Finish-him commited on
Commit
dcf091d
·
verified ·
1 Parent(s): 61f0791

Upload hero_analysis_fixed_results.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. hero_analysis_fixed_results.json +1294 -0
hero_analysis_fixed_results.json ADDED
@@ -0,0 +1,1294 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "session_id": "recent_patches_fixed_20250718_181408",
3
+ "analysis_type": "Recent Patches Hero-Focused Analysis (Fixed)",
4
+ "patches_by_year": {
5
+ "2025": [
6
+ 15.11,
7
+ 15.1,
8
+ 15.09,
9
+ 15.08,
10
+ 15.07
11
+ ],
12
+ "2024": [
13
+ 14.15,
14
+ 14.14,
15
+ 14.13,
16
+ 14.11,
17
+ 14.1
18
+ ],
19
+ "2023": [
20
+ 13.13,
21
+ 13.12,
22
+ 13.11,
23
+ 13.1,
24
+ 13.05
25
+ ]
26
+ },
27
+ "recent_patches_analyzed": [
28
+ 15.11,
29
+ 15.1,
30
+ 15.09,
31
+ 15.08,
32
+ 15.07,
33
+ 14.15,
34
+ 14.14,
35
+ 14.13,
36
+ 14.11,
37
+ 14.1,
38
+ 13.13,
39
+ 13.12,
40
+ 13.11,
41
+ 13.1,
42
+ 13.05
43
+ ],
44
+ "hero_meta_by_patch": {
45
+ "13.12": {
46
+ "total_games": 1460,
47
+ "unique_champions": 74,
48
+ "top_picks": {
49
+ "K'Sante": 78,
50
+ "Kai'Sa": 77,
51
+ "Renekton": 72,
52
+ "Sejuani": 69,
53
+ "Rell": 67,
54
+ "Nautilus": 67,
55
+ "Aphelios": 62,
56
+ "Wukong": 48,
57
+ "Annie": 48,
58
+ "Tristana": 47
59
+ },
60
+ "meta_diversity": 47,
61
+ "pick_concentration": 0.24863013698630138,
62
+ "top_winrates": {
63
+ "Rumble": {
64
+ "picks": 5,
65
+ "winrate": 0.8
66
+ },
67
+ "Ziggs": {
68
+ "picks": 7,
69
+ "winrate": 0.7142857142857143
70
+ },
71
+ "Leona": {
72
+ "picks": 13,
73
+ "winrate": 0.6923076923076923
74
+ },
75
+ "Nocturne": {
76
+ "picks": 15,
77
+ "winrate": 0.6666666666666666
78
+ },
79
+ "Jayce": {
80
+ "picks": 42,
81
+ "winrate": 0.6666666666666666
82
+ },
83
+ "Ornn": {
84
+ "picks": 20,
85
+ "winrate": 0.65
86
+ },
87
+ "Maokai": {
88
+ "picks": 46,
89
+ "winrate": 0.6304347826086957
90
+ },
91
+ "Yone": {
92
+ "picks": 5,
93
+ "winrate": 0.6
94
+ },
95
+ "Fiora": {
96
+ "picks": 7,
97
+ "winrate": 0.5714285714285714
98
+ },
99
+ "Jinx": {
100
+ "picks": 16,
101
+ "winrate": 0.5625
102
+ }
103
+ }
104
+ },
105
+ "13.05": {
106
+ "total_games": 1150,
107
+ "unique_champions": 75,
108
+ "top_picks": {
109
+ "Aphelios": 77,
110
+ "Wukong": 70,
111
+ "Zeri": 62,
112
+ "Rakan": 51,
113
+ "K'Sante": 50,
114
+ "Vi": 49,
115
+ "Xayah": 42,
116
+ "Nautilus": 41,
117
+ "Ahri": 38,
118
+ "Annie": 37
119
+ },
120
+ "meta_diversity": 48,
121
+ "pick_concentration": 0.26956521739130435,
122
+ "top_winrates": {
123
+ "Lucian": {
124
+ "picks": 14,
125
+ "winrate": 0.7857142857142857
126
+ },
127
+ "Nami": {
128
+ "picks": 14,
129
+ "winrate": 0.7142857142857143
130
+ },
131
+ "Kennen": {
132
+ "picks": 31,
133
+ "winrate": 0.7096774193548387
134
+ },
135
+ "Lee Sin": {
136
+ "picks": 27,
137
+ "winrate": 0.6666666666666666
138
+ },
139
+ "Vi": {
140
+ "picks": 49,
141
+ "winrate": 0.6530612244897959
142
+ },
143
+ "Leona": {
144
+ "picks": 14,
145
+ "winrate": 0.6428571428571429
146
+ },
147
+ "Ahri": {
148
+ "picks": 38,
149
+ "winrate": 0.6052631578947368
150
+ },
151
+ "Rakan": {
152
+ "picks": 51,
153
+ "winrate": 0.5882352941176471
154
+ },
155
+ "Gnar": {
156
+ "picks": 14,
157
+ "winrate": 0.5714285714285714
158
+ },
159
+ "Xayah": {
160
+ "picks": 42,
161
+ "winrate": 0.5714285714285714
162
+ }
163
+ }
164
+ },
165
+ "14.13": {
166
+ "total_games": 1030,
167
+ "unique_champions": 81,
168
+ "top_picks": {
169
+ "Corki": 67,
170
+ "K'Sante": 56,
171
+ "Ezreal": 56,
172
+ "Brand": 46,
173
+ "Leona": 45,
174
+ "Lucian": 42,
175
+ "Renekton": 37,
176
+ "Lillia": 35,
177
+ "Zyra": 35,
178
+ "Tristana": 32
179
+ },
180
+ "meta_diversity": 44,
181
+ "pick_concentration": 0.2621359223300971,
182
+ "top_winrates": {
183
+ "Rumble": {
184
+ "picks": 7,
185
+ "winrate": 0.8571428571428571
186
+ },
187
+ "Kindred": {
188
+ "picks": 6,
189
+ "winrate": 0.6666666666666666
190
+ },
191
+ "Twisted Fate": {
192
+ "picks": 11,
193
+ "winrate": 0.6363636363636364
194
+ },
195
+ "Tristana": {
196
+ "picks": 32,
197
+ "winrate": 0.625
198
+ },
199
+ "Camille": {
200
+ "picks": 8,
201
+ "winrate": 0.625
202
+ },
203
+ "Maokai": {
204
+ "picks": 8,
205
+ "winrate": 0.625
206
+ },
207
+ "Nautilus": {
208
+ "picks": 25,
209
+ "winrate": 0.6
210
+ },
211
+ "Alistar": {
212
+ "picks": 20,
213
+ "winrate": 0.6
214
+ },
215
+ "Kennen": {
216
+ "picks": 25,
217
+ "winrate": 0.6
218
+ },
219
+ "Lee Sin": {
220
+ "picks": 5,
221
+ "winrate": 0.6
222
+ }
223
+ }
224
+ },
225
+ "15.09": {
226
+ "total_games": 1010,
227
+ "unique_champions": 88,
228
+ "top_picks": {
229
+ "Pantheon": 36,
230
+ "Xin Zhao": 36,
231
+ "Taliyah": 34,
232
+ "Rumble": 32,
233
+ "Alistar": 32,
234
+ "Sion": 31,
235
+ "Varus": 30,
236
+ "Nautilus": 28,
237
+ "Yorick": 27,
238
+ "Miss Fortune": 26
239
+ },
240
+ "meta_diversity": 55,
241
+ "pick_concentration": 0.16831683168316833,
242
+ "top_winrates": {
243
+ "Annie": {
244
+ "picks": 18,
245
+ "winrate": 0.7222222222222222
246
+ },
247
+ "Rakan": {
248
+ "picks": 18,
249
+ "winrate": 0.7222222222222222
250
+ },
251
+ "Xayah": {
252
+ "picks": 18,
253
+ "winrate": 0.7222222222222222
254
+ },
255
+ "Ezreal": {
256
+ "picks": 24,
257
+ "winrate": 0.6666666666666666
258
+ },
259
+ "Trundle": {
260
+ "picks": 6,
261
+ "winrate": 0.6666666666666666
262
+ },
263
+ "Braum": {
264
+ "picks": 9,
265
+ "winrate": 0.6666666666666666
266
+ },
267
+ "Poppy": {
268
+ "picks": 15,
269
+ "winrate": 0.6666666666666666
270
+ },
271
+ "Lillia": {
272
+ "picks": 12,
273
+ "winrate": 0.6666666666666666
274
+ },
275
+ "Karma": {
276
+ "picks": 9,
277
+ "winrate": 0.6666666666666666
278
+ },
279
+ "Rumble": {
280
+ "picks": 32,
281
+ "winrate": 0.625
282
+ }
283
+ }
284
+ },
285
+ "13.11": {
286
+ "total_games": 900,
287
+ "unique_champions": 73,
288
+ "top_picks": {
289
+ "Aphelios": 60,
290
+ "K'Sante": 48,
291
+ "Rakan": 48,
292
+ "Annie": 46,
293
+ "Xayah": 42,
294
+ "Ahri": 40,
295
+ "Nautilus": 39,
296
+ "Wukong": 37,
297
+ "Gragas": 34,
298
+ "Vi": 27
299
+ },
300
+ "meta_diversity": 39,
301
+ "pick_concentration": 0.27111111111111114,
302
+ "top_winrates": {
303
+ "Syndra": {
304
+ "picks": 5,
305
+ "winrate": 0.8
306
+ },
307
+ "Ornn": {
308
+ "picks": 10,
309
+ "winrate": 0.7
310
+ },
311
+ "Blitzcrank": {
312
+ "picks": 13,
313
+ "winrate": 0.6923076923076923
314
+ },
315
+ "Poppy": {
316
+ "picks": 22,
317
+ "winrate": 0.6363636363636364
318
+ },
319
+ "Lucian": {
320
+ "picks": 11,
321
+ "winrate": 0.6363636363636364
322
+ },
323
+ "Tristana": {
324
+ "picks": 13,
325
+ "winrate": 0.6153846153846154
326
+ },
327
+ "Nami": {
328
+ "picks": 10,
329
+ "winrate": 0.6
330
+ },
331
+ "Maokai": {
332
+ "picks": 20,
333
+ "winrate": 0.6
334
+ },
335
+ "Wukong": {
336
+ "picks": 37,
337
+ "winrate": 0.5945945945945946
338
+ },
339
+ "Renekton": {
340
+ "picks": 22,
341
+ "winrate": 0.5909090909090909
342
+ }
343
+ }
344
+ },
345
+ "13.1": {
346
+ "total_games": 880,
347
+ "unique_champions": 75,
348
+ "top_picks": {
349
+ "Aphelios": 74,
350
+ "Wukong": 48,
351
+ "Jinx": 45,
352
+ "Annie": 43,
353
+ "Neeko": 40,
354
+ "K'Sante": 40,
355
+ "Ahri": 38,
356
+ "Rakan": 37,
357
+ "Gragas": 37,
358
+ "Lulu": 35
359
+ },
360
+ "meta_diversity": 39,
361
+ "pick_concentration": 0.2840909090909091,
362
+ "top_winrates": {
363
+ "Poppy": {
364
+ "picks": 5,
365
+ "winrate": 0.8
366
+ },
367
+ "Ornn": {
368
+ "picks": 5,
369
+ "winrate": 0.8
370
+ },
371
+ "Yuumi": {
372
+ "picks": 12,
373
+ "winrate": 0.75
374
+ },
375
+ "Milio": {
376
+ "picks": 14,
377
+ "winrate": 0.7142857142857143
378
+ },
379
+ "Xayah": {
380
+ "picks": 20,
381
+ "winrate": 0.7
382
+ },
383
+ "Kha'Zix": {
384
+ "picks": 15,
385
+ "winrate": 0.6666666666666666
386
+ },
387
+ "Jayce": {
388
+ "picks": 15,
389
+ "winrate": 0.6
390
+ },
391
+ "Sejuani": {
392
+ "picks": 10,
393
+ "winrate": 0.6
394
+ },
395
+ "Gwen": {
396
+ "picks": 10,
397
+ "winrate": 0.6
398
+ },
399
+ "Braum": {
400
+ "picks": 10,
401
+ "winrate": 0.6
402
+ }
403
+ }
404
+ },
405
+ "15.07": {
406
+ "total_games": 820,
407
+ "unique_champions": 83,
408
+ "top_picks": {
409
+ "Xin Zhao": 29,
410
+ "Miss Fortune": 28,
411
+ "Alistar": 28,
412
+ "Nautilus": 27,
413
+ "Rell": 24,
414
+ "Taliyah": 24,
415
+ "Ambessa": 22,
416
+ "Ezreal": 22,
417
+ "Corki": 22,
418
+ "Varus": 22
419
+ },
420
+ "meta_diversity": 52,
421
+ "pick_concentration": 0.16585365853658537,
422
+ "top_winrates": {
423
+ "Sylas": {
424
+ "picks": 10,
425
+ "winrate": 0.9
426
+ },
427
+ "Nidalee": {
428
+ "picks": 6,
429
+ "winrate": 0.8333333333333334
430
+ },
431
+ "Akali": {
432
+ "picks": 5,
433
+ "winrate": 0.8
434
+ },
435
+ "Xayah": {
436
+ "picks": 5,
437
+ "winrate": 0.8
438
+ },
439
+ "Lillia": {
440
+ "picks": 17,
441
+ "winrate": 0.7647058823529411
442
+ },
443
+ "Vi": {
444
+ "picks": 21,
445
+ "winrate": 0.7619047619047619
446
+ },
447
+ "Jinx": {
448
+ "picks": 8,
449
+ "winrate": 0.75
450
+ },
451
+ "Sion": {
452
+ "picks": 21,
453
+ "winrate": 0.7142857142857143
454
+ },
455
+ "Karma": {
456
+ "picks": 6,
457
+ "winrate": 0.6666666666666666
458
+ },
459
+ "Kalista": {
460
+ "picks": 9,
461
+ "winrate": 0.6666666666666666
462
+ }
463
+ }
464
+ },
465
+ "15.08": {
466
+ "total_games": 760,
467
+ "unique_champions": 81,
468
+ "top_picks": {
469
+ "Xin Zhao": 29,
470
+ "Taliyah": 24,
471
+ "Nautilus": 23,
472
+ "Kai'Sa": 23,
473
+ "Rell": 22,
474
+ "Alistar": 22,
475
+ "Sion": 22,
476
+ "Ambessa": 21,
477
+ "Pantheon": 21,
478
+ "Miss Fortune": 21
479
+ },
480
+ "meta_diversity": 46,
481
+ "pick_concentration": 0.15921052631578947,
482
+ "top_winrates": {
483
+ "Viktor": {
484
+ "picks": 7,
485
+ "winrate": 0.8571428571428571
486
+ },
487
+ "Neeko": {
488
+ "picks": 15,
489
+ "winrate": 0.8
490
+ },
491
+ "Lucian": {
492
+ "picks": 5,
493
+ "winrate": 0.8
494
+ },
495
+ "Naafiri": {
496
+ "picks": 18,
497
+ "winrate": 0.7222222222222222
498
+ },
499
+ "Gwen": {
500
+ "picks": 15,
501
+ "winrate": 0.6666666666666666
502
+ },
503
+ "Braum": {
504
+ "picks": 14,
505
+ "winrate": 0.6428571428571429
506
+ },
507
+ "Vi": {
508
+ "picks": 11,
509
+ "winrate": 0.6363636363636364
510
+ },
511
+ "Ryze": {
512
+ "picks": 19,
513
+ "winrate": 0.631578947368421
514
+ },
515
+ "Kalista": {
516
+ "picks": 8,
517
+ "winrate": 0.625
518
+ },
519
+ "Poppy": {
520
+ "picks": 12,
521
+ "winrate": 0.5833333333333334
522
+ }
523
+ }
524
+ },
525
+ "14.1": {
526
+ "total_games": 660,
527
+ "unique_champions": 82,
528
+ "top_picks": {
529
+ "Nautilus": 35,
530
+ "Varus": 32,
531
+ "Corki": 30,
532
+ "Skarner": 26,
533
+ "Rell": 25,
534
+ "Leona": 25,
535
+ "K'Sante": 24,
536
+ "Tristana": 21,
537
+ "Taliyah": 20,
538
+ "Hwei": 19
539
+ },
540
+ "meta_diversity": 45,
541
+ "pick_concentration": 0.22424242424242424,
542
+ "top_winrates": {
543
+ "Kennen": {
544
+ "picks": 6,
545
+ "winrate": 0.8333333333333334
546
+ },
547
+ "Sejuani": {
548
+ "picks": 6,
549
+ "winrate": 0.8333333333333334
550
+ },
551
+ "Ahri": {
552
+ "picks": 5,
553
+ "winrate": 0.8
554
+ },
555
+ "Brand": {
556
+ "picks": 9,
557
+ "winrate": 0.7777777777777778
558
+ },
559
+ "LeBlanc": {
560
+ "picks": 11,
561
+ "winrate": 0.7272727272727273
562
+ },
563
+ "Ziggs": {
564
+ "picks": 9,
565
+ "winrate": 0.6666666666666666
566
+ },
567
+ "Ashe": {
568
+ "picks": 12,
569
+ "winrate": 0.6666666666666666
570
+ },
571
+ "Kai'Sa": {
572
+ "picks": 6,
573
+ "winrate": 0.6666666666666666
574
+ },
575
+ "Mordekaiser": {
576
+ "picks": 8,
577
+ "winrate": 0.625
578
+ },
579
+ "Senna": {
580
+ "picks": 13,
581
+ "winrate": 0.6153846153846154
582
+ }
583
+ }
584
+ },
585
+ "14.11": {
586
+ "total_games": 640,
587
+ "unique_champions": 72,
588
+ "top_picks": {
589
+ "Corki": 37,
590
+ "Skarner": 36,
591
+ "K'Sante": 34,
592
+ "Leona": 32,
593
+ "Nautilus": 21,
594
+ "Rell": 20,
595
+ "Tristana": 20,
596
+ "Ezreal": 20,
597
+ "Yone": 19,
598
+ "Alistar": 19
599
+ },
600
+ "meta_diversity": 41,
601
+ "pick_concentration": 0.25,
602
+ "top_winrates": {
603
+ "Mordekaiser": {
604
+ "picks": 6,
605
+ "winrate": 0.8333333333333334
606
+ },
607
+ "Kalista": {
608
+ "picks": 5,
609
+ "winrate": 0.8
610
+ },
611
+ "Rumble": {
612
+ "picks": 10,
613
+ "winrate": 0.7
614
+ },
615
+ "Sejuani": {
616
+ "picks": 10,
617
+ "winrate": 0.7
618
+ },
619
+ "Ziggs": {
620
+ "picks": 16,
621
+ "winrate": 0.6875
622
+ },
623
+ "Ezreal": {
624
+ "picks": 20,
625
+ "winrate": 0.65
626
+ },
627
+ "Yone": {
628
+ "picks": 19,
629
+ "winrate": 0.631578947368421
630
+ },
631
+ "Wukong": {
632
+ "picks": 5,
633
+ "winrate": 0.6
634
+ },
635
+ "Skarner": {
636
+ "picks": 36,
637
+ "winrate": 0.5833333333333334
638
+ },
639
+ "LeBlanc": {
640
+ "picks": 12,
641
+ "winrate": 0.5833333333333334
642
+ }
643
+ }
644
+ }
645
+ },
646
+ "hero_impact_analysis": {
647
+ "game_duration": {
648
+ "description": "Heróis early/late game afetam duração",
649
+ "column_used": "gamelength",
650
+ "champions_analyzed": 105,
651
+ "top_performers": {
652
+ "Aatrox": {
653
+ "mean": 2034.261,
654
+ "median": 1878.0,
655
+ "std": 417.091,
656
+ "count": 23
657
+ },
658
+ "Hwei": {
659
+ "mean": 2005.206,
660
+ "median": 1941.0,
661
+ "std": 332.249,
662
+ "count": 34
663
+ },
664
+ "Zyra": {
665
+ "mean": 1987.333,
666
+ "median": 1949.0,
667
+ "std": 333.153,
668
+ "count": 90
669
+ },
670
+ "Karthus": {
671
+ "mean": 1986.756,
672
+ "median": 1952.0,
673
+ "std": 293.797,
674
+ "count": 41
675
+ },
676
+ "Lucian": {
677
+ "mean": 1983.154,
678
+ "median": 1954.5,
679
+ "std": 349.369,
680
+ "count": 162
681
+ },
682
+ "Skarner": {
683
+ "mean": 1976.115,
684
+ "median": 1954.0,
685
+ "std": 310.725,
686
+ "count": 130
687
+ },
688
+ "Shen": {
689
+ "mean": 1976.0,
690
+ "median": 1977.5,
691
+ "std": 312.493,
692
+ "count": 16
693
+ },
694
+ "Twisted Fate": {
695
+ "mean": 1975.622,
696
+ "median": 1940.0,
697
+ "std": 379.629,
698
+ "count": 37
699
+ },
700
+ "Kindred": {
701
+ "mean": 1972.892,
702
+ "median": 1910.0,
703
+ "std": 344.012,
704
+ "count": 37
705
+ },
706
+ "Aurelion Sol": {
707
+ "mean": 1971.538,
708
+ "median": 1930.0,
709
+ "std": 301.245,
710
+ "count": 13
711
+ }
712
+ },
713
+ "bottom_performers": {
714
+ "Rengar": {
715
+ "mean": 1743.182,
716
+ "median": 1729.0,
717
+ "std": 204.713,
718
+ "count": 11
719
+ },
720
+ "Tahm Kench": {
721
+ "mean": 1768.25,
722
+ "median": 1797.5,
723
+ "std": 178.01,
724
+ "count": 12
725
+ },
726
+ "Malphite": {
727
+ "mean": 1782.865,
728
+ "median": 1692.0,
729
+ "std": 268.647,
730
+ "count": 37
731
+ },
732
+ "Jarvan IV": {
733
+ "mean": 1795.062,
734
+ "median": 1746.0,
735
+ "std": 251.447,
736
+ "count": 16
737
+ },
738
+ "Kha'Zix": {
739
+ "mean": 1795.208,
740
+ "median": 1828.0,
741
+ "std": 257.982,
742
+ "count": 53
743
+ },
744
+ "Samira": {
745
+ "mean": 1795.231,
746
+ "median": 1761.0,
747
+ "std": 220.67,
748
+ "count": 13
749
+ },
750
+ "Jinx": {
751
+ "mean": 1805.267,
752
+ "median": 1785.0,
753
+ "std": 279.223,
754
+ "count": 135
755
+ },
756
+ "Elise": {
757
+ "mean": 1813.136,
758
+ "median": 1786.5,
759
+ "std": 308.658,
760
+ "count": 22
761
+ },
762
+ "Heimerdinger": {
763
+ "mean": 1817.545,
764
+ "median": 1829.0,
765
+ "std": 229.399,
766
+ "count": 11
767
+ },
768
+ "Lee Sin": {
769
+ "mean": 1828.306,
770
+ "median": 1795.0,
771
+ "std": 316.113,
772
+ "count": 85
773
+ }
774
+ },
775
+ "overall_mean": 1898.9724849527086,
776
+ "overall_std": 312.1767067846952,
777
+ "impact_range": 291.07899999999995
778
+ },
779
+ "kills": {
780
+ "description": "Heróis agressivos vs defensivos",
781
+ "column_used": "kills",
782
+ "champions_analyzed": 105,
783
+ "top_performers": {
784
+ "Kai'Sa": {
785
+ "mean": 5.573,
786
+ "median": 5.0,
787
+ "std": 3.541,
788
+ "count": 255
789
+ },
790
+ "Jhin": {
791
+ "mean": 4.91,
792
+ "median": 4.0,
793
+ "std": 3.584,
794
+ "count": 122
795
+ },
796
+ "Naafiri": {
797
+ "mean": 4.853,
798
+ "median": 4.0,
799
+ "std": 3.778,
800
+ "count": 68
801
+ },
802
+ "Lucian": {
803
+ "mean": 4.506,
804
+ "median": 4.0,
805
+ "std": 3.252,
806
+ "count": 162
807
+ },
808
+ "Akali": {
809
+ "mean": 4.46,
810
+ "median": 4.0,
811
+ "std": 2.844,
812
+ "count": 63
813
+ },
814
+ "Pantheon": {
815
+ "mean": 4.424,
816
+ "median": 4.0,
817
+ "std": 2.788,
818
+ "count": 85
819
+ },
820
+ "Zeri": {
821
+ "mean": 4.415,
822
+ "median": 4.0,
823
+ "std": 3.372,
824
+ "count": 212
825
+ },
826
+ "Kalista": {
827
+ "mean": 4.405,
828
+ "median": 4.0,
829
+ "std": 2.984,
830
+ "count": 74
831
+ },
832
+ "Graves": {
833
+ "mean": 4.364,
834
+ "median": 4.0,
835
+ "std": 3.155,
836
+ "count": 22
837
+ },
838
+ "Aurelion Sol": {
839
+ "mean": 4.308,
840
+ "median": 3.0,
841
+ "std": 4.09,
842
+ "count": 13
843
+ }
844
+ },
845
+ "bottom_performers": {
846
+ "Milio": {
847
+ "mean": 0.321,
848
+ "median": 0.0,
849
+ "std": 0.508,
850
+ "count": 56
851
+ },
852
+ "Braum": {
853
+ "mean": 0.439,
854
+ "median": 0.0,
855
+ "std": 0.933,
856
+ "count": 155
857
+ },
858
+ "Yuumi": {
859
+ "mean": 0.448,
860
+ "median": 0.0,
861
+ "std": 0.572,
862
+ "count": 29
863
+ },
864
+ "Lulu": {
865
+ "mean": 0.451,
866
+ "median": 0.0,
867
+ "std": 0.698,
868
+ "count": 102
869
+ },
870
+ "Nami": {
871
+ "mean": 0.453,
872
+ "median": 0.0,
873
+ "std": 0.665,
874
+ "count": 64
875
+ },
876
+ "Tahm Kench": {
877
+ "mean": 0.5,
878
+ "median": 0.0,
879
+ "std": 0.798,
880
+ "count": 12
881
+ },
882
+ "Bard": {
883
+ "mean": 0.538,
884
+ "median": 0.0,
885
+ "std": 0.776,
886
+ "count": 13
887
+ },
888
+ "Alistar": {
889
+ "mean": 0.565,
890
+ "median": 0.0,
891
+ "std": 0.796,
892
+ "count": 239
893
+ },
894
+ "Rakan": {
895
+ "mean": 0.582,
896
+ "median": 0.0,
897
+ "std": 0.859,
898
+ "count": 297
899
+ },
900
+ "Thresh": {
901
+ "mean": 0.621,
902
+ "median": 0.0,
903
+ "std": 0.979,
904
+ "count": 29
905
+ }
906
+ },
907
+ "overall_mean": 2.7632846087704213,
908
+ "overall_std": 2.655553963398057,
909
+ "impact_range": 5.252000000000001
910
+ },
911
+ "first_blood": {
912
+ "description": "Heróis de early game",
913
+ "column_used": "firstbloodkill",
914
+ "champions_analyzed": 105,
915
+ "top_performers": {
916
+ "Kha'Zix": {
917
+ "mean": 0.321,
918
+ "median": 0.0,
919
+ "std": 0.471,
920
+ "count": 53
921
+ },
922
+ "Trundle": {
923
+ "mean": 0.312,
924
+ "median": 0.0,
925
+ "std": 0.479,
926
+ "count": 16
927
+ },
928
+ "Jarvan IV": {
929
+ "mean": 0.312,
930
+ "median": 0.0,
931
+ "std": 0.479,
932
+ "count": 16
933
+ },
934
+ "Lee Sin": {
935
+ "mean": 0.259,
936
+ "median": 0.0,
937
+ "std": 0.441,
938
+ "count": 85
939
+ },
940
+ "Samira": {
941
+ "mean": 0.231,
942
+ "median": 0.0,
943
+ "std": 0.439,
944
+ "count": 13
945
+ },
946
+ "Pantheon": {
947
+ "mean": 0.224,
948
+ "median": 0.0,
949
+ "std": 0.419,
950
+ "count": 85
951
+ },
952
+ "Kindred": {
953
+ "mean": 0.216,
954
+ "median": 0.0,
955
+ "std": 0.417,
956
+ "count": 37
957
+ },
958
+ "Naafiri": {
959
+ "mean": 0.191,
960
+ "median": 0.0,
961
+ "std": 0.396,
962
+ "count": 68
963
+ },
964
+ "Kalista": {
965
+ "mean": 0.189,
966
+ "median": 0.0,
967
+ "std": 0.394,
968
+ "count": 74
969
+ },
970
+ "Nidalee": {
971
+ "mean": 0.182,
972
+ "median": 0.0,
973
+ "std": 0.388,
974
+ "count": 88
975
+ }
976
+ },
977
+ "bottom_performers": {
978
+ "Bard": {
979
+ "mean": 0.0,
980
+ "median": 0.0,
981
+ "std": 0.0,
982
+ "count": 13
983
+ },
984
+ "Heimerdinger": {
985
+ "mean": 0.0,
986
+ "median": 0.0,
987
+ "std": 0.0,
988
+ "count": 11
989
+ },
990
+ "Hwei": {
991
+ "mean": 0.0,
992
+ "median": 0.0,
993
+ "std": 0.0,
994
+ "count": 34
995
+ },
996
+ "Pyke": {
997
+ "mean": 0.0,
998
+ "median": 0.0,
999
+ "std": 0.0,
1000
+ "count": 10
1001
+ },
1002
+ "Yuumi": {
1003
+ "mean": 0.0,
1004
+ "median": 0.0,
1005
+ "std": 0.0,
1006
+ "count": 29
1007
+ },
1008
+ "Tahm Kench": {
1009
+ "mean": 0.0,
1010
+ "median": 0.0,
1011
+ "std": 0.0,
1012
+ "count": 12
1013
+ },
1014
+ "Rengar": {
1015
+ "mean": 0.0,
1016
+ "median": 0.0,
1017
+ "std": 0.0,
1018
+ "count": 11
1019
+ },
1020
+ "Nami": {
1021
+ "mean": 0.016,
1022
+ "median": 0.0,
1023
+ "std": 0.125,
1024
+ "count": 64
1025
+ },
1026
+ "Milio": {
1027
+ "mean": 0.018,
1028
+ "median": 0.0,
1029
+ "std": 0.134,
1030
+ "count": 56
1031
+ },
1032
+ "Renata Glasc": {
1033
+ "mean": 0.024,
1034
+ "median": 0.0,
1035
+ "std": 0.155,
1036
+ "count": 82
1037
+ }
1038
+ },
1039
+ "overall_mean": 0.0995700773860705,
1040
+ "overall_std": 0.2994387863255542,
1041
+ "impact_range": 0.321
1042
+ },
1043
+ "gold_advantage": {
1044
+ "description": "Heróis de farm vs roam",
1045
+ "column_used": "earnedgold",
1046
+ "champions_analyzed": 105,
1047
+ "top_performers": {
1048
+ "Zeri": {
1049
+ "mean": 10626.561,
1050
+ "median": 10699.5,
1051
+ "std": 2733.678,
1052
+ "count": 212
1053
+ },
1054
+ "Lucian": {
1055
+ "mean": 10510.611,
1056
+ "median": 10310.5,
1057
+ "std": 2621.955,
1058
+ "count": 162
1059
+ },
1060
+ "Kai'Sa": {
1061
+ "mean": 10413.329,
1062
+ "median": 10479.0,
1063
+ "std": 2787.777,
1064
+ "count": 255
1065
+ },
1066
+ "Miss Fortune": {
1067
+ "mean": 10354.068,
1068
+ "median": 10216.5,
1069
+ "std": 2440.926,
1070
+ "count": 148
1071
+ },
1072
+ "Sivir": {
1073
+ "mean": 10273.632,
1074
+ "median": 9954.0,
1075
+ "std": 2833.524,
1076
+ "count": 19
1077
+ },
1078
+ "Twisted Fate": {
1079
+ "mean": 10225.919,
1080
+ "median": 9698.0,
1081
+ "std": 2685.342,
1082
+ "count": 37
1083
+ },
1084
+ "Draven": {
1085
+ "mean": 10160.282,
1086
+ "median": 9200.0,
1087
+ "std": 2942.719,
1088
+ "count": 39
1089
+ },
1090
+ "Tristana": {
1091
+ "mean": 10107.773,
1092
+ "median": 10031.0,
1093
+ "std": 2617.251,
1094
+ "count": 233
1095
+ },
1096
+ "Corki": {
1097
+ "mean": 10064.398,
1098
+ "median": 10066.5,
1099
+ "std": 2505.951,
1100
+ "count": 246
1101
+ },
1102
+ "Xayah": {
1103
+ "mean": 10036.278,
1104
+ "median": 10162.0,
1105
+ "std": 2747.016,
1106
+ "count": 230
1107
+ }
1108
+ },
1109
+ "bottom_performers": {
1110
+ "Tahm Kench": {
1111
+ "mean": 2932.0,
1112
+ "median": 3036.5,
1113
+ "std": 896.561,
1114
+ "count": 12
1115
+ },
1116
+ "Yuumi": {
1117
+ "mean": 3145.414,
1118
+ "median": 3262.0,
1119
+ "std": 863.969,
1120
+ "count": 29
1121
+ },
1122
+ "Lulu": {
1123
+ "mean": 3246.529,
1124
+ "median": 3254.0,
1125
+ "std": 1007.077,
1126
+ "count": 102
1127
+ },
1128
+ "Milio": {
1129
+ "mean": 3345.625,
1130
+ "median": 3329.5,
1131
+ "std": 940.583,
1132
+ "count": 56
1133
+ },
1134
+ "Thresh": {
1135
+ "mean": 3390.103,
1136
+ "median": 3316.0,
1137
+ "std": 968.386,
1138
+ "count": 29
1139
+ },
1140
+ "Blitzcrank": {
1141
+ "mean": 3406.182,
1142
+ "median": 3672.0,
1143
+ "std": 1050.301,
1144
+ "count": 55
1145
+ },
1146
+ "Nautilus": {
1147
+ "mean": 3439.962,
1148
+ "median": 3330.5,
1149
+ "std": 1104.189,
1150
+ "count": 390
1151
+ },
1152
+ "Alistar": {
1153
+ "mean": 3473.741,
1154
+ "median": 3496.0,
1155
+ "std": 999.654,
1156
+ "count": 239
1157
+ },
1158
+ "Braum": {
1159
+ "mean": 3506.026,
1160
+ "median": 3434.0,
1161
+ "std": 1520.9,
1162
+ "count": 155
1163
+ },
1164
+ "Nami": {
1165
+ "mean": 3588.562,
1166
+ "median": 3492.5,
1167
+ "std": 988.138,
1168
+ "count": 64
1169
+ }
1170
+ },
1171
+ "overall_mean": 7554.950730868443,
1172
+ "overall_std": 3042.1599255356277,
1173
+ "impact_range": 7694.561
1174
+ }
1175
+ },
1176
+ "pre_game_model_results": {
1177
+ "model_type": "Pre-Game Hero-Focused Model",
1178
+ "accuracy": 0.5666380051590714,
1179
+ "samples_total": 11630,
1180
+ "samples_train": 9304,
1181
+ "samples_test": 2326,
1182
+ "features_used": [
1183
+ "year",
1184
+ "patch",
1185
+ "champion_popularity",
1186
+ "patch_recency",
1187
+ "champion_winrate",
1188
+ "champion_gamelength_tendency",
1189
+ "champion_kills_tendency",
1190
+ "league_encoded",
1191
+ "side_encoded",
1192
+ "position_encoded",
1193
+ "teamname_encoded",
1194
+ "champion_encoded"
1195
+ ],
1196
+ "features_count": 12,
1197
+ "top_features": [
1198
+ [
1199
+ "champion_winrate",
1200
+ 0.2721626409730343
1201
+ ],
1202
+ [
1203
+ "teamname_encoded",
1204
+ 0.23257385309515471
1205
+ ],
1206
+ [
1207
+ "champion_popularity",
1208
+ 0.10452666137838018
1209
+ ],
1210
+ [
1211
+ "champion_gamelength_tendency",
1212
+ 0.06952320645285745
1213
+ ],
1214
+ [
1215
+ "champion_encoded",
1216
+ 0.06692664900694359
1217
+ ],
1218
+ [
1219
+ "champion_kills_tendency",
1220
+ 0.0639857120568013
1221
+ ],
1222
+ [
1223
+ "patch_recency",
1224
+ 0.05291385056983424
1225
+ ],
1226
+ [
1227
+ "patch",
1228
+ 0.051496863264930734
1229
+ ],
1230
+ [
1231
+ "side_encoded",
1232
+ 0.04435814731378773
1233
+ ],
1234
+ [
1235
+ "position_encoded",
1236
+ 0.029091898829406368
1237
+ ]
1238
+ ],
1239
+ "feature_importance": {
1240
+ "year": 0.01244051705886957,
1241
+ "patch": 0.051496863264930734,
1242
+ "champion_popularity": 0.10452666137838018,
1243
+ "patch_recency": 0.05291385056983424,
1244
+ "champion_winrate": 0.2721626409730343,
1245
+ "champion_gamelength_tendency": 0.06952320645285745,
1246
+ "champion_kills_tendency": 0.0639857120568013,
1247
+ "league_encoded": 0.0,
1248
+ "side_encoded": 0.04435814731378773,
1249
+ "position_encoded": 0.029091898829406368,
1250
+ "teamname_encoded": 0.23257385309515471,
1251
+ "champion_encoded": 0.06692664900694359
1252
+ },
1253
+ "classification_report": {
1254
+ "0": {
1255
+ "precision": 0.5644222776392352,
1256
+ "recall": 0.5838349097162511,
1257
+ "f1-score": 0.5739644970414202,
1258
+ "support": 1163.0
1259
+ },
1260
+ "1": {
1261
+ "precision": 0.5690115761353517,
1262
+ "recall": 0.5494411006018917,
1263
+ "f1-score": 0.5590551181102362,
1264
+ "support": 1163.0
1265
+ },
1266
+ "accuracy": 0.5666380051590714,
1267
+ "macro avg": {
1268
+ "precision": 0.5667169268872935,
1269
+ "recall": 0.5666380051590714,
1270
+ "f1-score": 0.5665098075758281,
1271
+ "support": 2326.0
1272
+ },
1273
+ "weighted avg": {
1274
+ "precision": 0.5667169268872935,
1275
+ "recall": 0.5666380051590714,
1276
+ "f1-score": 0.5665098075758283,
1277
+ "support": 2326.0
1278
+ }
1279
+ },
1280
+ "patches_analyzed": 15,
1281
+ "hero_features_count": 5
1282
+ },
1283
+ "qwen3_integration": {
1284
+ "qwen3_status": "failed",
1285
+ "error": "HTTP 400"
1286
+ },
1287
+ "analysis_timestamp": "2025-07-18T18:14:28.250036",
1288
+ "key_insights": {
1289
+ "total_patches_analyzed": 15,
1290
+ "hero_model_accuracy": 0.5666380051590714,
1291
+ "hero_features_created": 5,
1292
+ "samples_processed": 11630
1293
+ }
1294
+ }