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
A
2018-09-07
1,735,692
4,173,638
0.399888
0.568424
0.418746
0.01283
A
2018-09-14
2,312,025
5,697,945
0.405174
0.344295
0.637317
0.018389
A
2018-09-21
3,441,996
7,735,522
0.444645
0.359366
0.622339
0.018295
A
2018-09-28
2,305,647
7,117,452
0.349571
0.384655
0.59824
0.017105
A
2018-10-05
3,759,521
9,719,558
0.430688
0.410129
0.570418
0.019453
A
2018-10-12
4,105,355
10,491,509
0.403062
0.420333
0.56548
0.014187
A
2018-10-19
2,635,217
7,122,411
0.392384
0.369048
0.610075
0.020877
A
2018-10-26
4,303,588
10,683,548
0.429123
0.399328
0.57466
0.026012
A
2018-11-02
4,048,865
9,300,060
0.473453
0.364852
0.607184
0.027964
A
2018-11-09
2,607,609
8,131,090
0.363297
0.270192
0.658243
0.071565
A
2018-11-16
4,187,232
11,453,042
0.410331
0.286875
0.642041
0.071084
A
2018-11-23
4,425,796
11,922,950
0.406966
0.418463
0.558806
0.022731
A
2018-11-30
3,338,470
8,104,140
0.450674
0.350631
0.613867
0.035502
A
2018-12-07
4,810,620
10,082,981
0.540727
0.393782
0.546005
0.060214
A
2018-12-14
3,318,709
8,030,412
0.461737
0.356232
0.595763
0.048005
A
2018-12-21
4,827,200
10,571,773
0.507041
0.30289
0.670407
0.026703
A
2018-12-28
1,844,978
4,746,930
0.435773
0.355136
0.605881
0.038983
A
2019-01-04
4,144,628
7,688,858
0.501726
0.297054
0.685164
0.017782
A
2019-01-11
2,781,936
6,188,124
0.4622
0.336253
0.637672
0.026075
A
2019-01-18
2,303,978
5,482,675
0.460895
0.391827
0.580541
0.027632
A
2019-01-25
2,685,194
5,482,329
0.502902
0.347706
0.631657
0.020637
A
2019-02-01
2,906,400
6,417,489
0.505452
0.351536
0.62584
0.022624
A
2019-02-08
2,189,803
5,444,121
0.454787
0.288638
0.679115
0.032247
A
2019-02-15
1,550,293
5,139,316
0.378585
0.332664
0.63884
0.028496
A
2019-02-22
2,500,947
7,583,028
0.354023
0.302201
0.610588
0.087211
A
2019-03-01
2,333,281
5,844,515
0.451916
0.342929
0.575095
0.081976
A
2019-03-08
1,910,183
5,695,005
0.404044
0.295034
0.677863
0.027103
A
2019-03-15
1,550,951
4,669,881
0.3583
0.349171
0.625739
0.025091
A
2019-03-22
1,333,450
4,200,660
0.399286
0.350605
0.613168
0.036227
A
2019-03-29
2,020,193
4,744,418
0.484249
0.436967
0.536564
0.026469
A
2019-04-05
2,206,448
5,209,292
0.536233
0.374002
0.597673
0.028325
A
2019-04-12
1,654,700
3,571,131
0.522275
0.497337
0.467848
0.034815
A
2019-04-19
3,001,893
7,020,978
0.467665
0.41874
0.535086
0.046175
A
2019-04-26
1,837,914
7,252,409
0.289658
0.377625
0.560411
0.061964
A
2019-05-03
1,406,929
4,301,895
0.366589
0.309984
0.63524
0.054777
A
2019-05-10
2,755,473
6,537,192
0.458567
0.359592
0.548037
0.092371
A
2019-05-17
7,221,330
20,256,692
0.38765
0.516317
0.44685
0.036834
A
2019-05-24
5,090,966
13,615,890
0.439187
0.403526
0.543987
0.052486
A
2019-05-31
3,058,728
7,661,874
0.444628
0.330883
0.608769
0.060348
A
2019-06-07
3,408,047
7,860,830
0.495771
0.307227
0.606911
0.085862
A
2019-06-14
2,555,027
5,457,470
0.551696
0.383687
0.535273
0.081039
A
2019-06-21
3,360,041
6,811,774
0.567944
0.253975
0.655568
0.090457
A
2019-06-28
3,094,483
5,787,907
0.608483
0.343256
0.591983
0.064762
A
2019-07-05
2,693,192
5,043,145
0.614166
0.389222
0.545313
0.065465
A
2019-07-12
3,765,378
10,734,430
0.400291
0.446556
0.503439
0.050005
A
2019-07-19
3,539,275
9,846,396
0.404633
0.355736
0.573185
0.071079
A
2019-07-26
3,693,593
9,821,332
0.444103
0.419194
0.520194
0.060611
A
2019-08-02
4,679,641
9,489,610
0.566214
0.40822
0.538641
0.053139
A
2019-08-09
4,298,254
8,155,129
0.576522
0.396735
0.555077
0.048188
A
2019-08-16
6,424,028
12,541,897
0.54598
0.436758
0.523694
0.039548
A
2019-08-23
3,443,572
6,257,864
0.622373
0.443057
0.505339
0.051604
A
2019-08-30
2,352,041
4,258,100
0.632061
0.467751
0.47849
0.053758
A
2019-09-06
3,383,508
5,686,403
0.614344
0.457368
0.444525
0.098106
A
2019-09-13
4,579,671
8,702,496
0.581063
0.464807
0.438702
0.096491
A
2019-09-20
3,528,782
6,961,544
0.603873
0.406397
0.539229
0.054374
A
2019-09-27
2,960,949
6,006,898
0.547023
0.447846
0.504683
0.04747
A
2019-10-04
1,941,418
4,689,181
0.447045
0.407253
0.518078
0.074669
A
2019-10-11
2,025,925
4,405,032
0.440073
0.413933
0.526124
0.059943
A
2019-10-18
1,814,569
4,858,772
0.401194
0.438388
0.464566
0.097047
A
2019-10-25
1,662,210
4,237,283
0.40424
0.331676
0.520224
0.148099
A
2019-11-01
1,426,795
2,791,544
0.582972
0.364463
0.50301
0.132527
A
2019-11-08
1,673,355
3,475,214
0.519446
0.40962
0.490201
0.100179
A
2019-11-15
1,559,263
3,364,437
0.515306
0.40454
0.525297
0.070163
A
2019-11-22
2,523,650
5,859,950
0.499433
0.478253
0.456778
0.064969
A
2019-11-29
2,903,680
6,137,816
0.433898
0.571287
0.381746
0.046967
A
2019-12-06
2,053,576
4,837,397
0.477406
0.490343
0.44255
0.067107
A
2019-12-13
2,600,006
5,999,547
0.499188
0.445516
0.445829
0.108655
A
2019-12-20
1,535,253
4,606,744
0.361117
0.354343
0.550603
0.095055
A
2019-12-27
432,548
1,319,562
0.391122
0.346955
0.545798
0.107247
A
2020-01-03
907,066
2,230,574
0.444433
0.350601
0.557553
0.091846
A
2020-01-10
2,085,367
4,602,725
0.50658
0.492552
0.444791
0.062656
A
2020-01-17
2,655,593
5,609,507
0.49635
0.455626
0.391326
0.153048
A
2020-01-24
1,604,487
3,798,545
0.526102
0.480031
0.444226
0.075743
A
2020-01-31
3,122,507
7,942,025
0.470369
0.328436
0.558193
0.113371
A
2020-02-07
2,355,128
5,822,545
0.418229
0.419929
0.513871
0.0662
A
2020-02-14
2,818,161
5,972,501
0.461436
0.539616
0.404452
0.055932
A
2020-02-21
5,270,471
8,436,986
0.640867
0.469199
0.489094
0.041707
A
2020-02-28
6,442,673
10,887,917
0.654785
0.356152
0.596708
0.04714
A
2020-03-06
6,548,825
10,475,220
0.646396
0.340294
0.575133
0.084574
A
2020-03-13
7,296,206
16,771,521
0.446354
0.373644
0.542322
0.084035
A
2020-03-20
5,443,231
13,194,426
0.423833
0.427869
0.534847
0.037283
A
2020-03-27
5,816,087
10,214,035
0.626149
0.322125
0.629176
0.048699
A
2020-04-03
3,842,864
6,870,470
0.627002
0.373303
0.569229
0.057468
A
2020-04-10
3,539,019
7,371,370
0.549315
0.314003
0.634292
0.051705
A
2020-04-17
3,922,070
7,366,824
0.634433
0.381175
0.546515
0.072309
A
2020-04-24
3,829,138
7,827,068
0.512998
0.325025
0.58598
0.088995
A
2020-05-01
3,128,678
6,622,486
0.511373
0.362834
0.525488
0.111677
A
2020-05-08
3,186,241
5,709,631
0.628118
0.395978
0.528254
0.075768
A
2020-05-15
5,630,421
9,970,446
0.626396
0.344246
0.567566
0.088187
A
2020-05-22
5,087,109
10,584,074
0.495735
0.382284
0.550306
0.06741
A
2020-05-29
3,263,823
6,372,111
0.53206
0.327697
0.60263
0.069673
A
2020-06-05
3,100,934
6,832,090
0.549179
0.356009
0.563729
0.080261
A
2020-06-12
3,473,141
6,629,613
0.623154
0.316194
0.549013
0.134793
A
2020-06-19
2,923,449
4,688,993
0.690239
0.33291
0.596503
0.070587
A
2020-06-26
2,193,626
5,354,072
0.587485
0.328801
0.601118
0.070082
A
2020-07-03
1,721,069
4,043,082
0.539531
0.344465
0.579856
0.075679
A
2020-07-10
1,696,734
3,901,025
0.586655
0.34851
0.567781
0.083709
A
2020-07-17
3,352,639
6,830,572
0.67692
0.337743
0.58818
0.074077
A
2020-07-24
2,169,774
4,460,315
0.577161
0.364827
0.571254
0.063919
A
2020-07-31
1,912,558
4,446,485
0.523219
0.372475
0.541731
0.085794