Exploratory Data Analysis of football data containing various tournaments played between 1972 up to 2019
- result.csv file contains the raw data having following features: a. date - date of the match b. home_team - the name of the home team c. away_team - the name of the away team d. home_score - full-time home team score including extra time, not including penalty-shootouts e. away_score - full-time away team score including extra time, not including penalty-shootouts f. tournament - the name of the tournament g. city - the name of the city/town/administrative unit where the match was played h. country - the name of the country where the match was played i. neutral - TRUE/FALSE column indicating whether the match was played at a neutral venue
- FIFA_process_data.py file contains preprocessing done on raw data from result.csv and saved in process_data.csv
- FIFA_EDA.ipynb file gives the walkthrough over Exploratory Data Analysis of different scenarios
The credit for dataset used for training goes to https://www.kaggle.com/martj42/international-football-results-from-1872-to-2017