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
AAON
2019-02-15
163,041
301,585
0.670971
0.549483
0.297654
0.152863
AAON
2019-02-22
170,078
229,748
0.797747
0.567496
0.256857
0.175647
AAON
2019-03-01
313,652
412,846
0.789143
0.598267
0.22456
0.177173
AAON
2019-03-08
283,585
361,329
0.809516
0.615437
0.2692
0.115363
AAON
2019-03-15
166,719
230,649
0.729887
0.592241
0.237525
0.170234
AAON
2019-03-22
241,356
319,222
0.788451
0.525133
0.345189
0.129678
AAON
2019-03-29
227,453
327,042
0.742623
0.551024
0.359231
0.089745
AAON
2019-04-05
146,815
252,347
0.696901
0.547355
0.264645
0.188
AAON
2019-04-12
169,911
305,473
0.661054
0.58967
0.270746
0.139584
AAON
2019-04-19
162,347
257,584
0.664378
0.542613
0.256096
0.201291
AAON
2019-04-26
196,540
288,303
0.713471
0.653205
0.205101
0.141694
AAON
2019-05-03
210,636
288,655
0.777145
0.700381
0.214353
0.085266
AAON
2019-05-10
285,906
462,673
0.589326
0.619464
0.26281
0.117726
AAON
2019-05-17
198,758
364,937
0.576626
0.636493
0.293432
0.070075
AAON
2019-05-24
191,410
256,920
0.783562
0.6822
0.250026
0.067775
AAON
2019-05-31
243,875
336,741
0.79548
0.764309
0.18591
0.049781
AAON
2019-06-07
178,015
244,507
0.810349
0.623505
0.270101
0.106394
AAON
2019-06-14
111,101
199,703
0.582127
0.739971
0.178262
0.081768
AAON
2019-06-21
149,340
226,442
0.637257
0.806932
0.138291
0.054777
AAON
2019-06-28
209,464
300,870
0.710541
0.721849
0.202378
0.075773
AAON
2019-07-05
150,320
208,432
0.733421
0.63605
0.23043
0.13352
AAON
2019-07-12
194,135
266,287
0.678139
0.743422
0.194224
0.062355
AAON
2019-07-19
237,430
308,025
0.743573
0.807376
0.158158
0.034466
AAON
2019-07-26
158,786
212,809
0.724921
0.68708
0.256512
0.056408
AAON
2019-08-02
385,034
488,293
0.749547
0.662872
0.280936
0.056192
AAON
2019-08-09
198,090
286,440
0.761932
0.645184
0.263516
0.0913
AAON
2019-08-16
152,575
215,496
0.77801
0.710208
0.239332
0.05046
AAON
2019-08-23
191,102
266,123
0.777734
0.662538
0.268025
0.069436
AAON
2019-08-30
146,273
184,621
0.814715
0.669443
0.266388
0.064169
AAON
2019-09-06
147,764
203,617
0.730648
0.66708
0.213941
0.118978
AAON
2019-09-13
320,762
440,208
0.756017
0.668591
0.24425
0.087159
AAON
2019-09-20
211,285
288,513
0.798038
0.690346
0.255332
0.054322
AAON
2019-09-27
309,780
388,170
0.779962
0.706187
0.258207
0.035606
AAON
2019-10-04
341,241
421,780
0.777752
0.673227
0.236368
0.090405
AAON
2019-10-11
229,945
309,403
0.782839
0.670631
0.278666
0.050703
AAON
2019-10-18
350,945
424,593
0.775087
0.732401
0.156329
0.111269
AAON
2019-10-25
230,404
294,610
0.785716
0.686481
0.216829
0.09669
AAON
2019-11-01
442,371
518,827
0.836588
0.74406
0.173412
0.082528
AAON
2019-11-08
233,271
286,748
0.770122
0.66741
0.252234
0.080355
AAON
2019-11-15
166,968
230,155
0.73578
0.536894
0.375966
0.08714
AAON
2019-11-22
347,909
478,973
0.724956
0.788259
0.184167
0.027574
AAON
2019-11-29
119,838
286,331
0.701643
0.587304
0.284482
0.128213
AAON
2019-12-06
196,323
338,919
0.692704
0.586659
0.265955
0.147386
AAON
2019-12-13
182,190
389,143
0.553538
0.62916
0.219526
0.151314
AAON
2019-12-20
264,161
428,590
0.702551
0.657003
0.207791
0.135206
AAON
2019-12-27
73,247
102,396
0.713166
0.714504
0.165483
0.120013
AAON
2020-01-03
159,550
229,131
0.70703
0.54519
0.35175
0.10306
AAON
2020-01-10
177,780
216,884
0.819686
0.5905
0.292628
0.116871
AAON
2020-01-17
209,687
295,248
0.745955
0.580298
0.20205
0.217652
AAON
2020-01-24
164,396
210,397
0.781963
0.652728
0.236251
0.111021
AAON
2020-01-31
191,206
259,620
0.785557
0.55847
0.239525
0.202005
AAON
2020-02-07
145,543
359,257
0.563515
0.515208
0.392408
0.092383
AAON
2020-02-14
169,587
258,001
0.687259
0.618183
0.279954
0.101862
AAON
2020-02-21
124,328
208,039
0.722374
0.609966
0.297924
0.09211
AAON
2020-02-28
681,345
854,840
0.817715
0.614877
0.298073
0.087049
AAON
2020-03-06
459,252
576,486
0.772882
0.523236
0.352617
0.124146
AAON
2020-03-13
887,971
2,272,632
0.490604
0.57286
0.330448
0.096692
AAON
2020-03-20
785,225
1,600,912
0.544916
0.557585
0.394995
0.04742
AAON
2020-03-27
346,330
733,693
0.523899
0.482721
0.436483
0.080796
AAON
2020-04-03
402,950
725,277
0.574604
0.486475
0.433177
0.080348
AAON
2020-04-10
253,794
549,343
0.538212
0.53297
0.383126
0.083904
AAON
2020-04-17
405,273
631,899
0.633768
0.48366
0.414468
0.101872
AAON
2020-04-24
366,870
541,762
0.697691
0.57832
0.325897
0.095783
AAON
2020-05-01
476,034
817,979
0.545969
0.571814
0.325095
0.10309
AAON
2020-05-08
439,681
791,982
0.561565
0.551108
0.362355
0.086537
AAON
2020-05-15
381,125
651,272
0.632339
0.423337
0.400742
0.175921
AAON
2020-05-22
258,392
415,617
0.667173
0.449789
0.443213
0.106999
AAON
2020-05-29
268,571
444,772
0.628717
0.486837
0.430488
0.082675
AAON
2020-06-05
411,625
620,427
0.592758
0.536983
0.384099
0.078918
AAON
2020-06-12
457,304
680,154
0.630298
0.46842
0.336649
0.194931
AAON
2020-06-19
177,941
313,355
0.567709
0.544591
0.371724
0.083685
AAON
2020-06-26
214,347
334,342
0.595393
0.554827
0.373916
0.071257
AAON
2020-07-03
211,674
300,082
0.722559
0.549147
0.366308
0.084545
AAON
2020-07-10
370,747
509,596
0.735365
0.57135
0.338663
0.089987
AAON
2020-07-17
391,800
536,661
0.726713
0.597574
0.307629
0.094797
AAON
2020-07-24
242,659
378,426
0.681799
0.51873
0.349082
0.132189
AAON
2020-07-31
277,588
455,885
0.64489
0.570561
0.331916
0.097522
AAON
2020-08-07
383,965
613,232
0.664602
0.523125
0.37587
0.101006
AAON
2020-08-14
246,681
431,552
0.579171
0.558023
0.341945
0.100032
AAON
2020-08-21
232,242
393,603
0.540207
0.604055
0.25037
0.145576
AAON
2020-08-28
247,438
344,843
0.744692
0.541954
0.280835
0.177211
AAON
2020-09-04
331,818
438,913
0.723332
0.607619
0.288118
0.104263
AAON
2020-09-11
235,837
343,007
0.68438
0.64823
0.279085
0.072686
AAON
2020-09-18
306,410
428,761
0.74227
0.679928
0.246085
0.073987
AAON
2020-09-25
248,718
340,551
0.684313
0.562465
0.352458
0.085077
AAON
2020-10-02
250,256
378,977
0.646561
0.603704
0.315038
0.081258
AAON
2020-10-09
212,611
356,219
0.601543
0.522827
0.400434
0.076739
AAON
2020-10-16
193,733
309,922
0.659498
0.570177
0.361223
0.0686
AAON
2020-10-23
100,834
210,978
0.484269
0.559415
0.362983
0.077602
AAON
2020-10-30
185,336
369,151
0.567589
0.639113
0.30387
0.057017
AAON
2020-11-06
290,515
445,176
0.66692
0.621073
0.260667
0.11826
AAON
2020-11-13
511,021
718,593
0.609709
0.644101
0.220266
0.135633
AAON
2020-11-20
244,957
375,757
0.676474
0.637261
0.305513
0.057226
AAON
2020-11-27
126,863
198,247
0.602793
0.635161
0.313088
0.05175
AAON
2020-12-04
244,547
407,574
0.655483
0.591926
0.349822
0.058252
AAON
2020-12-11
149,239
322,614
0.506255
0.666074
0.286785
0.047141
AAON
2020-12-18
176,128
294,814
0.574066
0.591781
0.319043
0.089176
AAON
2020-12-25
127,428
171,860
0.783654
0.615748
0.314041
0.070211
AAON
2021-01-01
209,995
347,989
0.582604
0.63373
0.316445
0.049825
AAON
2021-01-08
388,567
590,775
0.6898
0.670512
0.29484
0.034647