Dataset
The AudioSet dataset is a large-scale collection of human-labeled 10-second sound clips drawn from YouTube videos. To collect all our data we worked with human annotators who verified the presence of sounds they heard within YouTube segments. To nominate segments for annotation, we relied on YouTube metadata and content-based search.
The sound events in the dataset consist of a subset of the AudioSet ontology
. You can learn more about the dataset construction in our ICASSP 2017 paper
. Explore the dataset annotations by sound class below.
There are 2,084,320 YouTube videos containing 527 labels
⚲
Label
Number of videos
Hours
# videos
Hours
# videos
Hours
# videos
Hours
100%
1,011,305
2,801.8
5,695
15.8
6,244
17.3
999,366
2,768.7
100%
1,010,480
2,793.5
5,324
14.7
5,735
15.9
999,421
2,762.9
100%
128,051
354.2
780
2.2
860
2.4
126,411
349.7
100%
117,343
325.9
406
1.1
532
1.5
116,405
323.3
100%
44,565
123.8
254
0.7
302
0.8
44,009
122.2
100%
42,493
118.0
362
1.0
517
1.4
41,614
115.6
100%
41,554
114.9
280
0.8
296
0.8
40,978
113.3
100%
40,758
112.6
698
1.9
734
2.0
39,326
108.6
100%
35,731
99.1
185
0.5
255
0.7
35,291
97.9
100%
28,125
78.1
60
0.2
64
0.2
28,001
77.8
100%
26,894
74.6
208
0.6
172
0.5
26,514
73.5
100%
20,246
56.2
197
0.5
189
0.5
19,860
55.1
100%
16,245
45.0
189
0.5
186
0.5
15,870
44.0
100%
15,590
43.3
60
0.2
60
0.2
15,470
42.9
100%
15,169
42.1
82
0.2
94
0.3
14,993
41.6
100%
14,568
40.5
92
0.3
60
0.2
14,416
40.0
100%
13,705
37.9
230
0.6
273
0.8
13,202
36.5
100%
11,816
32.8
211
0.6
154
0.4
11,451
31.8
100%
9,292
25.8
89
0.2
87
0.2
9,116
25.3
100%
9,052
25.1
172
0.5
189
0.5
8,691
24.1
100%
9,044
25.0
90
0.2
63
0.2
8,891
24.6
100%
8,994
24.9
294
0.8
286
0.8
8,414
23.3
100%
8,513
23.6
75
0.2
60
0.2
8,378
23.2
100%
8,498
23.5
212
0.6
207
0.6
8,079
22.4
100%
8,361
23.2
166
0.5
183
0.5
8,012
22.3
100%
8,107
22.5
100
0.3
101
0.3
7,906
21.9
100%
7,662
21.2
59
0.2
60
0.2
7,543
20.9
100%
6,842
19.0
82
0.2
93
0.3
6,667
18.5
100%
6,805
18.9
183
0.5
168
0.5
6,454
17.9
100%
6,372
17.7
169
0.5
128
0.4
6,075
16.8
100%
6,248
17.3
213
0.6
202
0.6
5,833
16.1
100%
6,083
16.9
262
0.7
262
0.7
5,559
15.4
100%
5,730
15.8
144
0.4
141
0.4
5,445
15.1
100%
5,696
15.8
119
0.3
112
0.3
5,465
15.1
100%
4,633
12.8
70
0.2
60
0.2
4,503
12.5
100%
4,496
12.5
62
0.2
60
0.2
4,374
12.1
100%
4,380
12.2
61
0.2
65
0.2
4,254
11.8
100%
4,221
11.6
174
0.5
178
0.5
3,869
10.7
100%
4,214
11.7
60
0.2
60
0.2
4,094
11.4
100%
3,964
10.9
109
0.3
122
0.3
3,733
10.2
100%
3,900
10.8
60
0.2
60
0.2
3,780
10.5
100%
3,698
10.3
60
0.2
60
0.2
3,578
9.9
100%
3,051
8.4
60
0.2
60
0.2
2,931
8.1
100%
2,847
7.9
60
0.2
60
0.2
2,727
7.6
100%
2,632
7.3
60
0.2
60
0.2
2,512
7.0
100%
2,390
6.6
60
0.2
60
0.2
2,270
6.2
100%
2,334
6.5
60
0.2
60
0.2
2,214
6.1
100%
2,275
6.3
62
0.2
63
0.2
2,150
6.0
100%
2,274
6.3
60
0.2
61
0.2
2,153
6.0
100%
2,274
6.0
60
0.2
63
0.2
2,151
5.7
100%
2,093
5.7
60
0.2
60
0.2
1,973
5.4
100%
2,078
5.7
61
0.2
60
0.2
1,957
5.3
100%
2,042
5.7
60
0.2
60
0.2
1,922
5.3
100%
1,963
5.5
60
0.2
60
0.2
1,843
5.1
100%
1,868
5.2
60
0.2
60
0.2
1,748
4.9
100%
1,844
5.1
60
0.2
60
0.2
1,724
4.8
100%
1,787
5.0
60
0.2
60
0.2
1,667
4.6
100%
1,784
4.9
60
0.2
60
0.2
1,664
4.6
100%
1,746
4.8
60
0.2
60
0.2
1,626
4.5
100%
1,729
4.8
63
0.2
63
0.2
1,603
4.5
100%
1,721
4.8
61
0.2
61
0.2
1,599
4.4
100%
1,694
4.7
68
0.2
60
0.2
1,566
4.3
100%
1,600
4.3
61
0.2
62
0.2
1,477
4.0
100%
1,594
4.4
60
0.2
60
0.2
1,474
4.1
100%
1,563
4.3
60
0.2
62
0.2
1,441
3.9
100%
1,552
4.3
61
0.2
66
0.2
1,425
4.0
100%
1,302
3.5
60
0.2
60
0.2
1,182
3.2
100%
1,231
3.3
61
0.2
60
0.2
1,110
3.0
100%
1,200
3.3
59
0.2
60
0.2
1,081
2.9
100%
1,155
3.2
60
0.2
60
0.2
1,035
2.9
100%
1,072
3.0
61
0.2
60
0.2
951
2.6
100%
991
2.7
60
0.2
60
0.2
871
2.4
100%
931
2.6
60
0.2
60
0.2
811
2.3
100%
871
2.4
60
0.2
60
0.2
751
2.1
100%
859
2.4
64
0.2
63
0.2
732
2.0
100%
804
2.2
60
0.2
60
0.2
684
1.9
100%
745
2.1
60
0.2
60
0.2
625
1.7
100%
603
1.7
60
0.2
61
0.2
482
1.3
100%
192
0.5
60
0.2
60
0.2
72
0.2
90%
17,716
49.1
63
0.2
60
0.2
17,593
48.8
90%
10,473
29.1
148
0.4
142
0.4
10,183
28.3
90%
8,523
23.6
60
0.2
60
0.2
8,403
23.3
90%
8,078
22.4
60
0.2
60
0.2
7,958
22.0
90%
7,949
22.0
60
0.2
60
0.2
7,829
21.7
90%
7,513
20.9
213
0.6
231
0.6
7,069
19.6
90%
7,261
20.1
61
0.2
60
0.2
7,140
19.8
90%
6,709
18.6
98
0.3
62
0.2
6,549
18.2
90%
6,574
18.2
75
0.2
60
0.2
6,439
17.9
90%
6,352
17.6
86
0.2
82
0.2
6,184
17.1
90%
6,241
17.3
92
0.3
60
0.2
6,089
16.9
90%
5,457
15.2
61
0.2
60
0.2
5,336
14.8
90%
5,292
14.7
60
0.2
60
0.2
5,172
14.4
90%
5,041
14.0
60
0.2
60
0.2
4,921
13.7
90%
4,688
13.0
70
0.2
64
0.2
4,554
12.6
90%
3,080
8.5
60
0.2
60
0.2
2,960
8.2
90%
2,894
8.0
61
0.2
61
0.2
2,772
7.7
90%
2,890
8.0
61
0.2
61
0.2
2,768
7.7
90%
2,644
7.3
60
0.2
60
0.2
2,524
7.0
90%
2,483
6.9
60
0.2
60
0.2
2,363
6.5
90%
2,442
6.8
75
0.2
87
0.2
2,280
6.3
90%
2,247
6.2
60
0.2
64
0.2
2,123
5.9
90%
2,243
6.2
60
0.2
60
0.2
2,123
5.9
90%
1,985
5.5
60
0.2
61
0.2
1,864
5.1
90%
1,974
5.5
60
0.2
60
0.2
1,854
5.1
90%
1,961
5.3
61
0.2
60
0.2
1,840
5.0
90%
1,952
5.4
60
0.2
60
0.2
1,832
5.1
90%
1,889
5.2
60
0.2
60
0.2
1,769
4.9
90%
1,867
5.2
60
0.2
60
0.2
1,747
4.9
90%
1,776
4.9
61
0.2
60
0.2
1,655
4.6
90%
1,756
4.9
61
0.2
60
0.2
1,635
4.5
90%
1,683
4.6
60
0.2
60
0.2
1,563
4.3
90%
1,656
4.6
62
0.2
60
0.2
1,534
4.3
90%
1,462
4.1
62
0.2
60
0.2
1,340
3.7
90%
1,296
3.6
63
0.2
70
0.2
1,163
3.2
90%
1,240
3.4
60
0.2
60
0.2
1,120
3.1
90%
1,202
3.3
62
0.2
66
0.2
1,074
3.0
90%
1,123
3.1
61
0.2
60
0.2
1,002
2.7
90%
977
2.7
60
0.2
60
0.2
857
2.3
90%
939
2.6
60
0.2
61
0.2
818
2.3
90%
921
2.6
60
0.2
60
0.2
801
2.2
90%
912
2.5
63
0.2
66
0.2
783
2.2
90%
862
2.4
60
0.2
60
0.2
742
2.1
90%
845
2.3
60
0.2
60
0.2
725
2.0
90%
829
2.3
60
0.2
60
0.2
709
2.0
90%
823
2.3
60
0.2
60
0.2
703
1.9
90%
810
2.2
60
0.2
59
0.2
691
1.9
90%
787
2.2
62
0.2
61
0.2
664
1.8
90%
703
1.9
60
0.2
60
0.2
583
1.6
90%
689
1.9
60
0.2
60
0.2
569
1.6
90%
665
1.8
60
0.2
60
0.2
545
1.5
90%
437
1.2
60
0.2
60
0.2
317
0.9
90%
429
1.2
60
0.2
63
0.2
306
0.8
90%
394
1.1
60
0.2
60
0.2
274
0.8
90%
380
1.0
60
0.2
60
0.2
260
0.7
90%
292
0.8
60
0.2
60
0.2
172
0.5
90%
164
0.4
60
0.2
60
0.2
44
0.1
90%
137
0.4
60
0.2
60
0.2
17
0.0
89%
76,694
212.8
590
1.6
764
2.1
75,340
209.0
89%
34,343
95.0
226
0.6
256
0.7
33,861
93.7
89%
11,045
30.6
101
0.3
74
0.2
10,870
30.1
89%
10,296
28.6
111
0.3
115
0.3
10,070
28.0
89%
6,132
17.0
60
0.2
60
0.2
6,012
16.6
89%
5,516
15.3
73
0.2
82
0.2
5,361
14.9
89%
5,476
15.2
113
0.3
109
0.3
5,254
14.6
89%
5,282
14.7
67
0.2
67
0.2
5,148
14.3
89%
4,781
13.3
60
0.2
62
0.2
4,659
12.9
89%
4,119
11.4
64
0.2
66
0.2
3,989
11.1
89%
3,293
9.1
77
0.2
75
0.2
3,141
8.7
89%
2,985
8.3
66
0.2
61
0.2
2,858
7.9
89%
2,819
7.8
63
0.2
64
0.2
2,692
7.5
89%
2,603
7.2
60
0.2
60
0.2
2,483
6.9
89%
2,121
5.9
60
0.2
63
0.2
1,998
5.5
89%
2,047
5.6
60
0.2
60
0.2
1,927
5.3
89%
1,829
5.1
60
0.2
60
0.2
1,709
4.7
89%
1,541
4.3
60
0.2
60
0.2
1,421
3.9
89%
1,408
3.9
62
0.2
69
0.2
1,277
3.5
89%
1,325
3.7
63
0.2
61
0.2
1,201
3.3
89%
1,262
3.5
63
0.2
65
0.2
1,134
3.1
89%
988
2.7
60
0.2
59
0.2
869
2.4
89%
870
2.2
60
0.1
59
0.2
751
1.9
89%
447
1.2
60
0.2
60
0.2
327
0.9
88%
16,948
47.1
247
0.7
263
0.7
16,438
45.6
88%
2,795
7.8
64
0.2
65
0.2
2,666
7.4
88%
2,456
6.8
60
0.2
60
0.2
2,336
6.5
86%
2,375
6.6
63
0.2
60
0.2
2,252
6.3
80%
51,597
143.3
306
0.8
350
1.0
50,941
141.5
80%
14,002
38.9
63
0.2
60
0.2
13,879
38.5
80%
13,571
37.6
239
0.7
242
0.7
13,090
36.3
80%
12,038
33.2
151
0.4
60
0.2
11,827
32.7
80%
12,024
33.4
125
0.3
65
0.2
11,834
32.9
80%
8,414
23.4
60
0.2
60
0.2
8,294
23.0
80%
6,464
17.9
149
0.4
143
0.4
6,172
17.1
80%
4,778
13.3
111
0.3
107
0.3
4,560
12.7
80%
4,535
12.5
115
0.3
124
0.3
4,296
11.9
80%
3,659
10.1
60
0.2
61
0.2
3,538
9.8
80%
3,392
9.4
104
0.3
113
0.3
3,175
8.8
80%
3,383
9.4
60
0.2
60
0.2
3,263
9.0
80%
3,348
9.3
69
0.2
60
0.2
3,219
8.9
80%
3,199
8.8
61
0.2
60
0.2
3,078
8.5
80%
3,164
8.8
168
0.5
171
0.5
2,825
7.8
80%
3,049
8.4
61
0.2
60
0.2
2,928
8.1
80%
2,918
8.1
60
0.2
61
0.2
2,797
7.8
80%
2,264
6.3
60
0.2
60
0.2
2,144
6.0
80%
2,108
5.8
60
0.2
66
0.2
1,982
5.5
80%
2,043
5.7
60
0.2
62
0.2
1,921
5.3
80%
1,800
5.0
60
0.2
60
0.2
1,680
4.6
80%
1,785
4.9
109
0.3
118
0.3
1,558
4.3
80%
1,704
4.7
64
0.2
60
0.2
1,580
4.4
80%
1,693
4.7
62
0.2
60
0.2
1,571
4.3
80%
1,667
4.6
139
0.4
145
0.4
1,383
3.8
80%
1,650
4.6
60
0.2
61
0.2
1,529
4.2
80%
1,480
4.1
60
0.2
60
0.2
1,360
3.8
80%
1,298
3.6
60
0.2
60
0.2
1,178
3.3
80%
1,263
3.5
60
0.2
60
0.2
1,143
3.2
80%
1,255
3.4
60
0.2
59
0.2
1,136
3.1
80%
1,246
3.4
61
0.2
59
0.2
1,126
3.1
80%
1,175
3.3
63
0.2
61
0.2
1,051
2.9
80%
984
2.7
60
0.2
60
0.2
864
2.4
80%
980
2.7
60
0.2
61
0.2
859
2.4
80%
865
2.4
60
0.2
60
0.2
745
2.1
80%
863
2.4
61
0.2
60
0.2
742
2.1
80%
850
2.3
60
0.2
60
0.2
730
2.0
80%
838
2.3
60
0.2
60
0.2
718
2.0
80%
834
2.3
61
0.2
61
0.2
712
2.0
80%
820
2.2
62
0.2
62
0.2
696
1.9
80%
792
2.2
61
0.2
60
0.2
671
1.9
80%
790
2.2
60
0.2
60
0.2
670
1.8
80%
787
2.2
61
0.2
60
0.2
666
1.8
80%
784
2.1
60
0.2
60
0.2
664
1.8
80%
775
2.1
67
0.2
62
0.2
646
1.7
80%
753
2.1
60
0.2
60
0.2
633
1.7
80%
735
2.0
60
0.2
60
0.2
615
1.7
80%
673
1.9
60
0.2
60
0.2
553
1.5
80%
636
1.8
60
0.2
60
0.2
516
1.4
80%
543
1.5
60
0.2
60
0.2
423
1.2
80%
501
1.4
60
0.2
60
0.2
381
1.1
80%
476
1.3
60
0.2
61
0.2
355
0.9
80%
466
1.2
60
0.2
60
0.2
346
0.9
80%
433
1.2
60
0.2
60
0.2
313
0.9
80%
366
1.0
60
0.2
60
0.2
246
0.7
80%
224
0.6
60
0.2
60
0.2
104
0.3
78%
27,975
77.7
162
0.5
168
0.5
27,645
76.7
78%
19,842
54.9
348
1.0
412
1.1
19,082
52.8
78%
6,441
17.9
60
0.2
60
0.2
6,321
17.6
78%
4,673
13.0
61
0.2
62
0.2
4,550
12.6
78%
3,834
10.6
63
0.2
64
0.2
3,707
10.3
78%
3,319
9.1
86
0.2
77
0.2
3,156
8.7
78%
3,248
9.0
61
0.2
61
0.2
3,126
8.7
78%
2,962
8.2
123
0.3
119
0.3
2,720
7.6
78%
2,958
8.1
60
0.2
60
0.2
2,838
7.8
78%
2,859
7.9
60
0.2
60
0.2
2,739
7.6
78%
2,582
7.1
74
0.2
76
0.2
2,432
6.7
78%
1,978
5.5
60
0.2
60
0.2
1,858
5.2
78%
1,858
5.1
60
0.2
61
0.2
1,737
4.8
78%
1,626
4.5
60
0.2
60
0.2
1,506
4.2
78%
1,475
4.1
60
0.2
60
0.2
1,355
3.7
78%
1,353
3.7
60
0.2
60
0.2
1,233
3.4
78%
1,248
3.4
61
0.2
62
0.2
1,125
3.1
78%
843
2.3
60
0.2
60
0.2
723
2.0
78%
825
2.3
70
0.2
70
0.2
685
1.9
78%
702
1.9
60
0.2
60
0.2
582
1.6
78%
505
1.4
60
0.2
60
0.2
385
1.1
78%
331
0.9
60
0.2
60
0.2
211
0.6
78%
329
0.9
60
0.2
60
0.2
209
0.6
78%
299
0.8
60
0.2
60
0.2
179
0.5
78%
215
0.6
60
0.2
59
0.2
96
0.3
78%
214
0.6
60
0.2
60
0.2
94
0.3
75%
2,915
8.1
118
0.3
62
0.2
2,735
7.6
75%
1,522
4.2
60
0.2
60
0.2
1,402
3.9
75%
877
2.4
60
0.2
60
0.2
757
2.1
75%
363
1.0
60
0.2
60
0.2
243
0.7
70%
11,523
32.0
91
0.3
87
0.2
11,345
31.5
70%
7,224
20.0
61
0.2
60
0.2
7,103
19.7
70%
5,290
14.6
60
0.2
59
0.2
5,171
14.3
70%
3,459
9.6
165
0.5
166
0.5
3,128
8.7
70%
3,439
9.5
60
0.2
60
0.2
3,319
9.2
70%
3,333
9.2
68
0.2
68
0.2
3,197
8.9
70%
2,518
6.8
63
0.2
61
0.2
2,394
6.5
70%
2,448
6.8
60
0.2
60
0.2
2,328
6.4
70%
2,234
5.9
61
0.2
61
0.2
2,112
5.6
70%
2,216
6.2
60
0.2
61
0.2
2,095
5.8
70%
2,075
5.7
60
0.2
61
0.2
1,954
5.4
70%
2,028
5.6
60
0.2
76
0.2
1,892
5.3
70%
1,824
5.1
60
0.2
60
0.2
1,704
4.7
70%
1,636
4.5
60
0.2
60
0.2
1,516
4.2
70%
1,581
4.4
60
0.2
60
0.2
1,461
4.1
70%
1,557
4.3
61
0.2
60
0.2
1,436
4.0
70%
1,541
4.3
116
0.3
117
0.3
1,308
3.6
70%
1,353
3.8
66
0.2
62
0.2
1,225
3.4
70%
1,218
3.3
59
0.2
60
0.2
1,099
3.0
70%
1,108
3.1
60
0.2
60
0.2
988
2.7
70%
827
2.3
60
0.2
60
0.2
707
2.0
70%
816
2.3
61
0.2
60
0.2
695
1.9
70%
812
2.3
60
0.2
60
0.2
692
1.9
70%
799
2.2
60
0.2
59
0.2
680
1.9
70%
634
1.7
61
0.2
60
0.2
513
1.4
70%
582
1.6
63
0.2
62
0.2
457
1.3
70%
519
1.4
60
0.2
60
0.2
399
1.1
70%
455
1.3
60
0.2
61
0.2
334
0.9
70%
452
1.3
60
0.2
60
0.2
332
0.9
70%
434
1.2
60
0.2
60
0.2
314
0.9
70%
392
1.1
60
0.2
60
0.2
272
0.7
70%
379
1.0
61
0.2
60
0.2
258
0.7
70%
369
1.0
60
0.2
60
0.2
249
0.7
70%
342
0.9
60
0.2
60
0.2
222
0.6
70%
309
0.9
60
0.2
59
0.2
190
0.5
70%
152
0.4
60
0.2
60
0.2
32
0.1
70%
127
0.3
60
0.2
60
0.2
7
0.0
67%
10,403
28.8
140
0.4
147
0.4
10,116
28.0
67%
3,075
8.5
62
0.2
63
0.2
2,950
8.2
67%
2,822
7.8
60
0.2
60
0.2
2,702
7.5
67%
2,111
5.9
60
0.2
62
0.2
1,989
5.5
67%
1,939
5.4
65
0.2
69
0.2
1,805
5.0
67%
1,799
5.0
69
0.2
71
0.2
1,659
4.6
67%
1,501
4.1
62
0.2
60
0.2
1,379
3.8
67%
1,445
4.0
61
0.2
62
0.2
1,322
3.7
67%
1,143
3.2
60
0.2
61
0.2
1,022
2.8
67%
1,051
2.9
65
0.2
73
0.2
913
2.5
67%
895
2.5
60
0.2
60
0.2
775
2.2
67%
866
2.4
60
0.2
60
0.2
746
2.1
67%
769
2.1
60
0.2
60
0.2
649
1.8
67%
758
2.1
64
0.2
64
0.2
630
1.8
67%
649
1.8
61
0.2
60
0.2
528
1.5
67%
623
1.7
60
0.2
60
0.2
503
1.4
67%
600
1.6
60
0.2
60
0.2
480
1.3
67%
322
0.9
60
0.2
60
0.2
202
0.5
67%
290
0.8
60
0.2
60
0.2
170
0.5
67%
253
0.7
60
0.2
60
0.2
133
0.4
63%
1,220
3.4
60
0.2
61
0.2
1,099
3.1
63%
943
2.6
60
0.2
60
0.2
823
2.3
63%
631
1.8
60
0.2
60
0.2
511
1.4
63%
205
0.6
60
0.2
60
0.2
85
0.2
60%
12,823
35.6
173
0.5
188
0.5
12,462
34.6
60%
4,409
12.2
60
0.2
60
0.2
4,289
11.9
60%
3,707
9.4
60
0.2
60
0.2
3,587
9.1
60%
3,325
9.1
60
0.2
60
0.2
3,205
8.8
60%
2,658
7.3
60
0.2
60
0.2
2,538
6.9
60%
1,410
3.8
62
0.2
61
0.2
1,287
3.5
60%
1,366
3.8
60
0.2
60
0.2
1,246
3.5
60%
1,302
3.6
60
0.2
60
0.2
1,182
3.3
60%
1,300
3.6
59
0.2
60
0.2
1,181
3.3
60%
843
2.3
61
0.2
61
0.2
721
2.0
60%
763
2.1
61
0.2
60
0.2
642
1.8
60%
663
1.8
60
0.2
61
0.2
542
1.5
60%
449
1.2
60
0.2
60
0.2
329
0.9
60%
416
1.2
60
0.2
60
0.2
296
0.8
60%
366
1.0
63
0.2
60
0.2
243
0.7
60%
311
0.9
60
0.2
60
0.2
191
0.5
60%
304
0.8
60
0.2
60
0.2
184
0.5
57%
479
1.3
60
0.2
60
0.2
359
1.0
57%
358
1.0
60
0.2
60
0.2
238
0.7
56%
6,787
18.8
60
0.2
59
0.2
6,668
18.5
56%
2,824
7.8
62
0.2
62
0.2
2,700
7.5
56%
1,498
4.1
60
0.2
62
0.2
1,376
3.8
56%
1,439
4.0
82
0.2
106
0.3
1,251
3.5
56%
1,238
3.4
66
0.2
66
0.2
1,106
3.1
56%
1,046
2.9
60
0.2
60
0.2
926
2.6
56%
698
1.9
60
0.2
60
0.2
578
1.6
56%
382
1.1
60
0.2
60
0.2
262
0.7
56%
368
1.0
61
0.2
60
0.2
247
0.7
56%
192
0.5
60
0.2
60
0.2
72
0.2
56%
186
0.5
60
0.2
59
0.2
67
0.2
56%
169
0.5
60
0.2
60
0.2
49
0.1
50%
3,884
10.7
74
0.2
60
0.2
3,750
10.4
50%
3,805
10.5
60
0.2
61
0.2
3,684
10.1
50%
2,898
8.0
60
0.2
60
0.2
2,778
7.7
50%
2,583
7.2
103
0.3
95
0.3
2,385
6.6
50%
1,857
5.1
61
0.2
60
0.2
1,736
4.8
50%
1,826
5.1
60
0.2
60
0.2
1,706
4.7
50%
1,368
3.8
60
0.2
60
0.2
1,248
3.5
50%
1,284
3.6
60
0.2
59
0.2
1,165
3.2
50%
1,072
3.0
60
0.2
60
0.2
952
2.6
50%
1,047
2.9
59
0.2
60
0.2
928
2.5
50%
909
2.5
60
0.2
60
0.2
789
2.2
50%
903
2.5
60
0.2
60
0.2
783
2.1
50%
794
2.2
60
0.2
60
0.2
674
1.9
50%
781
2.2
60
0.2
60
0.2
661
1.8
50%
591
1.6
60
0.2
60
0.2
471
1.3
50%
511
1.4
60
0.2
60
0.2
391
1.1
50%
509
1.4
60
0.2
60
0.2
389
1.1
50%
476
1.3
60
0.2
60
0.2
356
1.0
50%
450
1.2
60
0.2
60
0.2
330
0.9
50%
397
1.1
60
0.2
60
0.2
277
0.8
50%
395
1.1
60
0.2
60
0.2
275
0.8
50%
390
1.1
60
0.2
60
0.2
270
0.7
50%
375
1.0
60
0.2
60
0.2
255
0.7
50%
374
1.0
60
0.2
60
0.2
254
0.7
50%
360
1.0
60
0.2
60
0.2
240
0.7
50%
349
1.0
60
0.2
60
0.2
229
0.6
50%
347
1.0
60
0.2
60
0.2
227
0.6
50%
334
0.9
60
0.2
60
0.2
214
0.6
50%
281
0.8
60
0.2
60
0.2
161
0.4
50%
274
0.8
60
0.2
60
0.2
154
0.4
50%
270
0.7
60
0.2
60
0.2
150
0.4
50%
200
0.6
60
0.2
60
0.2
80
0.2
50%
160
0.4
60
0.2
60
0.2
40
0.1
44%
1,184
3.3
61
0.2
61
0.2
1,062
2.9
44%
548
1.5
62
0.2
60
0.2
426
1.2
44%
502
1.4
60
0.2
60
0.2
382
1.1
44%
500
1.4
60
0.2
60
0.2
380
1.0
44%
413
1.1
60
0.2
60
0.2
293
0.8
44%
262
0.7
60
0.2
60
0.2
142
0.4
44%
249
0.7
60
0.2
60
0.2
129
0.4
44%
183
0.5
60
0.2
60
0.2
63
0.2
43%
1,217
3.4
60
0.2
62
0.2
1,095
3.0
40%
4,528
12.6
76
0.2
87
0.2
4,365
12.1
40%
2,968
8.2
64
0.2
66
0.2
2,838
7.9
40%
2,278
6.1
61
0.2
60
0.2
2,157
5.8
40%
2,159
6.0
60
0.2
60
0.2
2,039
5.7
40%
2,080
5.8
62
0.2
61
0.2
1,957
5.4
40%
1,808
5.0
60
0.2
60
0.2
1,688
4.7
40%
1,691
4.7
60
0.2
60
0.2
1,571
4.4
40%
1,248
3.4
62
0.2
60
0.2
1,126
3.1
40%
1,242
3.4
60
0.2
62
0.2
1,120
3.1
40%
1,192
3.3
60
0.2
60
0.2
1,072
3.0
40%
856
2.4
59
0.2
60
0.2
737
2.0
40%
592
1.6
59
0.2
59
0.2
474
1.3
40%
511
1.4
60
0.2
60
0.2
391
1.1
40%
491
1.4
61
0.2
60
0.2
370
1.0
40%
293
0.8
60
0.2
60
0.2
173
0.5
40%
190
0.5
60
0.2
60
0.2
70
0.2
38%
8,351
22.4
59
0.1
60
0.2
8,232
22.1
38%
1,808
5.0
62
0.2
60
0.2
1,686
4.7
38%
864
2.4
61
0.2
60
0.2
743
2.1
38%
205
0.6
60
0.2
60
0.2
85
0.2
33%
1,010
2.8
60
0.2
60
0.2
890
2.5
33%
514
1.4
61
0.2
60
0.2
393
1.1
33%
485
1.3
60
0.2
61
0.2
364
1.0
33%
469
1.3
60
0.2
60
0.2
349
1.0
33%
355
0.9
60
0.2
60
0.2
235
0.6
33%
321
0.9
60
0.2
59
0.2
202
0.5
33%
273
0.7
59
0.2
60
0.2
154
0.4
33%
203
0.6
60
0.2
59
0.2
84
0.2
33%
195
0.5
60
0.2
60
0.2
75
0.2
33%
176
0.5
60
0.2
60
0.2
56
0.2
30%
2,363
6.5
61
0.2
60
0.2
2,242
6.2
30%
1,933
5.3
60
0.2
60
0.2
1,813
5.0
30%
1,233
3.4
61
0.2
62
0.2
1,110
3.1
30%
447
1.2
60
0.2
60
0.2
327
0.9
30%
439
1.2
62
0.2
67
0.2
310
0.9
30%
429
1.2
60
0.2
60
0.2
309
0.9
30%
333
0.9
60
0.2
59
0.2
214
0.6
30%
329
0.9
60
0.2
60
0.2
209
0.6
30%
266
0.7
60
0.2
60
0.2
146
0.4
30%
153
0.4
61
0.2
60
0.2
32
0.1
29%
440
1.2
60
0.2
60
0.2
320
0.9
29%
410
1.1
60
0.2
60
0.2
290
0.8
25%
3,690
10.2
135
0.4
131
0.4
3,424
9.5
22%
700
1.9
61
0.2
60
0.2
579
1.6
22%
231
0.6
60
0.2
60
0.2
111
0.3
20%
4,233
11.7
60
0.2
60
0.2
4,113
11.4
20%
1,728
4.8
60
0.2
60
0.2
1,608
4.4
20%
1,713
4.8
60
0.2
60
0.2
1,593
4.4
20%
1,481
4.1
60
0.2
60
0.2
1,361
3.8
20%
1,353
3.7
60
0.2
60
0.2
1,233
3.4
20%
845
2.2
60
0.2
61
0.2
724
1.9
20%
797
2.2
60
0.2
60
0.2
677
1.9
20%
671
1.9
60
0.2
60
0.2
551
1.5
20%
650
1.8
60
0.2
60
0.2
530
1.5
20%
570
1.6
60
0.2
60
0.2
450
1.2
20%
567
1.6
60
0.2
60
0.2
447
1.2
20%
434
1.2
60
0.2
60
0.2
314
0.9
20%
417
1.1
60
0.2
60
0.2
297
0.8
20%
376
1.0
60
0.2
60
0.2
256
0.7
20%
218
0.6
60
0.2
60
0.2
98
0.3
20%
182
0.5
60
0.2
60
0.2
62
0.2
17%
747
2.1
60
0.2
60
0.2
627
1.7
13%
526
1.4
60
0.2
60
0.2
406
1.1
11%
2,680
7.4
60
0.2
60
0.2
2,560
7.1
11%
874
2.4
60
0.2
60
0.2
754
2.1
11%
616
1.7
60
0.2
60
0.2
496
1.4
11%
206
0.6
60
0.2
60
0.2
86
0.2
11%
149
0.4
60
0.2
60
0.2
29
0.1
10%
1,649
4.6
60
0.2
61
0.2
1,528
4.2
0%
2,048
5.7
60
0.2
60
0.2
1,928
5.3
0%
1,439
4.0
60
0.2
60
0.2
1,319
3.7
0%
710
2.0
60
0.2
60
0.2
590
1.6
-
38,958
108.2
60
0.2
109
0.3
38,789
107.7
-
18,695
51.9
94
0.3
60
0.2
18,541
51.5
-
17,264
47.9
95
0.3
60
0.2
17,109
47.5
-
9,321
25.9
86
0.2
60
0.2
9,175
25.5
-
8,813
24.5
89
0.2
63
0.2
8,661
24.1
-
8,475
23.5
92
0.3
69
0.2
8,314
23.1
-
7,745
21.5
66
0.2
61
0.2
7,618
21.2
-
6,874
19.1
61
0.2
60
0.2
6,753
18.8
-
6,630
18.4
60
0.2
60
0.2
6,510
18.0
-
6,609
18.4
62
0.2
60
0.2
6,487
18.0
-
6,459
17.9
69
0.2
60
0.2
6,330
17.6
-
5,638
15.6
60
0.2
60
0.2
5,518
15.3
-
5,530
15.4
61
0.2
60
0.2
5,409
15.0
-
5,441
15.1
87
0.2
60
0.2
5,294
14.7
-
5,133
14.3
65
0.2
61
0.2
5,007
13.9
-
4,956
13.8
61
0.2
60
0.2
4,835
13.4
-
4,930
13.7
86
0.2
62
0.2
4,782
13.3
-
4,930
13.7
60
0.2
60
0.2
4,810
13.4
-
4,904
13.6
60
0.2
61
0.2
4,783
13.3
-
4,768
13.2
63
0.2
62
0.2
4,643
12.9
-
4,473
12.4
60
0.2
60
0.2
4,353
12.1
-
4,453
12.4
87
0.2
67
0.2
4,299
11.9
-
4,342
12.0
61
0.2
61
0.2
4,220
11.7
-
4,287
11.9
61
0.2
62
0.2
4,164
11.6
-
4,141
11.5
60
0.2
60
0.2
4,021
11.2
-
4,137
11.5
62
0.2
64
0.2
4,011
11.1
-
4,091
11.4
60
0.2
60
0.2
3,971
11.0
-
4,074
11.3
64
0.2
61
0.2
3,949
11.0
-
4,065
11.3
61
0.2
60
0.2
3,944
11.0
-
3,924
10.9
65
0.2
64
0.2
3,795
10.5
-
3,753
10.4
77
0.2
60
0.2
3,616
10.0
-
3,672
10.2
73
0.2
60
0.2
3,539
9.8
-
3,529
9.8
68
0.2
62
0.2
3,399
9.4
-
3,511
9.7
62
0.2
60
0.2
3,389
9.4
-
3,369
9.3
60
0.2
60
0.2
3,249
9.0
-
3,247
9.0
60
0.2
60
0.2
3,127
8.7
-
3,229
9.0
60
0.2
62
0.2
3,107
8.6
-
3,162
8.8
60
0.2
60
0.2
3,042
8.4
-
3,118
8.7
60
0.2
66
0.2
2,992
8.3
-
3,019
8.4
63
0.2
62
0.2
2,894
8.0
-
2,930
8.1
70
0.2
61
0.2
2,799
7.8
-
2,907
8.1
95
0.3
60
0.2
2,752
7.6
-
2,835
7.9
60
0.2
60
0.2
2,715
7.5
-
2,722
7.6
62
0.2
60
0.2
2,600
7.2
-
2,704
7.5
65
0.2
60
0.2
2,579
7.2
-
2,559
7.1
60
0.2
62
0.2
2,437
6.8
-
2,525
7.0
60
0.2
60
0.2
2,405
6.7
-
2,483
6.9
61
0.2
60
0.2
2,362
6.6
-
2,365
6.6
61
0.2
60
0.2
2,244
6.2
-
2,296
6.4
59
0.2
60
0.2
2,177
6.0
-
2,277
6.3
60
0.2
60
0.2
2,157
6.0
-
2,220
6.2
61
0.2
60
0.2
2,099
5.8
-
2,138
5.9
60
0.2
61
0.2
2,017
5.6
-
2,088
5.8
60
0.2
60
0.2
1,968
5.5
-
2,018
5.6
61
0.2
61
0.2
1,896
5.3
-
1,979
5.5
164
0.5
77
0.2
1,738
4.8
-
1,917
5.3
61
0.2
60
0.2
1,796
5.0
-
1,770
4.9
60
0.2
60
0.2
1,650
4.6
-
1,754
4.9
60
0.2
60
0.2
1,634
4.5
-
1,737
4.8
60
0.2
60
0.2
1,617
4.5
-
1,722
4.8
59
0.2
61
0.2
1,602
4.4
-
1,714
4.8
60
0.2
60
0.2
1,594
4.4
-
1,663
4.6
63
0.2
61
0.2
1,539
4.3
-
1,638
4.5
60
0.2
60
0.2
1,518
4.2
-
1,459
4.1
60
0.2
61
0.2
1,338
3.7
-
1,438
4.0
60
0.2
60
0.2
1,318
3.6
-
1,155
3.2
60
0.2
60
0.2
1,035
2.9
-
1,105
3.1
60
0.2
60
0.2
985
2.7
-
811
2.3
60
0.2
60
0.2
691
1.9
-
718
2.0
63
0.2
60
0.2
595
1.7
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