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', 'Tatsuro Taira', 'Muhammad Mokaev', 'Alex Perez', 'Manel Kape', 'Steve Erceg', 'Matheus Nicolau', 'Tim Elliott', 'Matt Schnell', 'Tagir Ulanbekov', 'Bruno Silva', 'Asu Almabayev'] ========== 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', 'Montel Jackson'] ========== 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', 'Diego Lopes', 'Bryce Mitchell', 'Dan Ige', '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', 'King 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', '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', 'Volkan Oezdemir', 'Khalil Rountree Jr.', 'Johnny Walker', 'Carlos Ulberg', 'Anthony Smith', 'Bogdan Guskov', 'Dominick Reyes', 'Azamat Murzakanov', 'Alonzo Menifield'] ========== Heavyweight Top 15 ['Tom Aspinall', 'Ciryl Gane', 'Alexander Volkov', 'Curtis Blaydes', 'Sergei Pavlovich', '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', 'Virna Jandiroba', 'Jéssica Andrade', 'Amanda Lemos', 'Marina Rodriguez', 'Mackenzie Dern', 'Amanda Ribas', 'Angela Hill', 'Loopy Godinez', 'Tabatha Ricci', 'Luana Pinheiro', 'Gillian Robertson', 'Iasmin Lucindo', 'Karolina Kowalkiewicz'] ========== Women's Flyweight Top 15 ['Valentina Shevchenko', 'Manon Fiorot', 'Erin Blanchfield', 'Maycee Barber', 'Rose Namajunas', 'Jéssica Andrade', 'Katlyn Cerminara', 'Natalia Silva', 'Amanda Ribas', 'Viviane Araújo', 'Karine Silva', 'Tracy Cortez', 'Ariane da Silva', 'Jasmine Jasudavicius', "Casey O'Neill"] ========== Women's Bantamweight Top 15 ['Julianna Peña', 'Ketlen Vieira', 'Kayla Harrison', 'Irene Aldana', 'Macy Chiasson', 'Mayra Bueno Silva', 'Holly Holm', 'Karol Rosa', 'Miesha Tate', '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 0.396696 0_left 2340_right 0 ... 0.47 0.60 0.40 1.1 1 0.404499 1_left 1777_right 1 ... 1.74 0.46 0.63 0.5 2 0.463931 2_left 77_right 2 ... 1.71 0.33 0.40 0.7 3 0.642880 3_left 1418_right 3 ... 0.63 0.33 0.88 0.0 4 0.472153 4_left 2805_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
0.3966963850262314
0_left
2340_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
0.404499158560677
1_left
1777_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
0.46393082966952404
2_left
77_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
0.6428796414408063
3_left
1418_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
0.47215324078090365
4_left
2805_right
4
Flyweight
5
Tatsuro Taira
N/A
16-0-0
16
0
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2023-12/TAIRA_TATSURO_L_12-09.png?itok=lYzc6l1z
Tatsuro Taira
24
5 7
70.0
3.56
1.7
0.47
0.65
2.35
0.47
0.62
2.1
5
0.4612914548012699
5_left
1773_right
5
Flyweight
6
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
6
0.35183970534011666
6_left
2203_right
6
Flyweight
7
Alex Perez
N/A
25-9-0
25
9
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2024-07/PEREZ_ALEX_L_06-15.png?itok=JuedQrBg
Alex Perez
32
5 6
65.0
4.19
3.2
0.58
0.46
2.04
0.46
0.77
0.8
7
0.4502851806544301
7_left
1394_right
7
Flyweight
8
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
8
0.4400640515483641
8_left
745_right
8
Flyweight
9
Steve Erceg
"Astroboy"
12-2-0
12
2
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
4.52
4.2
0.52
0.49
1.24
0.26
0.6
0.5
9
0.5592373165949334
9_left
1950_right
9
Flyweight
10
Matheus Nicolau
N/A
19-5-1
19
5
1
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2024-04/NICOLAU_MATHEUS_L_04-27.png?itok=4sUxYMxh
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 12 hours

Total cpu time used: about 3 hours

Total disk space used: 144 KB

History

  • Auto ran revision 616ae8ee and completed successfully .
    8 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 .
    1 record updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    152 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    3 records updated in the database
  • ...
  • Created on morph.io

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Scraper code

Python

ufc_top_15_rankings / scraper.py