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
2016-03-25
9,090,480
16,152,101
0.552289
0.412417
0.521755
0.065829
ABT
2016-04-01
10,846,564
18,143,645
0.606533
0.354512
0.526199
0.119289
ABT
2016-04-08
14,932,743
24,718,151
0.627075
0.369253
0.512197
0.11855
ABT
2016-04-15
9,654,487
17,186,995
0.590696
0.327597
0.591384
0.08102
ABT
2016-04-22
12,505,817
25,912,047
0.521491
0.408805
0.54829
0.042905
ABT
2016-04-29
43,575,330
79,140,461
0.59217
0.44819
0.50456
0.047249
ABT
2016-05-06
38,942,503
66,826,905
0.567746
0.490746
0.467407
0.041847
ABT
2016-05-13
27,420,342
42,738,086
0.644592
0.508787
0.450541
0.040672
ABT
2016-05-20
24,926,907
37,173,622
0.6395
0.530873
0.434974
0.034153
ABT
2016-05-27
31,613,099
47,942,402
0.620306
0.568828
0.398269
0.032902
ABT
2016-06-03
25,360,560
45,014,459
0.537699
0.426987
0.495607
0.077406
ABT
2016-06-10
18,124,387
38,936,160
0.454472
0.414789
0.550566
0.034644
ABT
2016-06-17
24,948,424
45,698,025
0.559671
0.403951
0.457412
0.138637
ABT
2016-06-24
26,498,085
45,305,216
0.55944
0.514072
0.448368
0.03756
ABT
2016-07-01
26,075,831
40,517,175
0.64029
0.468254
0.447763
0.083984
ABT
2016-07-08
26,618,725
43,003,508
0.62384
0.497822
0.462868
0.039309
ABT
2016-07-15
21,320,424
34,343,765
0.618748
0.478372
0.490015
0.031613
ABT
2016-07-22
25,240,500
43,098,667
0.614042
0.524205
0.429646
0.04615
ABT
2016-07-29
37,771,041
54,667,375
0.663727
0.440792
0.520378
0.03883
ABT
2016-08-05
22,646,406
37,028,980
0.601634
0.439001
0.46621
0.094789
ABT
2016-08-12
14,346,736
28,134,379
0.54966
0.479016
0.435225
0.085759
ABT
2016-08-19
17,043,262
32,472,664
0.534197
0.474189
0.493562
0.032249
ABT
2016-08-26
35,820,599
64,223,933
0.520722
0.434092
0.529266
0.036642
ABT
2016-09-02
25,610,326
44,665,970
0.580261
0.458658
0.512092
0.02925
ABT
2016-09-09
18,335,992
29,829,514
0.597779
0.492333
0.478345
0.029322
ABT
2016-09-16
20,996,993
35,871,462
0.585334
0.390568
0.572662
0.03677
ABT
2016-09-23
13,753,237
24,221,103
0.568413
0.444363
0.518837
0.0368
ABT
2016-09-30
16,526,020
25,333,435
0.651639
0.454569
0.508917
0.036514
ABT
2016-10-07
18,803,161
26,787,376
0.68528
0.460056
0.504999
0.034945
ABT
2016-10-14
27,288,770
41,169,967
0.662452
0.426649
0.540316
0.033035
ABT
2016-10-21
28,026,484
43,164,626
0.648676
0.496838
0.473184
0.029978
ABT
2016-10-28
19,724,655
32,897,331
0.622182
0.463447
0.506326
0.030227
ABT
2016-11-04
16,742,915
31,006,404
0.527317
0.422842
0.546597
0.03056
ABT
2016-11-11
17,779,182
33,349,769
0.532369
0.453225
0.512578
0.034198
ABT
2016-11-18
22,075,458
36,243,765
0.618174
0.500208
0.418004
0.081787
ABT
2016-11-25
16,847,860
30,706,383
0.570379
0.517165
0.456589
0.026245
ABT
2016-12-02
18,423,992
37,525,071
0.489934
0.451995
0.485063
0.062943
ABT
2016-12-09
18,385,125
33,056,206
0.573067
0.497882
0.465175
0.036943
ABT
2016-12-16
21,058,098
39,206,975
0.536664
0.504605
0.469338
0.026057
ABT
2016-12-23
15,428,028
31,559,340
0.481448
0.45853
0.504907
0.036563
ABT
2016-12-30
13,680,256
25,889,053
0.538725
0.538757
0.430986
0.030257
ABT
2017-01-06
26,435,535
46,346,209
0.541388
0.453551
0.508254
0.038195
ABT
2017-01-13
19,126,418
39,495,845
0.513494
0.474696
0.489612
0.035692
ABT
2017-01-20
10,099,207
22,043,579
0.524412
0.440213
0.519367
0.04042
ABT
2017-01-27
17,509,685
38,909,694
0.49996
0.459466
0.504991
0.035543
ABT
2017-02-03
21,429,302
47,419,089
0.521889
0.463722
0.500153
0.036125
ABT
2017-02-10
13,900,793
29,322,048
0.510831
0.430865
0.457041
0.112095
ABT
2017-02-17
17,004,600
33,317,884
0.559488
0.462242
0.469032
0.068727
ABT
2017-02-24
13,495,047
25,600,197
0.580878
0.376688
0.579733
0.043579
ABT
2017-03-03
15,512,662
38,406,100
0.471213
0.378114
0.58542
0.036465
ABT
2017-03-10
10,671,281
24,456,110
0.466864
0.43838
0.51483
0.046789
ABT
2017-03-17
15,072,700
30,729,754
0.534358
0.412782
0.554322
0.032895
ABT
2017-03-24
9,870,612
18,436,105
0.548464
0.404929
0.566078
0.028994
ABT
2017-03-31
10,447,227
22,504,742
0.488734
0.438441
0.536056
0.025502
ABT
2017-04-07
11,380,602
26,212,727
0.482889
0.43183
0.53949
0.02868
ABT
2017-04-14
10,024,229
20,054,404
0.55224
0.43723
0.532172
0.030599
ABT
2017-04-21
18,708,470
37,358,226
0.520774
0.459833
0.518795
0.021372
ABT
2017-04-28
13,836,852
27,301,183
0.538681
0.549035
0.424707
0.026259
ABT
2017-05-05
10,803,450
22,077,214
0.523667
0.497238
0.471209
0.031553
ABT
2017-05-12
12,430,574
23,302,334
0.572618
0.491077
0.479977
0.028946
ABT
2017-05-19
12,100,032
22,843,024
0.555304
0.465975
0.505799
0.028226
ABT
2017-05-26
12,184,349
23,723,225
0.541371
0.481521
0.463223
0.055256
ABT
2017-06-02
13,196,930
26,850,598
0.533036
0.486058
0.482576
0.031367
ABT
2017-06-09
14,342,748
28,180,111
0.532163
0.489481
0.479779
0.03074
ABT
2017-06-16
17,301,322
32,409,093
0.557419
0.448638
0.528667
0.022695
ABT
2017-06-23
17,258,792
33,046,559
0.552487
0.515346
0.459415
0.02524
ABT
2017-06-30
11,346,462
22,491,786
0.535143
0.366085
0.607948
0.025967
ABT
2017-07-07
6,213,017
14,233,933
0.481325
0.399222
0.578448
0.02233
ABT
2017-07-14
8,258,296
18,385,560
0.511649
0.468522
0.511919
0.019558
ABT
2017-07-21
14,912,087
27,103,968
0.569058
0.455503
0.518821
0.025676
ABT
2017-07-28
15,692,587
25,120,464
0.624511
0.455854
0.521911
0.022234
ABT
2017-08-04
10,722,972
18,907,111
0.586042
0.433581
0.548597
0.017822
ABT
2017-08-11
8,664,290
14,785,236
0.58769
0.44119
0.542334
0.016476
ABT
2017-08-18
13,237,899
19,548,481
0.680827
0.45844
0.518858
0.022702
ABT
2017-08-25
7,567,140
15,985,594
0.584885
0.429898
0.541537
0.028565
ABT
2017-09-01
11,148,005
18,918,674
0.635259
0.458254
0.51732
0.024426
ABT
2017-09-08
6,971,163
16,783,825
0.456316
0.398451
0.58175
0.019799
ABT
2017-09-15
7,566,513
18,544,805
0.430779
0.386605
0.593427
0.019968
ABT
2017-09-22
8,198,187
20,309,380
0.42314
0.415322
0.559109
0.025569
ABT
2017-09-29
16,085,066
38,298,910
0.498477
0.402246
0.527552
0.070201
ABT
2017-10-06
7,923,155
22,033,307
0.388655
0.458644
0.522061
0.019296
ABT
2017-10-13
8,203,459
20,969,544
0.408754
0.389207
0.544131
0.066662
ABT
2017-10-20
8,662,920
22,017,260
0.422169
0.37824
0.582559
0.039202
ABT
2017-10-27
7,928,670
20,229,127
0.465146
0.376289
0.592868
0.030844
ABT
2017-11-03
8,389,569
26,869,366
0.370639
0.377001
0.592389
0.03061
ABT
2017-11-10
5,890,353
15,532,407
0.390534
0.413361
0.559289
0.02735
ABT
2017-11-17
7,787,793
20,481,706
0.44671
0.432261
0.540935
0.026803
ABT
2017-11-24
4,574,972
11,149,663
0.523916
0.487727
0.485536
0.026738
ABT
2017-12-01
8,152,924
24,798,179
0.364894
0.267089
0.715116
0.017795
ABT
2017-12-08
4,848,941
20,273,545
0.310003
0.365244
0.593518
0.041238
ABT
2017-12-15
6,704,988
31,222,055
0.282966
0.404068
0.572743
0.023188
ABT
2017-12-22
13,749,044
30,083,572
0.464147
0.546994
0.431942
0.021063
ABT
2017-12-29
5,649,175
12,919,523
0.527211
0.403568
0.574043
0.022389
ABT
2018-01-05
7,544,847
23,585,036
0.355471
0.374858
0.546998
0.078144
ABT
2018-01-12
6,567,459
22,382,105
0.319768
0.442365
0.534647
0.022988
ABT
2018-01-19
5,520,945
18,788,242
0.328094
0.364292
0.551198
0.084509
ABT
2018-01-26
14,174,113
40,801,500
0.391035
0.520119
0.455095
0.024786
ABT
2018-02-02
14,077,663
32,769,108
0.449705
0.486445
0.49525
0.018304
ABT
2018-02-09
16,346,262
35,502,517
0.471251
0.363968
0.613126
0.022906
ABT
2018-02-16
8,209,593
22,158,331
0.404557
0.432703
0.546228
0.021069