New York University), Luke Bornn (Simon Fraser University), and Kirk Goldsberry (University of Texas) The Court is a Real Estate Market Throughout a basketball possession, teams fight to control valuable court space. For example, - being near the basket or in the corner 3 areas leads to high-value shots - having the ball at the top of the arc keeps many pass options open - being open and undefended anywhere on the court eases ball movement and minimizes turnovers. Using only patterns of ball movement such as passes, we are able to infer which regions of the court teams value most, and quantify the effects of controlling such regions. This leads to new spatial characterizations of team/player strategy, and value quantifications of positioning and spacing. For instance, we can compare the value of the space the ballcarrier controls with the value of the space his teammates control to better understand how different lineups manage on- and off-ball resources. Above: Map of NBA court real estate values during 2014-15 season. Just like New York City (right), property values vary Read the full paper: dramatically by neighborhood. The hoop is the Tribeca of the NBA. 30 feet away? That's more like Astoria. The Value of a Player's Court Real Estate Investment Portfolio 3. Valuing property investments based on exchanges: When players pass the ball on offense, the team exchanges property investments. The patterns of these transactions allow us to infer the value of each player's real estate investment porfolio. For instance, in the figure on the left, if a pass between players A and B is equally likely to go A → B as B → A, we'd think A's and B's investment 1. -
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 -
2018-19 ACC Basketball
2018-19 ACC Basketball ACC Standings As of Saturday, December 22, 2018 ACColades ACC Games Overall Ten non-conference games on tap for Satur- Team W L Pct. Hm Rd W L Pct. Hm Rd Nu Streak day ... Louisville tops Robert Morris 73-59 in Virginia 0 0 .000 0-0 0-0 10 0 1.000 5-0 2-0 3-0 Won 10 lone Friday action ... with Duke’s 69-58 win Duke 0 0 .000 0-0 0-0 11 1 .917 7-0 0-0 4-1 Won 6 over No. 12 Texas Tech Thursday, the ACC Florida State 0 0 .000 0-0 0-0 10 1 .909 6-0 1-0 3-1 Won 5 improves to 13-9 against non-league ranked NC State 0 0 .000 0-0 0-0 10 1 .909 8-0 0-1 2-0 Won 4 opponents, including five wins against teams Virginia Tech 0 0 .000 0-0 0-0 10 1 .909 6-0 0-1 4-0 Won 5 in the top ten of the AP poll ... eight different ACC teams have at least one win against a Boston College 0 0 .000 0-0 0-0 8 2 .800 6-2 0-0 2-0 Won 2 ranked opponent this season ... Virginia’s North Carolina 0 0 .000 0-0 0-0 8 2 .800 5-0 2-1 1-1 Won 2 17-point win at South Carolina Wednesday Louisville 0 0 .000 0-0 0-0 9 3 .750 8-0 1-1 0-2 Won 3 extends the Cavaliers’ road game win streak Notre Dame 0 0 .000 0-0 0-0 9 3 .750 8-1 0-1 1-1 Won 3 to 11 in a row, tying for the seventh longest Pittsburgh 0 0 .000 0-0 0-0 9 3 .750 7-1 0-2 2-0 Won 2 in league history .. -
2019-20 Panini Mosaic Basketball Checklist
2019-20 Mosaic Fast Break Basketball Autograph Checklist Team Grid Team Green = Only has Black Parallel 1/1; Orange = Only has Black Parallel 1/1 and Gold Parallel /10 76ers Allen Iverson Julius Erving Matisse Thybulle Blazers CJ McCollum Damian Lillard Nassir Little Bucks Eric Bledsoe Giannis Antetokounmpo Bulls Coby White Lauri Markkanen Steve Kerr Cavaliers Collin Sexton Dylan Windler Kevin Porter Jr. Bill Walton Carsen Edwards Dave Cowens Grant Williams Kevin McHale Larry Bird Celtics Romeo Langford Clippers Kawhi Leonard Mfiondu Kabengele Grizzlies Brandon Clarke Ja Morant Jaren Jackson Jr. Hawks Bruno Fernando Cam Reddish De'Andre Hunter Trae Young Heat Dwyane Wade Kendrick Nunn KZ Okpala Shaquille O'Neal Tyler Herro Hornets Cody Martin Larry Johnson PJ Washington Jr. Jazz John Stockton Karl Malone Kings De'Aaron Fox Oscar Robertson Knicks Kevin Knox II RJ Barrett Anthony Davis DeMarcus Cousins Derek Fisher Dwight Howard Elgin Baylor James Worthy Lakers Jerry West Kareem Abdul-Jabbar Magic Johnson Talen Horton-Tucker Magic Chuma Okeke Grant Hill Mavericks Isaiah Roby Nets DeAndre Jordan Kevin Durant Kevin Garnett Nuggets Bol Bol Nikola Jokic Pacers Goga Bitadze Malcolm Brogdon Myles Turner Pelicans Nickeil Alexander-Walker Zion Williamson Pistons Dennis Rodman Sekou Doumbouya Raptors Chris Bosh Rockets Charles Barkley Clyde Drexler Hakeem Olajuwon Spurs David Robinson George Gervin Keldon Johnson Luka Samanic Tony Parker Suns Cameron Johnson Deandre Ayton Gail Goodrich Jason Kidd Kevin Johnson Ty Jerome Thunder Darius Bazley Gary Payton Timberwolves Andrew Wiggins Jarrett Culver Jaylen Nowell Karl-Anthony Towns Latrell Sprewell Stephon Marbury Warriors Eric Paschall Jordan Poole Stephen Curry Wizards Admiral Schofield John Wall Rui Hachimura GroupBreakChecklists.com 2019-20 Mosaic Fast Break Basketball Autograph Checklist Team Grid. -
2017 NBA Summer League Cox Pavillion/Thomas & Mack Center Las Vegas, Nevada July 7-17, 2017
LOS ANGELES LAKERS 2017 SUMMER LEAGUE ROSTER NO NAME POS HT WT DOB PRIOR TO NBA / COUNTRY YRS LAST TEAM 2 Lonzo Ball G 6-6 190 10/27/97 UCLA / USA R UCLA 1 Vander Blue G 6-5 200 7/17/92 Marquette / USA 2 South Bay Lakers (G League) 3 Alec Brown C 7-1 235 7/23/92 Green Bay / USA R Movistar Estudiantes (Spain) 31 Thomas Bryant C 6-10 241 7/31/97 Indiana / USA R Indiana 4 Alex Caruso G 6-5 181 2/28/94 Texas A&M / USA R Oklahoma City Blue (G League) 6 P.J. Dozier F 6-6 200 10/25/96 South Carolina / USA R South Carolina 5 Josh Hart G 6-5 204 3/6/95 Villanova / USA R Villanova 14 Brandon Ingram F 6-9 191 9/2/97 Duke / USA 1 Los Angeles Lakers 0 Kyle Kuzma F 6-9 221 7/24/95 Utah / USA R Utah 10 David Nwaba G 6-4 209 1/14/93 Cal Poly / USA 1 Los Angeles Lakers 19 Matt Thomas G 6-5 193 8/4/94 Iowa State / USA R Iowa State 21 Travis Wear F 6-10 229 9/21/90 UCLA / USA 1 South Bay Lakers (G League) 7 Gabe York G 6-3 184 8/2/93 Arizona / USA R Erie BayHawks (G League) 40 Ivica Zubac C 7-1 265 3/18/97 Mega Leks (Serbia) / Croatia 1 Los Angeles Lakers HEAD COACH pro•nun•ci•a•tion GUIDE Jud Buechler (Arizona) P.J. -
2019-20 Panini Origins Basketball Checklist
2019-20 Origins Basketball Checklist Yellow = Autographed; Green = Relic Only; White = Base Note: Kings/Nets/Raptors/Thunder have no Autographs Player Set Card # Team Charles Barkley Auto - Vet/Retired 18 76ers Matisse Thybulle Auto - Rookie 136 76ers Matisse Thybulle Auto - Rookie Origins 38 76ers Matisse Thybulle Auto Relic - Rookie Booklet Patch 32 76ers Matisse Thybulle Auto Relic - Rookie Jersey 180 76ers Matisse Thybulle Relic - Rookie Jumbo Jerseys 17 76ers Ben Simmons Base 67 76ers Joel Embiid Base 19 76ers Matisse Thybulle Base 44 76ers GroupBreakChecklists.com 2019-20 Origins Basketball Checklist Player Set Card # Team CJ McCollum Relic - Origins Vet/Retired Memorabilia 19 Blazers Damian Lillard Auto - Vet/Retired 5 Blazers Nassir Little Auto - Rookie 118 Blazers Nassir Little Auto - Rookie Origins 20 Blazers Nassir Little Auto - Six Star Six Player Signatures 2 Blazers Nassir Little Auto Relic - Rookie Booklet Patch 14 Blazers Nassir Little Auto Relic - Rookie Jersey 152 Blazers CJ McCollum Base 72 Blazers Damian Lillard Base 74 Blazers Nassir Little Base 27 Blazers GroupBreakChecklists.com 2019-20 Origins Basketball Checklist Player Set Card # Team Malcolm Brogdon Auto - Vet/Retired 15 Bucks Wesley Matthews Relic - Origins Vet/Retired Memorabilia 21 Bucks Giannis Antetokounmpo Base 16 Bucks GroupBreakChecklists.com 2019-20 Origins Basketball Checklist Player Set Card # Team Coby White Auto - Rookie 111 Bulls Coby White Auto - Rookie Origins 13 Bulls Coby White Auto - Six Star Six Player Signatures 2 Bulls Coby White Auto - -
2018-19 All-Big Ten Men's Basketball Team 2018-19 Big Ten
2018-19 All-Big Ten Men’s Basketball Team As selected by Big Ten coaches FIRST TEAM HONORABLE MENTION Matt McQuaid, Michigan State Bruno Fernando, Maryland Ayo Dosunmu, Illinois Josh Reaves, Penn State CASSIUS WINSTON, Michigan State Juwan Morgan, Indiana Nojel Eastern, Purdue Lamar Stevens, Penn State Jordan Poole, Michigan CARSEN EDWARDS, Purdue Jon Teske, Michigan PLAYER OF THE YEAR: Ethan Happ, Wisconsin Kenny Goins, Michigan State Cassius Winston, Michigan State Matt McQuaid, Michigan State SECOND TEAM Dererk Pardon, Northwestern DEFENSIVE PLAYER Romeo Langford, Indiana Kaleb Wesson, Ohio State OF THE YEAR: Anthony Cowan Jr., Maryland Ryan Cline, Purdue Josh Reaves, Penn State Ignas Brazdeikis, Michigan Geo Baker, Rutgers Zavier Simpson, Michigan FRESHMAN OF THE YEAR: Jordan Murphy, Minnesota ALL-FRESHMAN TEAM Ignas Brazdeikis, Michigan Ayo Dosunmu, Illinois THIRD TEAM Romeo Langford, Indiana SIXTH PLAYER OF THE YEAR: Jordan Bohannon, Iowa Joe Wieskamp, Iowa Xavier Tillman, Michigan State Tyler Cook, Iowa Jalen Smith, Maryland Nick Ward, Michigan State Ignas Brazdeikis, Michigan COACH OF THE YEAR: Amir Coffey, Minnesota Matt Painter, Purdue James Palmer Jr., Nebraska ALL-DEFENSIVE TEAM Bruno Fernando, Maryland UNANIMOUS SELECTIONS Zavier Simpson, Michigan IN ALL CAPS 2018-19 Big Ten Sportsmanship Award Honorees Aaron Jordan, Illinois Isaiah Roby, Nebraska Zach McRoberts, Indiana Dererk Pardon, Northwestern Nicholas Baer, Iowa Joey Lane, Ohio State Bruno Fernando, Maryland Deivis Zemgulis, Penn State Isaiah Livers, Michigan Grady -
2016-17 National Treasures Basketball Group Break Player Checklist
2016-17 National Treasures Basketball Group Break Player Checklist Card Player Set Team Print Run # A.J. Hammons Colossal Rookie Materials + Prime Parallels 18 Mavericks 88 A.J. Hammons Rookie Dual Materials + Parallels 13 Mavericks 96 A.J. Hammons Rookie Logoman 9 Mavericks 1 A.J. Hammons Rookie Materials + Parallels 13 Mavericks 110 A.J. Hammons Rookie Patch Auto + Parallels 109 Mavericks 114 A.J. Hammons Rookie Patch Auto Horizontal + Bronze Parallel 159 Mavericks 74 A.J. Hammons Rookie Patch Auto Logoman 109 Mavericks 1 A.J. Hammons Rookie Triple Materials + Parallels 13 Mavericks 85 Aaron Gordon Base Set + Parallels 9 Magic 140 Aaron Gordon Century Materials + Parallels 58 Magic 135 Aaron Gordon Colossal Logoman 5 Magic 3 Aaron Gordon Colossal Materials + Prime Parallels 27 Magic 58 Aaron Gordon Game Gear Prime Tag 10 Magic 1 Aaron Gordon Game Gear Relic + Prime Parallel 10 Magic 124 Aaron Gordon Hometown Heroes Auto + Parallels 27 Magic 121 Aaron Gordon Treasured Threads + Prime Parallel 17 Magic 124 Aaron Gordon Treasured Threads Prime Tag 17 Magic 1 Aaron Gordon Tremendous Treasures Jumbo Relic + Parallels 22 Magic 96 Adreian Payne Game Gear Prime Tag 39 Timberwolves 1 Adreian Payne Game Gear Relic + Prime Parallel 39 Timberwolves 124 Adrian Dantley Signatures + Parallels 10 Jazz 116 Adrian Dantley Penmanship + Parallels 38 Pistons 135 Al Horford Base Set + Parallels 33 Celtics 140 Al Horford Century Materials + Parallels 48 Celtics 135 Al Horford Clutch Factor Auto Relic + Parallels 32 Celtics 101 Al Horford Colossal Jersey Auto