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', 'Alex Perez', 'Muhammad Mokaev', 'Manel Kape', 'Matheus Nicolau', 'Steve Erceg', 'Tim Elliott', 'Matt Schnell', 'Tagir Ulanbekov', 'Tatsuro Taira', 'Sumudaerji', 'David Dvorak'] ========== 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', 'Dominick Cruz', 'Mario Bautista', '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', 'Edson Barboza', 'Bryce Mitchell', 'Dan Ige', 'Diego Lopes', 'Sodiq Yusuff'] ========== 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', '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', 'Jack Hermansson', 'Khamzat Chimaev', 'Roman Dolidze', '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', 'Alonzo Menifield', 'Bogdan Guskov', 'Azamat Murzakanov', 'Dominick Reyes', 'Ryan Spann'] ========== Heavyweight Top 15 ['Tom Aspinall', 'Ciryl Gane', 'Sergei Pavlovich', 'Curtis Blaydes', 'Stipe Miocic', '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', 'Iasmin Lucindo', 'Michelle Waterson-Gomez', 'Karolina Kowalkiewicz'] ========== 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", 'Miranda Maverick'] ========== Women's Bantamweight Top 15 ['Julianna Peña', 'Ketlen Vieira', 'Mayra Bueno Silva', 'Kayla Harrison', 'Irene Aldana', 'Holly Holm', 'Macy Chiasson', '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 0.396218 0_left 2326_right 0 ... 0.47 0.60 0.40 1.1 1 0.404021 1_left 1765_right 1 ... 1.74 0.46 0.63 0.5 2 0.464978 2_left 75_right 2 ... 1.71 0.33 0.40 0.7 3 0.642753 3_left 1411_right 3 ... 0.63 0.33 0.88 0.0 4 0.351362 4_left 2189_right 4 ... 2.06 0.44 0.82 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
0.39621823669339573
0_left
2326_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
0.4040210102278413
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
0.46497793102204427
2_left
75_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
0.6427533778402339
3_left
1411_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
0.351361557007281
4_left
2189_right
4
Flyweight
5
Alex Perez
N/A
25-8-0
25
8
0
https://dmxg5wxfqgb4u.cloudfront.net/styles/athlete_bio_full_body/s3/2024-05/PEREZ_ALEX_L_04-27.png?itok=fWOjsCYK
Alex Perez
32
5 6
65.0
4.1
3.13
0.59
0.45
2.06
0.44
0.82
0.9
5
0.46081330646843427
5_left
1761_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
0.4498070323215944
6_left
1388_right
6
Flyweight
7
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
7
0.558646114327662
7_left
1938_right
7
Flyweight
8
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
8
0.43958590321552843
8_left
741_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
0.38295356973766115
9_left
773_right
9
Flyweight
10
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

Statistics

Average successful run time: 1 minute

Total run time: about 9 hours

Total cpu time used: about 2 hours

Total disk space used: 144 KB

History

  • Auto ran revision 616ae8ee and completed successfully .
    165 records updated in the database
  • Auto ran revision 616ae8ee and completed successfully .
    4 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 .
    nothing changed in the database
  • Auto ran revision 616ae8ee and completed successfully .
    6 records updated in the database
  • ...
  • Created on morph.io

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Scraper code

Python

ufc_top_15_rankings / scraper.py