Fifa23
Hugging FaceAbout this dataset Context The datasets provided include the players data for the Career Mode from FIFA 15 to FIFA 23. The data allows multiple comparisons for the same players across the last 9 versions of the video game. Some ideas of possible analysis: Historical comparison between Messi and Ronaldo (what skill attributes changed the most during time - compared to real-life stats); Ideal budget to create a competitive team (at the level of top n teams in Europe) and… See the full description on the dataset page: https://huggingface.co/datasets/jsulz/FIFA23.
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Data preview
500 rows · 113 columns · showing first 12| # | coach_id float | coach_url text | short_name text | long_name text | dob text | nationality_id integer | nationality_name text | face_url text | player_id float | player_url text | fifa_version float | fifa_update float | fifa_update_date text | player_positions text | overall float | potential float | value_eur float | wage_eur float | age float | height_cm float | weight_kg float | league_id float | league_name text | league_level float | club_team_id float | club_name text | club_position text | club_jersey_number float | club_loaned_from text | club_joined_date text | club_contract_valid_until_year float | nation_team_id float | nation_position text | nation_jersey_number float | preferred_foot text | weak_foot float | skill_moves float | international_reputation float | work_rate text | body_type text | real_face text | release_clause_eur float | player_tags text | player_traits text | pace float | shooting float | passing float | dribbling float | defending float | physic float | attacking_crossing float | attacking_finishing float | attacking_heading_accuracy float | attacking_short_passing float | attacking_volleys float | skill_dribbling float | skill_curve float | skill_fk_accuracy float | skill_long_passing float | skill_ball_control float | movement_acceleration float | movement_sprint_speed float | movement_agility float | movement_reactions float | movement_balance float | power_shot_power float | power_jumping float | power_stamina float | power_strength float | power_long_shots float | mentality_aggression float | mentality_interceptions float | mentality_positioning float | mentality_vision float | mentality_penalties float | mentality_composure float | defending_marking_awareness float | defending_standing_tackle float | defending_sliding_tackle float | goalkeeping_diving float | goalkeeping_handling float | goalkeeping_kicking float | goalkeeping_positioning float | goalkeeping_reflexes float | goalkeeping_speed float | ls text | st text | rs text | lw text | lf text | cf text | rf text | rw text | lam text | cam text | ram text | lm text | lcm text | cm text | rcm text | rm text | lwb text | ldm text | cdm text | rdm text | rwb text | lb text | lcb text | cb text | rcb text | rb text | gk text | player_face_url text |
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| 1 | 2079 | /coach/2079/gareth-taylor/ | G. Taylor | Gareth Taylor | 1973-02-25 | 50 | Wales | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2 | 94303 | /coach/94303/fabrice-abriel/ | F. Abriel | Fabrice Abriel | 1979-07-06 | 18 | France | https://cdn.sportmonks.com/images/soccer/players/31/94303.png | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 3 | 94451 | /coach/94451/frederic-biancalani/ | F. Biancalani | Frédéric Biancalani | 1974-07-21 | 18 | France | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 4 | 455803 | /coach/455803/andries-jonker/ | A. Jonker | Andries Jonker | 1962-09-22 | 34 | Netherlands | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 5 | 464820 | /coach/464820/corinne-diacre/ | C. Diacre | Corinne Diacre | 1974-08-04 | 18 | France | https://cdn.sportmonks.com/images/soccer/players/20/464820.png | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 6 | 466607 | /coach/466607/xiuquan-jia/ | X. Jia | Xiuquan Jia | 1963-03-23 | 155 | China PR | https://cdn.sportmonks.com/images/soccer/players/15/466607.png | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 7 | 529478 | /coach/529478/yannick-chandioux/ | Y. Chandioux | Yannick Chandioux | 1975-09-01 | 18 | France | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 8 | 15434001 | /coach/15434001/jonas-eidevall/ | J. Eidevall | Jonas Eidevall | 1983-01-28 | 46 | Sweden | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 9 | 19282261 | /coach/19282261/patrice-lair/ | P. Lair | Patrice Lair | 1961-06-16 | 18 | France | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 10 | 26313202 | /coach/26313202/sandrine-soubeyrand/ | S. Soubeyrand | Sandrine Soubeyrand | 1973-08-16 | 18 | France | https://cdn.sportmonks.com/images/soccer/players/18/26313202.png | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 11 | 32431129 | /coach/32431129/emma-hayes/ | E. Hayes | Emma Hayes | 1976-10-18 | 14 | England | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 12 | 32431137 | /coach/32431137/kelly-chambers/ | K. Chambers | Kelly Chambers | 14 | England |
Auto-generated charts
Fifa23: 500 rows by 113 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Charts
fifa_version over time
Trend of fifa_version, fifa_update, overall across fifa_update_date.
Total value_eur by nationality_name
Top nationality_name values ranked by summed value_eur.
fifa_version vs fifa_update
fifa_version vs fifa_update, coloured by face_url.
Distribution of value_eur
Histogram of value_eur values.
Correlation of numeric columns
Pearson correlation between numeric columns.
Interesting queries to try
Columns
- coach_id numeric
- coach_url text
- short_name text
- long_name text
- dob text
- nationality_id numeric
- nationality_name text
- face_url text