LOL (League of Legends)

LOL (5v5) contains 623,263 matches, with 145 heroes involved. Unfortunately, no unique participantId is given for every player across all the matches. Full data link: Google Cloud or Baidu Cloud (code: m5h3)

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Analysis Method

1. Synergy Analysis

Some heroes have beneficial multiplay when teamed up, while some have disadvantageous multiplay.

1.1 Analysis of 2-hero combination

Combinations of heroes	Win rate	Co-occurrence count (win)	Co-occurrence count (total)
(48, 72)	0.765	13	17
(57, 83)	0.712	37	52
(127, 421)	0.683	41	19
(72, 104)	0.682	15	7
(62, 77)	0.675	108	160
…	…	…	…
(80, 99)	0.466	12,979	27,863
(80, 157)	0.452	11,014	24,355
(80, 222)	0.489	10,690	21,848
(80, 555)	0.469	9,937	21,180
(80, 202)	0.475	10,005	21,051
…	…	…	…

1.2 Analysis of 3-hero combination

Combinations of heroes	Win rate	Co-occurrence count (win)	Co-occurrence count (total)
(106, 157, 497)	0.716	73	102
(22, 143, 238)	0.709	73	103
(11, 18, 36)	0.701	75	107
(131, 222, 238)	0.699	79	113
(19, 55, 75)	0.697	83	119
…	…	…	…
(80, 99, 222)	0.502	1333	2653
(80, 497, 498)	0.485	1254	2583
(80, 99, 202)	0.483	1233	2553
(51, 80, 99)	0.490	1194	2439
(80, 99, 157)	0.466	1097	2356
…	…	…	…

1.3 Visualization of Synergy relationship

2. Suppression Analysis

2.1 Analysis of 2-hero combination

Combinations of heroes	Win rate	Win count	Match count
(80, 99)->(157, 555)	0.415	164	395
(80, 99)->(497, 498)	0.464	170	366
(80, 99)->(157, 222)	0.431	157	364
(80, 99)->(157, 412)	0.511	185	362
(80, 157)->(86, 99)	0.417	146	350
…	…	…	…
(103, 222)->(80, 157)	0.744	87	117
(24, 67)->(80, 81)	0.738	76	103
(497, 498)->(80, 107)	0.725	87	120
(11, 45)->(80, 157)	0.724	76	105
(45, 555)->(80, 99)	0.722	96	133
…	…	…	…

2.2 Analysis of 3-hero combination

Combinations of heroes	Win rate	Win count	Match count
(59, 86, 99)->(80, 238, 412)	0.8	8	10
(59, 86, 99)->(80, 497, 498)	0.4	4	10
(59, 86, 99)->(80, 145, 555)	0.667	6	9
(80, 84, 412)->(86, 99, 517)	0.444	4	9
(25, 157, 222)->(64, 84, 99)	0.555	5	9
…	…	…	…
(19, 55, 497)->(59, 238, 266)	1	1	1
…	…	…	…

2.3 Visualization of Suppression relationship