symbol
string
datetime
string
short_volume
int64
total_volume
int64
short_volume_ratio_exchange
float64
retail_short_ratio
float64
institutional_short_ratio
float64
market_maker_short_ratio
float64
AAME
2015-09-18
38,877
49,524
0.825167
0.50718
0.483213
0.009607
AAME
2015-09-25
11,124
30,073
0.514698
0.502441
0.473792
0.023767
AAME
2015-10-02
10,420
18,542
0.600682
0.433384
0.560658
0.005958
AAME
2015-10-09
11,917
34,548
0.639487
0.598873
0.396001
0.005126
AAME
2015-10-16
8,057
16,677
0.605253
0.676814
0.323186
0
AAME
2015-10-23
7,803
15,723
0.540239
null
null
null
AAME
2015-10-30
5,925
20,313
0.388073
0.270145
0.729855
0
AAME
2015-11-06
16,146
39,480
0.582217
0.636034
0.274539
0.089428
AAME
2015-11-13
9,961
26,932
0.234519
null
null
null
AAME
2015-11-20
6,600
14,191
0.252837
0.498826
0.501174
0
AAME
2015-11-27
726
10,522
0.162874
null
null
null
AAME
2015-12-04
3,293
6,561
0.457276
0.352445
0.647555
0
AAME
2015-12-11
7,699
18,141
0.481381
0.411818
0.588182
0
AAME
2015-12-18
3,711
7,320
0.382043
0.752201
0.247799
0
AAME
2015-12-25
6,121
12,133
0.721516
0.379883
0.619322
0.000795
AAME
2016-01-01
8,603
20,574
0.511173
0.720938
0.279062
0
AAME
2016-01-08
3,128
14,665
0.217364
0.75086
0.24914
0
AAME
2016-01-15
1,425
9,420
0.203868
null
null
null
AAME
2016-01-22
2,445
18,763
0.499953
0.300297
0.616369
0.083333
AAME
2016-01-29
2,025
5,056
0.265215
0.4
0.6
0
AAME
2016-02-05
2,538
6,562
0.290717
null
null
null
AAME
2016-02-12
3,714
17,337
0.373782
0.919621
0.080379
0
AAME
2016-02-19
2,762
29,431
0.210291
null
null
null
AAME
2016-02-26
200
5,628
0.075314
null
null
null
AAME
2016-03-04
504
3,630
0.295162
null
null
null
AAME
2016-03-11
310
2,210
0.168224
null
null
null
AAME
2016-03-18
862
11,884
0.328207
0.516078
0.483523
0.000398
AAME
2016-03-25
1,939
17,080
0.227289
0.32277
0.67723
0
AAME
2016-04-01
5,143
24,468
0.393918
0.337678
0.592877
0.069444
AAME
2016-04-08
3,585
7,832
0.658395
0.441421
0.545669
0.01291
AAME
2016-04-15
7,339
11,564
0.59607
0.581864
0.335698
0.082439
AAME
2016-04-22
4,272
7,844
0.568971
0.726061
0.233859
0.04008
AAME
2016-04-29
3,606
6,164
0.693051
0.227502
0.749895
0.022604
AAME
2016-05-06
751
2,752
0.37363
0.387927
0.612073
0
AAME
2016-05-13
830
4,346
0.115846
1
0
0
AAME
2016-05-20
4,855
16,329
0.639105
0.829566
0.170434
0
AAME
2016-05-27
5,673
11,960
0.647864
0.778841
0.20073
0.020429
AAME
2016-06-03
5,680
10,434
0.678358
0.8829
0.053534
0.063567
AAME
2016-06-10
1,358
2,628
0.468463
null
null
null
AAME
2016-06-17
4,036
7,563
0.569296
0.848422
0.127188
0.02439
AAME
2016-06-24
2,872
4,857
0.61722
1
0
0
AAME
2016-07-01
2,996
16,556
0.219612
0.780284
0.190476
0.02924
AAME
2016-07-08
502
2,243
0.23521
null
null
null
AAME
2016-07-15
106
316
0.75
0.5
0.5
0
AAME
2016-07-22
0
100
0
null
null
null
AAME
2016-07-29
1,217
4,148
0.517261
0.835391
0.164609
0
AAME
2016-08-05
1,320
3,407
0.495606
0.416667
0.583333
0
AAME
2016-08-12
945
6,287
0.071234
null
null
null
AAME
2016-08-26
98,594
226,713
0.423451
0.564141
0.431746
0.004114
AAME
2016-09-02
11,025
25,880
0.534071
0.814923
0.154569
0.030508
AAME
2016-09-09
19,820
43,151
0.538678
0.828638
0.164578
0.006783
AAME
2016-09-16
9,706
17,321
0.608297
0.66754
0.325579
0.006881
AAME
2016-09-23
8,953
18,361
0.379185
null
null
null
AAME
2016-09-30
4,471
14,915
0.367037
0.854424
0.145576
0
AAME
2016-10-07
11,265
14,285
0.667006
0.87929
0.12071
0
AAME
2016-10-14
9,291
15,867
0.581666
0.874914
0.125086
0
AAME
2016-10-21
14,880
24,378
0.648141
0.86391
0.132924
0.003166
AAME
2016-10-28
4,855
10,221
0.528364
0.850775
0.149225
0
AAME
2016-11-04
3,190
6,423
0.349811
null
null
null
AAME
2016-11-11
2,641
4,215
0.598594
null
null
null
AAME
2016-11-18
1,901
5,324
0.382895
0.947368
0
0.052632
AAME
2016-11-25
9,175
16,287
0.284458
null
null
null
AAME
2016-12-02
3,920
5,567
0.688252
0.959637
0.040363
0
AAME
2016-12-09
2,983
4,760
0.503994
1
0
0
AAME
2016-12-16
2,330
10,712
0.409013
null
null
null
AAME
2016-12-23
3,823
5,983
0.67686
1
0
0
AAME
2016-12-30
17,124
45,497
0.50422
0.984157
0.015843
0
AAME
2017-01-06
10,128
21,609
0.409519
1
0
0
AAME
2017-01-13
8,876
15,327
0.545568
null
null
null
AAME
2017-01-20
10,854
28,045
0.30264
0.94774
0.019108
0.033153
AAME
2017-01-27
10,723
18,361
0.607129
0.994662
0.005338
0
AAME
2017-02-03
3,901
8,206
0.4743
0.87716
0.084731
0.03811
AAME
2017-02-10
3,029
4,254
0.821056
0.790351
0.109649
0.1
AAME
2017-02-17
13,737
34,002
0.412364
0.947105
0.052895
0
AAME
2017-02-24
304
2,742
0.397505
1
0
0
AAME
2017-03-03
1,068
9,178
0.264555
1
0
0
AAME
2017-03-10
4,380
9,263
0.705942
0.988139
0.011861
0
AAME
2017-03-17
3,847
8,094
0.639074
0.894716
0.105284
0
AAME
2017-03-24
1,876
5,780
0.415466
0.802372
0.197628
0
AAME
2017-03-31
4,317
8,829
0.630699
1
0
0
AAME
2017-04-07
3,418
8,634
0.408127
0.857273
0.142727
0
AAME
2017-04-14
1,956
5,882
0.330781
1
0
0
AAME
2017-04-21
3,290
7,851
0.447163
0.953632
0
0.046368
AAME
2017-04-28
69
2,055
0.195467
1
0
0
AAME
2017-05-05
4,258
12,163
0.483743
0.901478
0.098522
0
AAME
2017-05-12
261
2,030
0.470578
0.90678
0.09322
0
AAME
2017-05-19
1,681
6,229
0.318091
null
null
null
AAME
2017-05-26
2,085
3,853
0.616822
0.92126
0.07874
0
AAME
2017-06-02
2,246
6,584
0.44863
0.748398
0.251602
0
AAME
2017-06-09
1,766
8,722
0.473749
0.740891
0.259109
0
AAME
2017-06-16
4,468
8,949
0.490107
0.87396
0.12604
0
AAME
2017-06-23
2,045
5,520
0.572561
0.920319
0.079681
0
AAME
2017-06-30
3,372
5,970
0.619091
0.91279
0.07591
0.011299
AAME
2017-07-07
2,593
5,667
0.383154
0.934072
0.065928
0
AAME
2017-07-14
3,615
6,328
0.725588
0.564631
0.435369
0
AAME
2017-07-21
1,237
2,633
0.317405
1
0
0
AAME
2017-07-28
1,666
5,127
0.569719
0.964521
0.035479
0
AAME
2017-08-04
420
1,852
0.518757
null
null
null
AAME
2017-08-11
1,864
3,651
0.575944
null
null
null
AAME
2017-08-18
1,554
1,940
0.95471
0.926459
0.073541
0