English Premier League (EPL) - Player Stats

English Premier League (EPL) Player Stats -- 2024/2025

General Introduction: This dataset is from Kaggle and it contains information 20 EPL players and their stats during the 2024-2025 season.

Interest/Goal: Using this dataset, we explore players' brief statistics

Player Name	Club	Appearances	Goals	Assists	Goals per Game
Mohamed Salah	Liverpool	38	29	18	0.76
Alexander Isak	Newcastle United	34	23	0	0.68
Erling Haaland	Manchester City	31	22	3	0.71
Bryan Mbeumo	Brentford	38	20	7	0.53
Chris Wood	Nottingham Forest	36	20	3	0.56
Yoane Wissa	Brentford	35	19	0	0.54
Ollie Watkins	Aston Villa	38	16	8	0.42
Matheus Cunha	Wolverhampton Wanderers	33	15	6	0.45
Cole Palmer	Chelsea	37	15	8	0.41
Jean-Philippe Mateta	Crystal Palace	37	14	2	0.38
Danny Welbeck	Brighton Hove Albion	30	10	0	0.33
João Pedro	Brighton Hove Albion	27	10	0	0.37
Kaoru Mitoma	Brighton Hove Albion	36	10	4	0.28
Cody Gakpo	Liverpool	35	10	4	0.29
Nicolas Jackson	Chelsea	30	10	5	0.33
Tomás Soucek	West Ham United	35	9	0	0.26
Jamie Vardy	Leicester City	35	9	0	0.26
Iliman Ndiaye	Everton	33	9	0	0.27
Dominic Solanke	Tottenham Hotspur	27	9	3	0.33
Alex Iwobi	Fulham	38	9	0	0.24

Data1.1 Top 20 EPL players

Appearances: The number of league matches a player has participated in during the season.
Goals: The total number of times the player has scored.
Assists: The number of passes or actions by a player that directly lead to a teammate scoring.
Goals per Game: A measure of scoring efficiency, calculated by dividing goals by appearances.
Club: The English Premier League team the player represents in the 2024–2025 season.

Player Name	Club	Appearances	Goals	Goals per Game
1. Mohamed Salah	Liverpool	38	29	0.76
2. Erling Haaland	Manchester City	31	22	0.71
3. Alexander Isak	Newcastle United	34	23	0.68