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
2020-08-07
1,943,138
3,818,723
0.517854
0.339751
0.594161
0.066088
A
2020-08-14
1,545,109
3,762,142
0.518713
0.33917
0.580939
0.079891
A
2020-08-21
2,768,752
7,232,055
0.471064
0.398421
0.473716
0.127862
A
2020-08-28
2,261,879
3,969,911
0.673354
0.293996
0.585907
0.120097
A
2020-09-04
2,584,108
5,351,759
0.544709
0.352674
0.560119
0.087206
A
2020-09-11
1,864,349
3,683,653
0.582777
0.342586
0.599313
0.0581
A
2020-09-18
2,283,769
4,759,884
0.553246
0.354094
0.600088
0.045819
A
2020-09-25
1,294,196
3,482,110
0.493901
0.279819
0.654658
0.065523
A
2020-10-02
1,510,003
3,481,733
0.550315
0.289775
0.64826
0.061964
A
2020-10-09
1,675,991
3,500,396
0.611121
0.354607
0.596094
0.049299
A
2020-10-16
1,484,408
3,396,243
0.570933
0.362987
0.587932
0.049081
A
2020-10-23
1,323,138
3,074,677
0.506028
0.297033
0.648906
0.054061
A
2020-10-30
2,031,990
5,096,588
0.443591
0.305186
0.64285
0.051964
A
2020-11-06
1,992,697
4,526,710
0.531026
0.322657
0.555646
0.121697
A
2020-11-13
2,761,111
6,555,804
0.510076
0.382369
0.492706
0.124925
A
2020-11-20
2,730,201
7,179,968
0.50347
0.350224
0.598906
0.05087
A
2020-11-27
5,202,846
9,069,744
0.64553
0.446262
0.502137
0.051601
A
2020-12-04
3,423,011
7,265,178
0.516338
0.305606
0.646915
0.04748
A
2020-12-11
2,691,922
5,511,596
0.593384
0.369744
0.579556
0.0507
A
2020-12-18
3,028,816
7,392,664
0.448094
0.247647
0.714819
0.037534
A
2020-12-25
1,433,963
3,602,477
0.397401
0.342994
0.609973
0.047033
A
2021-01-01
1,255,990
3,342,669
0.3752
0.35889
0.58601
0.055099
A
2021-01-08
2,251,915
7,115,521
0.431204
0.349385
0.590005
0.060609
A
2021-01-15
2,247,072
5,801,731
0.501252
0.316419
0.633537
0.050044
A
2021-01-22
1,404,482
4,500,148
0.513084
0.318184
0.636478
0.045338
A
2021-01-29
2,923,787
6,010,987
0.592389
0.349485
0.599026
0.051489
A
2021-02-05
2,444,505
4,979,137
0.646303
0.330871
0.624685
0.044444
A
2021-02-12
1,877,766
5,180,351
0.489082
0.370477
0.590038
0.039485
A
2021-02-19
2,589,435
6,564,925
0.452585
0.384443
0.574382
0.041175
A
2021-02-26
2,766,554
6,016,629
0.541538
0.366186
0.562576
0.071238
A
2021-03-05
3,038,640
6,516,509
0.530934
0.330495
0.622484
0.047022
A
2021-03-12
3,632,853
6,601,360
0.631679
0.4234
0.533945
0.042655
A
2021-03-19
2,842,207
5,821,602
0.646606
0.362889
0.601751
0.03536
A
2021-03-26
1,624,678
4,549,858
0.45703
0.355964
0.602333
0.041703
A
2021-04-02
1,552,508
3,527,401
0.493333
0.364802
0.59461
0.040588
A
2021-04-09
1,665,703
4,281,012
0.503327
0.296329
0.636775
0.066895
A
2021-04-16
3,160,910
7,296,906
0.483873
0.319656
0.619101
0.061242
A
2021-04-23
2,139,184
4,579,115
0.558336
0.403002
0.541025
0.055973
A
2021-04-30
1,624,208
5,004,914
0.414004
0.366499
0.564505
0.068995
A
2021-05-07
1,548,519
4,190,311
0.40537
0.29018
0.592216
0.117604
A
2021-05-14
1,843,935
3,622,247
0.586456
0.330127
0.543047
0.126826
A
2021-05-21
1,584,385
4,160,772
0.549507
0.369977
0.549328
0.080695
A
2021-05-28
3,195,083
6,935,950
0.605368
0.376087
0.557871
0.066042
A
2021-06-04
1,758,061
3,532,980
0.586889
0.39663
0.547975
0.055394
A
2021-06-11
1,806,494
3,627,131
0.608954
0.309127
0.623881
0.066992
A
2021-06-18
2,765,189
6,685,329
0.461548
0.313716
0.642245
0.044038
A
2021-06-25
3,616,890
8,206,791
0.540284
0.352083
0.588895
0.059022
A
2021-07-02
2,103,997
4,756,126
0.521503
0.312463
0.605823
0.081714
A
2021-07-09
1,808,318
4,898,990
0.385336
0.279338
0.660847
0.059815
A
2021-07-16
1,598,205
5,416,284
0.366988
0.335953
0.577325
0.086722
A
2021-07-23
2,154,555
6,343,184
0.394291
0.469009
0.482492
0.048499
A
2021-07-30
2,546,280
6,289,923
0.444668
0.359637
0.596709
0.043654
A
2021-08-06
2,007,131
5,066,473
0.52163
0.414959
0.525716
0.059325
A
2021-08-13
2,229,499
4,816,477
0.590762
0.371949
0.56915
0.058901
A
2021-08-20
4,964,382
8,806,043
0.640881
0.4507
0.503177
0.046123
A
2021-08-27
2,634,742
5,300,078
0.586949
0.414823
0.540363
0.044814
A
2021-09-03
1,810,073
4,693,375
0.447076
0.337308
0.613261
0.049431
A
2021-09-10
1,282,437
3,510,415
0.451226
0.383757
0.517477
0.098766
A
2021-09-17
2,960,095
6,448,134
0.487605
0.269474
0.650401
0.080125
A
2021-09-24
1,883,140
4,095,719
0.500832
0.345658
0.593622
0.06072
A
2021-10-01
2,989,296
6,147,820
0.550947
0.326879
0.626957
0.046165
A
2021-10-08
2,780,621
5,285,901
0.517237
0.326505
0.639054
0.034441
A
2021-10-15
2,700,893
5,170,423
0.566639
0.334331
0.633188
0.032481
A
2021-10-22
1,875,593
4,186,885
0.575039
0.385825
0.578992
0.035183
A
2021-10-29
2,849,601
5,616,822
0.589452
0.291787
0.606009
0.102204
A
2021-11-05
2,150,341
5,258,772
0.463289
0.317928
0.636562
0.04551
A
2021-11-12
1,530,001
4,156,615
0.488161
0.378599
0.575908
0.045493
A
2021-11-19
1,855,445
4,711,628
0.536306
0.445101
0.518116
0.036783
A
2021-11-26
2,918,747
6,416,377
0.531067
0.462123
0.498134
0.039744
A
2021-12-03
3,127,905
7,157,535
0.448
0.372207
0.588527
0.039266
A
2021-12-10
2,062,815
5,199,651
0.466535
0.364949
0.590654
0.044397
A
2021-12-17
2,267,517
7,234,995
0.397823
0.358532
0.605959
0.035509
A
2021-12-24
1,851,275
4,702,649
0.495133
0.447079
0.465916
0.087005
A
2021-12-31
1,446,159
3,379,020
0.467809
0.310372
0.639951
0.049677
A
2022-01-07
2,961,714
7,844,839
0.434552
0.366433
0.5912
0.042368
A
2022-01-14
2,892,887
7,911,524
0.457811
0.451981
0.509095
0.038924
A
2022-01-21
2,461,270
5,235,208
0.523485
0.4733
0.492737
0.033962
A
2022-01-28
2,747,317
6,512,699
0.508163
0.393895
0.571497
0.034608
A
2022-02-04
2,481,025
4,682,494
0.600311
0.368777
0.604403
0.02682
A
2022-02-11
1,937,171
4,528,829
0.552814
0.379435
0.585935
0.03463
A
2022-02-18
4,178,858
9,968,270
0.491946
0.379638
0.591946
0.028416
A
2022-02-25
3,056,365
9,153,771
0.383093
0.486767
0.475926
0.037307
A
2022-03-04
4,440,869
11,094,081
0.542078
0.419264
0.545601
0.035135
A
2022-03-11
4,195,128
7,540,988
0.66254
0.4545
0.502432
0.043068
A
2022-03-18
2,727,085
6,556,552
0.534371
0.391846
0.569471
0.038683
A
2022-03-25
2,030,466
4,586,072
0.518831
0.504127
0.454074
0.041799
A
2022-04-01
3,051,569
6,818,611
0.512821
0.429734
0.544378
0.025889
A
2022-04-08
3,243,462
6,593,666
0.581748
0.37585
0.595076
0.029074
A
2022-04-15
3,757,438
7,404,188
0.533381
0.356623
0.611117
0.03226
A
2022-04-22
2,007,484
6,113,680
0.419901
0.414908
0.548764
0.036328
A
2022-04-29
2,829,589
8,040,592
0.456717
0.426119
0.534327
0.039554
A
2022-05-06
2,656,038
7,208,496
0.487749
0.434042
0.520807
0.045151
A
2022-05-13
2,203,616
5,440,278
0.468499
0.396957
0.550991
0.052052
A
2022-05-20
2,924,617
6,565,134
0.507429
0.410843
0.555094
0.034064
A
2022-05-27
3,693,694
8,882,514
0.51001
0.453233
0.480808
0.065959
A
2022-06-03
2,471,016
5,575,251
0.495017
0.405356
0.553048
0.041596
A
2022-06-10
1,701,358
3,831,719
0.472319
0.374738
0.581533
0.043729
A
2022-06-17
3,130,834
6,265,143
0.560073
0.357571
0.603205
0.039224
A
2022-06-24
2,304,742
5,651,734
0.467329
0.351993
0.611852
0.036155
A
2022-07-01
1,825,406
4,712,967
0.479957
0.397818
0.571765
0.030418