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
ZUMZ
2024-09-13
81,848
174,522
0.415554
0.020964
0.935475
0.043561
ZUMZ
2024-09-20
150,976
211,546
0.5426
0.033883
0.824843
0.141274
ZUMZ
2024-09-27
81,123
136,836
0.572795
0.011397
0.933469
0.055135
ZUMZ
2024-10-04
73,005
126,953
0.557981
0.030188
0.836562
0.13325
ZUMZ
2024-10-11
58,743
89,979
0.71966
0.074802
0.884473
0.040725
ZUMZ
2024-10-18
35,845
54,546
0.523065
0.014948
0.982732
0.00232
ZUMZ
2024-10-25
39,224
54,490
0.762088
0.031177
0.967086
0.001737
ZUMZ
2024-11-01
56,926
79,632
0.689621
0.026055
0.936917
0.037028
ZUMZ
2024-11-08
56,183
81,207
0.601498
0.036362
0.962052
0.001586
ZUMZ
2024-11-15
37,969
66,521
0.510866
0.036257
0.948781
0.014962
ZUMZ
2024-11-22
53,176
77,943
0.719152
0.020099
0.979431
0.000471
ZUMZ
2024-11-29
49,057
63,571
0.822208
0.03381
0.955963
0.010227
ZUMZ
2024-12-06
169,341
239,660
0.726425
0.022616
0.951312
0.026072
ZUMZ
2024-12-13
83,145
107,329
0.763833
0.049211
0.934709
0.01608
ZUMZ
2024-12-20
61,938
81,468
0.755771
0.027509
0.903514
0.068977
ZUMZ
2024-12-27
55,543
85,741
0.656333
0.062949
0.931414
0.005637
ZUMZ
2025-01-03
54,261
90,022
0.573302
0.020267
0.968823
0.01091
ZUMZ
2025-01-10
31,111
52,303
0.657703
0.032713
0.923826
0.043461
ZUMZ
2025-01-17
82,463
181,633
0.497875
0.044202
0.94291
0.012889
ZUMZ
2025-01-24
33,797
77,869
0.464577
0.042009
0.864395
0.093595
ZUMZ
2025-01-31
47,355
75,626
0.60448
0.029418
0.93562
0.034961
ZUMZ
2025-02-07
62,822
97,739
0.54578
0.02491
0.948039
0.027051
ZUMZ
2025-02-14
46,121
83,784
0.624762
0.024626
0.9634
0.011974
ZUMZ
2025-02-21
63,530
97,597
0.496629
0.010919
0.977337
0.011745
ZUMZ
2025-02-28
47,602
82,972
0.64987
0.043376
0.826797
0.129827
ZUMZ
2025-03-07
71,299
112,203
0.638647
0.033517
0.963395
0.003087
ZUMZ
2025-03-14
137,445
208,736
0.561988
0.077954
0.914235
0.007811
ZUMZ
2025-03-21
134,150
207,041
0.585167
0.047836
0.948502
0.003661
ZUMZ
2025-03-28
69,974
96,345
0.724072
0.028557
0.966034
0.005409
ZUMZ
2025-04-04
55,720
65,592
0.873029
0.022419
0.885777
0.091805
ZUMZ
2025-04-11
103,853
149,925
0.680322
0.041755
0.949391
0.008854
ZUMZ
2025-04-18
54,103
107,926
0.474819
0.076964
0.921889
0.001148
ZUMZ
2025-04-25
56,696
94,029
0.576424
0.094089
0.897798
0.008113
ZUMZ
2025-05-02
69,248
87,864
0.815236
0.035989
0.961711
0.002299
ZUMZ
2025-05-09
60,363
81,723
0.720841
0.02246
0.971461
0.006079
ZUMZ
2025-05-16
48,075
75,064
0.546428
0.032391
0.930934
0.036675
ZUMZ
2025-05-23
69,940
95,367
0.71954
0.029139
0.964749
0.006112
ZUMZ
2025-05-30
51,431
82,889
0.712501
0.031862
0.966572
0.001566
ZUMZ
2025-06-06
104,980
148,908
0.708677
0.025686
0.974314
0
ZUMZ
2025-06-13
120,479
155,818
0.835361
0.038831
0.961169
0
ZUMZ
2025-06-20
60,819
76,876
0.832976
0.046561
0.953439
0
ZUMZ
2025-06-27
88,367
136,091
0.778962
0.031908
0.968092
0
ZUMZ
2025-07-04
56,924
90,311
0.713151
0.046756
0.953244
0
ZUMZ
2025-07-11
62,356
102,317
0.715989
0.028266
0.971734
0
ZUMZ
2025-07-18
67,362
94,045
0.787645
0.021823
0.978177
0
ZUMZ
2025-07-25
44,300
71,314
0.700433
0.035629
0.964371
0
ZUMZ
2025-08-01
46,581
64,405
0.757189
0.033222
0.966778
0
ZUMZ
2025-08-08
46,588
59,830
0.766249
0.022838
0.977162
0
ZUMZ
2025-08-15
42,977
60,636
0.848588
0.040029
0.959971
0
ZUMZ
2025-08-22
38,086
57,225
0.59512
0.024452
0.975548
0
ZUMZ
2025-08-29
47,359
75,895
0.634378
0.02742
0.97258
0
ZUMZ
2025-09-05
116,283
158,771
0.753703
0.029447
0.970553
0
ZUMZ
2025-09-12
54,179
89,479
0.538158
0.06539
0.93461
0
ZUMZ
2025-09-19
58,423
86,991
0.68489
0.049708
0.950292
0
ZUMZ
2025-09-26
73,978
104,738
0.666498
0.062749
0.937251
0
ZUMZ
2025-10-03
66,341
122,813
0.523016
0.041396
0.958604
0
ZUMZ
2025-10-10
34,949
75,026
0.4224
0.041763
0.958237
0
ZUMZ
2025-10-17
34,176
72,321
0.531408
0.054662
0.945338
0
ZUMZ
2025-10-24
51,516
99,731
0.526275
0.042549
0.957451
0
ZUMZ
2025-10-31
63,666
86,411
0.78081
0.091226
0.908774
0
ZUMZ
2025-11-07
36,386
49,451
0.756859
0.036219
0.963781
0
ZUMZ
2025-11-14
48,652
56,723
0.805536
0.028577
0.971423
0
ZUMZ
2025-11-21
61,915
84,869
0.728142
0.044679
0.955321
0
ZUMZ
2025-11-28
33,206
53,723
0.635135
0.025353
0.974647
0
ZUMZ
2025-12-05
122,988
195,961
0.698345
0.087195
0.912805
0
ZUMZ
2025-12-12
46,977
130,498
0.351416
0.05564
0.94436
0
ZUMZ
2025-12-19
35,110
72,491
0.509452
0.034423
0.965577
0
ZUMZ
2025-12-26
25,883
47,133
0.463365
0.07344
0.92656
0
ZUMZ
2026-01-02
29,938
61,022
0.438832
0.009573
0.990427
0
ZUMZ
2026-01-09
52,734
97,261
0.51159
0.068323
0.931677
0
ZUMZ
2026-01-16
74,503
132,446
0.51051
0.068373
0.931627
0
ZUMZ
2026-01-23
52,064
79,406
0.675591
0.120303
0.879697
0
ZUMZ
2026-01-30
58,815
92,836
0.600001
0.035357
0.964643
0
ZURA
2023-03-24
2,401,357
5,382,532
0.416016
0.661066
0.331767
0.007167
ZURA
2023-03-31
301,015
816,349
0.345754
0.832982
0.155376
0.011642
ZURA
2023-04-07
26,327
162,743
0.141039
0.845376
0.148621
0.006003
ZURA
2023-04-14
60,205
168,389
0.418445
0.724684
0.258696
0.01662
ZURA
2023-04-21
41,100
129,488
0.396972
0.589196
0.391881
0.018923
ZURA
2023-04-28
120,608
309,016
0.418513
0.518939
0.477652
0.003409
ZURA
2023-05-05
120,251
360,562
0.276261
0.802755
0.179518
0.017727
ZURA
2023-05-12
3,663,918
8,039,036
0.473923
0.781235
0.214131
0.004634
ZURA
2023-05-19
288,398
776,943
0.34382
0.693125
0.271785
0.03509
ZURA
2023-05-26
5,558,303
12,791,950
0.398425
0.81957
0.166994
0.013435
ZURA
2023-06-02
565,964
1,433,407
0.407847
0.775374
0.212279
0.012346
ZURA
2023-06-09
1,653,726
3,919,454
0.339046
0.810291
0.189442
0.000267
ZURA
2023-06-16
471,581
1,278,577
0.388547
0.76865
0.229656
0.001693
ZURA
2023-06-23
984,404
2,031,888
0.539942
0.800341
0.198198
0.001462
ZURA
2023-06-30
301,844
621,705
0.445888
0.432547
0.566336
0.001117
ZURA
2023-07-07
43,848
101,768
0.634242
0.031441
0.966623
0.001936
ZURA
2023-07-14
60,609
162,751
0.503165
0.015444
0.975599
0.008957
ZURA
2023-07-21
37,934
106,581
0.468673
0.055357
0.874761
0.069882
ZURA
2023-07-28
46,372
103,222
0.557155
0.051857
0.904894
0.043248
ZURA
2023-08-04
23,510
71,184
0.456004
0.035236
0.943926
0.020838
ZURA
2023-08-11
40,450
89,743
0.512443
0.060893
0.873295
0.065811
ZURA
2023-08-18
25,660
55,634
0.568222
0.016809
0.87738
0.105811
ZURA
2023-08-25
28,939
38,642
0.817896
0.054902
0.810287
0.134811
ZURA
2023-09-01
40,767
80,619
0.778965
0.050126
0.921899
0.027975
ZURA
2023-09-08
33,136
62,292
0.742624
0.062763
0.923004
0.014233
ZURA
2023-09-15
53,419
85,893
0.569512
0.039384
0.947426
0.01319
ZURA
2023-09-22
50,292
77,576
0.642841
0.05472
0.809644
0.135637