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
2023-12-22
49,051
85,043
0.595141
0.016274
0.921949
0.061777
ZUMZ
2023-12-29
28,714
59,350
0.443999
0.040689
0.90662
0.052691
ZUMZ
2024-01-05
71,145
126,034
0.482181
0.072959
0.902855
0.024186
ZUMZ
2024-01-12
62,845
135,639
0.41672
0.140068
0.820696
0.039236
ZUMZ
2024-01-19
38,254
77,983
0.64349
0.085461
0.830978
0.083561
ZUMZ
2024-01-26
29,007
65,412
0.532982
0.034393
0.898044
0.067563
ZUMZ
2024-02-02
45,359
87,143
0.553121
0.0564
0.833025
0.110575
ZUMZ
2024-02-09
24,517
58,786
0.431254
0.084656
0.73802
0.177324
ZUMZ
2024-02-16
29,407
66,757
0.558
0.084932
0.837928
0.077139
ZUMZ
2024-02-23
20,236
58,618
0.385794
0.04687
0.884286
0.068845
ZUMZ
2024-03-01
20,544
54,584
0.383661
0.041605
0.892447
0.065948
ZUMZ
2024-03-08
44,212
93,526
0.468577
0.035718
0.933099
0.031183
ZUMZ
2024-03-15
105,406
201,164
0.514101
0.061803
0.920309
0.017889
ZUMZ
2024-03-22
58,242
195,095
0.21271
0.030353
0.966481
0.003166
ZUMZ
2024-03-29
21,938
52,547
0.357423
0.045172
0.943559
0.011268
ZUMZ
2024-04-05
36,094
69,792
0.663065
0.040621
0.925203
0.034176
ZUMZ
2024-04-12
39,538
75,926
0.50952
0.029554
0.946643
0.023803
ZUMZ
2024-04-19
56,706
129,613
0.528998
0.099575
0.840691
0.059735
ZUMZ
2024-04-26
68,327
146,054
0.49868
0.053002
0.804119
0.142879
ZUMZ
2024-05-03
51,632
89,678
0.59216
0.056592
0.805581
0.137826
ZUMZ
2024-05-10
42,554
66,553
0.619054
0.03214
0.893561
0.074298
ZUMZ
2024-05-17
60,558
82,757
0.69688
0.015169
0.875805
0.109027
ZUMZ
2024-05-24
55,387
87,268
0.654814
0.031359
0.851043
0.117598
ZUMZ
2024-05-31
41,100
67,014
0.621265
0.028906
0.800604
0.17049
ZUMZ
2024-06-07
113,220
166,581
0.659998
0.043888
0.768511
0.187601
ZUMZ
2024-06-14
124,628
178,776
0.707184
0.026368
0.764552
0.20908
ZUMZ
2024-06-21
83,648
114,158
0.714079
0.022857
0.896283
0.08086
ZUMZ
2024-06-28
66,254
88,851
0.748492
0.022875
0.866846
0.110279
ZUMZ
2024-07-05
97,694
117,186
0.787158
0.021088
0.869392
0.109519
ZUMZ
2024-07-12
71,159
103,573
0.677159
0.06878
0.826402
0.104818
ZUMZ
2024-07-19
64,173
102,968
0.537835
0.01309
0.881032
0.105879
ZUMZ
2024-07-26
54,738
98,684
0.40039
0.017167
0.940531
0.042302
ZUMZ
2024-08-02
72,737
124,256
0.572859
0.02202
0.9087
0.06928
ZUMZ
2024-08-09
62,299
101,676
0.55285
0.021377
0.867759
0.110863
ZUMZ
2024-08-16
69,507
101,669
0.634336
0.068412
0.819268
0.11232
ZUMZ
2024-08-23
53,247
84,391
0.672688
0.050937
0.841439
0.107624
ZUMZ
2024-08-30
56,590
91,381
0.581272
0.016774
0.847507
0.135718
ZUMZ
2024-09-06
95,313
158,434
0.547217
0.039259
0.851089
0.109652
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