Golden Shoes Aubameyang vs Mane vs. and Mohamed Salah

Three players finished as top scorers in the 2018/19 Premier League. The three players scored 22 goals together. One player came from Arsenal, namely Pierre-Emerick Aubameyang. Liverpool 'represented' by two names, namely Sadio Mane and Mohamed Salah.

Aubameyang, Mane and Salah each scored 22 goals, winning one goal over Sergio Aguero from the championship side Manchester City.

There are three players who won the Golden Shoes. If one has to be chosen, who is the most appropriate?
Opinions with themes around 'appropriateness' circulated quite heavily on social media. Some consider that Mane is the most appropriate, because he scored 22 goals without a single from the penalty spot - not like Aubameyang or Salah.

There are also those who consider that Mane is ranked lowest among the three top scorers. The reason, besides scoring the same number of goals, Aubameyang and Salah also contributed more assists.
Statistical Comparison
For more details, let's look at each player's statistics from the official Premier League website. After that, decide for yourself.

Pierre-Emerick Aubameyang (Arsenal) in the 2018/19 Premier League

Appearance: 36
Goals: 22
Goals per match: 0.61
Header goal: 0
Goals of the right foot: 20
Left foot goal: 2
Penalty goal: 4
Free kick goal: 0
Shot: 94
Shots on target: 40
Shot accuracy: 43%
Opportunity for missed gold: 23
Assist: 5
Yellow card: 0
Red card: 0.
Sadio Mane (Liverpool) in the 2018/19 Premier League

Appearance: 36
Goals: 22
Goals per match: 0.61
Header goal: 6
Goals of the right foot: 11
Left foot goal: 5
Penalty goal: 0
Free kick goal: 0
Shot: 87
Shots on target: 42
Shot accuracy: 48%
Opportunities for gold missed: 11
Assist: 1
Yellow card: 2
Red card: 0.
Mohamed Salah (Liverpool) in the 2018/19 Premier League

Appearance: 38
Goals: 22
Goals per game: 0.58
Header goal: 0
Right foot goal: 4
Left foot goal: 18
Penalty goal: 3
Free kick goal: 0
Shot: 137
Shots on target: 64
Shot accuracy: 47%
Opportunity for missed gold: 16
Assist: 8
Yellow card: 1
Red card: 0.
http://sports.unisda.ac.id/

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