analysis of mythic+ dungeon and class balance using the raider.io api
the goal of this is to look at comparative dungeon + class balance so far
run get_data.py first, then analysis.py
Dungeon Scores: Fortified, Sanguine, Necrotic, Infested
mean dungeon
79.28 Freehold
78.74 Atal'dazar
75.88 The Underrot
73.65 Siege of Boralus
72.33 Waycrest Manor
70.64 Tol Dagor
70.06 Kings' Rest
68.44 Shrine of the Storm
66.99 Temple of Sethraliss
64.30 The MOTHERLODE!!
Spec Scores: Fortified, Sanguine, Necrotic, Infested
lcb spec mean n
71.64 Protection Paladin 73.98 119
70.97 Brewmaster Monk 73.69 99
70.53 Blood Death Knight 71.95 371
69.17 Vengeance Demon Hunter 71.44 139
64.77 Protection Warrior 68.84 33
63.43 Guardian Druid 67.42 39
72.27 Mistweaver Monk 74.93 102
71.87 Restoration Shaman 75.71 46
71.75 Discipline Priest 73.43 262
70.46 Restoration Druid 72.61 153
67.51 Holy Paladin 69.65 145
63.39 Holy Priest 65.79 92
72.23 Subtlety Rogue 74.30 146
69.51 Havoc Demon Hunter 71.11 265
69.43 Arms Warrior 71.70 152
69.14 Outlaw Rogue 70.84 263
68.63 Windwalker Monk 72.14 77
68.50 Unholy Death Knight 73.83 29
68.43 Assassination Rogue 72.86 43
66.87 Retribution Paladin 69.44 95
66.08 Frost Death Knight 72.73 19
64.80 Enhancement Shaman 70.19 17
63.52 Fury Warrior 69.86 17
61.33 Survival Hunter 70.00 11
46.36 Feral Druid 77.16 3
74.27 Balance Druid 76.33 150
71.34 Affliction Warlock 73.33 188
71.07 Frost Mage 72.34 439
69.57 Beast Mastery Hunter 71.19 259
68.78 Destruction Warlock 73.36 40
67.48 Shadow Priest 72.69 20
66.52 Elemental Shaman 73.30 13
65.04 Arcane Mage 68.84 37
59.84 Demonology Warlock 65.04 8
51.49 Marksmanship Hunter 61.29 6
nan Fire Mage 60.99 1
methodology is looking at the top 20 dungeon runs for each dungeon, in each of four regions: us, eu, tw, kr -- the mean is simply the mean of all scores for a dungeon or a spec (each dungeon has an n of 80, but spec distribution varies widely)
'lcb' in the spec scores = "lower 95% confidence bound" -- i.e. given some specs don't have many people playing them at a high level, chose to sort by that instead of the mean