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
ACEL
2023-01-13
261,297
625,673
0.515449
0.287758
0.673905
0.038337
ACEL
2023-01-20
194,159
475,349
0.444853
0.262605
0.698469
0.038926
ACEL
2023-01-27
154,856
539,401
0.313059
0.334205
0.612559
0.053236
ACEL
2023-02-03
449,452
754,218
0.511874
0.297977
0.676908
0.025115
ACEL
2023-02-10
292,296
565,788
0.540604
0.285449
0.692136
0.022415
ACEL
2023-02-17
380,177
802,915
0.559655
0.215893
0.763937
0.02017
ACEL
2023-02-24
262,450
375,825
0.73756
0.300585
0.676602
0.022812
ACEL
2023-03-03
320,846
507,937
0.70524
0.310026
0.666872
0.023102
ACEL
2023-03-10
350,184
586,545
0.66829
0.252711
0.720167
0.027122
ACEL
2023-03-17
606,471
1,455,195
0.580973
0.27867
0.694964
0.026366
ACEL
2023-03-24
331,814
863,381
0.373651
0.293492
0.678235
0.028273
ACEL
2023-03-31
371,299
889,641
0.4955
0.291189
0.66552
0.043291
ACEL
2023-04-07
386,217
796,863
0.539265
0.26115
0.717411
0.021439
ACEL
2023-04-14
349,854
744,522
0.526066
0.267764
0.699587
0.032649
ACEL
2023-04-21
400,657
835,597
0.423516
0.28469
0.69956
0.01575
ACEL
2023-04-28
384,459
802,346
0.482991
0.289383
0.66497
0.045647
ACEL
2023-05-05
569,293
1,204,313
0.505877
0.309131
0.666583
0.024286
ACEL
2023-05-12
391,263
836,495
0.500832
0.349225
0.635762
0.015013
ACEL
2023-05-19
465,807
827,006
0.627516
0.306256
0.663296
0.030448
ACEL
2023-05-26
363,086
693,956
0.574314
0.25685
0.714556
0.028594
ACEL
2023-06-02
607,317
1,259,697
0.589167
0.223715
0.758027
0.018258
ACEL
2023-06-09
455,109
994,295
0.532941
0.231781
0.767716
0.000503
ACEL
2023-06-16
645,060
1,213,360
0.63988
0.321028
0.678246
0.000727
ACEL
2023-06-23
747,103
1,433,623
0.690659
0.391456
0.60818
0.000363
ACEL
2023-06-30
366,039
695,667
0.532124
0.199638
0.800344
0.000018
ACEL
2023-07-07
191,051
317,869
0.711911
0.010798
0.987783
0.001419
ACEL
2023-07-14
283,734
552,374
0.567732
0.006603
0.993185
0.000212
ACEL
2023-07-21
299,079
543,118
0.570645
0.010433
0.989156
0.00041
ACEL
2023-07-28
294,720
483,699
0.731491
0.006675
0.992299
0.001026
ACEL
2023-08-04
459,030
727,069
0.699965
0.007536
0.991585
0.000879
ACEL
2023-08-11
295,676
591,498
0.485967
0.002729
0.997188
0.000083
ACEL
2023-08-18
169,140
456,262
0.363707
0.004517
0.995265
0.000217
ACEL
2023-08-25
245,983
534,351
0.493449
0.017469
0.980874
0.001657
ACEL
2023-09-01
924,375
1,703,414
0.651451
0.011674
0.98763
0.000696
ACEL
2023-09-08
270,065
490,619
0.633914
0.010768
0.98674
0.002492
ACEL
2023-09-15
559,413
983,868
0.5185
0.005155
0.993904
0.000941
ACEL
2023-09-22
254,229
740,999
0.508445
0.014656
0.983149
0.002195
ACEL
2023-09-29
289,105
635,269
0.501305
0.007307
0.991262
0.001431
ACEL
2023-10-06
334,819
568,944
0.59952
0.005888
0.993881
0.000231
ACEL
2023-10-13
261,721
526,506
0.610858
0.010965
0.987617
0.001418
ACEL
2023-10-20
401,042
656,916
0.551542
0.012493
0.987507
0
ACEL
2023-10-27
300,534
482,983
0.745323
0.00924
0.98846
0.0023
ACEL
2023-11-03
291,772
502,793
0.627416
0.007513
0.991839
0.000647
ACEL
2023-11-10
348,386
616,541
0.615154
0.017928
0.976781
0.00529
ACEL
2023-11-17
260,427
568,459
0.499963
0.008445
0.991233
0.000322
ACEL
2023-11-24
266,220
574,614
0.513152
0.032016
0.967142
0.000842
ACEL
2023-12-01
427,879
1,291,137
0.508268
0.03652
0.963199
0.000282
ACEL
2023-12-08
275,625
547,543
0.540198
0.018117
0.980015
0.001869
ACEL
2023-12-15
523,938
960,552
0.614693
0.004833
0.9942
0.000967
ACEL
2023-12-22
225,775
516,989
0.457
0.013026
0.986343
0.000631
ACEL
2023-12-29
140,921
348,904
0.416933
0.011756
0.987831
0.000414
ACEL
2024-01-05
209,437
495,521
0.425224
0.024315
0.975685
0
ACEL
2024-01-12
325,070
640,942
0.591355
0.00422
0.994165
0.001615
ACEL
2024-01-19
177,290
396,812
0.554265
0.023479
0.976153
0.000368
ACEL
2024-01-26
246,011
481,470
0.657312
0.008773
0.988619
0.002608
ACEL
2024-02-02
349,294
598,273
0.653118
0.009854
0.988119
0.002027
ACEL
2024-02-09
230,363
429,064
0.573758
0.013783
0.983808
0.002409
ACEL
2024-02-16
318,276
511,436
0.674046
0.007739
0.991424
0.000837
ACEL
2024-02-23
209,817
323,017
0.592683
0.005455
0.993923
0.000622
ACEL
2024-03-01
460,247
923,124
0.550412
0.007136
0.991369
0.001495
ACEL
2024-03-08
259,899
501,809
0.521548
0.002936
0.997047
0.000018
ACEL
2024-03-15
377,282
859,871
0.465947
0.006519
0.991193
0.002288
ACEL
2024-03-22
276,808
590,272
0.434092
0.001768
0.995389
0.002843
ACEL
2024-03-29
178,237
334,792
0.574749
0.00206
0.995471
0.002469
ACEL
2024-04-05
240,715
503,678
0.520707
0.001991
0.996907
0.001103
ACEL
2024-04-12
241,381
466,623
0.472392
0.009309
0.986393
0.004299
ACEL
2024-04-19
284,326
498,687
0.586887
0.00616
0.991738
0.002102
ACEL
2024-04-26
222,045
440,450
0.461856
0.002692
0.98705
0.010259
ACEL
2024-05-03
349,340
676,929
0.545768
0.0091
0.987001
0.003899
ACEL
2024-05-10
478,088
1,109,982
0.430868
0.003204
0.989569
0.007228
ACEL
2024-05-17
527,353
922,450
0.523887
0.006943
0.98886
0.004197
ACEL
2024-05-24
433,890
659,745
0.728038
0.002642
0.99344
0.003918
ACEL
2024-05-31
392,566
663,720
0.611304
0.005382
0.990843
0.003775
ACEL
2024-06-07
415,676
540,739
0.695341
0.005717
0.992237
0.002046
ACEL
2024-06-14
371,487
578,632
0.614796
0.004736
0.988412
0.006852
ACEL
2024-06-21
343,209
538,674
0.617182
0.007003
0.98779
0.005207
ACEL
2024-06-28
294,431
540,881
0.590234
0.010985
0.98057
0.008446
ACEL
2024-07-05
198,700
336,261
0.59258
0.004067
0.989239
0.006694
ACEL
2024-07-12
254,279
374,947
0.55415
0.009833
0.982471
0.007696
ACEL
2024-07-19
363,047
551,768
0.629046
0.001532
0.992718
0.00575
ACEL
2024-07-26
279,053
446,325
0.548566
0.006273
0.992622
0.001105
ACEL
2024-08-02
505,108
920,716
0.517095
0.004006
0.989183
0.006811
ACEL
2024-08-09
246,161
463,255
0.393226
0.001744
0.996967
0.001289
ACEL
2024-08-16
153,693
331,410
0.403723
0.00156
0.986089
0.012351
ACEL
2024-08-23
136,066
269,901
0.515444
0.011489
0.984599
0.003912
ACEL
2024-08-30
177,039
607,122
0.463703
0.029856
0.967159
0.002985
ACEL
2024-09-06
479,495
993,754
0.58832
0.004872
0.992018
0.00311
ACEL
2024-09-13
290,866
443,363
0.742028
0.011545
0.979405
0.00905
ACEL
2024-09-20
349,128
731,684
0.588583
0.00786
0.985894
0.006246
ACEL
2024-09-27
170,359
303,119
0.657577
0.010881
0.97485
0.014269
ACEL
2024-10-04
211,552
320,035
0.681559
0.002093
0.991764
0.006144
ACEL
2024-10-11
144,150
251,234
0.61288
0.005767
0.986752
0.007481
ACEL
2024-10-18
132,147
293,866
0.441869
0.004817
0.995183
0
ACEL
2024-10-25
142,443
302,655
0.478244
0.012022
0.987978
0
ACEL
2024-11-01
186,317
349,120
0.468073
0.014394
0.985606
0
ACEL
2024-11-08
248,674
804,908
0.413448
0.025544
0.972924
0.001532
ACEL
2024-11-15
125,217
392,314
0.238007
0.019621
0.980379
0
ACEL
2024-11-22
98,799
275,634
0.314439
0.004151
0.995849
0
ACEL
2024-11-29
68,520
571,517
0.255507
0.004668
0.995332
0
ACEL
2024-12-06
280,566
873,972
0.397356
0.005245
0.993512
0.001243