https://github.com/saidsef/ff18

A complete catalog of all the players in Fifa 2018 and their complete statistics
https://github.com/saidsef/ff18

data-analysis data-visualization fifa18 machine-learning machine-learning-algorithms world-cup-2018 world-cup-ranking

Last synced: 2 months ago
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A complete catalog of all the players in Fifa 2018 and their complete statistics

• Host: GitHub
• URL: https://github.com/saidsef/ff18
• Owner: saidsef
• License: mit
• Created: 2018-06-19T05:59:19.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2020-09-19T15:11:30.000Z (over 5 years ago)
• Last Synced: 2025-03-04T18:19:31.255Z (11 months ago)
• Topics: data-analysis, data-visualization, fifa18, machine-learning, machine-learning-algorithms, world-cup-2018, world-cup-ranking
• Language: Jupyter Notebook
• Size: 43.7 MB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

Awesome Lists containing this project

README

          
# FF18 - FIFA 2018 World Cup

Original idea is from this [GitHub Repo](https://github.com/amanthedorkknight/fifa18-all-player-statistics). 

I did an in-depth analysis and visualization on the FIFA 2018 dataset. The end goal is to predict the best possible top 10 international squad at the upcoming World Cup. 

## Data Source

The data is scraped from the website [SOFIFA](https://sofifa.com) by extracting the Player personal data and Player Ids and then the playing and style statistics.

## Data Features and Labels

  

    

      

      0

    

  

  

    

      Unnamed: 0

      0

    

    

      Unnamed: 0_x

      0

    

    

      ID_x

      158023

    

    

      Name

      L. Messi

    

    

      Age

      30

    

    

      Photo

      https://cdn.sofifa.org/sm/18/players/158023.png

    

    

      Nationality

      Argentina

    

    

      Flag

      https://cdn.sofifa.org/flags/52.png

    

    

      Overall

      94

    

    

      Potential

      94

    

    

      Club

      FC Barcelona

    

    

      Club Logo

      https://cdn.sofifa.org/xs/18/teams/241.png

    

    

      Value

      €118.5M

    

    

      Wage

      €565K

    

    

      Special

      2161

    

    

      Position

      CF|ST|RW

    

    

      Unnamed: 0_y

      0

    

    

      Acceleration

      92

    

    

      Aggression

      48

    

    

      Agility

      90

    

    

      Balance

      95

    

    

      Ball Control

      96

    

    

      Composure

      97

    

    

      Crossing

      77

    

    

      Curve

      90

    

    

      Dribbling

      97

    

    

      FK Accuracy

      92

    

    

      Finishing

      95

    

    

      GK Diving

      6

    

    

      GK Handling

      11

    

    

      GK Kicking

      15

    

    

      GK Positioning

      14

    

    

      GK Reflexes

      8

    

    

      Heading Accuracy

      71

    

    

      ID_y

      158023

    

    

      Interceptions

      22

    

    

      Jumping

      67

    

    

      Long Passing

      87

    

    

      Long Shots

      88

    

    

      Marking

      13

    

    

      Penalties

      75

    

    

      Positioning

      93

    

    

      Reactions

      95

    

    

      Short Passing

      88

    

    

      Shot Power

      85

    

    

      Sliding Tackle

      26

    

    

      Sprint Speed

      87

    

    

      Stamina

      73

    

    

      Standing Tackle

      28

    

    

      Strength

      59

    

    

      Vision

      92

    

    

      Volleys

      86