The data was scrapped from the sofifa website using a python crawling script. Predicting playing position using player statistics.Age vs overall clustered by field position.Correlation matrix - attributes vs potential and overall.Variation of overall & potential by country for top countries.Through extensive football experience: the insights provided in our results, alongwith understanding, and contextualized information enables users to act smartly when playing FIFA, picking a better team for say Fantasy Premier league, or increase their betting odds. We have derived summary statistics for teams, clubs, & players. This uninterpreted data can be converted into information by analysing it. Insights and correlations between player value, wage, age, special attributes, and performance can be derived from the dataset. The data is scraped from the website by extracting the Player personal data, followed by Player IDs and their playing and style statistics. The project is for people who love data science and have grown up playing football and are FIFA enthusiasts. Furthermore, how do the players in this dataset compare against themselves in last year's dataset? Several insights and correlations between player value, wage, age, and performance can be derived from the dataset. The data has been crawled from the website. These are just basic examples, sky is the limit. Co-relate between Age and Overall ratingĬould prove of immense value to Fantasy Premier League enthusiasts.Analyse the team with the best dribbling speed.

Assess the strength of a team at a particular position.

Analyse which Club or National Team has the best-rated players.The data is scraped from the website by extracting the Player personal data and Player Ids and then the playing and style statistics. The dataset contains all the statistics and playing attributes of all the players in the Full version of FIFA 18. Player personal data like Nationality, Photo, Club, Age, Wage, Salary etc.Attributes include on all player style statistics like Dribbling, Aggression, GK Skills etc.

Attributes based on actual data of the latest EA's FIFA 18 game.

Dataset for people who love data science and have grown up playing FIFA.

Allplayer 2015