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
ZOOZW
2024-11-15
2,000
2,239
0.893256
0
1
0
ZOOZW
2024-12-06
285
535
0.5
null
null
null
ZOOZW
2024-12-13
200
500
0.4
0
1
0
ZOOZW
2024-12-20
227
927
0.244876
0
1
0
ZOOZW
2024-12-27
100
300
0.333333
0
1
0
ZOOZW
2025-01-03
669
669
1
0
1
0
ZOOZW
2025-01-10
3,000
15,491
0.160694
null
null
null
ZOOZW
2025-01-17
200
300
0.666667
0
1
0
ZOOZW
2025-01-24
0
1,658
0
null
null
null
ZOOZW
2025-02-07
0
991
0
null
null
null
ZOOZW
2025-02-28
1,968
6,213
0.224504
null
null
null
ZOOZW
2025-03-21
30
230
0.5
null
null
null
ZOOZW
2025-03-28
7,991
9,304
0.91468
0
1
0
ZOOZW
2025-04-04
0
103
0
null
null
null
ZOOZW
2025-04-11
173
173
1
0
1
0
ZOOZW
2025-05-02
0
2
0
null
null
null
ZOOZW
2025-05-23
500
500
1
0
1
0
ZOOZW
2025-06-06
259
259
1
0
1
0
ZOOZW
2025-06-13
1,032
1,132
0.955634
0
1
0
ZOOZW
2025-06-20
0
200
0
null
null
null
ZOOZW
2025-06-27
0
1,840
0
null
null
null
ZOOZW
2025-07-04
498
616
0.322957
null
null
null
ZOOZW
2025-07-11
0
400
0
null
null
null
ZOOZW
2025-07-18
1,194
7,294
0.163696
0
1
0
ZOOZW
2025-07-25
55,749
66,973
0.782627
0
1
0
ZOOZW
2025-08-01
197,271
205,757
0.398666
null
null
null
ZOOZW
2025-08-08
8,903
14,317
0.406863
null
null
null
ZOOZW
2025-08-22
0
423
0
null
null
null
ZOOZW
2025-08-29
0
6,590
0
null
null
null
ZOOZW
2025-09-05
18,200
22,232
0.331267
null
null
null
ZOOZW
2025-09-12
2,346
2,510
0.659206
null
null
null
ZOOZW
2025-09-19
692
14,181
0.076241
null
null
null
ZOOZW
2025-09-26
283
1,928
0.073736
null
null
null
ZOOZW
2025-10-03
0
5,000
0
null
null
null
ZOOZW
2025-10-10
2,910
11,242
0.46782
0
1
0
ZOOZW
2025-10-17
1
9,513
0.2
null
null
null
ZOOZW
2025-10-24
217
2,830
0.252914
null
null
null
ZOOZW
2025-10-31
846
1,179
0.75
null
null
null
ZOOZW
2025-11-07
5,484
5,984
0.9564
0
1
0
ZOOZW
2025-11-28
343
343
1
0
1
0
ZOOZW
2025-12-05
0
1,701
0
null
null
null
ZOOZW
2025-12-12
0
10
0
null
null
null
ZOOZW
2025-12-19
3,150
7,714
0.253012
null
null
null
ZOOZW
2025-12-26
7,750
7,750
1
0
1
0
ZOOZW
2026-01-02
5
26,276
0.25
null
null
null
ZOOZW
2026-01-09
0
890
0
null
null
null
ZS
2018-03-16
2,731,593
7,997,086
0.273775
0.774001
0.190885
0.035114
ZS
2018-03-23
4,774,960
12,190,951
0.335594
0.88967
0.099183
0.011147
ZS
2018-03-30
1,436,219
4,083,397
0.506977
0.843512
0.139902
0.016587
ZS
2018-04-06
1,416,364
3,422,451
0.513746
0.852775
0.138284
0.008941
ZS
2018-04-13
1,074,885
2,290,774
0.550155
0.840407
0.146009
0.013583
ZS
2018-04-20
915,427
1,803,897
0.609016
0.854082
0.118078
0.02784
ZS
2018-04-27
797,675
1,567,941
0.565941
0.770202
0.12725
0.102548
ZS
2018-05-04
1,361,887
2,645,735
0.65102
0.805363
0.163001
0.031636
ZS
2018-05-11
752,237
1,436,659
0.627894
0.811239
0.136981
0.05178
ZS
2018-05-18
1,016,574
1,812,017
0.637494
0.837212
0.133436
0.029353
ZS
2018-05-25
1,352,722
2,022,327
0.697688
0.853381
0.12077
0.025849
ZS
2018-06-01
1,233,199
2,017,723
0.675726
0.852901
0.135597
0.011502
ZS
2018-06-08
7,035,092
12,358,324
0.63943
0.806945
0.175133
0.017922
ZS
2018-06-15
4,599,399
8,553,626
0.661449
0.830427
0.156755
0.012817
ZS
2018-06-22
4,253,186
7,105,394
0.652979
0.832578
0.147658
0.019764
ZS
2018-06-29
2,481,058
3,792,274
0.70209
0.737225
0.239321
0.023455
ZS
2018-07-06
1,441,518
2,374,492
0.694116
0.808896
0.175542
0.015562
ZS
2018-07-13
2,009,851
2,938,424
0.713194
0.776255
0.202563
0.021181
ZS
2018-07-20
1,848,576
3,006,614
0.714128
0.791471
0.190899
0.01763
ZS
2018-07-27
1,791,145
3,056,062
0.686794
0.818421
0.164948
0.016631
ZS
2018-08-03
1,667,755
2,723,580
0.649583
0.825411
0.156305
0.018285
ZS
2018-08-10
1,200,995
1,840,958
0.737073
0.814478
0.17526
0.010261
ZS
2018-08-17
2,287,081
3,679,457
0.699321
0.823281
0.15983
0.016889
ZS
2018-08-24
3,408,289
5,077,298
0.705691
0.795318
0.189331
0.015351
ZS
2018-08-31
3,260,759
5,790,927
0.597248
0.807923
0.177374
0.014702
ZS
2018-09-07
4,402,333
6,686,563
0.694867
0.819562
0.166038
0.0144
ZS
2018-09-14
4,287,212
8,386,872
0.63117
0.747542
0.233807
0.018651
ZS
2018-09-21
2,871,451
5,855,598
0.598224
0.753083
0.217741
0.029176
ZS
2018-09-28
1,708,082
4,516,397
0.500932
0.751105
0.232286
0.016609
ZS
2018-10-05
1,729,817
4,901,570
0.487678
0.713275
0.26459
0.022135
ZS
2018-10-12
2,433,227
4,592,544
0.640082
0.720607
0.258954
0.020439
ZS
2018-10-19
1,505,483
3,122,460
0.619866
0.668288
0.313253
0.018459
ZS
2018-10-26
1,589,846
3,348,750
0.553585
0.716447
0.271697
0.011856
ZS
2018-11-02
2,270,569
4,181,410
0.573822
0.751742
0.234419
0.013839
ZS
2018-11-09
1,548,280
2,987,003
0.560153
0.72595
0.224337
0.049713
ZS
2018-11-16
1,638,822
3,242,504
0.559862
0.677849
0.227588
0.094564
ZS
2018-11-23
1,677,751
3,941,758
0.565165
0.749681
0.225994
0.024326
ZS
2018-11-30
1,942,172
3,845,575
0.510307
0.776151
0.199569
0.02428
ZS
2018-12-07
2,886,353
7,453,421
0.43761
0.703318
0.249172
0.04751
ZS
2018-12-14
2,239,823
5,845,174
0.457276
0.630806
0.326738
0.042455
ZS
2018-12-21
2,629,515
5,248,909
0.58431
0.704852
0.264656
0.030492
ZS
2018-12-28
1,771,170
2,734,493
0.708951
0.734542
0.224598
0.04086
ZS
2019-01-04
1,636,549
2,972,945
0.71478
0.71365
0.248517
0.037833
ZS
2019-01-11
2,067,950
4,257,929
0.571408
0.697502
0.27288
0.029619
ZS
2019-01-18
1,950,616
3,557,516
0.618608
0.682476
0.281778
0.035747
ZS
2019-01-25
1,567,679
3,162,487
0.636566
0.718706
0.248984
0.03231
ZS
2019-02-01
2,078,995
4,759,840
0.567163
0.660281
0.303883
0.035836
ZS
2019-02-08
1,324,055
3,863,401
0.48711
0.672527
0.272075
0.055398
ZS
2019-02-15
1,527,662
3,440,802
0.54897
0.73469
0.22504
0.04027
ZS
2019-02-22
1,052,915
2,241,456
0.511283
0.669999
0.243647
0.086354
ZS
2019-03-01
5,298,261
11,975,004
0.531414
0.773531
0.165522
0.060948
ZS
2019-03-08
3,439,029
7,952,630
0.540504
0.720093
0.258325
0.021582
ZS
2019-03-15
2,495,771
7,380,811
0.436033
0.746367
0.230395
0.023238
ZS
2019-03-22
2,059,329
5,331,046
0.532436
0.734739
0.246783
0.018478