284 lines
19 KiB
Python
284 lines
19 KiB
Python
# Demo script showing bias in VT and ER boss shuffle algorithms, with proposed fixes.
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import random
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boss_location_list = [
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'GT_top',
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'GT_mid',
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'TH',
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'SW',
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'EP',
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'DP',
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'PD',
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'SP',
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'TT',
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'IP',
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'MM',
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'TR',
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'GT_bot'
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]
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entrance_rando_boss_location_list = [
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'GT_top',
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'TH',
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'SW',
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'GT_mid',
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'EP',
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'DP',
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'PD',
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'SP',
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'TT',
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'IP',
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'MM',
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'TR',
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'GT_bot'
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]
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boss_list = [
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'Armos',
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'Lanmo',
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'Moldorm',
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'Helma',
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'Arrghus',
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'Moth',
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'Blind',
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'Khold',
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'Vitty',
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'Trinexx'
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]
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results_dict = {
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'GT_top': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'GT_mid': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'TH': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'SW': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'EP': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'DP': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'PD': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'SP': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'TT': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'IP': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'MM': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'TR': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0},
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'GT_bot': {'Armos': 0, 'Lanmo': 0, 'Moldorm': 0, 'Helma': 0, 'Arrghus': 0, 'Moth': 0, 'Blind': 0, 'Khold': 0, 'Vitty': 0, 'Trinexx': 0}
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}
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def can_place_boss(boss:str, dungeon_name: str) -> bool:
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if (dungeon_name == 'GT_top'):
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if boss in {'Armos', 'Arrghus', 'Blind', 'Trinexx', 'Lanmo'}:
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return False
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elif (dungeon_name == 'GT_mid'):
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if boss == 'Blind':
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return False
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elif (dungeon_name == 'TH'):
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if boss in {'Armos', 'Arrghus', 'Blind', 'Trinexx', 'Lanmo'}:
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return False
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elif (dungeon_name == 'SW'):
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if boss == 'Trinexx':
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return False
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return True
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def resetresults():
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for boss_location in boss_location_list:
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for boss in boss_list:
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results_dict[boss_location][boss] = 0
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def printresults(iterations):
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for boss_location in boss_location_list:
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print("Location: " + boss_location.ljust(6) + ' ', end='')
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for boss in boss_list:
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percentagestr = "{0:.2%}".format(results_dict[boss_location][boss] / iterations)
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print(boss + ": " + percentagestr.rjust(6) + ' ', end='')
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restrictive_count = results_dict[boss_location]['Armos'] + results_dict[boss_location]['Arrghus'] + results_dict[boss_location]['Blind'] + results_dict[boss_location]['Trinexx'] + results_dict[boss_location]['Lanmo']
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restrictive_pct = "{0:.2%}".format(restrictive_count / iterations)
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nonrestrictive_count = results_dict[boss_location]['Moldorm'] + results_dict[boss_location]['Helma'] + results_dict[boss_location]['Moth'] + results_dict[boss_location]['Khold'] + results_dict[boss_location]['Vitty']
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nonrestrictive_pct = "{0:.2%}".format(nonrestrictive_count / iterations)
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print("Restrictive: " + restrictive_pct.rjust(7) + " Non-restrictive: " + nonrestrictive_pct.rjust(7))
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# Demonstration of reshuffle algorithm at:
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# https://github.com/sporchia/alttp_vt_randomizer/blob/master/app/Randomizer.php#L399
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def vt(reshuffle):
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for i in range(iterations):
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dupes = random.sample(boss_list, 3)
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temp_full_boss_list = boss_list + dupes
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shuffled_boss_list = temp_full_boss_list.copy()
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random.shuffle(shuffled_boss_list)
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for boss_location in boss_location_list:
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boss = shuffled_boss_list.pop(0)
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while (not can_place_boss(boss, boss_location)):
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shuffled_boss_list.append(boss)
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# Proposed fix
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if reshuffle:
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random.shuffle(shuffled_boss_list)
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boss = shuffled_boss_list.pop(0)
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results_dict[boss_location][boss] = results_dict[boss_location][boss] + 1
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# Demonstration of reshuffle algorithm at:
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# https://github.com/KevinCathcart/ALttPEntranceRandomizer/blob/Dev/Bosses.py#L203
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def er(reshuffle):
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for i in range(iterations):
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dupes = random.sample(boss_list, 3)
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temp_full_boss_list = boss_list + dupes
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shuffled_boss_list = temp_full_boss_list.copy()
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random.shuffle(shuffled_boss_list)
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for boss_location in entrance_rando_boss_location_list:
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boss = next((b for b in shuffled_boss_list if can_place_boss(b, boss_location)), None)
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shuffled_boss_list.remove(boss)
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results_dict[boss_location][boss] = results_dict[boss_location][boss] + 1
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# Proposed fix
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if reshuffle:
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random.shuffle(shuffled_boss_list)
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def er_unique():
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for i in range(iterations):
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temp_full_boss_list = boss_list
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moldorm2 = random.choice([b for b in boss_list
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if b not in ["Armos", "Arrghus", "Blind", "Trinexx", "Lanmo"]])
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lanmo2 = random.choice([b for b in boss_list
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if b not in [moldorm2, "Blind"]])
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armos2 = random.choice([b for b in boss_list if b not in [moldorm2, lanmo2]])
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gt_bosses = [moldorm2, lanmo2, armos2]
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shuffled_boss_list = temp_full_boss_list.copy()
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for boss_location in entrance_rando_boss_location_list:
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if '_' in boss_location:
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boss = random.choice([b for b in gt_bosses if can_place_boss(b, boss_location)])
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gt_bosses.remove(boss)
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else:
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boss = random.choice([b for b in shuffled_boss_list if can_place_boss(b, boss_location)])
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shuffled_boss_list.remove(boss)
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results_dict[boss_location][boss] += 1
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def er_unique_chaos():
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for i in range(iterations):
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temp_full_boss_list = boss_list
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shuffled_boss_list = temp_full_boss_list.copy()
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for boss_location in entrance_rando_boss_location_list:
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if '_' in boss_location:
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boss = random.choice(b for b in boss_list if can_place_boss(b, boss_location))
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else:
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boss = random.choice(b for b in shuffled_boss_list if can_place_boss(b, boss_location))
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shuffled_boss_list.remove(boss)
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results_dict[boss_location][boss] += 1
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if __name__ == '__main__':
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iterations = 100000
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# reshuffle = False
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#
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# vt(reshuffle)
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#
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# print("Original results:")
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#
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# printresults(iterations)
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# resetresults()
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#
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# reshuffle = True
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#
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# vt(reshuffle)
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#
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# print("")
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# print("Reshuffled results:")
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#
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# printresults(iterations)
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# resetresults()
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#
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# #ER
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# reshuffle = False
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# er(reshuffle)
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#
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# print("")
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# print("ER Original results:")
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#
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# printresults(iterations)
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# resetresults()
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#
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# reshuffle = True
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# er(reshuffle)
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#
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# print("")
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# print("ER Reshuffled results:")
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#
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# printresults(iterations)
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# resetresults()
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er_unique()
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print("")
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print("ER Unique results:")
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printresults(iterations)
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resetresults()
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er_unique_chaos()
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print("")
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print("ER Chaos results:")
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printresults(iterations)
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# Results:
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#Original results:
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#Location: GT_top Armos: 0.00% Lanmo: 0.00% Moldorm: 20.00% Helma: 19.89% Arrghus: 0.00% Moth: 20.01% Blind: 0.00% Khold: 20.14% Vitty: 19.96% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: GT_mid Armos: 11.05% Lanmo: 11.16% Moldorm: 11.00% Helma: 11.35% Arrghus: 11.07% Moth: 11.00% Blind: 0.00% Khold: 11.01% Vitty: 11.20% Trinexx: 11.15% Restrictive: 44.43% Non-restrictive: 55.57%
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#Location: TH Armos: 0.00% Lanmo: 0.00% Moldorm: 20.06% Helma: 19.95% Arrghus: 0.00% Moth: 20.07% Blind: 0.00% Khold: 19.88% Vitty: 20.05% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: SW Armos: 11.30% Lanmo: 11.04% Moldorm: 11.30% Helma: 10.95% Arrghus: 11.09% Moth: 11.04% Blind: 11.15% Khold: 11.15% Vitty: 10.98% Trinexx: 0.00% Restrictive: 44.59% Non-restrictive: 55.42%
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#Location: EP Armos: 9.89% Lanmo: 9.90% Moldorm: 10.02% Helma: 9.97% Arrghus: 10.17% Moth: 9.98% Blind: 9.95% Khold: 10.16% Vitty: 9.90% Trinexx: 10.07% Restrictive: 49.97% Non-restrictive: 50.03%
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#Location: DP Armos: 9.98% Lanmo: 10.09% Moldorm: 9.97% Helma: 9.95% Arrghus: 10.17% Moth: 10.01% Blind: 9.87% Khold: 10.02% Vitty: 9.88% Trinexx: 10.04% Restrictive: 50.16% Non-restrictive: 49.84%
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#Location: PD Armos: 10.12% Lanmo: 9.96% Moldorm: 9.85% Helma: 9.90% Arrghus: 10.31% Moth: 9.91% Blind: 9.96% Khold: 9.87% Vitty: 9.94% Trinexx: 10.17% Restrictive: 50.52% Non-restrictive: 49.48%
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#Location: SP Armos: 10.41% Lanmo: 10.35% Moldorm: 9.61% Helma: 9.66% Arrghus: 10.29% Moth: 9.60% Blind: 10.47% Khold: 9.67% Vitty: 9.53% Trinexx: 10.42% Restrictive: 51.93% Non-restrictive: 48.07%
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#Location: TT Armos: 11.04% Lanmo: 10.98% Moldorm: 8.86% Helma: 8.95% Arrghus: 10.98% Moth: 9.12% Blind: 11.18% Khold: 8.98% Vitty: 9.03% Trinexx: 10.89% Restrictive: 55.06% Non-restrictive: 44.94%
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#Location: IP Armos: 12.10% Lanmo: 11.89% Moldorm: 7.81% Helma: 7.83% Arrghus: 11.94% Moth: 7.89% Blind: 12.84% Khold: 7.87% Vitty: 7.99% Trinexx: 11.84% Restrictive: 60.62% Non-restrictive: 39.38%
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#Location: MM Armos: 13.67% Lanmo: 13.66% Moldorm: 6.00% Helma: 6.17% Arrghus: 13.48% Moth: 6.18% Blind: 15.06% Khold: 6.25% Vitty: 6.14% Trinexx: 13.41% Restrictive: 69.28% Non-restrictive: 30.72%
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#Location: TR Armos: 15.35% Lanmo: 15.49% Moldorm: 3.87% Helma: 3.90% Arrghus: 15.31% Moth: 3.78% Blind: 19.06% Khold: 3.89% Vitty: 3.82% Trinexx: 15.53% Restrictive: 80.74% Non-restrictive: 19.26%
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#Location: GT_bot Armos: 15.24% Lanmo: 15.24% Moldorm: 1.54% Helma: 1.51% Arrghus: 15.22% Moth: 1.52% Blind: 20.44% Khold: 1.51% Vitty: 1.53% Trinexx: 26.25% Restrictive: 92.38% Non-restrictive: 7.62%
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#
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#Reshuffled results:
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#Location: GT_top Armos: 0.00% Lanmo: 0.00% Moldorm: 20.02% Helma: 19.97% Arrghus: 0.00% Moth: 20.02% Blind: 0.00% Khold: 20.07% Vitty: 19.92% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: GT_mid Armos: 12.23% Lanmo: 12.05% Moldorm: 10.23% Helma: 10.24% Arrghus: 12.11% Moth: 10.31% Blind: 0.00% Khold: 10.36% Vitty: 10.33% Trinexx: 12.13% Restrictive: 48.52% Non-restrictive: 51.48%
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#Location: TH Armos: 0.00% Lanmo: 0.00% Moldorm: 19.86% Helma: 20.09% Arrghus: 0.00% Moth: 20.23% Blind: 0.00% Khold: 19.83% Vitty: 19.99% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: SW Armos: 13.23% Lanmo: 13.34% Moldorm: 9.05% Helma: 9.02% Arrghus: 13.37% Moth: 9.10% Blind: 14.97% Khold: 8.98% Vitty: 8.93% Trinexx: 0.00% Restrictive: 54.92% Non-restrictive: 45.08%
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#Location: EP Armos: 11.54% Lanmo: 11.50% Moldorm: 7.96% Helma: 7.82% Arrghus: 11.76% Moth: 7.81% Blind: 12.84% Khold: 7.79% Vitty: 8.03% Trinexx: 12.95% Restrictive: 60.59% Non-restrictive: 39.41%
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#Location: DP Armos: 11.55% Lanmo: 11.49% Moldorm: 7.93% Helma: 7.85% Arrghus: 11.72% Moth: 7.69% Blind: 12.80% Khold: 7.99% Vitty: 7.74% Trinexx: 13.25% Restrictive: 60.80% Non-restrictive: 39.20%
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#Location: PD Armos: 11.79% Lanmo: 11.47% Moldorm: 7.81% Helma: 7.78% Arrghus: 11.61% Moth: 7.91% Blind: 12.81% Khold: 7.78% Vitty: 8.00% Trinexx: 13.02% Restrictive: 60.71% Non-restrictive: 39.29%
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#Location: SP Armos: 11.59% Lanmo: 11.56% Moldorm: 7.90% Helma: 7.75% Arrghus: 11.52% Moth: 8.02% Blind: 12.67% Khold: 7.92% Vitty: 7.85% Trinexx: 13.23% Restrictive: 60.57% Non-restrictive: 39.43%
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#Location: TT Armos: 11.64% Lanmo: 11.64% Moldorm: 7.77% Helma: 7.73% Arrghus: 11.70% Moth: 7.67% Blind: 12.89% Khold: 8.05% Vitty: 7.85% Trinexx: 13.07% Restrictive: 60.93% Non-restrictive: 39.07%
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#Location: IP Armos: 11.54% Lanmo: 11.77% Moldorm: 7.95% Helma: 7.97% Arrghus: 11.49% Moth: 7.80% Blind: 12.64% Khold: 7.87% Vitty: 7.89% Trinexx: 13.10% Restrictive: 60.54% Non-restrictive: 39.47%
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#Location: MM Armos: 11.69% Lanmo: 11.65% Moldorm: 7.91% Helma: 7.88% Arrghus: 11.59% Moth: 7.78% Blind: 12.80% Khold: 7.73% Vitty: 7.92% Trinexx: 13.04% Restrictive: 60.77% Non-restrictive: 39.23%
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#Location: TR Armos: 11.58% Lanmo: 11.82% Moldorm: 7.75% Helma: 7.83% Arrghus: 11.62% Moth: 7.79% Blind: 12.76% Khold: 7.90% Vitty: 7.76% Trinexx: 13.19% Restrictive: 60.97% Non-restrictive: 39.03%
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#Location: GT_bot Armos: 11.54% Lanmo: 11.60% Moldorm: 7.91% Helma: 7.87% Arrghus: 11.62% Moth: 7.90% Blind: 12.78% Khold: 7.82% Vitty: 7.86% Trinexx: 13.10% Restrictive: 60.65% Non-restrictive: 39.35%
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#
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#ER Original results:
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#Location: GT_top Armos: 0.00% Lanmo: 0.00% Moldorm: 19.94% Helma: 19.87% Arrghus: 0.00% Moth: 19.98% Blind: 0.00% Khold: 20.31% Vitty: 19.90% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: GT_mid Armos: 14.15% Lanmo: 14.33% Moldorm: 4.51% Helma: 4.53% Arrghus: 14.19% Moth: 4.56% Blind: 0.00% Khold: 4.61% Vitty: 4.49% Trinexx: 34.62% Restrictive: 77.30% Non-restrictive: 22.70%
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#Location: TH Armos: 0.00% Lanmo: 0.00% Moldorm: 19.93% Helma: 19.98% Arrghus: 0.00% Moth: 20.10% Blind: 0.00% Khold: 19.75% Vitty: 20.24% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: SW Armos: 21.52% Lanmo: 21.56% Moldorm: 2.76% Helma: 2.80% Arrghus: 21.50% Moth: 2.82% Blind: 21.48% Khold: 2.81% Vitty: 2.75% Trinexx: 0.00% Restrictive: 86.05% Non-restrictive: 13.95%
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#Location: EP Armos: 11.39% Lanmo: 11.33% Moldorm: 5.89% Helma: 5.69% Arrghus: 11.32% Moth: 5.83% Blind: 24.71% Khold: 5.82% Vitty: 5.76% Trinexx: 12.27% Restrictive: 71.01% Non-restrictive: 28.99%
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#Location: DP Armos: 11.62% Lanmo: 11.66% Moldorm: 8.05% Helma: 8.32% Arrghus: 11.75% Moth: 8.13% Blind: 12.46% Khold: 8.10% Vitty: 8.18% Trinexx: 11.73% Restrictive: 59.22% Non-restrictive: 40.78%
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#Location: PD Armos: 11.01% Lanmo: 10.77% Moldorm: 9.18% Helma: 9.20% Arrghus: 10.89% Moth: 9.03% Blind: 10.83% Khold: 9.13% Vitty: 9.17% Trinexx: 10.79% Restrictive: 54.29% Non-restrictive: 45.71%
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#Location: SP Armos: 10.26% Lanmo: 10.17% Moldorm: 9.73% Helma: 9.61% Arrghus: 10.33% Moth: 9.69% Blind: 10.31% Khold: 9.84% Vitty: 9.61% Trinexx: 10.45% Restrictive: 51.52% Non-restrictive: 48.48%
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#Location: TT Armos: 10.12% Lanmo: 10.01% Moldorm: 10.07% Helma: 9.97% Arrghus: 10.16% Moth: 9.92% Blind: 9.95% Khold: 9.73% Vitty: 9.96% Trinexx: 10.11% Restrictive: 50.35% Non-restrictive: 49.65%
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#Location: IP Armos: 10.03% Lanmo: 10.01% Moldorm: 10.00% Helma: 10.10% Arrghus: 9.89% Moth: 9.93% Blind: 10.13% Khold: 9.99% Vitty: 9.80% Trinexx: 10.13% Restrictive: 50.18% Non-restrictive: 49.82%
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#Location: MM Armos: 9.89% Lanmo: 9.99% Moldorm: 10.09% Helma: 10.10% Arrghus: 10.02% Moth: 9.93% Blind: 10.03% Khold: 10.00% Vitty: 10.06% Trinexx: 9.89% Restrictive: 49.81% Non-restrictive: 50.19%
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#Location: TR Armos: 10.03% Lanmo: 10.10% Moldorm: 10.01% Helma: 9.92% Arrghus: 9.94% Moth: 10.01% Blind: 10.04% Khold: 9.95% Vitty: 9.92% Trinexx: 10.08% Restrictive: 50.19% Non-restrictive: 49.81%
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#Location: GT_bot Armos: 9.90% Lanmo: 10.04% Moldorm: 9.88% Helma: 9.85% Arrghus: 10.00% Moth: 10.04% Blind: 10.09% Khold: 10.09% Vitty: 10.11% Trinexx: 10.01% Restrictive: 50.03% Non-restrictive: 49.97%
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#
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#ER Reshuffled results:
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#Location: GT_top Armos: 0.00% Lanmo: 0.00% Moldorm: 20.11% Helma: 19.81% Arrghus: 0.00% Moth: 20.22% Blind: 0.00% Khold: 20.08% Vitty: 19.78% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: GT_mid Armos: 13.17% Lanmo: 13.37% Moldorm: 9.05% Helma: 9.14% Arrghus: 13.23% Moth: 9.29% Blind: 0.00% Khold: 8.96% Vitty: 9.11% Trinexx: 14.69% Restrictive: 54.45% Non-restrictive: 45.55%
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#Location: TH Armos: 0.00% Lanmo: 0.00% Moldorm: 20.03% Helma: 19.72% Arrghus: 0.00% Moth: 20.17% Blind: 0.00% Khold: 19.86% Vitty: 20.23% Trinexx: 0.00% Restrictive: 0.00% Non-restrictive: 100.00%
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#Location: SW Armos: 13.38% Lanmo: 13.41% Moldorm: 9.27% Helma: 9.33% Arrghus: 13.41% Moth: 9.27% Blind: 13.48% Khold: 9.28% Vitty: 9.17% Trinexx: 0.00% Restrictive: 53.69% Non-restrictive: 46.31%
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#Location: EP Armos: 11.50% Lanmo: 11.56% Moldorm: 7.90% Helma: 8.06% Arrghus: 11.58% Moth: 8.11% Blind: 12.72% Khold: 7.93% Vitty: 7.93% Trinexx: 12.70% Restrictive: 60.06% Non-restrictive: 39.94%
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#Location: DP Armos: 11.66% Lanmo: 11.51% Moldorm: 8.05% Helma: 7.96% Arrghus: 11.43% Moth: 7.83% Blind: 12.94% Khold: 7.89% Vitty: 7.88% Trinexx: 12.87% Restrictive: 60.40% Non-restrictive: 39.60%
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#Location: PD Armos: 11.36% Lanmo: 11.53% Moldorm: 7.89% Helma: 7.96% Arrghus: 11.46% Moth: 7.72% Blind: 13.12% Khold: 8.07% Vitty: 8.02% Trinexx: 12.87% Restrictive: 60.34% Non-restrictive: 39.66%
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#Location: SP Armos: 11.27% Lanmo: 11.38% Moldorm: 7.89% Helma: 7.98% Arrghus: 11.56% Moth: 7.89% Blind: 13.10% Khold: 8.17% Vitty: 8.08% Trinexx: 12.68% Restrictive: 59.99% Non-restrictive: 40.01%
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#Location: TT Armos: 11.32% Lanmo: 11.49% Moldorm: 7.91% Helma: 8.16% Arrghus: 11.44% Moth: 7.97% Blind: 12.93% Khold: 8.05% Vitty: 7.97% Trinexx: 12.77% Restrictive: 59.94% Non-restrictive: 40.06%
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#Location: IP Armos: 11.69% Lanmo: 11.74% Moldorm: 7.91% Helma: 8.00% Arrghus: 11.34% Moth: 7.87% Blind: 12.80% Khold: 7.82% Vitty: 7.95% Trinexx: 12.88% Restrictive: 60.44% Non-restrictive: 39.56%
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#Location: MM Armos: 11.57% Lanmo: 11.31% Moldorm: 8.13% Helma: 7.90% Arrghus: 11.32% Moth: 7.91% Blind: 13.15% Khold: 7.97% Vitty: 7.82% Trinexx: 12.91% Restrictive: 60.26% Non-restrictive: 39.74%
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#Location: TR Armos: 11.44% Lanmo: 11.30% Moldorm: 8.04% Helma: 8.13% Arrghus: 11.47% Moth: 7.90% Blind: 12.82% Khold: 8.09% Vitty: 7.96% Trinexx: 12.84% Restrictive: 59.87% Non-restrictive: 40.13%
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#Location: GT_bot Armos: 11.36% Lanmo: 11.53% Moldorm: 7.87% Helma: 7.99% Arrghus: 11.49% Moth: 7.96% Blind: 13.01% Khold: 7.98% Vitty: 8.00% Trinexx: 12.80% Restrictive: 60.19% Non-restrictive: 39.81 |