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
ACB
2019-10-04
64,045,401
92,889,432
0.797401
0.67678
0.309224
0.013996
ACB
2019-10-11
50,335,292
81,580,480
0.705744
0.687948
0.300032
0.01202
ACB
2019-10-18
47,522,230
90,203,950
0.568031
0.743204
0.22331
0.033486
ACB
2019-10-25
35,590,183
56,803,832
0.716321
0.657556
0.302044
0.0404
ACB
2019-11-01
26,886,978
40,031,545
0.735603
0.710818
0.248849
0.040333
ACB
2019-11-08
37,712,406
59,566,495
0.736332
0.74503
0.242945
0.012025
ACB
2019-11-15
75,794,954
113,884,302
0.705883
0.710476
0.275705
0.01382
ACB
2019-11-22
196,401,351
331,323,241
0.584606
0.730721
0.258571
0.010708
ACB
2019-11-29
65,252,353
111,803,958
0.640895
0.696992
0.290889
0.012119
ACB
2019-12-06
48,908,205
87,096,883
0.633335
0.684443
0.301742
0.013814
ACB
2019-12-13
55,855,062
125,066,195
0.560562
0.655827
0.288484
0.055688
ACB
2019-12-20
89,307,373
138,708,700
0.719046
0.69329
0.260916
0.045794
ACB
2019-12-27
61,591,085
108,697,100
0.663818
0.741058
0.246461
0.012481
ACB
2020-01-03
62,289,087
110,809,706
0.704204
0.683172
0.301828
0.015
ACB
2020-01-10
93,729,054
147,630,484
0.738006
0.72912
0.262763
0.008117
ACB
2020-01-17
175,946,823
280,478,317
0.715532
0.672941
0.250204
0.076855
ACB
2020-01-24
61,284,397
100,286,158
0.747025
0.726598
0.257572
0.01583
ACB
2020-01-31
38,530,743
80,429,384
0.618187
0.643981
0.263303
0.092716
ACB
2020-02-07
48,751,753
127,498,584
0.486824
0.709443
0.279946
0.010611
ACB
2020-02-14
83,561,711
192,653,882
0.490845
0.661211
0.329307
0.009481
ACB
2020-02-21
37,789,779
100,400,737
0.45574
0.656753
0.325907
0.01734
ACB
2020-02-28
38,079,542
109,173,824
0.4409
0.679234
0.301505
0.019261
ACB
2020-03-06
35,289,089
84,355,279
0.56779
0.620759
0.32628
0.052961
ACB
2020-03-13
38,720,194
130,695,166
0.395549
0.588763
0.38592
0.025316
ACB
2020-03-20
29,612,959
122,671,394
0.349209
0.657739
0.338192
0.004068
ACB
2020-03-27
101,834,441
318,522,876
0.349871
0.785201
0.210757
0.004042
ACB
2020-04-03
59,240,629
166,956,626
0.499068
0.691149
0.30463
0.00422
ACB
2020-04-10
50,016,629
137,002,741
0.504491
0.668964
0.329584
0.001452
ACB
2020-04-17
60,416,444
170,859,884
0.447613
0.647861
0.350148
0.001991
ACB
2020-04-24
36,040,060
116,949,542
0.435923
0.631523
0.333203
0.035274
ACB
2020-05-01
30,861,848
100,035,554
0.439752
0.635002
0.335949
0.029049
ACB
2020-05-08
27,753,544
72,148,356
0.526755
0.658124
0.339289
0.002588
ACB
2020-05-15
67,368,418
120,355,221
0.47006
0.715762
0.278901
0.005337
ACB
2020-05-22
134,092,675
236,322,591
0.575391
0.687793
0.306458
0.00575
ACB
2020-05-29
17,042,949
40,780,154
0.454921
0.675573
0.319708
0.004719
ACB
2020-06-05
8,980,894
26,850,962
0.395008
0.745217
0.248711
0.006072
ACB
2020-06-12
11,296,927
31,869,428
0.389199
0.639753
0.277297
0.082949
ACB
2020-06-19
9,796,948
20,324,860
0.499536
0.640788
0.355968
0.003245
ACB
2020-06-26
12,385,496
27,641,666
0.533346
0.654762
0.338699
0.006539
ACB
2020-07-03
6,065,199
10,224,599
0.641788
0.658835
0.336569
0.004595
ACB
2020-07-10
8,100,096
13,274,899
0.637685
0.633814
0.357207
0.008979
ACB
2020-07-17
8,030,123
18,006,183
0.50579
0.66992
0.322396
0.007685
ACB
2020-07-24
7,675,610
12,712,452
0.642945
0.698221
0.294932
0.006848
ACB
2020-07-31
6,997,362
15,455,040
0.537082
0.693209
0.299044
0.007747
ACB
2020-08-07
3,800,584
8,912,295
0.526823
0.623634
0.369285
0.007081
ACB
2020-08-14
7,346,566
14,613,805
0.635686
0.602655
0.385086
0.012259
ACB
2020-08-21
7,373,669
12,598,406
0.652515
0.641012
0.283013
0.075975
ACB
2020-08-28
4,813,741
9,802,053
0.606434
0.613231
0.316894
0.069875
ACB
2020-09-04
8,331,694
13,013,694
0.708887
0.635196
0.320899
0.043904
ACB
2020-09-11
9,299,631
16,509,025
0.610699
0.631722
0.349138
0.01914
ACB
2020-09-18
9,029,046
19,626,855
0.503803
0.565999
0.424803
0.009198
ACB
2020-09-25
46,053,760
78,871,950
0.613136
0.654556
0.332323
0.013121
ACB
2020-10-02
21,175,775
38,592,585
0.60508
0.645448
0.347561
0.006991
ACB
2020-10-09
37,017,952
74,064,295
0.586341
0.687464
0.30475
0.007786
ACB
2020-10-16
30,438,026
62,264,091
0.565168
0.708407
0.285669
0.005923
ACB
2020-10-23
35,426,061
62,087,421
0.646695
0.699813
0.290775
0.009412
ACB
2020-10-30
25,445,279
38,050,684
0.762656
0.648681
0.336749
0.01457
ACB
2020-11-06
385,437,924
586,253,937
0.59069
0.714662
0.216858
0.06848
ACB
2020-11-13
192,991,042
415,784,380
0.417192
0.713521
0.212895
0.073584
ACB
2020-11-20
60,697,524
125,069,591
0.522364
0.753059
0.241838
0.005104
ACB
2020-11-27
84,205,251
165,169,022
0.551545
0.727218
0.26305
0.009732
ACB
2020-12-04
194,400,596
376,596,985
0.543504
0.791091
0.205749
0.00316
ACB
2020-12-11
48,159,445
102,976,090
0.547229
0.690454
0.304732
0.004814
ACB
2020-12-18
36,708,580
68,269,920
0.590534
0.672218
0.320124
0.007658
ACB
2020-12-25
24,176,346
48,303,803
0.57364
0.677886
0.317966
0.004149
ACB
2021-01-01
21,918,237
36,212,754
0.634454
0.699874
0.292457
0.00767
ACB
2021-01-08
85,748,182
157,530,384
0.591599
0.73575
0.258079
0.006171
ACB
2021-01-15
67,222,178
147,292,289
0.534653
0.675997
0.317788
0.006215
ACB
2021-01-22
28,695,169
69,063,340
0.467314
0.703731
0.291325
0.004945
ACB
2021-01-29
42,722,768
108,234,407
0.497433
0.579219
0.409545
0.011236
ACB
2021-02-05
60,550,557
123,502,957
0.561615
0.666068
0.330661
0.00327
ACB
2021-02-12
140,321,547
259,030,596
0.58654
0.699088
0.296011
0.004901
ACB
2021-02-19
32,268,776
72,145,356
0.509727
0.679955
0.314055
0.00599
ACB
2021-02-26
25,833,897
57,849,525
0.587009
0.554508
0.385968
0.059524
ACB
2021-03-05
25,306,649
59,002,786
0.48694
0.589799
0.403758
0.006443
ACB
2021-03-12
24,314,741
55,265,582
0.53367
0.62035
0.371752
0.007898
ACB
2021-03-19
23,065,131
46,451,025
0.595552
0.574732
0.420275
0.004993
ACB
2021-03-26
21,349,225
41,582,008
0.609272
0.563087
0.431256
0.005657
ACB
2021-04-02
13,334,043
27,864,980
0.585719
0.541896
0.450682
0.007422
ACB
2021-04-09
16,535,450
32,270,799
0.609315
0.60865
0.379921
0.011429
ACB
2021-04-16
19,163,700
33,603,296
0.624702
0.635249
0.354644
0.010107
ACB
2021-04-23
12,454,606
29,243,921
0.533585
0.633319
0.359955
0.006726
ACB
2021-04-30
9,806,396
23,939,725
0.49947
0.614936
0.366211
0.018853
ACB
2021-05-07
10,275,860
25,450,047
0.459657
0.537798
0.366247
0.095955
ACB
2021-05-14
23,656,791
35,740,513
0.702463
0.548314
0.376671
0.075015
ACB
2021-05-21
10,448,884
19,728,261
0.553766
0.598422
0.393606
0.007971
ACB
2021-05-28
19,314,388
30,760,866
0.68547
0.693416
0.294681
0.011903
ACB
2021-06-04
17,986,981
29,325,142
0.677556
0.701142
0.286507
0.012351
ACB
2021-06-11
16,917,100
26,774,710
0.703
0.745026
0.24245
0.012523
ACB
2021-06-18
8,980,246
13,838,392
0.70512
0.698854
0.284921
0.016225
ACB
2021-06-25
6,310,530
12,623,310
0.60655
0.68291
0.297827
0.019263
ACB
2021-07-02
6,429,226
13,268,245
0.627763
0.619093
0.318953
0.061953
ACB
2021-07-09
6,503,316
11,266,776
0.673176
0.644668
0.343315
0.012017
ACB
2021-07-16
11,870,507
23,472,067
0.619001
0.622814
0.308881
0.068305
ACB
2021-07-23
7,344,839
13,476,967
0.677072
0.667107
0.316154
0.016739
ACB
2021-07-30
11,688,866
22,996,743
0.62464
0.682584
0.300538
0.016878
ACB
2021-08-06
6,313,800
15,059,869
0.536275
0.63026
0.35118
0.018559
ACB
2021-08-13
5,867,812
11,740,543
0.57224
0.644245
0.346059
0.009696
ACB
2021-08-20
7,955,462
16,176,177
0.610046
0.673198
0.31924
0.007561
ACB
2021-08-27
6,268,547
15,454,122
0.533782
0.674529
0.312839
0.012632