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
2022-10-14
343,758
471,782
0.735288
0.566905
0.325162
0.107933
ZUMZ
2022-10-21
373,143
495,927
0.783259
0.644584
0.310559
0.044857
ZUMZ
2022-10-28
312,886
511,036
0.554059
0.630782
0.342335
0.026883
ZUMZ
2022-11-04
219,887
344,290
0.661147
0.590359
0.367368
0.042273
ZUMZ
2022-11-11
322,795
520,277
0.620881
0.586123
0.348256
0.065621
ZUMZ
2022-11-18
359,250
519,421
0.637773
0.593393
0.342847
0.06376
ZUMZ
2022-11-25
295,521
454,742
0.648363
0.719709
0.227929
0.052362
ZUMZ
2022-12-02
1,572,267
2,002,972
0.748648
0.710627
0.257971
0.031402
ZUMZ
2022-12-09
822,371
1,166,563
0.757379
0.603297
0.35195
0.044753
ZUMZ
2022-12-16
533,910
799,427
0.692248
0.559321
0.369896
0.070784
ZUMZ
2022-12-23
579,320
789,383
0.786241
0.620779
0.316435
0.062786
ZUMZ
2022-12-30
322,133
446,222
0.705841
0.658738
0.299355
0.041907
ZUMZ
2023-01-06
582,434
727,697
0.784737
0.716529
0.233851
0.04962
ZUMZ
2023-01-13
482,652
786,026
0.644095
0.632824
0.318138
0.049038
ZUMZ
2023-01-20
280,829
416,489
0.71715
0.621425
0.322397
0.056178
ZUMZ
2023-01-27
439,837
600,796
0.730472
0.613813
0.315488
0.070698
ZUMZ
2023-02-03
462,983
706,019
0.603643
0.656329
0.287824
0.055847
ZUMZ
2023-02-10
509,589
676,574
0.768837
0.654134
0.294317
0.051549
ZUMZ
2023-02-17
491,390
662,924
0.741391
0.697507
0.255404
0.047089
ZUMZ
2023-02-24
460,572
617,583
0.766704
0.704277
0.244214
0.05151
ZUMZ
2023-03-03
467,132
607,069
0.802319
0.645129
0.314757
0.040114
ZUMZ
2023-03-10
1,183,873
1,567,803
0.728626
0.675769
0.288966
0.035265
ZUMZ
2023-03-17
938,729
1,590,343
0.623343
0.632354
0.322603
0.045043
ZUMZ
2023-03-24
586,917
1,145,812
0.482119
0.6704
0.290008
0.039592
ZUMZ
2023-03-31
532,961
990,392
0.567053
0.651046
0.293648
0.055306
ZUMZ
2023-04-07
339,309
613,827
0.575043
0.649869
0.294256
0.055875
ZUMZ
2023-04-14
366,382
637,278
0.599718
0.627665
0.319616
0.052719
ZUMZ
2023-04-21
309,560
571,961
0.596851
0.649225
0.294579
0.056196
ZUMZ
2023-04-28
270,500
589,386
0.566258
0.61499
0.326327
0.058683
ZUMZ
2023-05-05
318,217
654,931
0.560017
0.697801
0.254047
0.048151
ZUMZ
2023-05-12
290,103
524,279
0.549312
0.665189
0.292249
0.042562
ZUMZ
2023-05-19
316,896
575,249
0.59305
0.647204
0.283424
0.069372
ZUMZ
2023-05-26
819,529
1,243,316
0.686234
0.725231
0.226573
0.048196
ZUMZ
2023-06-02
617,914
1,564,558
0.545814
0.654086
0.313809
0.032105
ZUMZ
2023-06-09
790,063
1,951,800
0.554879
0.638674
0.358326
0.003
ZUMZ
2023-06-16
801,376
1,388,683
0.619019
0.726312
0.269399
0.004289
ZUMZ
2023-06-23
522,840
1,272,904
0.426264
0.692808
0.300697
0.006496
ZUMZ
2023-06-30
149,311
438,057
0.301612
0.467538
0.519441
0.013022
ZUMZ
2023-07-07
37,168
116,001
0.340061
0.049548
0.941127
0.009325
ZUMZ
2023-07-14
47,964
144,217
0.308401
0.135848
0.853293
0.01086
ZUMZ
2023-07-21
52,623
142,595
0.343096
0.115014
0.875061
0.009925
ZUMZ
2023-07-28
50,836
120,470
0.446908
0.096249
0.885851
0.0179
ZUMZ
2023-08-04
49,301
164,762
0.411159
0.060513
0.891302
0.048184
ZUMZ
2023-08-11
52,696
133,704
0.428257
0.069494
0.908138
0.022368
ZUMZ
2023-08-18
51,026
124,085
0.423773
0.050878
0.90484
0.044282
ZUMZ
2023-08-25
79,081
142,778
0.616764
0.099169
0.832084
0.068747
ZUMZ
2023-09-01
94,063
225,636
0.400524
0.039147
0.942873
0.017979
ZUMZ
2023-09-08
176,357
283,321
0.592255
0.064049
0.866848
0.069104
ZUMZ
2023-09-15
81,157
205,763
0.347831
0.045265
0.903468
0.051267
ZUMZ
2023-09-22
89,866
178,343
0.468185
0.050116
0.926904
0.02298
ZUMZ
2023-09-29
56,075
106,643
0.608726
0.037663
0.928536
0.033801
ZUMZ
2023-10-06
97,078
189,559
0.567984
0.026387
0.949213
0.0244
ZUMZ
2023-10-13
55,228
115,554
0.508094
0.027767
0.90515
0.067082
ZUMZ
2023-10-20
54,272
114,496
0.587948
0.022601
0.898476
0.078923
ZUMZ
2023-10-27
48,154
91,661
0.612087
0.050682
0.876735
0.072583
ZUMZ
2023-11-03
46,166
95,369
0.518431
0.053803
0.86962
0.076576
ZUMZ
2023-11-10
57,322
96,815
0.550605
0.04786
0.88671
0.06543
ZUMZ
2023-11-17
74,678
139,381
0.533607
0.032558
0.902865
0.064577
ZUMZ
2023-11-24
32,141
82,915
0.264045
0.005536
0.961948
0.032516
ZUMZ
2023-12-01
96,089
209,250
0.440334
0.048646
0.920234
0.03112
ZUMZ
2023-12-08
76,806
123,482
0.577409
0.068149
0.911711
0.02014
ZUMZ
2023-12-15
73,590
146,509
0.542181
0.057472
0.843068
0.099461
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