<jupyter_start><jupyter_text>Have a look on data<jupyter_code>import nbimporter
from utils import FIFA
football = '../data/fifa/fifa_2018.csv'
data = FIFA.load(football)
data.head()
print (type(data.loc[0]))
print (dict(data.loc[0].items()))
print (data.club.unique())<jupyter_output>['Real Madrid CF' 'FC Barcelona' 'Paris Saint-Germain' 'FC Bayern Munich'
 'Manchester United' 'Chelsea' 'Juventus' 'Manchester City' 'Arsenal'
 'Atlético Madrid' 'Borussia Dortmund' 'Milan' 'Tottenham Hotspur'
 'Napoli' 'Inter' 'Liverpool' 'Roma' 'Beşiktaş JK' 'AS Monaco'
 'Bayer 04 Leverkusen' 'AS Saint-Étienne' 'Athletic Club de Bilbao'
 '1. FC Köln' 'Villarreal CF' 'FC Schalke 04' 'Atalanta' 'RB Leipzig'
 'Real Sociedad' 'Torino' 'Sporting CP' 'Leicester City' 'Southampton'
 'FC Porto' 'UD Las Palmas' 'Olympique Lyonnais' 'Lazio' 'Genoa' 'Everton'
 'RC Celta de Vigo' 'Valencia CF' nan 'Sevilla FC' 'Toronto FC'
 'Borussia Mönchengladbach' 'Olympique de Marseille' 'SL Benfica'
 'RCD Espanyol' 'OGC Nice' 'Spartak Moscow' 'Swansea City' 'Sassuolo'
 'TSG 1899 Hoffenheim' 'Stoke City' 'Shakhtar Donetsk' 'West Ham United'
 'SV Werder Bremen' 'Watford' 'Galatasaray SK' 'Lokomotiv Moscow'
 'Zenit St. Petersburg' 'Bournemouth' 'Sampdoria' 'Antalyaspor'
 'Girondins de Bordeaux' 'VfL Wolfsburg[...]
{'fraction_non_alphanumeric': 0.14274631497284718, 'fraction_numerical': 0.011636927851047323, 'mean_word_length': 6.087912087912088, 'pattern_counts': {'":': 0, '<': 4, '<?xml version=': 0, '>': 4, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'chain_length': '1', 'dir': 'jupyter-structured-clean-dedup', 'id': '38497', 'license': 'MIT', 'n_tokens_mistral': 545, 'n_tokens_neox': 522, 'n_words': 146, 'path': 'game/explore.ipynb', 'repo_name': 'layachisara/mastercobra', 'size': '1289'}