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
ABG
2022-07-01
402,115
589,106
0.711014
0.391738
0.569944
0.038318
ABG
2022-07-08
240,196
414,600
0.650119
0.345103
0.61729
0.037608
ABG
2022-07-15
541,466
856,272
0.657821
0.486157
0.477231
0.036612
ABG
2022-07-22
437,081
660,992
0.676822
0.422353
0.499066
0.078581
ABG
2022-07-29
425,439
695,718
0.643721
0.509566
0.452071
0.038363
ABG
2022-08-05
374,939
583,240
0.725693
0.47705
0.47949
0.04346
ABG
2022-08-12
320,537
459,393
0.714764
0.443678
0.509219
0.047103
ABG
2022-08-19
371,794
620,258
0.636545
0.400527
0.522339
0.077133
ABG
2022-08-26
258,107
373,812
0.69579
0.454844
0.514397
0.030759
ABG
2022-09-02
284,330
403,553
0.737178
0.372703
0.58883
0.038467
ABG
2022-09-09
222,450
344,565
0.635978
0.439014
0.521927
0.039059
ABG
2022-09-16
414,172
659,779
0.706261
0.401275
0.557231
0.041494
ABG
2022-09-23
373,862
536,505
0.699623
0.493519
0.450199
0.056282
ABG
2022-09-30
690,230
1,339,136
0.60254
0.484157
0.422507
0.093335
ABG
2022-10-07
586,440
853,943
0.730087
0.487505
0.423295
0.0892
ABG
2022-10-14
293,341
463,785
0.679085
0.387858
0.530463
0.081679
ABG
2022-10-21
496,073
793,001
0.634309
0.442434
0.512091
0.045475
ABG
2022-10-28
582,644
779,611
0.717921
0.497256
0.467192
0.035552
ABG
2022-11-04
572,647
757,684
0.706974
0.483767
0.482231
0.034003
ABG
2022-11-11
365,516
563,639
0.695324
0.440165
0.517986
0.041849
ABG
2022-11-18
359,505
549,005
0.689867
0.50077
0.462822
0.036407
ABG
2022-11-25
189,534
318,782
0.660737
0.448585
0.522222
0.029194
ABG
2022-12-02
393,052
519,155
0.755842
0.495235
0.473271
0.031494
ABG
2022-12-09
352,859
463,701
0.780163
0.460058
0.51663
0.023312
ABG
2022-12-16
591,356
929,714
0.731702
0.425498
0.551661
0.022841
ABG
2022-12-23
641,458
846,004
0.748011
0.446131
0.528274
0.025596
ABG
2022-12-30
514,704
650,171
0.802169
0.394829
0.584905
0.020267
ABG
2023-01-06
386,137
486,299
0.825522
0.406843
0.556209
0.036948
ABG
2023-01-13
355,731
480,239
0.753723
0.423442
0.517186
0.059372
ABG
2023-01-20
240,986
336,370
0.746527
0.380303
0.565087
0.054609
ABG
2023-01-27
547,023
814,890
0.644796
0.482385
0.469432
0.048183
ABG
2023-02-03
921,810
1,779,454
0.626558
0.436884
0.515898
0.047218
ABG
2023-02-10
519,835
818,744
0.668613
0.392023
0.563185
0.044792
ABG
2023-02-17
511,792
907,063
0.611296
0.424433
0.549483
0.026084
ABG
2023-02-24
481,284
669,691
0.67427
0.498036
0.454734
0.047231
ABG
2023-03-03
527,688
815,883
0.685979
0.42782
0.533136
0.039044
ABG
2023-03-10
594,476
833,827
0.695465
0.454549
0.5022
0.043251
ABG
2023-03-17
844,232
1,612,028
0.616735
0.417351
0.539007
0.043642
ABG
2023-03-24
448,543
701,803
0.630951
0.42354
0.539292
0.037168
ABG
2023-03-31
505,487
749,136
0.661465
0.417559
0.561357
0.021084
ABG
2023-04-07
344,619
547,859
0.664384
0.432194
0.5404
0.027406
ABG
2023-04-14
395,593
660,246
0.589837
0.418933
0.545201
0.035866
ABG
2023-04-21
461,030
659,545
0.721019
0.42953
0.528013
0.042457
ABG
2023-04-28
960,218
1,257,827
0.746872
0.438657
0.533961
0.027382
ABG
2023-05-05
667,383
947,757
0.742521
0.319636
0.6587
0.021665
ABG
2023-05-12
612,745
787,958
0.700243
0.290708
0.679841
0.02945
ABG
2023-05-19
614,340
746,332
0.808665
0.349244
0.623024
0.027733
ABG
2023-05-26
395,336
528,389
0.710433
0.391051
0.557298
0.051651
ABG
2023-06-02
526,746
673,431
0.786855
0.450218
0.511905
0.037877
ABG
2023-06-09
424,335
553,819
0.727554
0.406148
0.56931
0.024542
ABG
2023-06-16
642,118
1,288,609
0.751696
0.389827
0.587715
0.022458
ABG
2023-06-23
317,474
476,765
0.683885
0.320209
0.650545
0.029245
ABG
2023-06-30
248,750
404,123
0.57185
0.282745
0.684775
0.03248
ABG
2023-07-07
119,825
213,433
0.514599
0.011102
0.950845
0.038053
ABG
2023-07-14
236,728
396,477
0.661727
0.018103
0.944433
0.037464
ABG
2023-07-21
190,149
310,192
0.578558
0.015567
0.941592
0.042841
ABG
2023-07-28
217,017
364,156
0.635191
0.013659
0.944789
0.041551
ABG
2023-08-04
159,254
275,555
0.566601
0.011586
0.957988
0.030426
ABG
2023-08-11
128,987
209,102
0.577702
0.009788
0.953834
0.036378
ABG
2023-08-18
138,776
228,330
0.600433
0.026914
0.904491
0.068595
ABG
2023-08-25
130,955
223,067
0.625849
0.039259
0.911155
0.049586
ABG
2023-09-01
134,454
206,998
0.709804
0.021941
0.934701
0.043358
ABG
2023-09-08
131,374
181,912
0.655384
0.011607
0.957484
0.03091
ABG
2023-09-15
315,680
738,162
0.675624
0.008732
0.947928
0.04334
ABG
2023-09-22
151,663
268,377
0.479493
0.016715
0.960105
0.02318
ABG
2023-09-29
169,882
313,896
0.611983
0.017881
0.93432
0.047799
ABG
2023-10-06
140,486
268,201
0.602029
0.013553
0.970928
0.015518
ABG
2023-10-13
138,422
227,195
0.542205
0.017154
0.947994
0.034852
ABG
2023-10-20
139,651
260,824
0.580149
0.010682
0.960504
0.028814
ABG
2023-10-27
261,658
451,245
0.533795
0.009156
0.981853
0.008991
ABG
2023-11-03
218,926
353,423
0.609894
0.00671
0.959329
0.033962
ABG
2023-11-10
163,521
242,173
0.754705
0.008763
0.958855
0.032381
ABG
2023-11-17
178,594
255,276
0.684034
0.008193
0.931714
0.060093
ABG
2023-11-24
95,664
135,502
0.666338
0.009394
0.951876
0.03873
ABG
2023-12-01
187,094
309,218
0.793315
0.01189
0.937372
0.050738
ABG
2023-12-08
155,741
230,522
0.711549
0.01362
0.928461
0.057919
ABG
2023-12-15
243,924
445,951
0.733142
0.010734
0.948971
0.040295
ABG
2023-12-22
185,311
347,913
0.59791
0.007363
0.939982
0.052656
ABG
2023-12-29
114,716
225,209
0.587575
0.006839
0.935977
0.057184
ABG
2024-01-05
141,319
212,152
0.722241
0.011147
0.936082
0.052772
ABG
2024-01-12
157,380
246,259
0.770506
0.009137
0.919982
0.070882
ABG
2024-01-19
117,040
183,137
0.616887
0.002429
0.936139
0.061431
ABG
2024-01-26
181,752
301,343
0.59853
0.004762
0.947096
0.048142
ABG
2024-02-02
232,574
319,980
0.677036
0.006094
0.908948
0.084958
ABG
2024-02-09
262,353
392,858
0.687495
0.007878
0.919568
0.072554
ABG
2024-02-16
413,937
518,776
0.78902
0.004612
0.96194
0.033448
ABG
2024-02-23
118,670
177,663
0.652764
0.007461
0.93737
0.055169
ABG
2024-03-01
158,753
364,441
0.357575
0.015581
0.954955
0.029465
ABG
2024-03-08
215,250
315,126
0.654976
0.008038
0.963196
0.028766
ABG
2024-03-15
284,111
541,347
0.616109
0.007722
0.964938
0.02734
ABG
2024-03-22
156,775
271,775
0.586059
0.005711
0.928052
0.066237
ABG
2024-03-29
140,990
234,822
0.714203
0.006899
0.943363
0.049738
ABG
2024-04-05
172,968
273,668
0.661383
0.006003
0.947086
0.046911
ABG
2024-04-12
203,261
279,831
0.708849
0.008691
0.945297
0.046012
ABG
2024-04-19
225,547
322,386
0.66433
0.011642
0.95669
0.031668
ABG
2024-04-26
243,908
394,969
0.628222
0.022377
0.909946
0.067677
ABG
2024-05-03
180,407
322,339
0.52128
0.005386
0.948542
0.046072
ABG
2024-05-10
197,420
279,201
0.751042
0.013681
0.954517
0.031802
ABG
2024-05-17
233,627
329,213
0.76088
0.012047
0.932424
0.055529
ABG
2024-05-24
191,942
246,859
0.752561
0.019197
0.922806
0.057997