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
ZLAB
2024-01-05
118,305
160,014
0.7302
0.061799
0.778699
0.159502
ZLAB
2024-01-12
116,773
194,271
0.702456
0.056243
0.834319
0.109438
ZLAB
2024-01-19
101,311
153,871
0.721182
0.038537
0.855652
0.105811
ZLAB
2024-01-26
240,987
389,599
0.753711
0.080893
0.800774
0.118332
ZLAB
2024-02-02
152,220
203,478
0.763573
0.03064
0.871812
0.097548
ZLAB
2024-02-09
430,301
666,230
0.753833
0.02001
0.861623
0.118366
ZLAB
2024-02-16
230,532
414,194
0.717573
0.02265
0.844383
0.132967
ZLAB
2024-02-23
116,081
148,114
0.776716
0.032688
0.839165
0.128147
ZLAB
2024-03-01
221,359
305,390
0.732132
0.044314
0.815811
0.139875
ZLAB
2024-03-08
128,456
199,102
0.69196
0.036943
0.861566
0.101491
ZLAB
2024-03-15
136,775
250,776
0.615156
0.057845
0.847882
0.094273
ZLAB
2024-03-22
172,278
299,775
0.689265
0.021232
0.899909
0.078859
ZLAB
2024-03-29
111,571
231,734
0.591106
0.057215
0.890227
0.052558
ZLAB
2024-04-05
79,984
132,208
0.678853
0.031387
0.862154
0.106459
ZLAB
2024-04-12
144,022
217,302
0.654844
0.04228
0.879642
0.078077
ZLAB
2024-04-19
127,310
226,244
0.670845
0.047158
0.8895
0.063342
ZLAB
2024-04-26
95,782
155,670
0.6964
0.049274
0.770956
0.179771
ZLAB
2024-05-03
85,523
185,331
0.554176
0.027514
0.724717
0.247769
ZLAB
2024-05-10
291,075
578,265
0.648349
0.020213
0.739924
0.239864
ZLAB
2024-05-17
152,364
221,139
0.641791
0.044146
0.795208
0.160645
ZLAB
2024-05-24
139,580
239,312
0.640037
0.020135
0.744853
0.235012
ZLAB
2024-05-31
102,462
222,122
0.617832
0.052762
0.767288
0.17995
ZLAB
2024-06-07
164,596
246,521
0.6102
0.017268
0.775742
0.20699
ZLAB
2024-06-14
73,489
109,867
0.640715
0.055704
0.646403
0.297893
ZLAB
2024-06-21
90,065
123,023
0.725734
0.037219
0.788466
0.174315
ZLAB
2024-06-28
97,112
131,462
0.679942
0.033928
0.82282
0.143252
ZLAB
2024-07-05
46,443
77,947
0.679176
0.044091
0.696543
0.259366
ZLAB
2024-07-12
107,096
146,166
0.746643
0.041128
0.792707
0.166165
ZLAB
2024-07-19
112,228
174,611
0.686814
0.060071
0.76454
0.175389
ZLAB
2024-07-26
113,616
222,996
0.670625
0.064607
0.723867
0.211526
ZLAB
2024-08-02
99,601
187,663
0.579335
0.026719
0.757858
0.215424
ZLAB
2024-08-09
188,200
316,324
0.494311
0.026378
0.839383
0.13424
ZLAB
2024-08-16
82,520
122,846
0.688128
0.043687
0.694578
0.261735
ZLAB
2024-08-23
102,944
143,528
0.710041
0.033622
0.837311
0.129067
ZLAB
2024-08-30
141,687
214,331
0.709687
0.050663
0.880426
0.068912
ZLAB
2024-09-06
76,909
143,832
0.596856
0.030558
0.820524
0.148918
ZLAB
2024-09-13
98,727
152,218
0.575946
0.021265
0.845603
0.133131
ZLAB
2024-09-20
69,961
109,587
0.531324
0.021316
0.827545
0.151139
ZLAB
2024-09-27
197,242
275,882
0.608217
0.024462
0.872526
0.103013
ZLAB
2024-10-04
162,550
280,057
0.59216
0.048784
0.770254
0.180962
ZLAB
2024-10-11
161,072
240,248
0.657959
0.029418
0.885324
0.085258
ZLAB
2024-10-18
166,509
252,707
0.706597
0.053646
0.941986
0.004368
ZLAB
2024-10-25
266,738
473,375
0.569413
0.048215
0.935351
0.016434
ZLAB
2024-11-01
120,199
198,914
0.680303
0.034751
0.942836
0.022413
ZLAB
2024-11-08
111,547
283,934
0.301578
0.014257
0.969697
0.016047
ZLAB
2024-11-15
401,364
810,558
0.590659
0.052512
0.931839
0.015649
ZLAB
2024-11-22
283,754
498,587
0.522346
0.028957
0.963735
0.007308
ZLAB
2024-11-29
144,553
227,949
0.499885
0.031518
0.967091
0.001391
ZLAB
2024-12-06
165,447
281,702
0.585232
0.034637
0.914277
0.051085
ZLAB
2024-12-13
212,449
326,376
0.619808
0.020695
0.959088
0.020217
ZLAB
2024-12-20
127,406
213,574
0.533917
0.03386
0.896543
0.069597
ZLAB
2024-12-27
29,997
68,378
0.396149
0.015083
0.964792
0.020125
ZLAB
2025-01-03
57,719
101,255
0.468881
0.012211
0.968475
0.019314
ZLAB
2025-01-10
145,402
197,654
0.780529
0.044871
0.948477
0.006652
ZLAB
2025-01-17
107,821
183,131
0.52634
0.054255
0.938181
0.007564
ZLAB
2025-01-24
110,524
183,162
0.666972
0.070216
0.893893
0.03589
ZLAB
2025-01-31
85,323
163,161
0.584466
0.038399
0.945864
0.015737
ZLAB
2025-02-07
103,150
176,647
0.529097
0.034751
0.956483
0.008766
ZLAB
2025-02-14
98,481
173,522
0.621596
0.037248
0.950884
0.011868
ZLAB
2025-02-21
207,529
360,351
0.499866
0.023522
0.96846
0.008018
ZLAB
2025-02-28
340,240
548,210
0.563911
0.03959
0.952371
0.00804
ZLAB
2025-03-07
261,586
398,607
0.640729
0.061694
0.923607
0.014699
ZLAB
2025-03-14
139,967
200,664
0.710357
0.050952
0.938689
0.010358
ZLAB
2025-03-21
111,695
190,065
0.54834
0.059168
0.931198
0.009634
ZLAB
2025-03-28
142,977
327,499
0.426608
0.034856
0.961463
0.00368
ZLAB
2025-04-04
231,415
368,093
0.706781
0.034125
0.958597
0.007278
ZLAB
2025-04-11
628,856
1,081,536
0.642096
0.069694
0.922858
0.007448
ZLAB
2025-04-18
249,224
379,925
0.687044
0.060301
0.928227
0.011472
ZLAB
2025-04-25
338,200
488,814
0.722832
0.065433
0.930164
0.004403
ZLAB
2025-05-02
224,110
316,290
0.656623
0.051698
0.940942
0.00736
ZLAB
2025-05-09
239,283
370,059
0.692719
0.054211
0.937482
0.008307
ZLAB
2025-05-16
166,779
244,632
0.693198
0.077563
0.901079
0.021358
ZLAB
2025-05-23
240,150
355,466
0.684451
0.044363
0.945775
0.009862
ZLAB
2025-05-30
206,632
287,932
0.771859
0.038233
0.95096
0.010808
ZLAB
2025-06-06
434,864
710,767
0.653272
0.038939
0.961061
0
ZLAB
2025-06-13
444,524
611,134
0.67789
0.042393
0.957607
0
ZLAB
2025-06-20
178,677
312,647
0.59083
0.061926
0.938074
0
ZLAB
2025-06-27
173,102
275,613
0.649523
0.031617
0.968383
0
ZLAB
2025-07-04
130,519
199,177
0.694474
0.038621
0.961379
0
ZLAB
2025-07-11
164,486
256,023
0.67547
0.05214
0.94786
0
ZLAB
2025-07-18
177,032
314,982
0.516035
0.032872
0.967128
0
ZLAB
2025-07-25
182,514
313,756
0.616286
0.052031
0.947969
0
ZLAB
2025-08-01
232,400
343,614
0.77052
0.033699
0.966301
0
ZLAB
2025-08-08
209,497
389,823
0.60569
0.06189
0.93811
0
ZLAB
2025-08-15
95,696
148,012
0.598792
0.017722
0.982278
0
ZLAB
2025-08-22
97,432
211,480
0.610858
0.045519
0.954481
0
ZLAB
2025-08-29
116,003
179,884
0.714408
0.052184
0.947816
0
ZLAB
2025-09-05
159,255
255,082
0.630617
0.037035
0.962965
0
ZLAB
2025-09-12
245,625
655,954
0.432761
0.03433
0.96567
0
ZLAB
2025-09-19
116,070
195,262
0.601891
0.030545
0.969455
0
ZLAB
2025-09-26
126,741
159,990
0.842377
0.037555
0.962445
0
ZLAB
2025-10-03
155,481
217,808
0.700311
0.048168
0.951832
0
ZLAB
2025-10-10
106,834
187,826
0.534116
0.04513
0.95487
0
ZLAB
2025-10-17
204,593
370,056
0.575146
0.07938
0.92062
0
ZLAB
2025-10-24
148,271
288,362
0.44753
0.029433
0.970567
0
ZLAB
2025-10-31
187,756
540,692
0.402649
0.03907
0.96093
0
ZLAB
2025-11-07
238,622
542,719
0.488759
0.089769
0.910231
0
ZLAB
2025-11-14
154,209
284,097
0.451396
0.040128
0.959872
0
ZLAB
2025-11-21
118,653
207,076
0.4992
0.051939
0.948061
0
ZLAB
2025-11-28
90,220
165,602
0.509503
0.020437
0.979563
0