jasonchanhku / ufc_top_15_rankings

Top 15 rankings of UFC for each weight class

README.md

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... skipping Men's Pound-for-Pound Top Rank Flyweight Top 15 ['Brandon Royval', 'Brandon Moreno', 'Amir Albazi', 'Kai Kara-France', 'Matheus Nicolau', 'Manel Kape', 'Muhammad Mokaev', 'Alex Perez', 'Tim Elliott', 'Steve Erceg', 'Matt Schnell', 'Tagir Ulanbekov', 'Tatsuro Taira', 'David Dvorak', 'Sumudaerji'] ========== Bantamweight Top 15 ['Merab Dvalishvili', 'Cory Sandhagen', 'Petr Yan', 'Marlon Vera', 'Henry Cejudo', 'Deiveson Figueiredo', 'Song Yadong', 'Rob Font', 'Umar Nurmagomedov', 'Kyler Phillips', 'Dominick Cruz', 'Mario Bautista', 'Jonathan Martinez', 'Pedro Munhoz', 'Ricky Simon'] ========== Featherweight Top 15 ['Alexander Volkanovski', 'Max Holloway', 'Brian Ortega', 'Yair Rodriguez', 'Movsar Evloev', 'Arnold Allen', 'Josh Emmett', 'Aljamain Sterling', 'Calvin Kattar', 'Giga Chikadze', 'Bryce Mitchell', 'Edson Barboza', 'Dan Ige', 'Diego Lopes', 'Sodiq Yusuff'] ========== Lightweight Top 15 ['Arman Tsarukyan', 'Charles Oliveira', 'Justin Gaethje', 'Dustin Poirier', 'Mateusz Gamrot', 'Beneil Dariush', 'Michael Chandler', 'Rafael Fiziev', 'Max Holloway', 'Renato Moicano', 'Dan Hooker', 'Jalin Turner', 'Benoît Saint Denis', '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', 'Michael Page', 'Vicente Luque', 'Kevin Holland'] ========== Middleweight Top 15 ['Sean Strickland', 'Israel Adesanya', 'Robert Whittaker', 'Jared Cannonier', 'Marvin Vettori', 'Brendan Allen', 'Paulo Costa', 'Nassourdine Imavov', 'Roman Dolidze', 'Jack Hermansson', 'Khamzat Chimaev', 'Anthony Hernandez', 'Paul Craig', 'Caio Borralho', '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', 'Ryan Spann', 'Alonzo Menifield', 'Azamat Murzakanov', 'Dominick Reyes', 'Vitor Petrino'] ========== Heavyweight Top 15 ['Tom Aspinall', 'Ciryl Gane', 'Sergei Pavlovich', 'Stipe Miocic', 'Curtis Blaydes', 'Alexander Volkov', 'Jailton Almeida', 'Marcin Tybura', 'Serghei Spivac', 'Tai Tuivasa', 'Jairzinho Rozenstruik', 'Derrick Lewis', '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', 'Luana Pinheiro', 'Loopy Godinez', 'Tabatha Ricci', 'Angela Hill', 'Karolina Kowalkiewicz', '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', 'Ariane Lipski', 'Karine Silva', "Casey O'Neill", 'Miranda Maverick'] ========== 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 0.396173 0_left 2324_right 0 ... 0.47 0.60 0.40 1.1 1 0.403976 1_left 1765_right 1 ... 1.74 0.46 0.63 0.5 2 0.464933 2_left 76_right 2 ... 1.71 0.33 0.40 0.7 3 0.642685 3_left 1410_right 3 ... 0.63 0.33 0.88 0.0 4 0.558589 4_left 1938_right 4 ... 1.48 0.45 0.93 0.9 [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
0.39617291781090636
0_left
2324_right
0
Flyweight
1
Brandon Royval
"Raw Dawg"
16-7-0
16
7
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2024-01/ROYVAL_BRANDON_L_12-16.png?itok=vWmy1bNl
Brandon Royval
32
5 9
68.0
4.33
3.42
0.46
0.36
0.47
0.6
0.4
1.1
1
0.40397569134535194
1_left
1765_right
1
Flyweight
2
Brandon Moreno
"The Assassin Baby"
21-8-2
21
8
2
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2022-07/MORENO_BRANDON_L_06-12.png?itok=-Gi9L7O0
Brandon Moreno
31
5 7
70.0
3.87
3.63
0.59
0.44
1.74
0.46
0.63
0.5
2
0.4649326121395549
2_left
76_right
2
Flyweight
3
Amir Albazi
"The Prince"
17-1-0
17
1
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2023-06/ALBAZI_AMIR_L_06-03.png?itok=JaNXVxm3
Amir Albazi
31
5 5
68.0
2.8
3.07
0.63
0.39
1.71
0.33
0.4
0.7
3
0.6426853995164998
3_left
1410_right
3
Flyweight
4
Kai Kara-France
"Don't Blink"
24-11-0
24
11
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2023-06/KARA-FRANCE_KAI_L_07-30.png?itok=d8HO2jBS
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
0.5585894413404886
4_left
1938_right
4
Flyweight
5
Matheus Nicolau
N/A
19-4-1
19
4
1
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2024-01/NICOLAU_MATHEUS_L_01-13.png?itok=UjdZVGtQ
Matheus Nicolau
31
5 6
66.0
3.66
3.14
0.66
0.53
1.48
0.45
0.93
0.9
5
0.44976171343910504
5_left
1387_right
5
Flyweight
6
Manel Kape
"StarBoy"
19-6-0
19
6
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2023-09/KAPE_MANEL_L_09-09.png?itok=aEvvQ_-y
Manel Kape
31
5 5
68.0
5.12
4.51
0.59
0.54
0.65
0.37
0.77
0.4
6
0.4607679875859449
6_left
1761_right
6
Flyweight
7
Muhammad Mokaev
"The Punisher"
12-0-0
12
0
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2022-03/911ce7a0-a97f-497c-9a2d-b3bbfa3e50d8%252FMOKAEV_MUHAMMAD_L_03-19.png?itok=4J_mStsT
Muhammad Mokaev
24
5 7
70.0
1.53
1.36
0.57
0.48
5.75
0.41
0.0
1.0
7
0.3513162381247916
7_left
2187_right
7
Flyweight
8
Alex Perez
N/A
24-8-0
24
8
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2024-02/PEREZ_ALEX_L_03-02.png?itok=fS-IUh_B
Alex Perez
32
5 6
65.0
4.12
3.14
0.59
0.46
2.26
0.44
0.82
1.0
8
0.3829082508551718
8_left
772_right
8
Flyweight
9
Tim Elliott
N/A
21-13-1
21
13
1
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2023-12/ELLIOTT_TIM_L_12-09.png?itok=j4k6sbTK
Tim Elliott
38
5 7
66.0
3.39
2.66
0.56
0.44
3.73
0.47
0.59
1.0
9
0.43954058433303905
9_left
740_right
9
Flyweight
10
Steve Erceg
"Astroboy"
12-1-0
12
1
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2023-11/ERCEG_STEVEN_L_11-11.png?itok=tur1elen
Steve Erceg
29
5 8
68.0
4.57
3.64
0.55
0.48
1.69
0.3
0.77
0.8

Statistics

Average successful run time: 1 minute

Total run time: about 8 hours

Total cpu time used: about 2 hours

Total disk space used: 144 KB

History

  • Auto ran revision 616ae8ee and completed successfully .
    2 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    2 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    3 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    56 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    18 records updated in the database
  • ...
  • Created on morph.io

Show complete history

Scraper code

Python

ufc_top_15_rankings / scraper.py