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
ACRE
2013-12-27
242,900
824,462
0.325043
0.616514
0.377297
0.006189
ACRE
2014-01-03
172,258
546,041
0.403663
0.396252
0.583447
0.020301
ACRE
2014-01-10
300,781
855,957
0.385508
0.534332
0.441006
0.024661
ACRE
2014-01-17
309,655
690,783
0.416118
0.554817
0.423726
0.021457
ACRE
2014-01-24
251,750
811,897
0.294151
0.547137
0.432836
0.020027
ACRE
2014-01-31
418,792
1,119,076
0.376459
0.570315
0.403538
0.026147
ACRE
2014-02-07
510,940
1,277,239
0.480572
0.56719
0.411751
0.021059
ACRE
2014-02-14
649,946
1,259,740
0.443816
0.594018
0.387034
0.018948
ACRE
2014-02-21
256,818
747,173
0.383244
0.479848
0.491733
0.028419
ACRE
2014-02-28
269,645
967,537
0.378507
0.312511
0.627538
0.05995
ACRE
2014-03-07
409,681
1,019,102
0.42098
0.541637
0.418943
0.039421
ACRE
2014-03-14
215,594
469,257
0.427393
0.492626
0.487902
0.019472
ACRE
2014-03-21
434,265
1,066,648
0.38933
0.449816
0.526239
0.023945
ACRE
2014-03-28
391,520
912,480
0.486861
0.454356
0.51713
0.028514
ACRE
2014-04-04
328,388
819,811
0.44621
0.419527
0.551633
0.02884
ACRE
2014-04-11
327,284
809,948
0.39328
0.57589
0.399337
0.024773
ACRE
2014-04-18
218,968
636,336
0.506954
0.488421
0.479512
0.032067
ACRE
2014-04-25
240,077
561,926
0.475901
0.469879
0.492181
0.037941
ACRE
2014-05-02
369,922
925,112
0.382398
0.580819
0.403068
0.016113
ACRE
2014-05-09
397,015
1,007,572
0.402056
0.510489
0.415714
0.073797
ACRE
2014-05-16
367,477
963,268
0.370482
0.477015
0.456544
0.066442
ACRE
2014-05-23
264,207
674,271
0.37919
0.441338
0.534889
0.023773
ACRE
2014-05-30
211,414
622,651
0.321165
0.484866
0.486178
0.028956
ACRE
2014-06-06
272,746
1,106,089
0.347115
0.445127
0.529348
0.025525
ACRE
2014-06-13
216,658
754,335
0.291749
0.53002
0.456522
0.013458
ACRE
2014-06-20
225,607
636,907
0.369184
0.399341
0.570208
0.030451
ACRE
2014-06-27
597,603
1,273,404
0.406842
0.469552
0.508871
0.021577
ACRE
2014-07-04
295,357
640,731
0.395583
0.364464
0.600613
0.034923
ACRE
2014-07-11
165,992
440,294
0.382293
0.461647
0.514143
0.02421
ACRE
2014-07-18
300,671
707,927
0.434124
0.489621
0.441592
0.068788
ACRE
2014-07-25
173,269
369,849
0.484589
0.437118
0.539482
0.0234
ACRE
2014-08-01
345,663
946,079
0.427301
0.52598
0.438839
0.035181
ACRE
2014-08-08
140,041
352,058
0.436079
0.510278
0.469319
0.020403
ACRE
2014-08-15
241,509
537,853
0.455896
0.376243
0.549288
0.074469
ACRE
2014-08-22
158,362
448,422
0.446575
0.382267
0.472745
0.144988
ACRE
2014-08-29
237,051
668,279
0.400044
0.409427
0.528524
0.062048
ACRE
2014-09-05
189,992
439,599
0.516998
0.347152
0.627749
0.025099
ACRE
2014-09-12
275,792
606,098
0.462761
0.367656
0.570426
0.061918
ACRE
2014-09-19
315,358
668,140
0.514255
0.386173
0.594304
0.019523
ACRE
2014-09-26
297,967
574,003
0.534935
0.445473
0.535685
0.018843
ACRE
2014-10-03
366,184
862,634
0.47494
0.404432
0.544435
0.051134
ACRE
2014-10-10
149,707
558,684
0.318252
0.402502
0.562804
0.034694
ACRE
2014-10-17
184,419
595,171
0.34433
0.409863
0.546535
0.043602
ACRE
2014-10-24
202,295
484,363
0.338959
0.381126
0.596844
0.02203
ACRE
2014-10-31
189,589
583,716
0.272297
0.348912
0.598462
0.052626
ACRE
2014-11-07
83,953
515,584
0.215169
0.400165
0.559189
0.040646
ACRE
2014-11-14
280,843
709,562
0.380368
0.364197
0.589148
0.046655
ACRE
2014-11-21
168,047
354,773
0.429256
0.383277
0.589587
0.027136
ACRE
2014-11-28
93,076
269,516
0.455606
0.383098
0.574952
0.041949
ACRE
2014-12-05
226,803
569,574
0.553728
0.537698
0.423656
0.038647
ACRE
2014-12-12
240,538
737,595
0.347
0.442501
0.522844
0.034655
ACRE
2014-12-19
253,922
795,895
0.321367
0.35738
0.617667
0.024954
ACRE
2014-12-26
107,417
461,925
0.272136
0.291051
0.573564
0.135385
ACRE
2015-01-02
104,903
474,177
0.284455
0.214084
0.748396
0.03752
ACRE
2015-01-09
190,060
457,392
0.429332
0.482038
0.466746
0.051217
ACRE
2015-01-16
306,473
588,349
0.531331
0.378619
0.567339
0.054041
ACRE
2015-01-23
123,351
266,594
0.498636
0.443068
0.529412
0.027519
ACRE
2015-01-30
229,395
408,462
0.511828
0.406766
0.538327
0.054908
ACRE
2015-02-06
265,913
555,234
0.441959
0.377055
0.587797
0.035148
ACRE
2015-02-13
112,076
311,564
0.395053
0.323993
0.648045
0.027962
ACRE
2015-02-20
97,957
261,421
0.435867
0.489162
0.473252
0.037586
ACRE
2015-02-27
136,706
411,991
0.391622
0.380955
0.581661
0.037385
ACRE
2015-03-06
256,310
580,966
0.450605
0.388755
0.505023
0.106222
ACRE
2015-03-13
486,511
750,956
0.679569
0.5308
0.394488
0.074712
ACRE
2015-03-20
421,377
848,397
0.494338
0.45273
0.534943
0.012326
ACRE
2015-03-27
465,830
1,226,849
0.397085
0.50321
0.486815
0.009976
ACRE
2015-04-03
376,831
1,102,923
0.394141
0.382418
0.602231
0.015351
ACRE
2015-04-10
294,620
601,407
0.482808
0.472496
0.513061
0.014442
ACRE
2015-04-17
198,691
462,512
0.385546
0.382999
0.595661
0.02134
ACRE
2015-04-24
169,420
615,810
0.398962
0.41408
0.548265
0.037655
ACRE
2015-05-01
161,927
353,927
0.432448
0.413441
0.531701
0.054859
ACRE
2015-05-08
247,687
567,359
0.433303
0.463125
0.516115
0.020761
ACRE
2015-05-15
199,068
729,669
0.403474
0.491219
0.474094
0.034687
ACRE
2015-05-22
188,960
559,339
0.411795
0.540059
0.434239
0.025702
ACRE
2015-05-29
134,937
255,251
0.561087
0.435449
0.546693
0.017858
ACRE
2015-06-05
119,567
484,460
0.332378
0.286037
0.685354
0.028609
ACRE
2015-06-12
126,669
269,551
0.489387
0.441951
0.516746
0.041303
ACRE
2015-06-19
277,277
527,474
0.487309
0.467701
0.505675
0.026624
ACRE
2015-06-26
310,227
885,414
0.396369
0.494518
0.470843
0.034639
ACRE
2015-07-03
204,696
425,685
0.502815
0.416708
0.55006
0.033232
ACRE
2015-07-10
233,127
1,049,192
0.24507
0.363478
0.595407
0.041115
ACRE
2015-07-17
192,418
517,607
0.347333
0.481531
0.469965
0.048504
ACRE
2015-07-24
219,824
802,531
0.327946
0.500877
0.430094
0.06903
ACRE
2015-07-31
290,555
1,356,158
0.300237
0.435079
0.5239
0.041021
ACRE
2015-08-07
419,010
1,478,325
0.310988
0.445005
0.508377
0.046618
ACRE
2015-08-14
297,178
985,075
0.345877
0.493099
0.455307
0.051594
ACRE
2015-08-21
510,741
1,419,392
0.389925
0.408567
0.487566
0.103867
ACRE
2015-08-28
586,112
1,454,730
0.411369
0.432266
0.481606
0.086128
ACRE
2015-09-04
419,972
1,221,788
0.402951
0.472297
0.436429
0.091274
ACRE
2015-09-11
229,650
640,792
0.321792
0.492114
0.46059
0.047296
ACRE
2015-09-18
296,293
660,471
0.365738
0.298991
0.630721
0.070288
ACRE
2015-09-25
239,294
524,608
0.448255
0.477264
0.498788
0.023948
ACRE
2015-10-02
333,989
724,881
0.452536
0.440361
0.52172
0.037919
ACRE
2015-10-09
167,797
448,311
0.394128
0.384144
0.579152
0.036703
ACRE
2015-10-16
228,393
533,398
0.426188
0.449191
0.50626
0.044549
ACRE
2015-10-23
196,101
397,308
0.456963
0.471121
0.505137
0.023742
ACRE
2015-10-30
218,132
445,721
0.497045
0.459051
0.515045
0.025904
ACRE
2015-11-06
302,114
609,369
0.503503
0.441281
0.487515
0.071205
ACRE
2015-11-13
242,473
547,408
0.509825
0.444185
0.495629
0.060186
ACRE
2015-11-20
166,529
391,453
0.502471
0.500107
0.473563
0.02633