{"source":"https://github.com/rfordatascience/tidytuesday/blob/main/data/2026/2026-07-07/readme.md","snapshot":"2026-07-07","importedOn":"2026-10-03","count":200,"selection":"Official athlete profile + UFCStats statistics profile + completed UFC bout membership; diverse prominent, current, historical and female competitors","profiles":[{"id":"pereira","name":"Alex Pereira","source":"https://www.ufc.com/athlete/alex-pereira","snapshot":"Checked October 3, 2026"},{"id":"adesanya","name":"Israel Adesanya","source":"https://www.ufc.com/athlete/israel-adesanya","snapshot":"Checked October 3, 2026"},{"id":"jones","name":"Jon Jones","source":"https://www.ufc.com/athlete/jon-jones","snapshot":"Checked October 3, 2026"},{"id":"gsp","name":"Georges St-Pierre","source":"https://www.ufc.com/athlete/georges-st-pierre","snapshot":"Checked October 3, 2026"},{"id":"silva","name":"Anderson Silva","source":"https://www.ufc.com/athlete/anderson-silva?id=&page=1","snapshot":"Checked October 3, 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2026"},{"id":"charles-oliveira","name":"Charles Oliveira","source":"https://www.ufc.com/athlete/charles-oliveira","snapshot":"July 7, 2026"},{"id":"justin-gaethje","name":"Justin Gaethje","source":"https://www.ufc.com/athlete/justin-gaethje","snapshot":"July 7, 2026"},{"id":"michael-chandler","name":"Michael Chandler","source":"https://www.ufc.com/athlete/michael-chandler","snapshot":"July 7, 2026"},{"id":"nate-diaz","name":"Nate Diaz","source":"https://www.ufc.com/athlete/nate-diaz","snapshot":"July 7, 2026"},{"id":"nick-diaz","name":"Nick Diaz","source":"https://www.ufc.com/athlete/nick-diaz","snapshot":"July 7, 2026"},{"id":"tony-ferguson","name":"Tony Ferguson","source":"https://www.ufc.com/athlete/tony-ferguson","snapshot":"July 7, 2026"},{"id":"daniel-cormier","name":"Daniel Cormier","source":"https://www.ufc.com/athlete/daniel-cormier","snapshot":"July 7, 2026"},{"id":"stipe-miocic","name":"Stipe Miocic","source":"https://www.ufc.com/athlete/stipe-miocic","snapshot":"July 7, 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2026"},{"id":"chris-weidman","name":"Chris Weidman","source":"https://www.ufc.com/athlete/chris-weidman","snapshot":"July 7, 2026"},{"id":"lyoto-machida","name":"Lyoto Machida","source":"https://www.ufc.com/athlete/lyoto-machida","snapshot":"July 7, 2026"},{"id":"vitor-belfort","name":"Vitor Belfort","source":"https://www.ufc.com/athlete/vitor-belfort","snapshot":"July 7, 2026"},{"id":"chuck-liddell","name":"Chuck Liddell","source":"https://www.ufc.com/athlete/chuck-liddell","snapshot":"July 7, 2026"},{"id":"randy-couture","name":"Randy Couture","source":"https://www.ufc.com/athlete/randy-couture","snapshot":"July 7, 2026"},{"id":"tito-ortiz","name":"Tito Ortiz","source":"https://www.ufc.com/athlete/tito-ortiz","snapshot":"July 7, 2026"},{"id":"mauricio-rua","name":"Mauricio Rua","source":"https://www.ufc.com/athlete/mauricio-rua","snapshot":"July 7, 2026"},{"id":"kamaru-usman","name":"Kamaru Usman","source":"https://www.ufc.com/athlete/kamaru-usman","snapshot":"July 7, 2026"},{"id":"leon-edwards","name":"Leon Edwards","source":"https://www.ufc.com/athlete/leon-edwards","snapshot":"July 7, 2026"},{"id":"belal-muhammad","name":"Belal Muhammad","source":"https://www.ufc.com/athlete/belal-muhammad","snapshot":"July 7, 2026"},{"id":"colby-covington","name":"Colby Covington","source":"https://www.ufc.com/athlete/colby-covington","snapshot":"July 7, 2026"},{"id":"jorge-masvidal","name":"Jorge Masvidal","source":"https://www.ufc.com/athlete/jorge-masvidal","snapshot":"July 7, 2026"},{"id":"gilbert-burns","name":"Gilbert Burns","source":"https://www.ufc.com/athlete/gilbert-burns","snapshot":"July 7, 2026"},{"id":"shavkat-rakhmonov","name":"Shavkat Rakhmonov","source":"https://www.ufc.com/athlete/shavkat-rakhmonov","snapshot":"July 7, 2026"},{"id":"jack-della-maddalena","name":"Jack Della Maddalena","source":"https://www.ufc.com/athlete/jack-della-maddalena","snapshot":"July 7, 2026"},{"id":"ian-machado-garry","name":"Ian Machado 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2026"},{"id":"brock-lesnar","name":"Brock Lesnar","source":"https://www.ufc.com/athlete/brock-lesnar","snapshot":"July 7, 2026"},{"id":"mark-coleman","name":"Mark Coleman","source":"https://www.ufc.com/athlete/mark-coleman","snapshot":"July 7, 2026"},{"id":"ken-shamrock","name":"Ken Shamrock","source":"https://www.ufc.com/athlete/ken-shamrock","snapshot":"July 7, 2026"},{"id":"royce-gracie","name":"Royce Gracie","source":"https://www.ufc.com/athlete/royce-gracie","snapshot":"July 7, 2026"},{"id":"bas-rutten","name":"Bas Rutten","source":"https://www.ufc.com/athlete/bas-rutten","snapshot":"July 7, 2026"},{"id":"kevin-randleman","name":"Kevin Randleman","source":"https://www.ufc.com/athlete/kevin-randleman","snapshot":"July 7, 2026"},{"id":"mark-hunt","name":"Mark Hunt","source":"https://www.ufc.com/athlete/mark-hunt","snapshot":"July 7, 2026"},{"id":"alistair-overeem","name":"Alistair Overeem","source":"https://www.ufc.com/athlete/alistair-overeem","snapshot":"July 7, 2026"},{"id":"angela-hill","name":"Angela Hill","source":"https://www.ufc.com/athlete/angela-hill","snapshot":"July 7, 2026"},{"id":"gillian-robertson","name":"Gillian Robertson","source":"https://www.ufc.com/athlete/gillian-robertson","snapshot":"July 7, 2026"},{"id":"karolina-kowalkiewicz","name":"Karolina Kowalkiewicz","source":"https://www.ufc.com/athlete/karolina-kowalkiewicz","snapshot":"July 7, 2026"},{"id":"tecia-pennington","name":"Tecia Pennington","source":"https://www.ufc.com/athlete/tecia-pennington","snapshot":"July 7, 2026"},{"id":"randa-markos","name":"Randa Markos","source":"https://www.ufc.com/athlete/randa-markos","snapshot":"July 7, 2026"},{"id":"jj-aldrich","name":"JJ Aldrich","source":"https://www.ufc.com/athlete/jj-aldrich","snapshot":"July 7, 2026"},{"id":"katlyn-cerminara","name":"Katlyn Cerminara","source":"https://www.ufc.com/athlete/katlyn-cerminara","snapshot":"July 7, 2026"},{"id":"joanne-wood","name":"Joanne 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2026"},{"id":"kaan-ofli","name":"Kaan Ofli","source":"https://www.ufc.com/athlete/kaan-ofli","snapshot":"July 7, 2026"},{"id":"michal-oleksiejczuk","name":"Michal Oleksiejczuk","source":"https://www.ufc.com/athlete/michal-oleksiejczuk","snapshot":"July 7, 2026"},{"id":"michel-pereira","name":"Michel Pereira","source":"https://www.ufc.com/athlete/michel-pereira","snapshot":"July 7, 2026"},{"id":"andrey-pulyaev","name":"Andrey Pulyaev","source":"https://www.ufc.com/athlete/andrey-pulyaev","snapshot":"July 7, 2026"},{"id":"javier-reyes","name":"Javier Reyes","source":"https://www.ufc.com/athlete/javier-reyes","snapshot":"July 7, 2026"},{"id":"nursulton-ruziboev","name":"Nursulton Ruziboev","source":"https://www.ufc.com/athlete/nursulton-ruziboev","snapshot":"July 7, 2026"},{"id":"nazim-sadykhov","name":"Nazim Sadykhov","source":"https://www.ufc.com/athlete/nazim-sadykhov","snapshot":"July 7, 2026"},{"id":"manuel-torres","name":"Manuel Torres","source":"https://www.ufc.com/athlete/manuel-torres","snapshot":"July 7, 2026"},{"id":"julius-walker","name":"Julius Walker","source":"https://www.ufc.com/athlete/julius-walker","snapshot":"July 7, 2026"},{"id":"abdulrakhman-yakhyaev","name":"Abdul Rakhman Yakhyaev","source":"https://www.ufc.com/athlete/abdulrakhman-yakhyaev","snapshot":"July 7, 2026"},{"id":"hyder-amil","name":"Hyder Amil","source":"https://www.ufc.com/athlete/hyder-amil","snapshot":"July 7, 2026"},{"id":"michael-aswell","name":"Michael Aswell Jr.","source":"https://www.ufc.com/athlete/michael-aswell","snapshot":"July 7, 2026"},{"id":"melsik-baghdasaryan","name":"Melsik Baghdasaryan","source":"https://www.ufc.com/athlete/melsik-baghdasaryan","snapshot":"July 7, 2026"},{"id":"gaston-bolanos","name":"Gaston Bolanos","source":"https://www.ufc.com/athlete/gaston-bolanos","snapshot":"July 7, 2026"},{"id":"kevin-borjas","name":"Kevin Borjas","source":"https://www.ufc.com/athlete/kevin-borjas","snapshot":"July 7, 2026"},{"id":"levan-chokheli","name":"Levan Chokheli","source":"https://www.ufc.com/athlete/levan-chokheli","snapshot":"July 7, 2026"},{"id":"shane-collins","name":"Shane Collins","source":"https://www.ufc.com/athlete/shane-collins","snapshot":"July 7, 2026"},{"id":"ion-cutelaba","name":"Ion Cutelaba","source":"https://www.ufc.com/athlete/ion-cutelaba","snapshot":"July 7, 2026"},{"id":"andre-fili","name":"Andre Fili","source":"https://www.ufc.com/athlete/andre-fili","snapshot":"July 7, 2026"},{"id":"kyoji-horiguchi","name":"Kyoji Horiguchi","source":"https://www.ufc.com/athlete/kyoji-horiguchi","snapshot":"July 7, 2026"},{"id":"manel-kape","name":"Manel Kape","source":"https://www.ufc.com/athlete/manel-kape","snapshot":"July 7, 2026"},{"id":"andre-lima","name":"Andre Lima","source":"https://www.ufc.com/athlete/andre-lima","snapshot":"July 7, 2026"},{"id":"murtazali-magomedov","name":"Murtazali Magomedov","source":"https://www.ufc.com/athlete/murtazali-magomedov","snapshot":"July 7, 2026"},{"id":"bia-mesquita","name":"Bia Mesquita","source":"https://www.ufc.com/athlete/bia-mesquita","snapshot":"July 7, 2026"},{"id":"melissa-mullins","name":"Melissa Mullins","source":"https://www.ufc.com/athlete/melissa-mullins","snapshot":"July 7, 2026"},{"id":"allan-nascimento","name":"Allan Nascimento","source":"https://www.ufc.com/athlete/allan-nascimento","snapshot":"July 7, 2026"},{"id":"vinicius-oliveira","name":"Vinicius Oliveira","source":"https://www.ufc.com/athlete/vinicius-oliveira","snapshot":"July 7, 2026"},{"id":"mitch-raposo","name":"Mitch Raposo","source":"https://www.ufc.com/athlete/mitch-raposo","snapshot":"July 7, 2026"},{"id":"christian-rodriguez","name":"Christian Rodriguez","source":"https://www.ufc.com/athlete/christian-rodriguez","snapshot":"July 7, 2026"},{"id":"karol-rosa","name":"Karol Rosa","source":"https://www.ufc.com/athlete/karol-rosa","snapshot":"July 7, 2026"},{"id":"luana-santos","name":"Luana Santos","source":"https://www.ufc.com/athlete/luana-santos","snapshot":"July 7, 2026"},{"id":"leon-shahbazyan","name":"Leon Shahbazyan","source":"https://www.ufc.com/athlete/leon-shahbazyan","snapshot":"July 7, 2026"},{"id":"navajo-stirling","name":"Navajo Stirling","source":"https://www.ufc.com/athlete/navajo-stirling","snapshot":"July 7, 2026"},{"id":"otari-tanzilovi","name":"Otari Tanzilovi","source":"https://www.ufc.com/athlete/otari-tanzilovi","snapshot":"July 7, 2026"},{"id":"kyle-daukaus","name":"Kyle Daukaus","source":"https://www.ufc.com/athlete/kyle-daukaus","snapshot":"July 7, 2026"},{"id":"steve-garcia","name":"Steve Garcia","source":"https://www.ufc.com/athlete/steve-garcia","snapshot":"July 7, 2026"},{"id":"josh-hokit","name":"Josh Hokit","source":"https://www.ufc.com/athlete/josh-hokit","snapshot":"July 7, 2026"},{"id":"diego-lopes","name":"Diego Lopes","source":"https://www.ufc.com/athlete/diego-lopes","snapshot":"July 7, 2026"},{"id":"bo-nickal","name":"Bo Nickal","source":"https://www.ufc.com/athlete/bo-nickal","snapshot":"July 7, 2026"},{"id":"clay-guida","name":"Clay Guida","source":"https://www.ufc.com/athlete/clay-guida","snapshot":"July 7, 2026"},{"id":"neil-magny","name":"Neil Magny","source":"https://www.ufc.com/athlete/neil-magny","snapshot":"July 7, 2026"},{"id":"jeremy-stephens","name":"Jeremy Stephens","source":"https://www.ufc.com/athlete/jeremy-stephens","snapshot":"July 7, 2026"},{"id":"demian-maia","name":"Demian Maia","source":"https://www.ufc.com/athlete/demian-maia","snapshot":"July 7, 2026"}],"missingFields":"null; never filled with invented statistics","methodScope":"Career across promotions when counts reconcile; unavailable otherwise","statsScope":"UFCStats tracked bouts; curated eight follow cited official UFC profile rates"}