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
2013-10-18
13,485
23,091
0.635455
0.956606
0.043394
0
AAME
2013-10-25
1,904
8,870
0.255823
1
0
0
AAME
2013-11-01
2,944
5,144
0.430612
1
0
0
AAME
2013-11-08
3,430
7,830
0.384882
1
0
0
AAME
2013-11-15
9,097
17,957
0.428502
1
0
0
AAME
2013-11-22
8,636
18,823
0.130184
null
null
null
AAME
2013-11-29
2,288
3,688
0.525
0.624552
0.375448
0
AAME
2013-12-06
2,200
8,781
0.066667
null
null
null
AAME
2013-12-13
3,998
27,115
0.191853
null
null
null
AAME
2013-12-20
15,332
61,843
0.269347
0.689714
0.307734
0.002552
AAME
2013-12-27
10,397
27,274
0.274064
0.978118
0.021882
0
AAME
2014-01-03
10,469
49,668
0.171652
0.982675
0.017325
0
AAME
2014-01-10
22,867
39,693
0.47593
0.927505
0.072495
0
AAME
2014-01-17
21,929
35,561
0.305785
0.970803
0.029197
0
AAME
2014-01-24
7,465
27,289
0.175544
0.916722
0.083278
0
AAME
2014-01-31
4,859
13,129
0.359839
1
0
0
AAME
2014-02-07
5,117
17,000
0.194424
null
null
null
AAME
2014-02-14
2,889
6,783
0.457846
1
0
0
AAME
2014-02-21
10,059
28,331
0.236847
1
0
0
AAME
2014-02-28
2,068
12,989
0.310969
null
null
null
AAME
2014-03-07
11,321
30,225
0.413429
0.958209
0.041791
0
AAME
2014-03-14
7,910
32,880
0.230802
0.972519
0.027481
0
AAME
2014-03-21
2,526
10,215
0.344132
null
null
null
AAME
2014-03-28
19,631
46,478
0.387576
0.942857
0.057143
0
AAME
2014-04-04
23,941
50,328
0.407023
0.937374
0.057576
0.005051
AAME
2014-04-11
18,201
50,625
0.330598
0.929823
0.070177
0
AAME
2014-04-18
9,249
14,406
0.666014
0.910112
0.089888
0
AAME
2014-04-25
19,276
59,337
0.412932
0.824945
0.157542
0.017513
AAME
2014-05-02
4,049
19,181
0.322667
0.734211
0.265789
0
AAME
2014-05-09
2,722
15,075
0.280037
0.408333
0.591667
0
AAME
2014-05-16
6,607
13,190
0.522992
0.325995
0.641045
0.03296
AAME
2014-05-23
8,475
22,459
0.348399
0.645862
0.354138
0
AAME
2014-05-30
4,874
21,362
0.375304
0.673754
0.326246
0
AAME
2014-06-06
25,551
55,101
0.550237
0.838094
0.112865
0.049042
AAME
2014-06-13
6,382
18,230
0.2505
0.820486
0.179514
0
AAME
2014-06-20
6,435
15,813
0.414667
0.501057
0.498943
0
AAME
2014-06-27
10,221
20,080
0.330871
null
null
null
AAME
2014-07-04
3,680
5,080
0.515869
0.902189
0.0625
0.035311
AAME
2014-07-11
30,591
94,779
0.540563
0.71675
0.16325
0.12
AAME
2014-07-18
29,851
89,580
0.47359
0.587449
0.308352
0.104199
AAME
2014-07-25
35,526
77,792
0.364179
0.549286
0.446778
0.003935
AAME
2014-08-01
4,888
13,430
0.561503
0.189114
0.810886
0
AAME
2014-08-08
11,419
31,613
0.402367
0.460076
0.524975
0.014949
AAME
2014-08-15
14,539
31,887
0.33954
0.448118
0.51509
0.036793
AAME
2014-08-22
5,757
14,244
0.569529
0.407941
0.580295
0.011765
AAME
2014-08-29
6,352
13,756
0.59295
0.400119
0.599881
0
AAME
2014-09-05
4,670
10,523
0.558354
0.757279
0.215694
0.027027
AAME
2014-09-12
4,783
6,561
0.693364
0.693558
0.306442
0
AAME
2014-09-19
6,953
13,137
0.541064
0.581819
0.418181
0
AAME
2014-09-26
13,506
19,371
0.555549
0.716941
0.283059
0
AAME
2014-10-03
2,346
3,933
0.527638
0.570282
0.429718
0
AAME
2014-10-10
3,461
4,561
0.6412
0.575439
0.357895
0.066667
AAME
2014-10-17
2,657
9,407
0.226003
null
null
null
AAME
2014-10-24
4,346
9,856
0.537206
0.821171
0.178829
0
AAME
2014-10-31
8,693
14,525
0.512881
0.830207
0.169793
0
AAME
2014-11-07
17,997
34,059
0.42008
0.728333
0.271667
0
AAME
2014-11-14
10,193
13,607
0.735285
0.61982
0.38018
0
AAME
2014-11-21
6,624
12,851
0.634279
0.7523
0.235935
0.011765
AAME
2014-11-28
3,427
7,527
0.671795
0.267615
0.732385
0
AAME
2014-12-05
4,852
6,989
0.867982
0.925648
0.074352
0
AAME
2014-12-12
4,337
8,713
0.640239
0.710229
0.167479
0.122292
AAME
2014-12-19
3,714
8,045
0.686422
0.856182
0.143818
0
AAME
2014-12-26
5,249
10,998
0.40596
0.981785
0
0.018215
AAME
2015-01-02
5,224
12,471
0.625987
0.817729
0.133083
0.049188
AAME
2015-01-09
5,861
20,981
0.517296
0.659506
0.340494
0
AAME
2015-01-16
1,300
5,093
0.741906
null
null
null
AAME
2015-01-23
1,934
5,265
0.521678
null
null
null
AAME
2015-01-30
820
4,158
0.575212
0.272727
0.727273
0
AAME
2015-02-06
922
2,051
0.398289
null
null
null
AAME
2015-02-13
2,017
6,421
0.457489
0.752124
0.247876
0
AAME
2015-02-20
800
2,632
0.243306
0.25
0.75
0
AAME
2015-02-27
1,562
2,415
0.827942
0.488604
0.511396
0
AAME
2015-03-06
2,933
6,194
0.724632
0.389173
0.588605
0.022222
AAME
2015-03-13
2,756
3,602
0.787384
0.658553
0.32229
0.019157
AAME
2015-03-20
4,110
9,420
0.693783
0.474322
0.525678
0
AAME
2015-03-27
2,169
4,268
0.761142
0.480473
0.519527
0
AAME
2015-04-03
2,400
3,330
0.218254
null
null
null
AAME
2015-04-10
3,876
4,516
0.72703
0.666667
0.333333
0
AAME
2015-04-17
1,814
2,269
0.826683
0.75
0.25
0
AAME
2015-04-24
3
383
0.018492
1
0
0
AAME
2015-05-01
201
201
1
0.5
0.5
0
AAME
2015-05-08
4,451
9,567
0.695077
0.871695
0.128305
0
AAME
2015-05-15
3,100
9,945
0.477346
0.311905
0.688095
0
AAME
2015-05-22
6,070
17,572
0.314572
0.663716
0.336284
0
AAME
2015-05-29
19,713
56,659
0.435517
0.816213
0.183787
0
AAME
2015-06-05
7,854
11,446
0.755678
0.866736
0.133264
0
AAME
2015-06-12
10,573
16,568
0.641569
0.492701
0.466886
0.040413
AAME
2015-06-19
16,449
31,706
0.501689
0.669638
0.330362
0
AAME
2015-06-26
3,214
6,379
0.512203
0.617688
0.382312
0
AAME
2015-07-03
2,919
5,142
0.650879
0.907862
0.092138
0
AAME
2015-07-10
4,700
7,898
0.641624
0.86611
0.13389
0
AAME
2015-07-17
4,910
7,949
0.584128
0.96748
0.03252
0
AAME
2015-07-24
3,472
7,454
0.366082
0.927855
0.072145
0
AAME
2015-07-31
1,412
8,018
0.335195
null
null
null
AAME
2015-08-07
4,654
7,689
0.697597
0.418315
0.581685
0
AAME
2015-08-14
5,704
20,254
0.578355
0.494638
0.505362
0
AAME
2015-08-21
3,848
12,282
0.602271
0.466315
0.533685
0
AAME
2015-08-28
7,933
11,605
0.555044
0.714013
0.236967
0.04902
AAME
2015-09-04
6,467
11,266
0.697951
0.604211
0.395789
0
AAME
2015-09-11
18,532
21,645
0.821243
0.46441
0.509217
0.026374