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
ABT
2018-02-23
5,957,566
16,842,517
0.37603
0.398898
0.584808
0.016294
ABT
2018-03-02
11,166,530
25,956,490
0.448873
0.317845
0.654097
0.028058
ABT
2018-03-09
12,393,142
27,395,170
0.493395
0.345138
0.536947
0.117915
ABT
2018-03-16
12,209,444
25,587,060
0.52321
0.377559
0.524152
0.09829
ABT
2018-03-23
9,976,531
17,877,220
0.588263
0.3411
0.633088
0.025812
ABT
2018-03-30
9,344,292
19,886,179
0.550265
0.329044
0.644347
0.026609
ABT
2018-04-06
9,337,627
23,392,189
0.454948
0.303274
0.672715
0.02401
ABT
2018-04-13
6,957,350
19,650,397
0.398408
0.299762
0.661916
0.038322
ABT
2018-04-20
11,495,662
29,371,886
0.42902
0.391107
0.585521
0.023372
ABT
2018-04-27
14,649,202
23,805,622
0.624513
0.347137
0.553206
0.099658
ABT
2018-05-04
12,054,470
21,042,785
0.59622
0.409654
0.5717
0.018646
ABT
2018-05-11
9,376,580
20,727,757
0.527096
0.360482
0.617991
0.021526
ABT
2018-05-18
12,282,538
19,867,928
0.655674
0.377802
0.593299
0.028899
ABT
2018-05-25
11,690,354
19,112,721
0.638986
0.41137
0.565821
0.022809
ABT
2018-06-01
8,696,033
15,802,096
0.581102
0.37929
0.602965
0.017745
ABT
2018-06-08
7,849,711
16,006,718
0.53665
0.367527
0.608185
0.024287
ABT
2018-06-15
11,265,468
24,196,563
0.479794
0.434544
0.542583
0.022873
ABT
2018-06-22
10,281,205
16,919,211
0.587039
0.435917
0.539733
0.024351
ABT
2018-06-29
9,742,111
18,778,435
0.556066
0.355761
0.625177
0.019062
ABT
2018-07-06
4,942,531
11,228,052
0.480681
0.422258
0.546389
0.031353
ABT
2018-07-13
6,775,769
14,346,046
0.545615
0.41009
0.570097
0.019813
ABT
2018-07-20
13,753,727
27,482,960
0.547356
0.47153
0.50564
0.022831
ABT
2018-07-27
12,388,159
20,685,450
0.65475
0.465967
0.512084
0.021949
ABT
2018-08-03
8,986,981
17,520,596
0.608309
0.419855
0.559372
0.020773
ABT
2018-08-10
7,666,715
13,013,773
0.642421
0.417012
0.558695
0.024293
ABT
2018-08-17
7,561,492
14,588,674
0.601191
0.422358
0.545966
0.031676
ABT
2018-08-24
9,825,237
17,167,418
0.630388
0.42929
0.548757
0.021954
ABT
2018-08-31
8,599,433
16,358,231
0.595795
0.43483
0.537283
0.027887
ABT
2018-09-07
8,816,133
17,011,875
0.602079
0.378632
0.6036
0.017768
ABT
2018-09-14
7,844,124
14,521,572
0.581394
0.399977
0.577521
0.022502
ABT
2018-09-21
10,047,393
20,715,953
0.567726
0.359898
0.621445
0.018657
ABT
2018-09-28
20,039,172
30,452,576
0.706883
0.47052
0.509498
0.019982
ABT
2018-10-05
12,811,517
24,260,626
0.598393
0.418277
0.564768
0.016955
ABT
2018-10-12
20,108,909
33,478,562
0.641481
0.399803
0.577344
0.022853
ABT
2018-10-19
20,510,269
34,267,546
0.671315
0.384455
0.592737
0.022808
ABT
2018-10-26
18,621,273
30,125,651
0.671288
0.370203
0.613076
0.016721
ABT
2018-11-02
16,106,973
26,171,702
0.669088
0.334183
0.643889
0.021928
ABT
2018-11-09
12,202,784
21,581,271
0.641271
0.383558
0.55179
0.064652
ABT
2018-11-16
15,871,881
27,013,354
0.632213
0.322877
0.600102
0.077021
ABT
2018-11-23
9,840,031
18,082,784
0.58516
0.390726
0.587962
0.021312
ABT
2018-11-30
13,896,056
26,962,955
0.57375
0.460313
0.52293
0.016757
ABT
2018-12-07
12,713,031
23,629,130
0.599237
0.346295
0.629428
0.024277
ABT
2018-12-14
13,413,150
23,407,997
0.637361
0.362343
0.604757
0.032901
ABT
2018-12-21
20,372,698
35,097,642
0.654289
0.335088
0.640389
0.024523
ABT
2018-12-28
12,435,493
18,646,883
0.700658
0.347632
0.631351
0.021018
ABT
2019-01-04
13,577,595
22,777,402
0.641929
0.355986
0.62375
0.020264
ABT
2019-01-11
15,477,089
28,161,401
0.618761
0.427143
0.555498
0.017359
ABT
2019-01-18
13,196,885
23,226,964
0.629104
0.417444
0.561444
0.021112
ABT
2019-01-25
10,348,436
20,602,983
0.591399
0.392999
0.586521
0.02048
ABT
2019-02-01
15,624,931
26,817,754
0.636443
0.391377
0.58779
0.020833
ABT
2019-02-08
10,582,493
19,808,743
0.6366
0.421881
0.557436
0.020683
ABT
2019-02-15
12,547,233
23,146,689
0.60475
0.388024
0.582367
0.029609
ABT
2019-02-22
8,851,726
16,472,507
0.618267
0.399675
0.540425
0.0599
ABT
2019-03-01
11,853,925
22,729,755
0.642271
0.396755
0.525931
0.077314
ABT
2019-03-08
11,107,045
19,072,864
0.655297
0.350224
0.611003
0.038773
ABT
2019-03-15
11,716,206
24,833,938
0.55236
0.343791
0.612344
0.043866
ABT
2019-03-22
9,506,733
21,837,058
0.480638
0.334964
0.629485
0.035551
ABT
2019-03-29
8,035,940
16,210,591
0.535191
0.328993
0.636386
0.03462
ABT
2019-04-05
7,705,238
14,829,809
0.547114
0.327925
0.642828
0.029247
ABT
2019-04-12
7,095,548
18,810,267
0.441523
0.374166
0.600126
0.025708
ABT
2019-04-19
10,594,869
25,111,464
0.50146
0.426007
0.542693
0.0313
ABT
2019-04-26
11,885,720
21,141,489
0.615626
0.452338
0.516324
0.031337
ABT
2019-05-03
10,263,572
19,338,576
0.599711
0.388132
0.581414
0.030454
ABT
2019-05-10
9,026,478
15,396,513
0.611534
0.384093
0.550564
0.065343
ABT
2019-05-17
9,594,387
19,368,430
0.578578
0.420019
0.552017
0.027964
ABT
2019-05-24
6,128,314
16,206,056
0.449516
0.384523
0.579321
0.036156
ABT
2019-05-31
7,534,432
13,635,748
0.67994
0.467741
0.503242
0.029017
ABT
2019-06-07
12,215,016
19,575,133
0.678818
0.471934
0.498621
0.029446
ABT
2019-06-14
9,697,615
15,660,935
0.670147
0.467042
0.505275
0.027683
ABT
2019-06-21
12,040,766
22,222,102
0.636177
0.321374
0.649763
0.028863
ABT
2019-06-28
12,307,370
23,030,894
0.547687
0.347543
0.624088
0.028369
ABT
2019-07-05
6,335,929
10,935,855
0.648134
0.412552
0.562855
0.024593
ABT
2019-07-12
6,441,438
14,129,167
0.482669
0.386815
0.592302
0.020883
ABT
2019-07-19
12,232,158
23,495,810
0.6171
0.433488
0.534551
0.031961
ABT
2019-07-26
10,288,487
16,822,328
0.71143
0.446747
0.52974
0.023513
ABT
2019-08-02
9,340,216
17,402,134
0.62475
0.373722
0.58328
0.042998
ABT
2019-08-09
10,339,810
19,505,156
0.607363
0.323931
0.638949
0.03712
ABT
2019-08-16
8,814,886
16,446,944
0.580645
0.319726
0.643789
0.036484
ABT
2019-08-23
5,923,845
11,936,714
0.537987
0.45489
0.489617
0.055494
ABT
2019-08-30
6,459,062
10,871,039
0.619923
0.453895
0.509216
0.03689
ABT
2019-09-06
4,934,942
9,896,986
0.540008
0.404125
0.48987
0.106005
ABT
2019-09-13
8,000,941
13,232,749
0.614277
0.414324
0.498841
0.086834
ABT
2019-09-20
6,455,505
11,290,027
0.564867
0.429391
0.53094
0.039669
ABT
2019-09-27
3,625,991
8,404,726
0.493524
0.424312
0.525374
0.050314
ABT
2019-10-04
7,021,198
13,058,394
0.578184
0.452072
0.51691
0.031018
ABT
2019-10-11
7,716,988
13,498,563
0.595079
0.489955
0.47828
0.031765
ABT
2019-10-18
11,114,944
19,766,110
0.584879
0.490421
0.447005
0.062574
ABT
2019-10-25
8,389,056
14,796,765
0.598325
0.448262
0.489002
0.062735
ABT
2019-11-01
8,341,739
13,441,174
0.677327
0.462752
0.449846
0.087401
ABT
2019-11-08
9,376,730
15,545,241
0.623949
0.458301
0.51195
0.02975
ABT
2019-11-15
8,416,045
12,674,983
0.658009
0.471502
0.496877
0.03162
ABT
2019-11-22
6,982,839
14,690,486
0.461583
0.438246
0.519855
0.0419
ABT
2019-11-29
4,036,659
8,626,227
0.48231
0.457955
0.504711
0.037334
ABT
2019-12-06
4,324,546
10,706,622
0.452007
0.459269
0.500504
0.040227
ABT
2019-12-13
5,855,485
11,765,282
0.496667
0.444421
0.47838
0.0772
ABT
2019-12-20
6,866,105
15,515,466
0.437799
0.44495
0.483972
0.071077
ABT
2019-12-27
2,123,600
4,859,549
0.473223
0.451596
0.514006
0.034398
ABT
2020-01-03
3,998,060
8,631,699
0.446875
0.433394
0.535118
0.031487
ABT
2020-01-10
6,232,536
16,388,738
0.388366
0.586502
0.38181
0.031689
ABT
2020-01-17
7,231,744
20,587,586
0.399395
0.441108
0.439416
0.119476