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
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
ZURA
2023-09-29
50,270
69,479
0.722203
0.068469
0.827131
0.1044
ZURA
2023-10-06
44,972
86,885
0.574746
0.16467
0.791146
0.044185
ZURA
2023-10-13
18,600
59,406
0.548308
0.044665
0.780548
0.174787
ZURA
2023-10-20
24,614
74,297
0.502425
0.020662
0.85687
0.122468
ZURA
2023-10-27
42,484
94,557
0.603166
0.051282
0.928036
0.020682
ZURA
2023-11-03
21,435
56,293
0.602849
0.048239
0.778071
0.173691
ZURA
2023-11-10
20,883
74,964
0.304306
0.067215
0.930796
0.001989
ZURA
2023-11-17
17,451
62,498
0.345889
0.03169
0.949022
0.019288
ZURA
2023-11-24
11,119
27,704
0.272437
0.061297
0.938703
0
ZURA
2023-12-01
25,434
48,071
0.341128
0.081177
0.917086
0.001736
ZURA
2023-12-08
43,234
118,171
0.380278
0.019434
0.974571
0.005995
ZURA
2023-12-15
50,411
128,158
0.527603
0.068847
0.908687
0.022467
ZURA
2023-12-22
43,708
73,931
0.764458
0.060503
0.797383
0.142115
ZURA
2023-12-29
29,709
77,349
0.474718
0.079609
0.911799
0.008591
ZURA
2024-01-05
21,971
63,722
0.541236
0.021002
0.960983
0.018016
ZURA
2024-01-12
24,249
59,803
0.592579
0.004967
0.986948
0.008086
ZURA
2024-01-19
28,186
62,509
0.630224
0.077611
0.891364
0.031025
ZURA
2024-01-26
174,409
232,487
0.740178
0.020088
0.965502
0.01441
ZURA
2024-02-02
30,083
57,993
0.606164
0.045424
0.889424
0.065153
ZURA
2024-02-09
47,698
80,743
0.640213
0.019775
0.842356
0.13787
ZURA
2024-02-16
37,026
66,722
0.553425
0.028518
0.894562
0.07692
ZURA
2024-02-23
14,930
22,248
0.611537
0.022254
0.820306
0.15744
ZURA
2024-03-01
23,566
44,025
0.549892
0.033877
0.909219
0.056903
ZURA
2024-03-08
31,215
41,697
0.794698
0.061826
0.767825
0.170349
ZURA
2024-03-15
13,741
19,579
0.715918
0.001258
0.866852
0.13189
ZURA
2024-03-22
50,544
113,167
0.630249
0.095211
0.763473
0.141316
ZURA
2024-03-29
425,034
1,156,164
0.643541
0.064195
0.930247
0.005558
ZURA
2024-04-05
81,443
125,794
0.804917
0.072164
0.868877
0.058959
ZURA
2024-04-12
70,282
102,225
0.691241
0.06737
0.914966
0.017664
ZURA
2024-04-19
87,671
133,711
0.698068
0.104055
0.825365
0.07058
ZURA
2024-04-26
250,620
381,696
0.468863
0.024761
0.876365
0.098874
ZURA
2024-05-03
80,339
126,413
0.762943
0.062354
0.780141
0.157505
ZURA
2024-05-10
37,350
62,517
0.753368
0.119182
0.785212
0.095606
ZURA
2024-05-17
119,106
251,512
0.580142
0.052131
0.792443
0.155426
ZURA
2024-05-24
53,706
80,121
0.625486
0.019177
0.885701
0.095123
ZURA
2024-05-31
32,611
63,980
0.535752
0.031024
0.890007
0.078969
ZURA
2024-06-07
38,327
79,297
0.575612
0.061532
0.780027
0.158441
ZURA
2024-06-14
17,946
53,487
0.438173
0.057343
0.77301
0.169646
ZURA
2024-06-21
22,537
29,649
0.728622
0.039157
0.68082
0.280024
ZURA
2024-06-28
24,816
37,498
0.695503
0.001068
0.44735
0.551582
ZURA
2024-07-05
90,458
108,438
0.818838
0.047139
0.882266
0.070595
ZURA
2024-07-12
97,082
136,488
0.787214
0.093692
0.836703
0.069605
ZURA
2024-07-19
117,172
208,039
0.625301
0.020487
0.816829
0.162684
ZURA
2024-07-26
62,759
112,776
0.534256
0.077331
0.80815
0.114518
ZURA
2024-08-02
85,301
106,397
0.79423
0.046312
0.712942
0.240746
ZURA
2024-08-09
84,111
123,668
0.684394
0.05617
0.766026
0.177805
ZURA
2024-08-16
48,925
117,253
0.393476
0.018751
0.706636
0.274613
ZURA
2024-08-23
39,468
69,933
0.597858
0.028105
0.748566
0.223329
ZURA
2024-08-30
117,077
251,282
0.49551
0.034838
0.899385
0.065777
ZURA
2024-09-06
34,068
64,724
0.556664
0.027526
0.793352
0.179121
ZURA
2024-09-13
35,885
77,759
0.54206
0.015463
0.749738
0.234799
ZURA
2024-09-20
131,176
196,150
0.725358
0.022471
0.865711
0.111818
ZURA
2024-09-27
120,140
147,952
0.791937
0.028463
0.727718
0.243818
ZURA
2024-10-04
85,813
117,784
0.714127
0.021
0.844332
0.134668
ZURA
2024-10-11
74,191
87,512
0.885438
0.016394
0.886318
0.097288
ZURA
2024-10-18
100,728
135,166
0.751749
0.011331
0.984541
0.004128
ZURA
2024-10-25
33,393
41,606
0.905064
0.047596
0.940094
0.01231
ZURA
2024-11-01
56,853
74,899
0.684158
0.031739
0.940846
0.027415
ZURA
2024-11-08
45,089
107,303
0.344296
0.018872
0.981104
0.000024
ZURA
2024-11-15
46,963
76,897
0.74701
0.01967
0.976433
0.003897
ZURA
2024-11-22
51,750
75,934
0.777122
0.035173
0.964827
0
ZURA
2024-11-29
39,635
57,632
0.638135
0.012736
0.987264
0