jasonchanhku / ufc_top_15_rankings

Top 15 rankings of UFC for each weight class


This is a scraper that runs on Morph. To get started see the documentation

Contributors jasonchanhku

Last run completed successfully .

Console output of last run

Injecting configuration and compiling... Injecting scraper and running... Flyweight Top 15 ['Deiveson Figueiredo', 'Brandon Moreno', 'Alexandre Pantoja', 'Kai Kara France', 'Brandon Royval', 'Alex Perez', 'Matheus Nicolau', 'Matt Schnell', 'Amir Albazi', 'David Dvorak', 'Tim Elliott', 'Sumudaerji', 'Manel Kape', 'Jeffrey Molina', 'Muhammad Mokaev', 'Tagir Ulanbekov'] ========== Bantamweight Top 15 ['Aljamain Sterling', "Sean O'Malley", 'Merab Dvalishvili', 'Petr Yan', 'Marlon Vera', 'TJ Dillashaw', 'Cory Sandhagen', 'Rob Font', 'Dominick Cruz', 'Yadong Song', 'Pedro Munhoz', 'Ricky Simon', 'Umar Nurmagomedov', 'Chris Gutierrez', 'Adrian Yanez', 'Jack Shore'] ========== Featherweight Top 15 ['Alexander Volkanovski', 'Max Holloway', 'Yair Rodriguez', 'Brian Ortega', 'Arnold Allen', 'Josh Emmett', 'Chan Sung Jung', 'Calvin Kattar', 'Giga Chikadze', 'Bryce Mitchell', 'Movsar Evloev', 'Sodiq Yusuff', 'Dan Ige', 'Edson Barboza', 'Ilia Topuria', 'Alex Caceres'] ========== Lightweight Top 15 ['Islam Makhachev', 'Charles Oliveira', 'Dustin Poirier', 'Justin Gaethje', 'Beneil Dariush', 'Michael Chandler', 'Rafael Fiziev', 'Rafael Dos Anjos', 'Mateusz Gamrot', 'Arman Tsarukyan', 'Jalin Turner', 'Dan Hooker', 'Damir Ismagulov', 'Renato Moicano', 'Conor McGregor', 'Tony Ferguson'] ========== Welterweight Top 15 ['Leon Edwards', 'Kamaru Usman', 'Colby Covington', 'Khamzat Chimaev', 'Belal Muhammad', 'Gilbert Burns', 'Stephen Thompson', 'Geoff Neal', 'Sean Brady', 'Vicente Luque', 'Shavkat Rakhmonov', 'Jorge Masvidal', 'Neil Magny', 'Michael Chiesa', 'Michel Pereira', 'Daniel Rodriguez'] ========== Middleweight Top 15 ['Alex Pereira', 'Israel Adesanya', 'Robert Whittaker', 'Jared Cannonier', 'Marvin Vettori', 'Derek Brunson', 'Paulo Costa', 'Sean Strickland', 'Jack Hermansson', 'Darren Till', 'Andre Muniz', 'Kelvin Gastelum', 'Nassourdine Imavov', 'Dricus Du Plessis', 'Chris Curtis', 'Brad Tavares'] ========== Light Heavyweight Top 15 ['Jiří Procházka', 'Glover Teixeira', 'Jan Błachowicz', 'Magomed Ankalaev', 'Aleksandar Rakić', 'Anthony Smith', 'Jamahal Hill', 'Nikita Krylov', 'Paul Craig', 'Volkan Oezdemir', 'Ryan Spann', 'Johnny Walker', 'Dominick Reyes', 'Khalil Rountree Jr.', 'Jimmy Crute', 'Dustin Jacoby'] ========== Heavyweight Top 15 ['Francis Ngannou', 'Ciryl Gane', 'Stipe Miocic', 'Curtis Blaydes', 'Tai Tuivasa', 'Sergei Pavlovich', 'Tom Aspinall', 'Derrick Lewis', 'Alexander Volkov', 'Jairzinho Rozenstruik', 'Marcin Tybura', 'Chris Daukaus', 'Serghei Spivac', 'Alexandr Romanov', 'Blagoy Ivanov', 'Shamil Abdurakhimov'] ========== Women's Strawweight Top 15 ['Zhang Weili', 'Carla Esparza', 'Rose Namajunas', 'Amanda Lemos', 'Jessica Andrade', 'Marina Rodriguez', 'Xiaonan Yan', 'Mackenzie Dern', 'Tecia Torres', 'Amanda Ribas', 'Virna Jandiroba', 'Michelle Waterson-Gomez', 'Angela Hill', 'Emily Ducote', 'Luana Pinheiro', 'Polyana Viana'] ========== Women's Flyweight Top 15 ['Valentina Shevchenko', 'Manon Fiorot', 'Taila Santos', 'Katlyn Chookagian', 'Lauren Murphy', 'Alexa Grasso', 'Jessica Andrade', 'Viviane Araújo', 'Jennifer Maia', 'Andrea Lee', 'Erin Blanchfield', "Casey O'Neill", 'Maycee Barber', 'Tracy Cortez', 'Cynthia Calvillo', 'Amanda Ribas'] ========== Women's Bantamweight Top 15 ['Amanda Nunes', 'Julianna Peña', 'Ketlen Vieira', 'Holly Holm', 'Irene Aldana', 'Raquel Pennington', 'Yana Kunitskaya', 'Pannie Kianzad', 'Macy Chiasson', 'Karol Rosa', 'Miesha Tate', 'Julia Avila', 'Lina Lansberg', 'Norma Dumont', 'Mayra Bueno Silva', 'Josiane Nunes'] ========== best_match_score __id_left __id_right _id ... td tda tdd suba 0 0.489015 0_left 798_right 0 ... 1.48 0.41 0.58 1.8 1 0.401157 1_left 1666_right 1 ... 1.71 0.44 0.68 0.6 2 0.566324 2_left 2051_right 2 ... 1.37 0.40 0.67 1.2 3 0.645673 3_left 1330_right 3 ... 0.51 0.25 0.87 0.0 4 0.393354 4_left 2185_right 4 ... 0.70 1.00 0.39 2.4 [5 rows x 25 columns] best_match_score 0 __id_left 0 __id_right 0 _id 0 weightclass 0 rank 0 fighters 0 nickName 0 record 0 wins 0 losses 0 draws 0 img 0 name 0 age 0 height 0 reach 0 slpm 0 sapm 0 strd 0 stra 0 td 0 tda 0 tdd 0 suba 0 dtype: int64 UFC Fighters Rankings successfully scraped and updated

Data

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rows 10 / 176

index best_match_score __id_left __id_right _id weightclass rank fighters nickName record wins losses draws img name age height reach slpm sapm strd stra td tda tdd suba
0
0.4890149721849354
0_left
798_right
0
Flyweight
1
Deiveson Figueiredo
"Deus da Guerra"
21-2-1
21
2
1
Deiveson Figueiredo
35
5 5
68.0
3.27
3.53
0.52
0.55
1.48
0.41
0.58
1.8
1
0.4011571387867367
1_left
1666_right
1
Flyweight
2
Brandon Moreno
"The Assassin Baby"
20-6-2
20
6
2
Brandon Moreno
29
5 7
70.0
3.58
3.33
0.57
0.39
1.71
0.44
0.68
0.6
2
0.5663240408382767
2_left
2051_right
2
Flyweight
3
Alexandre Pantoja
"The Cannibal"
25-5-0
25
5
0
Alexandre Pantoja
32
5 5
67.0
4.25
3.38
0.54
0.48
1.37
0.4
0.67
1.2
3
0.6456730000502394
3_left
1330_right
3
Flyweight
4
Kai Kara France
"Don't Blink"
24-10-0
24
10
0
Kai Kara-France
29
5 4
69.0
4.7
3.57
0.64
0.4
0.51
0.25
0.87
0.0
4
0.3933543652522911
4_left
2185_right
4
Flyweight
5
Brandon Royval
"Raw Dawg"
14-6-0
14
6
0
Brandon Royval
30
5 9
68.0
3.32
2.72
0.5
0.36
0.7
1.0
0.39
2.4
5
0.34775513907580463
5_left
2058_right
5
Flyweight
6
Alex Perez
N/A
24-7-0
24
7
0
Alex Perez
30
5 6
65.0
4.67
3.14
0.6
0.48
2.84
0.44
0.77
1.3
6
0.5541483444409877
6_left
1824_right
6
Flyweight
7
Matheus Nicolau
N/A
18-3-1
18
3
1
Matheus Nicolau
29
5 6
66.0
3.64
3.09
0.67
0.52
1.46
0.42
0.93
1.0
7
0.545867241755221
7_left
2414_right
7
Flyweight
8
Matt Schnell
"Danger"
16-6-0
16
6
0
Matt Schnell
32
5 8
70.0
4.34
4.44
0.57
0.39
0.68
0.44
0.5
1.2
8
0.46307659717214733
8_left
69_right
8
Flyweight
9
Amir Albazi
"The Prince"
15-1-0
15
1
0
Amir Albazi
29
5 5
68.0
3.79
3.01
0.55
0.42
3.09
0.62
0.66
1.2
9
0.42383339849901225
9_left
625_right
9
Flyweight
10
David Dvorak
"Undertaker"
20-4-0
20
4
0
David Dvorak
30
5 5
68.0
3.87
3.0
0.61
0.43
0.0
0.0
0.81
0.3

Statistics

Average successful run time: less than a minute

Total run time: about 1 hour

Total cpu time used: 18 minutes

Total disk space used: 132 KB

History

  • Auto ran revision 0771e2a5 and completed successfully .
    nothing changed in the database
  • Auto ran revision 0771e2a5 and completed successfully .
    nothing changed in the database
  • Auto ran revision 0771e2a5 and completed successfully .
    nothing changed in the database
  • Auto ran revision 0771e2a5 and completed successfully .
    1 record updated in the database
  • Auto ran revision 0771e2a5 and completed successfully .
    10 records updated in the database
  • ...
  • Created on morph.io

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Scraper code

Python

ufc_top_15_rankings / scraper.py