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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

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A complete catalog of all the players in Fifa 2018 and their complete statistics

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# 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