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
AA
2018-09-07
6,070,412
13,469,617
0.495562
0.601152
0.385687
0.013161
AA
2018-09-14
5,482,511
13,058,323
0.443883
0.419484
0.565418
0.015098
AA
2018-09-21
4,596,771
13,121,922
0.351073
0.462251
0.522565
0.015184
AA
2018-09-28
6,436,889
18,536,875
0.359611
0.529714
0.456103
0.014182
AA
2018-10-05
10,201,104
25,890,141
0.43436
0.553125
0.431634
0.015241
AA
2018-10-12
9,568,871
17,580,024
0.561203
0.57805
0.405609
0.016341
AA
2018-10-19
10,697,824
22,307,309
0.489811
0.538384
0.434216
0.0274
AA
2018-10-26
6,436,365
13,225,108
0.499923
0.476548
0.512611
0.010841
AA
2018-11-02
3,783,843
9,491,096
0.443052
0.505117
0.469091
0.025792
AA
2018-11-09
5,483,749
12,108,701
0.452547
0.498746
0.457108
0.044146
AA
2018-11-16
5,108,000
11,892,183
0.526042
0.470144
0.466178
0.063678
AA
2018-11-23
3,067,740
7,892,767
0.408838
0.535383
0.452375
0.012242
AA
2018-11-30
7,408,070
18,480,330
0.471165
0.515329
0.462609
0.022062
AA
2018-12-07
4,229,550
10,361,666
0.458037
0.515874
0.463413
0.020713
AA
2018-12-14
4,663,641
10,786,823
0.495654
0.400741
0.569195
0.030063
AA
2018-12-21
6,153,307
14,149,135
0.487003
0.418529
0.55966
0.021811
AA
2018-12-28
3,495,244
7,977,042
0.451063
0.513629
0.466723
0.019648
AA
2019-01-04
4,497,742
10,779,008
0.480622
0.522801
0.463306
0.013893
AA
2019-01-11
4,038,511
9,692,242
0.440403
0.462815
0.521899
0.015286
AA
2019-01-18
12,976,590
27,765,964
0.562025
0.605492
0.379182
0.015325
AA
2019-01-25
5,540,820
13,969,960
0.478321
0.520776
0.468364
0.01086
AA
2019-02-01
6,979,636
20,239,688
0.462399
0.552642
0.434943
0.012415
AA
2019-02-08
4,707,336
14,162,315
0.385718
0.535219
0.451083
0.013698
AA
2019-02-15
4,541,740
13,580,556
0.4255
0.568284
0.408133
0.023583
AA
2019-02-22
5,371,756
13,151,899
0.476241
0.501178
0.409151
0.089671
AA
2019-03-01
6,363,645
13,147,444
0.555864
0.54235
0.407061
0.050589
AA
2019-03-08
5,021,390
9,939,201
0.578279
0.548715
0.425114
0.026171
AA
2019-03-15
7,020,220
13,462,400
0.569326
0.54639
0.431783
0.021827
AA
2019-03-22
5,583,068
12,547,930
0.517142
0.563461
0.416776
0.019763
AA
2019-03-29
6,587,257
12,235,051
0.5687
0.498727
0.478368
0.022905
AA
2019-04-05
7,203,830
14,342,048
0.553437
0.510514
0.47075
0.018736
AA
2019-04-12
6,446,102
10,580,142
0.655115
0.490105
0.478102
0.031794
AA
2019-04-19
10,419,706
18,052,976
0.609136
0.548816
0.43022
0.020964
AA
2019-04-26
9,412,077
15,263,505
0.675197
0.509289
0.452508
0.038203
AA
2019-05-03
7,814,108
12,708,211
0.669237
0.533723
0.433096
0.033181
AA
2019-05-10
8,504,808
14,296,850
0.631249
0.559211
0.377003
0.063785
AA
2019-05-17
7,504,393
12,789,916
0.633798
0.593091
0.38112
0.02579
AA
2019-05-24
5,743,034
11,613,664
0.533393
0.576339
0.400185
0.023475
AA
2019-05-31
3,745,285
8,743,507
0.4543
0.511117
0.462603
0.02628
AA
2019-06-07
6,256,057
14,543,803
0.535392
0.559377
0.409155
0.031468
AA
2019-06-14
4,782,124
11,086,693
0.503124
0.51108
0.454637
0.034283
AA
2019-06-21
5,753,906
11,561,398
0.572204
0.477137
0.495693
0.02717
AA
2019-06-28
5,026,464
9,442,437
0.596232
0.527214
0.437865
0.034922
AA
2019-07-05
5,217,325
9,144,577
0.629474
0.544543
0.427705
0.027753
AA
2019-07-12
6,847,720
12,303,666
0.607211
0.560411
0.408391
0.031197
AA
2019-07-19
7,990,738
18,267,391
0.48854
0.560526
0.404937
0.034538
AA
2019-07-26
5,821,046
12,024,683
0.522744
0.508988
0.447683
0.043329
AA
2019-08-02
6,891,356
12,258,082
0.596092
0.53233
0.436657
0.031013
AA
2019-08-09
6,531,685
12,082,638
0.566822
0.564743
0.412403
0.022854
AA
2019-08-16
8,532,813
14,346,287
0.63003
0.546025
0.428282
0.025692
AA
2019-08-23
4,856,353
10,890,527
0.461356
0.606876
0.358789
0.034335
AA
2019-08-30
4,479,603
9,405,396
0.569065
0.574124
0.392739
0.033137
AA
2019-09-06
6,122,857
10,802,042
0.624794
0.540641
0.356845
0.102514
AA
2019-09-13
9,744,381
17,447,805
0.587961
0.535947
0.390864
0.073189
AA
2019-09-20
6,059,410
10,331,363
0.642497
0.573222
0.397599
0.029179
AA
2019-09-27
5,678,131
11,181,799
0.572191
0.558872
0.406656
0.034472
AA
2019-10-04
5,036,760
11,341,235
0.503273
0.584846
0.38125
0.033904
AA
2019-10-11
5,519,777
13,002,006
0.493158
0.598988
0.367584
0.033428
AA
2019-10-18
10,001,219
26,838,650
0.441402
0.609124
0.317746
0.07313
AA
2019-10-25
8,803,225
15,729,457
0.584914
0.590759
0.340681
0.06856
AA
2019-11-01
7,341,167
15,125,603
0.520308
0.597398
0.337502
0.0651
AA
2019-11-08
5,400,122
11,134,338
0.543845
0.585408
0.386693
0.027899
AA
2019-11-15
5,231,957
10,736,468
0.521063
0.612157
0.363116
0.024727
AA
2019-11-22
4,985,506
9,698,443
0.55033
0.624893
0.357384
0.017722
AA
2019-11-29
3,941,894
6,735,635
0.61294
0.639238
0.33622
0.024542
AA
2019-12-06
6,823,470
12,794,371
0.626926
0.588763
0.387297
0.02394
AA
2019-12-13
6,660,911
12,276,673
0.592786
0.56187
0.36626
0.071869
AA
2019-12-20
8,216,128
13,418,098
0.658779
0.639118
0.29783
0.063052
AA
2019-12-27
3,249,749
5,299,350
0.662204
0.674413
0.30619
0.019396
AA
2020-01-03
4,207,289
7,685,823
0.631032
0.574847
0.402882
0.022271
AA
2020-01-10
8,064,992
16,075,852
0.589416
0.606894
0.374494
0.018612
AA
2020-01-17
20,771,737
39,726,756
0.496998
0.579171
0.292038
0.128792
AA
2020-01-24
13,751,648
25,130,268
0.605859
0.646687
0.33804
0.015273
AA
2020-01-31
18,720,683
33,851,486
0.581063
0.577565
0.349612
0.072822
AA
2020-02-07
13,066,911
27,751,482
0.509111
0.483526
0.496293
0.020181
AA
2020-02-14
7,685,625
15,784,927
0.53526
0.444028
0.521773
0.034199
AA
2020-02-21
10,514,745
19,918,424
0.550432
0.46327
0.509362
0.027368
AA
2020-02-28
11,352,778
23,909,455
0.496996
0.4492
0.53066
0.02014
AA
2020-03-06
17,107,639
41,015,588
0.488155
0.446989
0.491812
0.0612
AA
2020-03-13
12,936,028
41,279,019
0.347878
0.553786
0.395627
0.050588
AA
2020-03-20
13,922,166
34,379,856
0.431366
0.547314
0.436084
0.016602
AA
2020-03-27
21,425,516
47,765,769
0.502071
0.550741
0.432684
0.016575
AA
2020-04-03
19,923,832
42,356,625
0.543105
0.603151
0.377546
0.019302
AA
2020-04-10
14,334,221
38,651,287
0.396638
0.574357
0.410003
0.015639
AA
2020-04-17
19,055,911
38,757,690
0.539285
0.601004
0.381
0.017997
AA
2020-04-24
25,891,357
46,624,006
0.57971
0.556402
0.387014
0.056584
AA
2020-05-01
21,313,050
45,722,957
0.504997
0.592625
0.356672
0.050703
AA
2020-05-08
17,119,389
35,733,357
0.537272
0.628341
0.349225
0.022434
AA
2020-05-15
17,269,472
33,407,837
0.608536
0.582494
0.399922
0.017584
AA
2020-05-22
15,687,381
37,980,893
0.509732
0.584121
0.396871
0.019007
AA
2020-05-29
16,363,152
35,204,316
0.554213
0.573431
0.408809
0.01776
AA
2020-06-05
17,341,504
39,200,868
0.534575
0.588206
0.397699
0.014094
AA
2020-06-12
17,864,418
41,206,366
0.495796
0.54591
0.356463
0.097627
AA
2020-06-19
14,161,235
28,786,175
0.524649
0.52388
0.458135
0.017985
AA
2020-06-26
19,681,215
41,512,955
0.496077
0.457577
0.524638
0.017785
AA
2020-07-03
14,541,227
21,881,676
0.72891
0.592038
0.391702
0.01626
AA
2020-07-10
19,178,638
30,014,099
0.643055
0.617681
0.361852
0.020467
AA
2020-07-17
27,898,017
46,175,280
0.597235
0.591225
0.393559
0.015216
AA
2020-07-24
10,520,490
19,540,323
0.523258
0.538105
0.446435
0.01546
AA
2020-07-31
14,258,232
23,277,624
0.611261
0.537011
0.443417
0.019572