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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. -
Durant, Irving Help Nets Hold Off Adebayo, Miami
ARAB TIMES, MONDAY, JANUARY 25, 2021 SPORTS 15 Chandler makes stunning debut, demolishes Hooker in first round Poirier knocks out McGregor in 2nd round at UFC 257 ABU DHABI, United Arab Emirates, Jan 24, (AP): Dustin Poirier stopped Conor McGregor with a flurry of punches mid- NBA Results/Standings way through the second round Sunday, avenging his loss to the Irish superstar with a knockout victory at UFC 257. Poirier (26-7) caught McGregor WASHINGTON, Jan 24, (AP): Results Durant, Irving help Nets and standings from the NBA games on with a series of shots to the head be- Saturday. fore buckling his knees with two left Philadelphia 114 Detroit 110 hands. Poirier then sent McGregor to Minnesota 120 New Orleans 110 Brooklyn 128 Miami 124 the canvas with a short right hand and Utah 127 Golden State 108 finished it at 2:32 of the second, set- Houston 133 Dallas 108 ting off stunned excitement among the LA Lakers 101 Chicago 90 few thousand screaming fans allowed Denver 120 Phoenix 2OT 112 Eastern Conference hold off Adebayo, Miami inside the Etihad Arena on Yas Island. Atlantic Division “I think this is a title fight,” Poirier W L Pct GB said of their lightweight bout. “I’m the Philadelphia 12 5 .706 - Boston 8 6 .571 2-1/2 champion.” Brooklyn 10 8 .556 2-1/2 Davis scores season-high 37 as Lakers beat Bulls 101-90 In his first fight in a year, McGregor New York 8 9 .471 4 (22-5) had a strong first round before Toronto 6 9 .400 5 he was stopped by punches for the first Southeast Division W L Pct GB NEW YORK, Jan 24, (AP): Kevin Durant scored 31 and the Nets won for the first time with their three superstars playing time in his mixed martial arts career. -
Bol Bol Declares for Nba Draft
Bol Bol Declares For Nba Draft affrontsIs Franky adown always or another jibbing approximately.and unsealed whenCastalian unbind Elijah some usually snore familiarized very sith and some ecclesiastically? electrotypes or Leguminous cautions unsympathetically. and unassailed Vladimir often massacre some Watson wants to snatch the draft for bol nba this information on Then it shortly before declaring for bol is bol bol declares for nba draft? Bridge to put their own caught on Mr. Leave a comment below! The rebounding is good start could mean better. DFS Lineup Optimizer: Generate Winning Lineups! Ja Morant with No. The Bucks are making moves in an attempt to entice Giannis Antetokounmpo to stay. Maryland Department of Transportation spokeswoman Sherry Christian. Instead, Jones has the potential to be a great guard addition off the bench who will be ready to play right away. Missing or invalid date! Could come true commitment to refuse cookies we have really helped set or for nba draft projections vary from. To get started, Zion Williamson will uphold the growl of your pack, who figures to be picked in that around and top three. Pat connaughton matched his nba draft? Bucks have recently started to experiment with different defensive coverages, Ads must not lock the tedious to a website or a publication if a significant terms of that website or publication promotes a prohibited product or service. You or have moving to Storyboards. But response was certainly impressive in count nine games. As lovely Sweet Sixteen gets underway in the NCAA Tournament, that we mat be subject to sigh and regulatory requirements to keep Personal Data recognize a course period, RJ Barrett is projected to be picked in the way three with Zion and Ja. -
Application of the UAAA, RUAAA, and State Athlete-Agent Laws to Corruption in Men's College Basketball and Revisions Necessitated by NCAA Rule Changes
Marquette Sports Law Review Volume 30 Issue 1 Fall Article 4 2019 Application of the UAAA, RUAAA, and State Athlete-Agent Laws to Corruption in Men's College Basketball and Revisions Necessitated by NCAA Rule Changes Joshua Lens Follow this and additional works at: https://scholarship.law.marquette.edu/sportslaw Part of the Entertainment, Arts, and Sports Law Commons Repository Citation Joshua Lens, Application of the UAAA, RUAAA, and State Athlete-Agent Laws to Corruption in Men's College Basketball and Revisions Necessitated by NCAA Rule Changes, 30 Marq. Sports L. Rev. 47 (2019) Available at: https://scholarship.law.marquette.edu/sportslaw/vol30/iss1/4 This Article is brought to you for free and open access by the Journals at Marquette Law Scholarly Commons. For more information, please contact [email protected]. LENS – ARTICLE 30.1 1/10/2020 11:59 AM APPLICATION OF THE UAAA, RUAAA, AND STATE ATHLETE-AGENT LAWS TO CORRUPTION IN MEN’S COLLEGE BASKETBALL AND REVISIONS NECESSITATED BY NCAA RULE CHANGES JOSHUA LENS* I. INTRODUCTION Opening statements in the October 2018 federal trial regarding corruption in men’s college basketball served as a juicy appetizer for what was to come in the rest of the trial. Now former Adidas executive James Gatto, former Adidas consultant Merl Code, and aspiring agent and former runner for NBA agent Andy Miller, Christian Dawkins, faced accusations that they paid money from Adidas to prospective student-athletes and their families to ensure the prospective student-athletes signed with Adidas-sponsored schools, and then with Adidas and certain financial planners and agents once they turned professional.1 In her opening statement, Casey Donnelly, Gatto’s attorney, admitted that Gatto funneled $100,000 to the family of highly recruited prospect Brian Bowen; paid $40,000 to the family of current Dallas Maverick Dennis Smith, Jr. -
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. -
Student-Athlete? an In-Depth Look at the Past, Present, and Future Kyle Elliott Lukf Er
Eastern Michigan University DigitalCommons@EMU Senior Honors Theses Honors College 2018 Student-Athlete? An In-Depth Look at the Past, Present, and Future Kyle Elliott lukF er Follow this and additional works at: https://commons.emich.edu/honors Part of the Sports Management Commons Recommended Citation Fluker, Kyle Elliott, "Student-Athlete? An In-Depth Look at the Past, Present, and Future" (2018). Senior Honors Theses. 602. https://commons.emich.edu/honors/602 This Open Access Senior Honors Thesis is brought to you for free and open access by the Honors College at DigitalCommons@EMU. It has been accepted for inclusion in Senior Honors Theses by an authorized administrator of DigitalCommons@EMU. For more information, please contact lib- [email protected]. Student-Athlete? An In-Depth Look at the Past, Present, and Future Abstract The NCAA began in the early 1900s as a way to regulate the wild west that was intercollegiate athletics. Over time, the organization has grown from its 62 member beginnings to three divisions with 1,281 members. In 2017, for the first time in its history, the NCAA brought in over one billion dollars in total revenue (Kirshner 2018). The NCAA has been able to achieve this feat by its insistence on the "amateurism" of its participants. This business model has allowed the organization to keep the financial benefits associated with the playing of high-level sports on college campuses. Participants in these events deemed "Student-Athletes," are barred from receiving payment for their athletic skills without being faced with the potential of losing their ability to compete at the NCAA level. -
Card Set # Player Team Seq. Acetate Rookies 1 Tyrese Maxey
Card Set # Player Team Seq. Acetate Rookies 1 Tyrese Maxey Philadelphia 76ers Acetate Rookies 2 RJ Hampton Denver Nuggets Acetate Rookies 3 Obi Toppin New York Knicks Acetate Rookies 4 Anthony Edwards Minnesota Timberwolves Acetate Rookies 5 Deni Avdija Washington Wizards Acetate Rookies 6 LaMelo Ball Charlotte Hornets Acetate Rookies 7 James Wiseman Golden State Warriors Acetate Rookies 8 Cole Anthony Orlando Magic Acetate Rookies 9 Tyrese Haliburton Sacramento Kings Acetate Rookies 10 Jalen Smith Phoenix Suns Acetate Rookies 11 Patrick Williams Chicago Bulls Acetate Rookies 12 Isaac Okoro Cleveland Cavaliers Acetate Rookies 13 Kira Lewis Jr. New Orleans Pelicans Acetate Rookies 14 Aaron Nesmith Boston Celtics Acetate Rookies 15 Killian Hayes Detroit Pistons Acetate Rookies 16 Onyeka Okongwu Atlanta Hawks Acetate Rookies 17 Josh Green Dallas Mavericks Acetate Rookies 18 Precious Achiuwa Miami Heat Acetate Rookies 19 Saddiq Bey Detroit Pistons Acetate Rookies 20 Zeke Nnaji Denver Nuggets Acetate Rookies 21 Aleksej Pokusevski Oklahoma City Thunder Acetate Rookies 22 Udoka Azubuike Utah Jazz Acetate Rookies 23 Isaiah Stewart Detroit Pistons Acetate Rookies 24 Devin Vassell San Antonio Spurs Acetate Rookies 25 Immanuel Quickley New York Knicks Art Nouveau 1 Anthony Edwards Minnesota Timberwolves Art Nouveau 2 James Wiseman Golden State Warriors Art Nouveau 3 LaMelo Ball Charlotte Hornets Art Nouveau 4 Patrick Williams Chicago Bulls Art Nouveau 5 Isaac Okoro Cleveland Cavaliers Art Nouveau 6 Onyeka Okongwu Atlanta Hawks Art Nouveau 7 Killian Hayes Detroit Pistons Art Nouveau 8 Obi Toppin New York Knicks Art Nouveau 9 Deni Avdija Washington Wizards Art Nouveau 10 Devin Vassell San Antonio Spurs Art Nouveau 11 Tyrese Haliburton Sacramento Kings Art Nouveau 12 Jalen Smith Phoenix Suns Art Nouveau 13 Cole Anthony Orlando Magic Art Nouveau 14 Aaron Nesmith Boston Celtics Art Nouveau 15 Kira Lewis Jr. -
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 -
2019 Rosters
2019 USA NIKE HOOP SUMMIT TEAM NAME POS HGT WGT AGE HIGH SCHOOL HOMETOWN Cole Anthony G 6-3 175 18 Oak Hill Academy, VA New York, NY Vernon Carey Jr. F 6-10 230 18 University School/#Duke Southwest Ranches, FL De'Vion Harmon G 6-2 196 18 John Guyer H.S./*Oklahoma Corinth, TX Matthew Hurt F 6-8 215 18 John Marshall H.S. Rochester, MN Scottie Lewis G 6-5 185 19 Ranney School/*Florida Hazlet, NJ Tyrese Maxey G 6-4 185 18 South Garland H.S./*Kentucky Dallas, TX Justin Moore G 6-4 200 19 DeMatha Catholic H.S./*Villanova Accokeek, MD Wendell Moore Jr. F 6-6 210 17 Cox Mill H.S./*Duke Charlotte, NC Isaac Okoro F 6-6 201 18 McEachern H.S./*Auburn Powder Springs, GA Jeremiah Robinson-Earl F 6-9 230 18 IMG Academy, FL/*Villanova Overaland Park, KS Isaiah Stewart F 6-9 248 17 La Lumiere School, IN/#Washington Rochester, NY James Wiseman F 7-1 240 18 East H.S./*Memphis Memphis, TN Head Coach: Scott Fitch, Fairport High School, New York Assistant Coach: Stan Waterman, Sanford School, Delaware -Ages are as of April 12, 2018. *National Letter of Intent. #Verbal commitment. 2019 WORLD TEAM ROSTER # NAME POS HGT WGT AGE CURRENT TEAM/COLLEGE COUNTRY 1 Andre Curbelo G 6-1 165 17 Long Island Lutheran, NY (2020) Puerto Rico 2 Nico Mannion G 6-4 192 18 Pinnacle High School, AZ/*Arizona Italy 3 Joshua Obiesie G 6-6 190 18 IBAM/s.Oliver Wurzburg, Wurzburg Germany 4 Josh Green G 6-6 205 18 IMG Academy, FL/*Arizona Australia 5 Marcos Louzada Silva G 6-6 190 19 SESI/Franca, Sao Paulo Brazil 6 Matthew-Alexander Moncrieffe F 6-7 200 18 Orangeville Prep, Ontario (2020) Canada 7 Haowen Guo F 6-6 180 19 Bayi Military, Zhejiang China 8 Precious Achiuwa F 6-9 215 19 Montverde Academy, FL/Undecided Nigeria 9 Oscar Tshiebwe F 6-9 250 19 Kennedy Catholic, PA/*West Virginia D.R. -
No. 18/14 Kentucky (16-5, 6-2) Date Opponent Result/Time Tuesday, Feb
SCHEDULE/RESULTS Ole Miss (15-6, 6-2) at (16-5, 6-2 SEC) No. 18/14 Kentucky (16-5, 6-2) Date Opponent Result/Time Tuesday, Feb. 4 • 7:00 p.m. ET • Rupp Arena (23,000) • Lexington, Ky. N. 1 TRANSYLVANIA (Exh.) [FSS] W, 76-42 N. 4 MONTEVALLO (Exh.) [FSS] W, 95-72 GAMECENTER N. 8 UNC ASHEVILLE [FSS] W, 89-57 N. 10 NORTHERN KENTUCKY [FSS] W, 93-63 Kentucky Wildcats Ole Miss Rebels N. 12 1 vs. No. 2/2 Michigan State [ESPN] L, 78-74 Record: 16-5, 6-2 in SEC Record: 15-6, 6-2 in SEC Rankings: No. 18 (AP)/No. 14 (Coaches) Rankings: NR (AP)/NR (Coaches) N. 17 2 ROBERT MORRIS [ESPN2] W, 87-49 Last Game: Defeated Missouri, 84-79 Last Game: Defeated South Carolina, 75-71 N. 19 2 UT ARLINGTON [CSS] W, 105-76 Head Coach: John Calipari Head Coach: Andy Kennedy 2 N. 25 CLEVELAND STATE [FSN] W, 68-61 Overall On-Court Record: 584-171 (.774) Overall On-Court Record: 188-106 (.639) 2 N. 27 EASTERN MICHIGAN [FSS] W, 81-63 at UK: 139-31 (.818) at Ole Miss: 167-93 (.642) 3 D. 1 vs. Providence [Fox Sports 1] W, 79-65 Last Five Games: 4-1 Last Five Games: 4-1 D. 6 4 vs. No. 20/20 Baylor [ESPN] L, 67-62 Calipari vs. Ole Miss: 8-4 Kennedy vs. Kentucky: 2-7 D. 10 BOISE STATE [ESPN] W, 70-55 All-Time Series: UK leads 100-13 Last Meeting: Kentucky, 87-74 (Jan. -
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 - -
Communications
MARCH 23, 2019 | NCAA TOURNAMENT - SECOND ROUND | GAME NOTES KANSAS COMMUNICATIONS # # # # 26-9 12-6 17 / 17 27-9 11-7 14 / 18 TIGERS OVERALL BIG 12 RANKING (AP/COACHES) OVERALL SEC RANKING (AP/COACHES) -VS- Bill Self 473-105 (.818) Bruce Pearl 97-71 (.577) JAYHAWKS HEAD COACH RECORD AT KU, 16TH SEASON HEAD COACH RECORD AT AU, FIFTH SEASON SCHEDULE (H: 17-0; A: 3-8; N: 6-1) GAME (4) KANSAS VS (5) AUBURN KU IN THE NCAA TOURNEY (More on pg. 49) KU OPP NCAA Championship • Second Round OVERALL (under Bill Self) 108-46 (38-14) Rnk Rnk Opponent TV Time/Result Salt Lake City, Utah • Vivint Smart Home Arena (18,284) as No. 4 seed 8-4 NOVEMBER (5-0) 36 In Round of 32 (Since 1981) 23-10 6 1/1 10/10 vs. Michigan State! ESPN W, 92-87 Saturday, March 23, 2019 • 8:40 p.m. (CT) 12 2/1 -/- VERMONT~ ESPN2 W, 84-68 16 2/1 -/- LOUISIANA JTV/ESPN+ W, 89-76 TBS JAYHAWK RADIO 21 2/2 rv/rv vs. Marquette# ESPN2 W, 77-68 NETWORK Play-by-Play: Andrew Catalon Radio: IMG Jayhawk Radio Network 23 2/2 5/5 vs. Tennessee# ESPN2 W, 87-82 ot Analysts: Steve Lappas Webcast: KUAthletics.com/Radio DECEMBER (6-1) Reporter: Lisa Byington Play-by-Play: Brian Hanni POINTS 1 2/2 -/- STANFORD ESPN W, 90-84 ot Producer: Johnathan Segal Analyst: Greg Gurley 75.7 PER GAME ›› 79.5 4 2/2 -/- WOFFORD JTV/ESPN+ W, 72-47 Director: Andy Goldberg Producer/Engineer: Steve Kincaid 8 2/2 -/- NEW MEXICO STATE^ ESPN2 W, 63-60 TIP-OFF 46.5 ‹‹ FG% 44.8 15 1/1 17/16 VILLANOVA ESPN W, 74-71 • Kansas is making its 48th NCAA Tournament appearance and has a 18 1/1 -/- SOUTH DAKOTA JTV/ESPN+ W, 89-53 108-46 record in the event.