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
2018-04-06
73,989
210,499
0.399
0.859461
0.129508
0.011032
ZLAB
2018-04-13
43,795
212,701
0.357465
0.840467
0.157454
0.002079
ZLAB
2018-04-20
29,404
143,628
0.410854
0.819067
0.15026
0.030673
ZLAB
2018-04-27
103,879
228,482
0.613653
0.685417
0.199024
0.11556
ZLAB
2018-05-04
84,776
242,678
0.499865
0.801674
0.181211
0.017116
ZLAB
2018-05-11
96,484
318,536
0.41891
0.85516
0.124834
0.020006
ZLAB
2018-05-18
137,627
361,621
0.487009
0.790639
0.157998
0.051363
ZLAB
2018-05-25
153,671
527,152
0.412159
0.792761
0.186363
0.020876
ZLAB
2018-06-01
132,222
369,423
0.450438
0.780169
0.198862
0.020969
ZLAB
2018-06-08
171,143
383,160
0.470281
0.851024
0.138282
0.010694
ZLAB
2018-06-15
92,362
202,134
0.581729
0.779457
0.211241
0.009303
ZLAB
2018-06-22
80,151
170,208
0.49479
0.834275
0.156577
0.009148
ZLAB
2018-06-29
62,064
133,221
0.508277
0.621014
0.342061
0.036925
ZLAB
2018-07-06
63,572
232,301
0.524492
0.832587
0.133833
0.03358
ZLAB
2018-07-13
56,184
145,399
0.421651
0.58321
0.348123
0.068667
ZLAB
2018-07-20
75,469
150,841
0.446884
0.896564
0.082957
0.02048
ZLAB
2018-07-27
89,924
205,622
0.471368
0.912713
0.081992
0.005295
ZLAB
2018-08-03
94,299
251,810
0.466041
0.802157
0.178533
0.01931
ZLAB
2018-08-10
88,312
251,522
0.409813
0.80058
0.161747
0.037673
ZLAB
2018-08-17
58,914
169,732
0.517047
0.766017
0.202615
0.031368
ZLAB
2018-08-24
72,986
228,054
0.419677
0.802463
0.169675
0.027862
ZLAB
2018-08-31
205,073
502,369
0.474572
0.852864
0.103723
0.043412
ZLAB
2018-09-07
841,114
2,808,151
0.361034
0.705975
0.272188
0.021838
ZLAB
2018-09-14
419,432
1,115,341
0.467386
0.704522
0.273006
0.022472
ZLAB
2018-09-21
193,067
707,180
0.378669
0.69186
0.286403
0.021738
ZLAB
2018-09-28
107,680
315,696
0.377552
0.72145
0.25905
0.0195
ZLAB
2018-10-05
149,552
734,548
0.330657
0.728928
0.251385
0.019687
ZLAB
2018-10-12
475,446
914,244
0.610915
0.772711
0.216454
0.010835
ZLAB
2018-10-19
149,355
252,950
0.635019
0.62277
0.359541
0.017689
ZLAB
2018-10-26
295,121
438,192
0.677848
0.781214
0.20722
0.011566
ZLAB
2018-11-02
94,418
230,058
0.509639
0.644542
0.325315
0.030143
ZLAB
2018-11-09
85,142
170,861
0.489744
0.735932
0.179259
0.084809
ZLAB
2018-11-16
78,958
196,483
0.580034
0.662159
0.221977
0.115865
ZLAB
2018-11-23
32,458
82,416
0.552769
0.727518
0.220154
0.052328
ZLAB
2018-11-30
71,499
177,179
0.41053
0.647505
0.279794
0.072701
ZLAB
2018-12-07
179,465
464,241
0.511656
0.701854
0.250161
0.047984
ZLAB
2018-12-14
342,860
690,331
0.560622
0.662877
0.264399
0.072724
ZLAB
2018-12-21
259,297
393,641
0.680594
0.666386
0.294116
0.039498
ZLAB
2018-12-28
132,045
214,289
0.581499
0.753969
0.223162
0.022868
ZLAB
2019-01-04
92,801
263,266
0.53395
0.715309
0.255802
0.02889
ZLAB
2019-01-11
260,226
670,631
0.623775
0.672933
0.256867
0.0702
ZLAB
2019-01-18
293,096
662,428
0.589026
0.653377
0.318146
0.028477
ZLAB
2019-01-25
122,959
447,854
0.471957
0.738596
0.176195
0.085209
ZLAB
2019-02-01
242,849
518,523
0.53363
0.653972
0.244484
0.101544
ZLAB
2019-02-08
419,464
739,774
0.610477
0.69829
0.229834
0.071877
ZLAB
2019-02-15
230,779
584,415
0.517119
0.583928
0.329583
0.086489
ZLAB
2019-02-22
160,287
449,381
0.529941
0.618524
0.260863
0.120613
ZLAB
2019-03-01
102,650
294,788
0.500344
0.577891
0.297423
0.124686
ZLAB
2019-03-08
165,561
393,380
0.476771
0.679252
0.275078
0.045669
ZLAB
2019-03-15
128,179
392,155
0.500625
0.651644
0.268231
0.080125
ZLAB
2019-03-22
144,295
427,100
0.565754
0.715783
0.231456
0.052761
ZLAB
2019-03-29
106,682
269,855
0.429091
0.633678
0.301569
0.064753
ZLAB
2019-04-05
172,724
467,133
0.511229
0.727985
0.218388
0.053628
ZLAB
2019-04-12
178,402
432,097
0.536039
0.705382
0.232406
0.062212
ZLAB
2019-04-19
188,443
314,207
0.661819
0.767307
0.161724
0.070969
ZLAB
2019-04-26
95,229
173,914
0.632846
0.687256
0.265456
0.047288
ZLAB
2019-05-03
515,394
1,458,016
0.546992
0.673722
0.253007
0.073271
ZLAB
2019-05-10
216,106
801,254
0.514023
0.691977
0.233962
0.074062
ZLAB
2019-05-17
368,223
753,924
0.722522
0.723857
0.231607
0.044535
ZLAB
2019-05-24
161,707
480,341
0.585405
0.763489
0.198815
0.037696
ZLAB
2019-05-31
237,407
466,676
0.674796
0.693963
0.259288
0.046749
ZLAB
2019-06-07
523,235
961,364
0.614852
0.798473
0.161261
0.040267
ZLAB
2019-06-14
415,965
669,538
0.712407
0.804432
0.167013
0.028554
ZLAB
2019-06-21
348,301
660,271
0.57522
0.743431
0.205278
0.05129
ZLAB
2019-06-28
264,508
464,009
0.668985
0.748516
0.192267
0.059217
ZLAB
2019-07-05
225,974
484,967
0.586975
0.803531
0.152484
0.043985
ZLAB
2019-07-12
322,218
600,894
0.600343
0.776114
0.183739
0.040148
ZLAB
2019-07-19
157,080
302,827
0.565075
0.759434
0.195612
0.044954
ZLAB
2019-07-26
117,372
320,557
0.568761
0.709539
0.232361
0.0581
ZLAB
2019-08-02
301,125
522,291
0.656278
0.620556
0.309329
0.070115
ZLAB
2019-08-09
183,116
402,589
0.580904
0.740858
0.213264
0.045878
ZLAB
2019-08-16
618,995
951,814
0.627654
0.752266
0.210292
0.037442
ZLAB
2019-08-23
412,652
757,833
0.672214
0.724115
0.245759
0.030126
ZLAB
2019-08-30
256,930
518,743
0.619228
0.713982
0.23996
0.046059
ZLAB
2019-09-06
273,711
421,231
0.682708
0.648989
0.22742
0.123592
ZLAB
2019-09-13
263,591
445,764
0.623829
0.658613
0.270535
0.070852
ZLAB
2019-09-20
169,396
241,779
0.71127
0.591541
0.366477
0.041983
ZLAB
2019-09-27
172,630
341,141
0.55853
0.658825
0.282328
0.058847
ZLAB
2019-10-04
137,770
226,720
0.577735
0.632056
0.305036
0.062907
ZLAB
2019-10-11
151,159
264,320
0.624536
0.675901
0.269038
0.055061
ZLAB
2019-10-18
163,908
318,080
0.593427
0.565332
0.314265
0.120403
ZLAB
2019-10-25
299,773
610,256
0.573517
0.633419
0.275169
0.091412
ZLAB
2019-11-01
246,168
496,393
0.527825
0.589812
0.304987
0.105201
ZLAB
2019-11-08
157,921
359,620
0.497276
0.76697
0.200187
0.032843
ZLAB
2019-11-15
293,407
535,562
0.592622
0.672343
0.272368
0.05529
ZLAB
2019-11-22
194,653
821,281
0.562346
0.660016
0.276353
0.063631
ZLAB
2019-11-29
89,788
188,693
0.667749
0.610489
0.304555
0.084956
ZLAB
2019-12-06
158,486
386,796
0.486782
0.713034
0.215725
0.071241
ZLAB
2019-12-13
162,185
471,003
0.520753
0.643905
0.239678
0.116418
ZLAB
2019-12-20
163,064
513,632
0.423941
0.665531
0.241875
0.092594
ZLAB
2019-12-27
211,308
410,012
0.486306
0.652357
0.268229
0.079414
ZLAB
2020-01-03
190,832
464,099
0.606116
0.654425
0.256869
0.088705
ZLAB
2020-01-10
254,697
545,371
0.513203
0.711622
0.229409
0.058969
ZLAB
2020-01-17
787,894
1,453,514
0.606372
0.6347
0.215982
0.149319
ZLAB
2020-01-24
989,366
1,903,578
0.608525
0.685665
0.261524
0.052811
ZLAB
2020-01-31
1,139,955
1,746,629
0.568715
0.667386
0.186117
0.146497
ZLAB
2020-02-07
293,828
570,693
0.493124
0.587073
0.334182
0.078745
ZLAB
2020-02-14
647,203
1,257,638
0.542233
0.671413
0.279465
0.049122
ZLAB
2020-02-21
343,773
579,311
0.618321
0.633995
0.319579
0.046426
ZLAB
2020-02-28
1,212,422
1,988,588
0.629842
0.682786
0.271652
0.045561