There are a whole host of attributes that are important. It really depends on your style of play.
For example, assuming you are a conference side; you will find that physical stats are the most important. You need to be fitter than the rest and if you have more pace, regardless of position.
Then you have their technical stats that refer to the position they play in, like tackling, marking and positioning. Then these become important.
In the premiership technical skills are very important.
When it comes to deciding on who I want, I usually look at their physical, technical and mental stats, in that order depending on the league you are in.
For example, I want a winger who's good at crossing, beating his player, is hardworking and will close down and support the defense...then I look at :
Pace, off the ball, crossing, passing, decisions, determination, stamina, workrate, bravery and positioning. All other stats aren't as important, but if he fails this list he's out.
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