LCS Winter 2015 Split has just finished for League of Legends and it’s time to start crunching some numbers to see how these top ranked players compare to one-another. Several Disclaimers: This post is a big graph heavy, but I’ll try and explain each of them as much as possible; there might actually be some code that some of you might want to skim over; all data was gathered from the Fantasy LCS view that is given for Stat tracking, so data might not be as granular as I’d like and not many features to compare against.

Stats given from Fantasy LCS

  • Average Points per Game (AP)
  • Total Points for the Split (TP)
  • Kills (KI)
  • Deaths (DE)
  • Assist (AS)
  • Creep Score (SC)
  • +10 K/A (KA)
  • Multi-Kills (not used)

Omitted Stats: 

  • Players who didn’t play the majority of the Split were omitted from analysis, 12/18 Games Minimum

Continue reading “Gaming on Data – League of Legends LCS 2015 Winter Split – The Best Around by any (K-)Means Necessary”