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
2018-05-04
334
537
0.761404
1
0
0
AAME
2018-05-11
18,696
29,900
0.495904
0.965156
0.001099
0.033745
AAME
2018-05-18
21,087
38,687
0.700587
0.856414
0.143586
0
AAME
2018-05-25
3,933
8,454
0.324094
1
0
0
AAME
2018-06-01
2,981
8,080
0.461789
1
0
0
AAME
2018-06-08
1,693
10,001
0.367726
0.546546
0.453454
0
AAME
2018-06-15
8,547
23,906
0.625732
0.861061
0.108194
0.030745
AAME
2018-06-22
1,328
3,974
0.630733
0.867198
0.132802
0
AAME
2018-06-29
10,258
15,345
0.515116
1
0
0
AAME
2018-07-06
9,595
13,442
0.628252
0.914225
0.085775
0
AAME
2018-07-13
5,530
13,571
0.492247
1
0
0
AAME
2018-07-20
4,415
20,543
0.537372
0.936204
0.063796
0
AAME
2018-07-27
2,599
15,064
0.380947
0.973545
0.026455
0
AAME
2018-08-03
1,245
1,948
0.733847
0.809572
0.190428
0
AAME
2018-08-10
1,005
5,247
0.761864
0.851458
0.148542
0
AAME
2018-08-17
4,632
12,726
0.50918
1
0
0
AAME
2018-08-24
1,887
6,655
0.510297
0.96112
0.03888
0
AAME
2018-08-31
989
5,404
0.418417
0.965695
0.034305
0
AAME
2018-09-07
2,826
9,923
0.708007
0.783618
0.216382
0
AAME
2018-09-14
2,160
16,017
0.381942
0.421106
0.388479
0.190415
AAME
2018-09-21
9,593
34,580
0.552371
0.888546
0.111454
0
AAME
2018-09-28
3,754
11,691
0.515066
0.221458
0.770677
0.007865
AAME
2018-10-05
2,059
6,018
0.647868
0.541887
0.361959
0.096154
AAME
2018-10-12
4,337
19,068
0.58089
0.811448
0.188552
0
AAME
2018-10-19
5,197
10,054
0.482987
null
null
null
AAME
2018-10-26
2,946
8,055
0.435016
0.748226
0.251774
0
AAME
2018-11-02
2,955
6,792
0.426542
0.846677
0.133029
0.020294
AAME
2018-11-09
7,712
25,587
0.537881
0.631968
0.301149
0.066883
AAME
2018-11-16
3,360
7,760
0.763935
0.808613
0.059027
0.13236
AAME
2018-11-23
5,030
9,350
0.447789
null
null
null
AAME
2018-11-30
13,252
28,005
0.84344
0.844351
0.155649
0
AAME
2018-12-07
4,744
4,858
0.908564
0.994888
0.005112
0
AAME
2018-12-14
4,301
5,477
0.680529
null
null
null
AAME
2018-12-21
12,984
16,060
0.672961
0.965929
0.034071
0
AAME
2018-12-28
3,103
3,529
0.769203
0.977273
0
0.022727
AAME
2019-01-04
4,927
11,787
0.568651
0.80956
0.19044
0
AAME
2019-01-11
6,553
8,127
0.715135
0.850754
0.149246
0
AAME
2019-01-18
8,832
14,773
0.55523
0.784014
0.215986
0
AAME
2019-01-25
1,848
7,144
0.678833
0.75
0
0.25
AAME
2019-02-01
3,370
6,646
0.754364
0.990231
0.009769
0
AAME
2019-02-08
4,401
9,386
0.676007
0.934406
0.065594
0
AAME
2019-02-15
1,265
4,339
0.466158
0.698813
0.301187
0
AAME
2019-02-22
3,831
5,686
0.593315
1
0
0
AAME
2019-03-01
5,870
6,986
0.706325
1
0
0
AAME
2019-03-08
3,932
13,355
0.403225
0.990022
0.009978
0
AAME
2019-03-15
751
4,518
0.625568
null
null
null
AAME
2019-03-22
1,435
2,194
0.60273
0.705015
0.294985
0
AAME
2019-03-29
485
2,991
0.191435
null
null
null
AAME
2019-04-05
4,173
36,754
0.39275
null
null
null
AAME
2019-04-12
7,009
16,221
0.385213
0.815799
0.184201
0
AAME
2019-04-19
1,002
5,827
0.325
null
null
null
AAME
2019-04-26
1,320
7,436
0.340334
null
null
null
AAME
2019-05-03
300
924
0.555556
0.333333
0.666667
0
AAME
2019-05-10
1,117
2,607
0.167085
null
null
null
AAME
2019-05-17
47
249
0.499346
null
null
null
AAME
2019-05-24
889
2,407
0.291512
null
null
null
AAME
2019-05-31
299
299
1
0
1
0
AAME
2019-06-07
0
628
0
null
null
null
AAME
2019-06-14
1,989
4,286
0.732199
0.931554
0.068446
0
AAME
2019-06-21
2,035
3,985
0.375676
null
null
null
AAME
2019-06-28
30
1,535
0.232937
null
null
null
AAME
2019-07-05
1,396
2,097
0.374875
null
null
null
AAME
2019-07-12
2
1,628
0.126302
null
null
null
AAME
2019-07-19
1,001
1,097
0.503846
1
0
0
AAME
2019-07-26
200
1,570
0.181072
null
null
null
AAME
2019-08-02
101
179
0.338337
0.5
0.5
0
AAME
2019-08-09
808
5,840
0.206149
null
null
null
AAME
2019-08-16
168
938
0.485294
null
null
null
AAME
2019-08-23
9,900
29,363
0.221412
null
null
null
AAME
2019-08-30
9,006
13,729
0.692987
0.358063
0.641937
0
AAME
2019-09-06
521
801
0.69
0.111111
0.888889
0
AAME
2019-09-13
510
513
0.833333
0.266129
0.733871
0
AAME
2019-09-20
4,206
6,175
0.551248
0.770749
0.229251
0
AAME
2019-09-27
322
1,686
0.4095
0.945985
0.054015
0
AAME
2019-10-04
3,072
4,733
0.200837
null
null
null
AAME
2019-10-11
345
1,824
0.357047
0.707353
0.292647
0
AAME
2019-10-18
3,913
6,563
0.521334
0.552246
0.447754
0
AAME
2019-10-25
3,704
8,784
0.26939
null
null
null
AAME
2019-11-01
4,516
7,425
0.517133
0.657605
0.295587
0.046809
AAME
2019-11-08
8,170
19,395
0.602229
0.812045
0.147027
0.040928
AAME
2019-11-15
8,211
22,631
0.640632
0.699688
0.294317
0.005995
AAME
2019-11-22
5,784
11,209
0.684704
0.659281
0.241216
0.099502
AAME
2019-11-29
6,092
10,130
0.27995
0.974477
0.025523
0
AAME
2019-12-06
12,668
32,947
0.258482
0.977741
0.022259
0
AAME
2019-12-13
6,280
17,579
0.265473
0.7392
0.201108
0.059692
AAME
2019-12-20
5,220
15,656
0.433931
0.775463
0.199607
0.02493
AAME
2019-12-27
5,061
5,370
0.692189
1
0
0
AAME
2020-01-03
934
2,572
0.744995
1
0
0
AAME
2020-01-10
1,028
8,381
0.314895
0.712563
0.259402
0.028035
AAME
2020-01-17
1,077
2,827
0.314478
0.917668
0
0.082332
AAME
2020-01-24
1,384
4,211
0.274572
0.9002
0
0.0998
AAME
2020-01-31
7,793
13,480
0.645041
0.771986
0.102078
0.125936
AAME
2020-02-07
1,731
2,915
0.492551
0.712302
0.287698
0
AAME
2020-02-14
5,344
6,023
0.655623
0.743032
0.056968
0.2
AAME
2020-02-21
1,693
2,675
0.849103
0.642133
0.355929
0.001938
AAME
2020-02-28
1,763
7,197
0.525687
0.518862
0.389359
0.091779
AAME
2020-03-06
1,740
2,600
0.520183
0.381533
0.593348
0.025119
AAME
2020-03-13
2,835
5,401
0.517887
0.439972
0.47606
0.083968
AAME
2020-03-20
2,153
5,821
0.368975
0.655664
0.087616
0.25672
AAME
2020-03-27
1,129
1,308
0.686586
0.852644
0.130842
0.016514