Herd Instinct

উৎস: LBankসময়: 2024-09-17 01:01:29

In the tempestuous ocean of financial markets, there's a phenomenon that few participants can evade—the "herd mentality," or the "herding instinct." Picture a flock of sheep grazing peacefully on an expansive meadow; when one suddenly bolts, the rest follow blindly, without questioning why. In the realm of cryptocurrency trading, this scene unfolds with equal vivacity.

What is Herding Instinct?

Herding instinct denotes the tendency of some cryptocurrency traders to follow the crowd, mirroring the actions of the majority. Rampant buying during market highs or panic selling amidst downturns are vivid manifestations of this behavior. Especially at moments when the market is full of uncertainty or violent fluctuations , this impulse becomes all the more pronounced.

How Herding Instinct Works

Fundamentally, the herding instinct stems from humanity's innate desire to belong. Within the cryptocurrency market, many traders use others' market actions as a roadmap for their own decisions. This fosters a positive feedback loop: the more people buy or sell a particular cryptocurrency, the more others feel compelled to do the same, amplifying the behavior.

Impacts of Herding Instinct

Amplified Market Volatility

Herding instinct magnifies market volatility, causing prices to fluctuate wildly within short periods. This effect is particularly evident in smaller, less liquid markets.

Mispricing

As herd behavior may not be based on the true value of the cryptocurrency but rather on others' actions, it can result in incorrect pricing. Market sentiment, rather than fundamentals, sometimes becomes the dominant factor in valuation.

Bubbles and Crashes

When traders collectively chase trends, they can inflate market bubbles that eventually burst, triggering market collapses. The meteoric rise of Bitcoin in 2017 followed by a correction serves as a vivid example.

Self-Reinforcing Chart Patterns

Herding instinct can also give rise to self-reinforcing chart patterns. Traders collectively interpret market dynamics and execute similar strategies, reinforcing certain graphical patterns, which in turn further influence market trends.

স্পটফিউচার
USDTUSDCLTsBTCETHSTABLECOINS
জোড়ামূল্যপরিবর্তন
90577.64
3.46%
2236.51
2.99%
597.8
2.35%
146.03
1.11%
0.00262
-5.76%
1.0000
-0.02%
2.5138
2.07%
3.042
-2.66%
2.6645
4.87%
0.4201
10.49%
4.529
4.45%
13.26
2.63%
0.8072
-3.07%
0.000931
-2.51%
0.001067
0.66%
0.000001690
9.10%
0.00722
-2.04%
----
0.007401
100.03%
0.08374
94.74%
0.016200
-9.07%
0.06164
-5.39%
0.0631
-30.43%
0.003618
-19.71%
0.000229
-10.55%
0.03533
28.24%
0.0006791
5.03%
0.03954
7.36%
0.1750
4.73%
0.2068
6.60%
1.25
-6.02%
0.515
-3.74%
0.01621
10.95%
5.80
-9.80%
49.52
2.78%
86.69
2.39%
0.4855
3.78%
0.003737
-45.80%
0.00003
0.00%
0.06559
1.13%
0.00403
-28.29%
1318.3844
0.38%
18487985.6863190
0.27%
60049.71080
-1.12%
60.18840
-25.05%
0.0000002332
5.57%
0.0002076
-2.08%
0.04236
1.63%
45.65310
-3.94%
16244.33680
-0.74%
12508.91535
-1.12%
1977.62807
-3.51%
3.55310
5.42%
0.001646
-0.12%
0.0000004920
1.23%
0.0000000031
-36.73%
0.0000000074
-1.33%
3095.0000
0.10%
0.0000022013
0.90%
27.4800
2.50%
0.0003
-80.00%
0.000000000000054
12.50%
8.9773
3.20%
0.01769
0.97%
14.5494
-6.55%
2.17190
0.60%
0.07515
0.32%
0.100500
-30.22%
4.156121
13.97%
8.0819
3.23%
0.3020
-0.53%
0.522337
1.41%
1.2742
-5.48%
0.006737
3.38%
0.14145
-14.02%
0.000024876
10.57%
1.1040
0.27%
0.02033
5.17%
0.23293
0.02%
0.69475
-2.82%
0.13999
-17.17%
2.5966
0.13%
1.9397
8.15%
0.00003284
1.39%
0.003764
-1.03%
114.1027
0.00%
0.1481
14.90%
0.2508
0.40%
0.216352
1.29%
0.003058
4.65%
0.4253
-2.72%
1.3015
8.49%
0.03214
-6.41%
0.000000000000039
-38.10%
0.0013104
6.14%
0.1197
4.36%
0.0031365
0.09%
1.0397
1.18%
0.7922
-0.03%
10.2280
2.40%
1.4388
1.08%
0.00655
0.31%
0.00008042
9.13%
0.039749
-3.69%
0.120800
-1.47%
0.9899
5.93%
0.0001288
-3.66%
0.01529
1.26%
0.04410
1.12%
0.05080
9.36%
0.00354617
3.46%
0.16561
2.65%
1.1834
2.90%
0.007723
11.67%
125.7658
-0.99%
0.00053123
7.53%
0.0001987
-71.01%
93.6669
0.02%
0.20517
3.18%
0.003223
1.38%
0.00004433
3.79%
0.01002
0.00%
0.2051
0.98%
0.3729
-1.51%
0.017300
-2.26%
0.08797
1.77%
230.84
-1.37%
0.0120
-0.83%
2097.03
-5.13%
1.5362
14.52%
0.109082
3.34%
0.2443
0.95%
8.1155
-0.29%
30.4004
-0.60%
0.00973
-0.41%
0.00004068
2.94%
0.174687
16.07%
0.1011
3.80%
0.00000988
14.88%
0.8575
0.55%
0.0003693
-8.13%
0.00001339
2.29%
2.3752
0.47%
0.008821
6.53%
0.02993
-0.17%
0.000000330
3.45%
0.00366
4.57%
0.00494
2.49%
0.1667
2.40%
0.00274300
4.38%
0.6561
-1.63%
0.00000711
2.45%
0.024041
2.22%
12.0352
-6.35%
0.000000151
-2.58%
0.5387
1.16%
0.01941
-9.38%
1.1629
0.50%
0.001737
0.17%
0.03020
-1.31%
1.6329
0.39%
0.005430
-7.07%
0.003900
16.56%
0.4226
-2.58%
248.3100
0.35%
3.5465
-0.78%
0.54690
-2.75%
0.10691
0.75%
0.0006999
-0.01%
0.115026
-0.01%
0.000626
-0.32%
0.0360
3.45%
3.9171
4.21%
0.000888
-5.53%
0.000000001313
2.26%
0.59098
1.32%
0.014636
-0.07%
0.00002519
1.57%
0.204
-3.32%
0.000909
20.40%
0.000004543
0.53%
0.0178
-2.20%
0.1217
8.47%
55.5880
11.43%
0.1006
31.50%
0.00000001755
7.80%
0.000001781
17.95%
0.0022986
0.05%
0.1698
2.04%
0.9999
-0.04%
0.0185
2.21%
0.0005033
-3.19%
0.002127
8.69%
0.0023513
-2.60%
0.0003029
3.34%
16.40
10.89%
102.14854
11.90%
0.00000897
37.79%
105.17
2.41%
0.049800
6.03%
0.0003961
1.07%
0.405
6.58%
0.00004384
0.00%
0.00309
3.34%
0.001024
5.13%
0.0026099
1.75%
0.02847
-0.11%
0.00572
5.34%
0.0003200
5.54%
0.42670
10.15%
0.1485
0.27%
0.1651
-10.76%
0.1758
-2.12%
0.005728
-2.24%
0.11303
0.49%
0.122356
0.05%
0.0000885
0.57%
0.17441
-9.88%
0.01907
8.29%
0.02434
-1.50%
0.7140
0.85%
0.02426
-3.73%
0.02496
2.42%
519.0000
0.97%
0.00364
0.00%
0.001934
2.82%
0.48302
-12.02%
0.24975
4.26%
0.00781
-1.01%
0.024585
0.01%
0.03695
3.24%
0.06350
3.10%
0.0001689
3.43%
0.1407
0.00%
0.1056
9.77%
0.1939
6.95%
0.5961
5.08%
8.9231
0.13%
0.0006636
0.94%
0.0021963
2.03%
0.003312
4.35%
0.02560
4.15%
0.001117
0.72%
0.1180
14.79%
0.00000000003976
3.38%
0.01828
1.73%
0.000310
2.99%
0.6530
-0.68%
0.00612
2.17%
0.003297
2.71%
0.002848
-3.16%
0.00391
3.17%
0.006069
0.53%
0.000008201
-2.70%
0.00001241
3.59%
0.9685
0.16%
0.4652
4.47%
3.0839
-7.21%
0.07002
3.32%
0.00539
1.13%
0.016053
-6.58%
0.00022534
-4.73%
0.587
1.73%
0.0210
0.96%
0.0000189
0.53%
0.0009538
13.02%
0.00404
-8.80%
0.01652
6.24%
0.002515
-1.91%
0.00048
6.67%
0.02164
-4.71%
0.008710
-2.68%
1.093
6.22%
0.024618
1.48%
0.013610
-8.84%
0.0000138
-9.21%
0.008545
4.23%
0.6043
-0.36%
0.000000001254
6.91%
0.0001022
8.38%
0.00001121
-0.97%
0.00010700
1.81%
3.7363
0.70%
0.00240
1.69%
0.00000458
2.92%
1.1340
17.28%
99.181
2.34%
395.5
23.63%
0.30859
19.99%
0.00150
-76.92%
0.1094
0.00%
4.4349
2.86%
0.01813
-1.95%
0.06527
-1.08%
0.86615
-0.20%
0.2045
-1.92%
0.06270
1.13%
301.1
5.06%
9.95
0.61%
5.9007
-0.82%
0.04942
-32.98%
0.006678
-6.35%
0.00010535
14.74%
15.99
-15.40%
0.00060
25.00%
0.0000900
3.81%
0.000002173
-4.53%
3.013
6.69%
0.000474
22.16%
0.3024
2.58%
0.9012
0.02%
0.01815
0.50%
0.00002836
-15.14%
0.02595
11.66%
0.02861
-26.73%
0.000002518
-0.12%
21.64
8.15%
0.6000
-0.02%
0.0798
0.25%
0.001050
-0.47%
0.003731
4.83%
0.3504
-7.81%
1.0569
-59.28%
0.037459
2.43%
0.00018023
-0.58%
0.04866
0.12%
0.03917
5.72%
0.2568
3.30%
0.01663
0.18%
0.001050
-4.55%
6.4000
0.00%
0.000641
-0.31%
10.15
2.11%
1.5137
-22.53%
3.139
4.04%
0.0000772
-0.26%
0.0000249
-16.72%
3.1413
5.77%
0.0000991
-28.50%
0.006718
0.57%
0.0016
0.00%
0.000896
-0.11%
0.2554
2.49%
0.066
46.67%
0.8800
-1.02%
0.1928
0.16%
0.00052
-1.89%
0.020455
0.11%
81.8932
2.37%
0.0002097
-27.56%
0.02228
26.66%
0.000000000536
2.29%
0.04108
-0.75%
0.3056
4.73%
218.73
6.24%
0.10071
2.64%
0.4845
6.27%
0.011481
0.31%
0.2921
-2.08%
0.000010451
-7.26%
0.013760
-4.54%
0.000805
54.81%
0.000554
15.18%
0.312712
0.30%
0.0869
4.32%
0.12512
0.05%
0.53890
14.66%
7.2058
0.38%
0.00013410
21.84%
0.00003945
-0.35%
6.9180
4.79%
0.00000005810
4.12%
0.7243
-1.58%
0.01787
-1.54%
1.0003
0.02%
1.187
0.34%
0.2345
4.50%
0.0337
5.64%
34.0932
-0.31%
0.00569
7.36%
0.000480
8.84%
0.0036592
-0.17%
0.016504
-15.43%
0.01431
-12.32%
3.383
-2.54%
12.1393
8.73%
0.012765
1.71%
0.0155
-12.92%
0.0127
2.42%
0.01719
-5.50%
0.0067
0.00%
0.4319
-0.25%
0.4897
2.13%
0.000550
0.00%
0.1743
1.57%
0.00010996
0.00%
0.01888
6.73%
0.002895
-6.79%
6.22
13.92%
1.801
2.50%
0.0000276
-14.81%
0.0338
3.68%
2.1111
0.00%
0.04938
15.64%
20.69
9.36%
1.7744
15.01%
2.9999
0.01%
0.00000072
1.41%
0.000132
0.00%
10.76
-4.53%
0.00007160
0.00%
0.00000165
0.00%
0.1921
2.13%
0.00072
-1.37%
0.00002543
0.75%
0.0672
8.04%
5.329
-2.63%
0.4282
1.90%
0.001010
1.00%
0.0104939
1.29%
0.00183
1.67%
0.3825
3.24%
1.5969
-0.19%
0.00287
-0.35%
0.002482
0.08%
0.8175
-3.93%
0.3889
0.80%
0.0914
2.12%
0.000648
6.23%
0.3106
77.99%
0.00770
-4.94%
0.021861
1.27%
0.05177
15.76%
0.03986
-3.60%
36.7268
-14.31%
0.004189
15.18%
0.0000849
-4.39%
0.0003209
4.15%
0.002763
1.77%
0.0000000047
-4.08%
0.33265
-7.55%
0.005217
4.67%
0.001517
2.43%
0.1289
0.70%
0.01136
90.28%
0.000873
1.04%
3.752
6.26%
0.006370
33.21%
0.3141
3.80%
0.00038
-2.56%
0.00011221
-37.14%
0.000115
-4.17%
0.04475
10.03%
0.2292
7.56%
0.4352
8.18%
0.3883
-0.79%
0.07524
-0.27%
0.2509
5.24%
0.000291
3.56%
0.006031
4.65%
0.00663
-1.49%
0.000888
-19.35%
0.1628
-88.17%
0.2919
5.49%
0.001433
2.72%
0.0117813
-0.22%
0.0740
21.11%
0.00453436
3.78%
0.002186
6.12%
3.1613
-0.03%
2.4810
6.15%
0.001181
0.25%
0.000159
1.27%
0.002100
-11.58%
0.0208
-1.42%
0.04258
10.05%
0.00067323
11.82%
220.000
0.92%
0.00737
0.68%
0.00622
5.78%
0.00000015567
3.04%
0.01759
7.13%
0.2208
6.26%
7.493
6.06%
1378
0.36%
17.21
-1.32%
0.6345
-1.96%
0.006666
6.49%
0.05467
-0.98%
0.000504
-0.79%
0.002165
-0.46%
0.00000399
0.00%
0.3790
45.04%
0.0000521
-4.40%
0.000217
-8.82%
0.6527
5.07%
0.03396
3.19%
0.0195
59.84%
0.11929
0.22%
0.00005133
0.45%
0.2456
0.16%
0.6000
-32.10%
0.1484
13.98%
0.616
4.05%
0.000000042453
2.42%
0.4839
1.30%
0.000775
-2.15%
0.015676
4.47%
32.16
3.04%
0.0001041
-3.25%
0.00507
0.20%
0.00006560
2.93%
0.14630
-0.29%
0.009556
4.29%
0.2254
2.32%
0.0509
2.41%
4.4021
0.00%
0.3000
4.60%
0.3214
3.61%
0.0739
-1.34%
0.3186
0.60%
0.002122
2.36%
0.1878
3.87%
0.0488
2.09%
0.00007559
3.78%
0.00106
-17.83%
0.001790
0.45%
0.02922
7.35%
0.00193
-2.03%
0.19665
-0.68%
0.8238
-5.29%
1.182
9.34%
0.005383
-3.06%
0.1106
4.05%
0.1000
0.10%
0.002612
10.07%
0.000146
105.63%
0.00001311
-15.91%
0.2079
-3.35%
0.0124
-0.80%
0.004713
-2.68%
0.4376
4.41%
0.8564
0.60%
2.4219
4.48%
0.0003331
0.76%
0.0001700
27.06%
0.022435
3.76%
0.06672
-11.03%
0.3373
0.21%
7.66
3.65%
0.002862
0.60%
0.002268
-6.86%
0.0378
8.93%
0.01773
6.04%
0.7136
0.62%
2929
-0.03%
0.0000595
-1.98%
2.712
13.57%
4.343
4.52%
1.823
7.11%
0.0014999
36.34%
0.000000001900
0.00%
0.1577
-5.34%
0.00599995
50.00%
0.007748
-4.56%
0.00003407
7.99%
0.0000978
-6.50%
0.00535
-1.65%
0.00000003654
4.91%
0.005766
1.91%
0.001702
2.78%
0.006252
-0.43%
1.8863
0.12%
0.004959
-0.88%
1.069
0.94%
0.03644
-3.52%
0.04014
5.22%
0.4455
6.83%
0.0000000002053
7.15%
0.05110
-5.72%
0.000354
1.72%
0.003062
1.32%
0.000230
-23.33%
0.000378
-2.07%
0.60293
2.85%
0.00178
4.71%
0.04856
-18.77%
0.01053
-1.68%
0.01664
0.12%
0.00005757
22.49%
0.062174
3.50%
0.00565
-0.70%
0.07249
-2.68%
0.000702
-0.43%
51.51
4.78%
0.00000000009880
2.42%
0.997
3.75%
0.003782
4.59%
0.026900
-2.24%
0.00896
-2.18%
0.01421
-0.21%
0.2712
6.27%
151.10
4.39%
0.1114
1.55%
14.62
3.84%
0.09585
-5.38%
0.000723
-38.42%
0.980
5.26%
0.05653
5.23%
0.005137
5.35%
0.0310
3.33%
6.362
5.51%
0.459
6.00%
0.00310
-6.63%
0.0414
-2.59%
0.733
3.53%
0.01719
0.35%
0.862
2.86%
0.006156
3.34%
0.001751
9.71%
0.4656
7.21%
0.001415
0.78%
0.000521
0.00%
0.014366
1.55%
0.00193
-3.02%
1.0532
8.40%
0.01283
0.86%
0.00483
0.00%
0.005042
-4.14%
0.0003808
-1.14%
0.003996
6.50%
0.000000553
8.01%
0.3707
0.11%
0.001964
5.14%
0.0025707
1.40%
0.000029
-6.45%
0.0263
-42.83%
0.0000158
-9.20%
0.001154
1.23%
1.7295
-0.33%
0.575
6.28%
0.0673
2.28%
0.00560
-2.78%
0.001691
0.48%
0.01474
-29.71%
1.02623
0.00%
0.001229
2.42%
12.11
9.49%
0.0086
4.88%
0.00661
-11.75%
0.00800
9.59%
21.59
0.79%
4.672
6.01%
0.00005528
2.37%
0.00000001434
0.91%
0.07990
8.69%
0.01862
3.62%
0.003647
-0.71%
0.1592
9.57%
0.004027
0.52%
0.01962
2.29%
0.0000010599
-11.59%
0.15368
-3.80%
0.0752
-0.79%
0.00485
1.04%
0.02043
0.34%
0.02327
1.13%
0.00836
3.08%
0.00913
2.93%
0.017900
-37.19%
0.3887
4.41%
19.005
1.01%
2.182
0.55%
0.0007
0.00%
0.02089
6.91%
0.0048
-4.00%
0.002976
1.16%
1.5257667
3.52%
0.002471
20.95%
0.005035
-26.98%
0.00260
-4.41%
0.03654
-0.03%
0.2140
3.03%
0.01317
4.77%
1.9397
7.10%
0.07817
7.32%
0.002998
-1.61%
0.002400
2.26%
0.5589
3.96%
0.2344
3.49%
0.001304
3.82%
0.7876
-12.66%
0.00003054
0.53%
0.000851
3.91%
0.042168
-8.29%
0.16581
-1.45%
2351.25
2.65%
0.003785
-3.07%
0.07295
0.16%
0.0464
-24.92%
2.249
3.40%
0.0000000270
-6.25%
0.04562
1.15%
0.001242
4.37%
0.1454
2.47%
0.0013
0.00%
1.4946
5.29%
0.0568
14.98%
0.003153
-2.17%
0.2290
2.88%
0.004233
-0.47%
9.20
5.14%
0.6058
3.45%
1.4001
3.09%
0.002282
-3.75%
0.758
-0.13%
0.0126
3.28%
0.011986
4.33%
0.003593
-5.92%
89.1
1.37%
0.000754
-12.22%
0.003296
2.33%
0.12099
2.28%
0.00343
12.46%
0.0149
-2.61%
21.17
3.32%
0.04682
-0.59%
0.04503
10.26%
0.00254
0.00%
0.0351
-3.04%
0.002181
3.17%
0.0056
-1.75%
0.000086
-25.86%
0.6352
19.65%
0.02324
-6.29%
0.7431
2.52%
0.000426
-19.01%
0.04473
-2.57%
0.0535
3.48%
0.00130
1.56%
0.000000560
0.18%
0.0474
5.80%
0.01882
0.75%
0.01626
0.06%
0.001436
2.64%
16.56
2.67%
0.0073
-22.34%
0.00000611
7.38%
0.002348
8.40%
0.4327
-0.44%
0.1794
-1.64%
0.4483
7.40%
0.942
0.75%
0.07031
-2.09%
0.004098
-0.05%
6.258
-0.67%
0.0001994
32.67%
0.0000000282
6.82%
0.2025
-3.66%
1.0465
4.72%
0.1079
6.94%
0.021000
-4.49%
0.0039
0.00%
0.018542
-2.50%
2.264
2.58%
0.000605
-6.20%
18.58
4.85%
0.577
5.29%
0.00005056
-2.84%
0.01881
12.50%
0.00029701
4.95%
0.05941
-2.72%
0.0192
4.92%
0.01171
8.33%
0.000215
-9.66%
0.2129
4.06%
0.2094
8.72%
0.1060
-4.76%
0.022901
-12.92%
0.315
2.61%
0.018794
12.53%
11.76
-1.34%
0.002601
2.00%
0.05744
-5.53%
0.0000450
38.46%
0.001583
-0.88%
0.004996
-4.67%
0.0385
3.77%
0.3097
5.05%
0.002083
6.06%
0.00537
6.34%
16.22
1.00%
0.1341
2.44%
0.1150
-31.67%
0.0000002899
11.20%
0.00700
-7.53%
0.01310
2.75%
0.0000000513
0.79%
0.00448
-0.88%
7.3355
3.65%
0.003150
-2.14%
0.0000154
1.32%
0.0000000051
6.25%
0.1195
2.75%
0.000704
7.98%
0.01306
-6.58%
0.0930
4.38%
0.003172
-6.65%
0.5387
0.97%
0.00312
-0.32%
0.7780
-0.32%
0.002091
0.58%
0.00000001697
2.23%
0.1168
1.30%
0.1035
5.18%
0.0051187
0.37%
0.003564
3.42%
0.000334
-28.17%
0.00735
-5.65%
9.62
4.91%
0.00622
4.54%
0.658
7.52%
0.0417
4.25%
0.0139
2.96%
0.00809
2.66%
0.782
2.36%
0.000000113
1.80%
3.239
3.02%
0.0789
3.82%
2871.23
0.69%
2.210
0.27%
0.0001615
412.70%
0.004009
-0.27%
0.000217
-5.65%
0.02323
-52.77%
0.0000685
0.00%
0.00520
4.42%
0.17935
1.48%
0.0000114
-29.19%
0.01300
-1.07%
0.0112
-8.20%
0.0096
-11.93%
0.1399
4.01%
0.00273
3.80%
0.0001399
-4.51%
0.6214
5.70%
0.0688
2.08%
0.1697
9.41%
0.03724
-0.37%
3.608
4.88%
0.0000008365
1.70%
0.001119
3.32%
0.001287
3.87%
0.01734
3.58%
3.3799
4.56%
0.000220
8.37%
0.0000000957
1.81%
0.1868
4.83%
0.00001527
1.73%
0.00004601
15.03%
0.0000000754
6.05%
0.0661
0.15%
0.0549
4.17%
0.0235
-4.47%
0.2155
3.86%
0.00000014740
-11.94%
0.1385
2.06%
0.1169
4.47%
0.2589
16.05%
0.1379
4.95%
0.0772
21.96%
0.1078
4.97%
0.1785
0.45%
0.009965
-2.92%
0.0000001239
0.41%
0.0000050
-9.09%
0.0000000194
13.45%
0.01480
2.99%
0.00429
-1.61%
0.0000024
-7.69%
0.0000000000000195
0.52%
0.000249
-1.58%
0.1236
0.73%
0.0621
-0.64%
0.0005753
1.54%
0.0108
-36.47%
0.01110
-8.57%
0.0994
2.26%
0.00170
-35.85%
0.006432
2.83%
0.006856
3.85%
0.00115
1.77%
0.000001797
3.57%
0.013148
-3.33%
0.1209
3.51%
0.002087
5.78%
0.00000328
0.31%
0.000175002
-5.29%
0.2924
5.29%
0.01740
1.81%
0.775
5.73%
0.760
1.33%
1.428
5.31%
0.0000000000000155
1.97%
105.48
1.67%
0.01577
8.09%
1.179
2.88%
10.399
3.66%
0.593
4.77%
0.00000006280
3.58%
0.000000000244
-0.81%
0.1021
5.37%
0.00006829
49.50%
0.000000000537
46.32%
0.02358
4.11%
1.2093
-0.79%
0.000809
61.80%
0.00012
9.09%
0.0045
-8.16%
2.375
1.54%
0.00000000000889
-19.11%
0.0000633
0.32%
0.1799
0.00%
0.0862
6.68%
0.0527
1.74%
0.4057
3.63%
21.406
-0.87%
0.8187
15.54%
0.06063
-1.32%
0.003691
-10.17%
0.2923
3.25%
0.001120
2.00%
0.000000000000001
0.00%
0.00007
0.00%
1.343
1.28%
0.000000000000001
0.00%
0.000000002157
1.08%
0.3461
2.85%
6.325
3.88%
0.0259
0.00%
0.0120
2.56%
0.00071
-21.11%
0.001999
7.47%
0.004931
-5.46%
0.00000000000049
28.95%
0.001279
1.51%
0.0004
-20.00%
3.307
0.67%
1.277
2.98%
0.001342
7.62%
0.00010011
0.34%
0.000120
-4.00%
0.1074
7.51%
0.000000001911
9.39%
0.00000000000820
5.67%
0.0430
-2.71%
0.0481
4.57%
0.0368
2.79%
1.651
1.73%
0.0347
2.36%
0.000001314
4.29%
20.54
2.55%
0.000213
7.04%
0.1153
4.53%
0.00250
-2.34%
0.361
1.98%
0.00000058
5.45%
0.000000000001846
1.15%
0.000994
-1.49%
16.45
-3.06%
0.00002396
10.98%
0.004597
0.15%
0.0355
3.50%
0.00000000000054
-1.82%
0.00000407
-0.97%
0.000027
0.00%
6.40
3.23%
0.0013
-56.67%
0.00052
36.84%
0.00023
-8.00%
0.1452
9.50%
0.00683
-6.18%
0.0632
1.28%
0.0289
7.04%
0.00002147
47.36%
0.000740
3.50%
0.000000000000001
0.00%
0.009891
35.79%
0.012520
0.03%
0.950
3.49%
0.0785
-62.51%
0.00000000000179
-9.60%
0.0015
50.00%
0.00010000
0.00%
0.01012
-6.12%
0.0117
-3.31%
0.0002296
2.04%
0.3699
2.24%
0.000000000004512
4.37%
0.00476
0.21%
2.526
2.06%
1.560
3.38%
0.04061
0.00%
2.492
1.18%
0.00721
-6.24%
0.0511
0.20%
6.789
4.43%
0.000000577
-17.57%
0.0989
3.45%
11.0078
0.07%
0.0075
-9.64%
0.23000
-9.07%
0.00417
-4.36%
0.797
2.31%
0.000419
-18.16%
0.0731
-1.48%
0.3106
3.33%
0.004250
22.02%
0.02763
3.83%
0.00701
-12.38%
0.00000000007
16.67%
0.0000283
-1.39%
0.1055
4.87%
0.0001002
0.20%
0.00000006
0.00%
0.0000063
-3.08%
0.457
5.06%
0.00000851
4.55%
0.000000000000892
-0.34%
6.676
0.10%
0.000002006
-55.36%
0.000024
0.00%
0.01262
-3.88%
0.4696
2.47%
0.1926
2.77%
0.0011350
-24.36%
0.000000275
175.00%
0.0040
37.93%
0.000029
-3.33%
0.000094
-2.08%
1.713
2.88%
0.000120
8.11%
0.07582
0.00%
0.000014
-44.00%
0.1887
-0.26%
1.685
3.31%
0.000121
17.48%
0.6509
-2.40%
0.02812
-1.99%
0.01329
0.00%
0.001294
3.19%
0.2558
5.18%
0.00000000214315
0.00%
0.004212
-0.54%
0.000331
0.00%
0.00000000000015
0.00%
0.001399
-0.14%
0.03772
3.80%
0.001463
3.32%
0.0506
2.02%
0.00325
-35.00%
0.00000000000104
0.00%
0.03125
3.17%
0.0796
4.74%
0.00000000000423
-9.23%
0.0194
-1.02%
0.00029221
-0.14%
1.3384
-1.41%
0.00000000001788
0.51%
0.000300
1.01%
0.05065
1.28%
0.0000002369
0.42%
0.00180
-14.29%
0.000342
-11.40%
0.000000000004
0.00%
0.000001
0.00%
0.01834
-6.14%
0.0000001
0.00%
0.000000000107
-9.32%
0.0001085
0.93%
0.000000000743
0.95%
0.00000000002427
15.30%
0.00012500
0.43%
0.00703
2.93%
0.00000008
-20.00%
0.03763
0.51%
0.00746
0.00%
0.014241
0.00%
0.02686
2.75%
0.000000000419
3.97%
9.15
1.89%
0.001900
-9.52%
0.00120
-4.76%
0.001637
-1.39%
0.00000000000285
-1.04%
0.01701
3.47%
0.000556
-17.63%
0.1538
-1.98%
0.00000047
0.00%
0.1534
1.05%
0.00004
0.00%
0.5407
0.95%
0.004000
-50.00%
0.0013
0.00%
0.4654
4.94%
0.000093
-6.06%
0.0563
1.08%
0.01128
5.22%
0.00012000
29.03%
0.0032
-34.69%
0.00000000060
0.00%
0.00000085
1.19%
0.000024
0.00%
0.1905
1.87%
0.000000002522
-8.42%
0.000658
0.00%
0.0000330
-17.50%
0.002500
0.00%
0.000000000868
-1.48%
0.00002
-66.67%
0.00014
0.00%
0.0000000056289
-2.62%
1.659
1.22%
0.00030
0.00%
0.000000100
8.70%
0.000000000832
-1.42%
0.01793
2.05%
0.000001760
0.06%
0.000023
0.00%
0.000435
0.93%
0.007896
0.00%
0.0000360
12.50%
0.00095
4.40%
0.00000472
0.64%
0.00000100
0.00%
0.00655
0.77%
0.00065
0.00%
0.0017
0.00%
0.0000258
0.39%
0.0000221
-34.03%
0.000000067
0.00%
0.0001080
0.00%
0.000000000375
0.00%
0.00000000001675
0.00%
0.000000000028
-24.32%
0.00067000
49.55%
0.0000433
-64.77%
0.0005210
13.06%
0.0116
-10.77%
0.0009
0.00%
0.00000000063
14.55%
0.0827
0.85%
0.00127
-5.22%
0.0036
0.00%
0.00000000017914
10.94%
0.000000000000001
0.00%
0.00005
0.00%
0.00000955
-0.21%
0.0226
-22.60%
0.000504
0.00%
0.00046
58.62%
0.000024
0.00%
0.00003
0.00%
0.000000000000001
0.00%
0.00001977
-1.15%
0.0000024
0.00%
0.00004000
22.10%
0.00000000003881
4.58%
0.0001
0.00%
0.00000000000107
4.90%
0.00035
0.00%
0.00017
-5.56%
0.1189
-0.25%
1.720
2.56%
0.3377
5.07%
0.1298
-0.38%
0.11296
1.14%
0.00689
-1.99%
0.4596
-2.21%
0.00020
0.00%
0.8328
2.50%
0.00530
-3.64%
0.003045
2.91%
0.002932
-0.37%
0.002309
3.40%
0.2673
0.00%
58.5600
0.00%
0.000001390
0.00%
0.0701
-0.57%
0.2580
6.88%
0.02152
2.62%
0.00551
-3.50%
0.0003760
0.00%
0.0507
0.00%
0.07210
-3.83%
0.001069
2.39%
0.000088
0.00%
0.0007993
0.00%
0.0001230
1.65%
0.0604
-2.58%
0.02619
9.81%
0.01271
-2.68%
0.001441
3.45%
0.00400
-1.23%
0.2615
7.52%
0.0906
-0.66%
0.01080
2.47%
0.4342
2.79%
2.0001
0.00%
4.20
1.94%
0.482
1.90%
0.0844
-0.35%
1.000000
0.00%
0.3771
0.00%
0.5732
0.00%
43.654
1.43%
1.582
2.73%
0.0731
4.73%
0.1422
2.60%
0.000000189
0.00%
0.0000700
0.00%
0.00676
-3.43%
0.6935
1.93%
0.0001
0.00%
0.0700
0.00%
0.000216
0.00%
3.127
-1.51%
2.0054
0.00%
3.9889
0.00%
0.1011
4.23%
0.000108
-0.92%
0.0052
8.33%
0.4424
0.00%
0.0007012
4.17%
0.2202
1.62%
0.0431
5.38%
0.000391
-3.69%
0.9746
0.00%
0.2106
2.08%
0.0069
0.00%
1.934
0.00%
0.000500
0.00%
0.00836
5.56%
0.2481
4.90%
0.004438
3.45%
0.000100
0.00%
0.0150
0.00%
0.00000010901
0.00%
0.2108
2.58%
0.1204
0.00%
1.073
0.75%
0.1148
2.68%
6.07
2.88%
0.00090
0.00%
0.00066
0.00%
0.0048
0.00%
0.00035
0.00%
0.0113
0.00%
0.000000036
2.86%
0.0010
0.00%
0.00027
0.00%
0.026075
0.00%
0.0000250
0.00%
0.000367
0.00%
0.0061
0.00%
0.0000002593
0.00%
0.00003000
0.00%
0.000006
0.00%
0.00001584
0.00%
0.0000001012
0.00%
0.00035005
0.00%
0.01720
0.00%
0.00006187
0.00%
0.000146
0.00%
0.001405
0.00%
0.2402
-0.08%
0.000902
0.00%
0.0333
4.06%
0.0001
0.00%
0.0009
0.00%
0.0560
0.00%
0.000538
1.70%
0.004025
0.00%
0.000517
0.00%
0.0121
-2.42%
9.920
0.00%
0.00009100
0.00%
0.0000000104
0.00%
0.001899
0.00%
0.0000000137
0.00%
0.0000000045
0.00%
0.00001700
0.00%
0.000000003000
0.00%
0.000310
0.00%
0.3284
0.00%
0.9500
0.00%
0.0109
0.00%
0.000405
0.00%
----
0.001290
0.00%
0.00000016
0.00%
0.0000008188
0.37%
0.000757
0.00%
0.001025
0.00%
0.000130
0.00%
1.6799
0.00%
0.00000000002387
0.00%
0.00422
0.00%
0.00001
0.00%
0.0011
0.00%
0.0000272
0.37%
0.00000562
0.00%
0.002850
0.00%
0.00000404
-0.25%
0.3200
0.00%
0.00006767
0.00%
0.0071
0.00%
0.00208
0.00%
0.001263
0.00%
0.001348
0.00%
0.00167
0.00%
0.0276
0.00%
0.0001002
0.00%
0.05056
0.00%
0.7270
0.00%
0.00136
0.00%
0.000007
0.00%
0.001501
0.00%
0.000141
0.00%
0.000032
0.00%
0.001234
0.00%
0.0109
0.00%
0.00087
0.00%
0.000451
0.00%
0.0066
0.00%
0.0004
0.00%
0.0007
0.00%
0.0240
0.00%
0.000523
0.00%
0.0013
0.00%
0.4998
0.00%
0.0000166
0.00%
0.007000
0.00%
0.000363
0.00%
0.0012
0.00%
0.000803
0.00%
0.001200
0.00%
0.001050
0.00%
1.2377
0.00%
0.000383
0.00%
7.0000
0.00%
0.01059
0.00%
0.001000
0.00%
50.0000
0.00%
0.0004
0.00%
0.0786
0.00%
0.001563
0.00%
0.000001
0.00%
0.005500
0.00%
1.6349
0.00%
0.035000
0.00%
0.002489
0.00%
0.00000000000995
0.00%
0.000028
0.00%
0.000999
0.00%
0.002935
0.00%
0.0300
0.00%
0.0131
0.00%
0.0006
0.00%
65.1101
0.00%
3.7189
0.00%
0.003001
0.00%
0.000080
0.00%
0.001388
0.00%
0.0055
-6.78%
0.015000
0.00%
4.1000
0.00%
0.000331
0.00%
0.0489
0.00%
0.0283
0.00%
0.0010
0.00%
0.0745
0.00%
0.002647
0.00%
0.001130
0.00%
0.000655
0.00%
0.002102
0.00%
0.3882
0.00%
0.001000
0.00%
0.076250
0.00%
0.0150
0.00%
0.009589
0.00%
0.002699
0.00%
0.1801
0.00%
2.2915
0.00%
0.0000000190
0.00%
0.000250
0.00%
0.08000
0.00%
0.000940
0.00%
0.0003903
0.00%
0.0494
0.00%
0.0096
0.00%
0.0080
0.00%
0.000269
0.00%
0.0501
0.00%
0.004185
-0.55%
1.76670591
0.00%
0.0003
0.00%
0.000399
0.00%
0.0001273
0.00%
0.0364
0.00%
0.0000000000261
0.00%
0.0000002850
0.00%
0.0001
0.00%
0.6700
0.00%
0.00010
0.00%
0.00001
0.00%
0.0831
0.00%
0.000450
0.00%
0.00007
0.00%
0.01989
0.00%
0.0026
0.00%
0.0016
0.00%
0.2888
0.00%
0.0001
0.00%
0.00501
0.00%
0.02700
0.00%
0.00363
0.00%
0.0000486
0.00%
0.3515
0.00%
0.00125
0.00%
0.1136
-1.56%
0.000441
0.00%
0.4900
0.00%
0.000030
0.00%
1.0100
0.00%
0.5000
0.00%
0.016845
0.00%
0.88686
0.00%
0.00224
0.00%
0.3820
0.00%
0.0000289
0.00%
1.1760
0.00%
0.000978
0.00%
0.1701
0.00%
0.00022
0.00%
0.01463
0.00%
0.01542
-0.84%
0.0000077
-15.38%
0.00610
0.00%
0.4606
0.00%
0.00021
-8.70%
0.001750
0.00%
0.0000023
0.00%
0.013000
0.00%
0.01200
0.00%
0.00006
0.00%
0.000001000
0.00%
0.00281
0.00%
0.0000008
0.00%
1.3302
0.62%
0.01009
0.00%
0.00271
0.00%
1.0000
0.00%
0.34211
0.00%
0.0000080
0.00%
0.3000
0.00%
0.000688
0.00%
0.00227
0.00%
0.00051
0.00%
0.03520
0.00%
2.9000
0.00%
0.0000023
0.00%
0.000000006
0.00%
0.00978
0.00%
0.00001
0.00%
0.003964
0.00%
0.00022
0.00%
0.000313
0.00%
0.0007240
0.00%
0.00200
0.00%
0.0301
0.00%
0.3167
0.00%
0.000495
0.00%
0.400
0.00%
0.00021
0.00%
0.0000139
0.00%
0.003210
0.00%
0.00640
0.00%
0.0001402
0.00%
0.0900
0.00%
0.00005
0.00%
0.000000000009
0.00%
0.001029
0.00%
0.01000
0.00%
0.00112
0.00%
52.09
0.00%
0.0000269
0.00%
0.0000996
0.00%
0.0000000500
0.00%
0.0000001300
0.00%
0.000527
0.00%
0.0000001
0.00%
0.9272
0.00%
0.0001703
0.00%
0.000000000128
0.00%
0.000000000129
0.00%
0.000426832
0.00%
0.00000005
0.00%
0.0000000025
0.00%
0.00013
0.00%
0.4300
0.00%
0.0280
0.00%
0.0000153
0.00%
0.000095
0.00%
0.2235
0.00%
0.00057
0.00%
20.0000
0.00%
0.000600
0.00%
0.000040
0.00%
0.000037
0.00%
0.0001245
0.00%
0.00091450
0.00%
0.00435
0.00%
0.00241
0.00%
7.0000
0.00%
0.000033
0.00%
0.4038
0.00%
0.0003599
0.00%
0.250
0.00%
0.001740
0.00%
0.0249
0.00%
0.7441
0.00%
0.01186
0.00%
17.94
3.34%
0.00500
0.00%
4.26
0.00%
0.0020
0.00%
0.00538
0.00%
0.000000001205
0.00%
0.0018
0.00%
6989.00
0.00%
0.0091
0.00%
0.464
2.65%