jasonchanhku / ufc_top_15_rankings

Top 15 rankings of UFC for each weight class


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Console output of last run

Injecting configuration and compiling... Injecting scraper and running... skipping Men's Pound-for-Pound Top Rank Flyweight Top 15 ['Brandon Royval', 'Brandon Moreno', 'Amir Albazi', 'Kai Kara-France', 'Tatsuro Taira', 'Muhammad Mokaev', 'Alex Perez', 'Manel Kape', 'Steve Erceg', 'Matheus Nicolau', 'Tim Elliott', 'Matt Schnell', 'Tagir Ulanbekov', 'David Dvorak', 'Cody Durden'] ========== Bantamweight Top 15 ['Merab Dvalishvili', 'Cory Sandhagen', 'Petr Yan', 'Marlon Vera', 'Henry Cejudo', 'Deiveson Figueiredo', 'Song Yadong', 'José Aldo', 'Rob Font', 'Umar Nurmagomedov', 'Kyler Phillips', 'Mario Bautista', 'Dominick Cruz', 'Jonathan Martinez', 'Pedro Munhoz'] ========== Featherweight Top 15 ['Alexander Volkanovski', 'Max Holloway', 'Brian Ortega', 'Yair Rodriguez', 'Movsar Evloev', 'Arnold Allen', 'Josh Emmett', 'Aljamain Sterling', 'Calvin Kattar', 'Giga Chikadze', 'Lerone Murphy', 'Bryce Mitchell', 'Dan Ige', 'Diego Lopes', 'Edson Barboza'] ========== Lightweight Top 15 ['Arman Tsarukyan', 'Charles Oliveira', 'Justin Gaethje', 'Dustin Poirier', 'Mateusz Gamrot', 'Michael Chandler', 'Beneil Dariush', 'Rafael Fiziev', 'Max Holloway', 'Renato Moicano', 'Dan Hooker', 'Benoît Saint Denis', 'Jalin Turner', 'Rafael Dos Anjos', 'Bobby Green'] ========== Welterweight Top 15 ['Kamaru Usman', 'Belal Muhammad', 'Shavkat Rakhmonov', 'Colby Covington', 'Jack Della Maddalena', 'Gilbert Burns', 'Ian Machado Garry', 'Sean Brady', 'Stephen Thompson', 'Geoff Neal', 'Joaquin Buckley', 'Neil Magny', 'Vicente Luque', 'Michael Page', 'Kevin Holland'] ========== Middleweight Top 15 ['Sean Strickland', 'Israel Adesanya', 'Robert Whittaker', 'Nassourdine Imavov', 'Jared Cannonier', 'Marvin Vettori', 'Brendan Allen', 'Paulo Costa', 'Jack Hermansson', 'Roman Dolidze', 'Khamzat Chimaev', 'Caio Borralho', 'Michel Pereira', 'Anthony Hernandez', 'Chris Curtis'] ========== Light Heavyweight Top 15 ['Jiří Procházka', 'Magomed Ankalaev', 'Jamahal Hill', 'Jan Błachowicz', 'Aleksandar Rakić', 'Nikita Krylov', 'Johnny Walker', 'Khalil Rountree Jr.', 'Volkan Oezdemir', 'Anthony Smith', 'Carlos Ulberg', 'Bogdan Guskov', 'Dominick Reyes', 'Alonzo Menifield', 'Azamat Murzakanov'] ========== Heavyweight Top 15 ['Tom Aspinall', 'Ciryl Gane', 'Sergei Pavlovich', 'Curtis Blaydes', 'Alexander Volkov', 'Stipe Miocic', 'Jailton Almeida', 'Marcin Tybura', 'Serghei Spivac', 'Tai Tuivasa', 'Derrick Lewis', 'Jairzinho Rozenstruik', 'Alexandr Romanov', 'Marcos Rogerio de Lima', 'Rodrigo Nascimento'] ========== skipping Women's Pound-for-Pound Top Rank Women's Strawweight Top 15 ['Tatiana Suarez', 'Yan Xiaonan', 'Amanda Lemos', 'Jéssica Andrade', 'Virna Jandiroba', 'Marina Rodriguez', 'Mackenzie Dern', 'Amanda Ribas', 'Angela Hill', 'Loopy Godinez', 'Tabatha Ricci', 'Luana Pinheiro', 'Iasmin Lucindo', 'Michelle Waterson-Gomez', 'Gillian Robertson'] ========== Women's Flyweight Top 15 ['Valentina Shevchenko', 'Manon Fiorot', 'Erin Blanchfield', 'Maycee Barber', 'Jéssica Andrade', 'Rose Namajunas', 'Katlyn Cerminara', 'Natalia Silva', 'Amanda Ribas', 'Viviane Araújo', 'Tracy Cortez', 'Karine Silva', 'Ariane da Silva', "Casey O'Neill", 'Jasmine Jasudavicius'] ========== Women's Bantamweight Top 15 ['Julianna Peña', 'Ketlen Vieira', 'Mayra Bueno Silva', 'Kayla Harrison', 'Irene Aldana', 'Holly Holm', 'Macy Chiasson', 'Miesha Tate', 'Karol Rosa', 'Norma Dumont', 'Pannie Kianzad', 'Yana Santos', 'Julia Avila', 'Chelsea Chandler', 'Germaine de Randamie'] ========== best_match_score __id_left __id_right _id ... td tda tdd suba 0 0.396663 0_left 2338_right 0 ... 0.47 0.60 0.40 1.1 1 0.404466 1_left 1775_right 1 ... 1.74 0.46 0.63 0.5 2 0.463898 2_left 77_right 2 ... 1.71 0.33 0.40 0.7 3 0.642830 3_left 1417_right 3 ... 0.63 0.33 0.88 0.0 4 0.472120 4_left 2803_right 4 ... 2.35 0.47 0.62 2.1 [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 / 165

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
0.3966634356711812
0_left
2338_right
0
Flyweight
1
Brandon Royval
"Raw Dawg"
16-7-0
16
7
0
Brandon Royval
32
5 9
68.0
4.33
3.42
0.46
0.36
0.47
0.6
0.4
1.1
1
0.40446620920562676
1_left
1775_right
1
Flyweight
2
Brandon Moreno
"The Assassin Baby"
21-8-2
21
8
2
Brandon Moreno
31
5 7
70.0
3.87
3.63
0.59
0.44
1.74
0.46
0.63
0.5
2
0.4638978803144739
2_left
77_right
2
Flyweight
3
Amir Albazi
"The Prince"
17-1-0
17
1
0
Amir Albazi
31
5 5
68.0
2.8
3.07
0.63
0.39
1.71
0.33
0.4
0.7
3
0.6428302174082311
3_left
1417_right
3
Flyweight
4
Kai Kara-France
"Don't Blink"
24-11-0
24
11
0
Kai Kara-France
31
5 4
69.0
4.57
3.24
0.65
0.39
0.63
0.33
0.88
0.0
4
0.4721202914258535
4_left
2803_right
4
Flyweight
5
Tatsuro Taira
N/A
15-0-0
15
0
0
Tatsuro Taira
24
5 7
70.0
3.56
1.7
0.47
0.65
2.35
0.47
0.62
2.1
5
0.4612585054462197
5_left
1771_right
5
Flyweight
6
Muhammad Mokaev
"The Punisher"
12-0-0
12
0
0
Muhammad Mokaev
24
5 7
70.0
1.53
1.36
0.57
0.48
5.75
0.41
0.0
1.0
6
0.35180675598506644
6_left
2201_right
6
Flyweight
7
Alex Perez
N/A
25-8-0
25
8
0
Alex Perez
32
5 6
65.0
4.19
3.2
0.58
0.46
2.04
0.46
0.77
0.8
7
0.45025223129937986
7_left
1394_right
7
Flyweight
8
Manel Kape
"StarBoy"
19-6-0
19
6
0
Manel Kape
31
5 5
68.0
5.12
4.51
0.59
0.54
0.65
0.37
0.77
0.4
8
0.44003110219331387
8_left
745_right
8
Flyweight
9
Steve Erceg
"Astroboy"
12-2-0
12
2
0
Steve Erceg
29
5 8
68.0
4.52
4.2
0.52
0.49
1.24
0.26
0.6
0.5
9
0.5591968577168357
9_left
1948_right
9
Flyweight
10
Matheus Nicolau
N/A
19-5-1
19
5
1
Matheus Nicolau
31
5 6
66.0
3.62
3.19
0.66
0.52
1.38
0.45
0.93
0.8

Statistics

Average successful run time: 1 minute

Total run time: about 10 hours

Total cpu time used: about 3 hours

Total disk space used: 144 KB

History

  • Auto ran revision 616ae8ee and completed successfully .
    9 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    6 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    5 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    2 records updated in the database
  • Auto ran revision 616ae8ee and failed .
    nothing changed in the database
  • ...
  • Created on morph.io

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Scraper code

Python

ufc_top_15_rankings / scraper.py