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
2021-01-15
187,484
271,832
0.699763
0.647789
0.308957
0.043254
AAON
2021-01-22
131,387
237,561
0.602476
0.662787
0.274335
0.062878
AAON
2021-01-29
475,079
630,320
0.702627
0.637942
0.300765
0.061292
AAON
2021-02-05
197,904
306,191
0.65498
0.699092
0.258934
0.041973
AAON
2021-02-12
223,974
431,636
0.680694
0.666712
0.293242
0.040046
AAON
2021-02-19
155,564
303,347
0.547472
0.537685
0.3952
0.067115
AAON
2021-02-26
246,147
338,549
0.745055
0.722911
0.189476
0.087613
AAON
2021-03-05
233,994
430,371
0.618705
0.588497
0.360532
0.05097
AAON
2021-03-12
197,937
445,262
0.523947
0.606486
0.334159
0.059354
AAON
2021-03-19
248,683
346,257
0.69344
0.623906
0.330227
0.045866
AAON
2021-03-26
162,230
265,778
0.615002
0.641934
0.27744
0.080626
AAON
2021-04-02
129,260
233,428
0.562532
0.644665
0.285564
0.069771
AAON
2021-04-09
123,355
241,359
0.600453
0.679997
0.260095
0.059908
AAON
2021-04-16
100,516
207,426
0.490801
0.692649
0.2411
0.066251
AAON
2021-04-23
78,072
157,940
0.528054
0.713319
0.205293
0.081388
AAON
2021-04-30
112,478
229,988
0.509605
0.711847
0.239656
0.048497
AAON
2021-05-07
166,750
292,307
0.617997
0.62322
0.22723
0.14955
AAON
2021-05-14
187,457
320,646
0.649771
0.575978
0.235148
0.188874
AAON
2021-05-21
155,706
268,304
0.637986
0.731638
0.207109
0.061253
AAON
2021-05-28
170,324
307,152
0.617339
0.66231
0.272654
0.065036
AAON
2021-06-04
103,303
230,052
0.609052
0.698582
0.24426
0.057158
AAON
2021-06-11
124,632
208,002
0.607664
0.700014
0.221259
0.078727
AAON
2021-06-18
165,895
297,926
0.613941
0.588638
0.325636
0.085726
AAON
2021-06-25
158,536
372,454
0.492282
0.681874
0.244499
0.073627
AAON
2021-07-02
199,120
756,237
0.444794
0.69552
0.209392
0.095088
AAON
2021-07-09
94,720
188,711
0.504513
0.710959
0.225308
0.063733
AAON
2021-07-16
106,061
192,369
0.581728
0.64419
0.258544
0.097265
AAON
2021-07-23
108,212
232,026
0.545817
0.628424
0.289092
0.082483
AAON
2021-07-30
91,657
316,862
0.499201
0.631185
0.279113
0.089702
AAON
2021-08-06
174,148
304,970
0.640458
0.65524
0.271389
0.073371
AAON
2021-08-13
207,759
353,651
0.643433
0.681386
0.240282
0.078332
AAON
2021-08-20
101,713
167,877
0.692165
0.66303
0.262473
0.074497
AAON
2021-08-27
121,653
215,749
0.636704
0.647459
0.272156
0.080385
AAON
2021-09-03
102,497
232,936
0.622681
0.674571
0.248649
0.07678
AAON
2021-09-10
148,162
367,786
0.653646
0.593931
0.289834
0.116235
AAON
2021-09-17
178,457
457,871
0.597393
0.645005
0.259503
0.095492
AAON
2021-09-24
103,465
227,868
0.53785
0.650085
0.255325
0.09459
AAON
2021-10-01
100,677
182,297
0.494445
0.704138
0.23287
0.062992
AAON
2021-10-08
98,281
205,453
0.55116
0.701317
0.247043
0.05164
AAON
2021-10-15
81,622
159,431
0.571646
0.625101
0.294573
0.080327
AAON
2021-10-22
78,622
131,196
0.5858
0.580991
0.343795
0.075214
AAON
2021-10-29
97,305
169,475
0.554351
0.577884
0.28191
0.140206
AAON
2021-11-05
160,736
247,773
0.594357
0.691592
0.243813
0.064596
AAON
2021-11-12
135,882
225,150
0.570049
0.744143
0.201711
0.054145
AAON
2021-11-19
178,466
334,413
0.569481
0.726269
0.205315
0.068417
AAON
2021-11-26
305,506
572,067
0.603522
0.790896
0.154818
0.054287
AAON
2021-12-03
337,149
482,905
0.697428
0.727285
0.229296
0.043418
AAON
2021-12-10
268,675
400,911
0.664613
0.678176
0.29155
0.030274
AAON
2021-12-17
212,935
299,072
0.670042
0.62226
0.317115
0.060625
AAON
2021-12-24
127,084
205,562
0.63176
0.614283
0.273037
0.11268
AAON
2021-12-31
108,526
170,170
0.700898
0.5835
0.347572
0.068928
AAON
2022-01-07
157,599
209,938
0.786081
0.62171
0.329549
0.048742
AAON
2022-01-14
199,955
438,022
0.757915
0.604133
0.333677
0.06219
AAON
2022-01-21
142,641
228,438
0.651227
0.639237
0.30806
0.052703
AAON
2022-01-28
216,290
422,844
0.679398
0.62834
0.337424
0.034236
AAON
2022-02-04
191,317
273,321
0.74389
0.747562
0.213466
0.038971
AAON
2022-02-11
379,246
612,733
0.643562
0.692738
0.236969
0.070292
AAON
2022-02-18
206,857
379,952
0.628124
0.665959
0.276855
0.057187
AAON
2022-02-25
196,809
263,680
0.741876
0.809565
0.159506
0.030928
AAON
2022-03-04
345,002
443,685
0.817384
0.700859
0.268304
0.030837
AAON
2022-03-11
224,680
308,477
0.738895
0.738394
0.229246
0.03236
AAON
2022-03-18
256,635
504,472
0.735476
0.671452
0.282418
0.04613
AAON
2022-03-25
189,947
274,443
0.73906
0.711287
0.247989
0.040724
AAON
2022-04-01
241,435
371,886
0.693753
0.708439
0.251507
0.040054
AAON
2022-04-08
168,146
311,225
0.68168
0.666717
0.278874
0.054409
AAON
2022-04-15
219,270
311,328
0.751195
0.730851
0.217468
0.051681
AAON
2022-04-22
302,730
434,565
0.740651
0.699601
0.266577
0.033822
AAON
2022-04-29
282,298
435,591
0.691898
0.670044
0.289248
0.040708
AAON
2022-05-06
266,983
490,707
0.696963
0.649957
0.306315
0.043728
AAON
2022-05-13
434,515
811,165
0.662744
0.700325
0.245287
0.054388
AAON
2022-05-20
249,566
398,256
0.66324
0.655528
0.298339
0.046133
AAON
2022-05-27
172,263
371,692
0.603199
0.600954
0.24948
0.149566
AAON
2022-06-03
159,136
285,579
0.673227
0.70919
0.223071
0.067739
AAON
2022-06-10
186,825
299,934
0.686902
0.664797
0.237473
0.09773
AAON
2022-06-17
360,466
521,808
0.734199
0.716072
0.191501
0.092427
AAON
2022-06-24
130,505
316,391
0.507456
0.647005
0.277571
0.075424
AAON
2022-07-01
199,787
319,502
0.729211
0.670189
0.261445
0.068366
AAON
2022-07-08
161,202
303,665
0.734028
0.642279
0.271678
0.086043
AAON
2022-07-15
153,840
321,055
0.534779
0.684309
0.256876
0.058815
AAON
2022-07-22
155,660
233,749
0.70268
0.638526
0.233782
0.127692
AAON
2022-07-29
113,093
212,745
0.525272
0.715601
0.208609
0.07579
AAON
2022-08-05
197,030
265,828
0.777606
0.714394
0.217882
0.067723
AAON
2022-08-12
291,315
582,443
0.697128
0.706506
0.220474
0.073021
AAON
2022-08-19
104,947
206,275
0.654827
0.584116
0.307714
0.10817
AAON
2022-08-26
102,504
169,404
0.712007
0.664688
0.254872
0.08044
AAON
2022-09-02
115,737
197,570
0.669331
0.62657
0.295951
0.077479
AAON
2022-09-09
156,252
273,674
0.676664
0.56012
0.338206
0.101674
AAON
2022-09-16
222,384
293,415
0.783406
0.63837
0.25228
0.10935
AAON
2022-09-23
133,116
233,515
0.674026
0.64049
0.228566
0.130944
AAON
2022-09-30
204,931
421,392
0.615752
0.551296
0.298346
0.150359
AAON
2022-10-07
144,344
274,231
0.605305
0.544566
0.308635
0.1468
AAON
2022-10-14
157,864
252,452
0.665093
0.564601
0.273227
0.162171
AAON
2022-10-21
161,216
292,107
0.727036
0.528899
0.398721
0.07238
AAON
2022-10-28
181,399
302,544
0.662807
0.704967
0.239392
0.055641
AAON
2022-11-04
116,697
207,574
0.573181
0.629024
0.318608
0.052369
AAON
2022-11-11
293,044
956,351
0.448847
0.622734
0.347965
0.029301
AAON
2022-11-18
192,671
473,126
0.512333
0.643977
0.335181
0.020842
AAON
2022-11-25
86,679
192,210
0.56547
0.702637
0.232587
0.064776
AAON
2022-12-02
184,734
554,408
0.527285
0.660601
0.284749
0.054651
AAON
2022-12-09
200,706
303,004
0.655945
0.688479
0.265919
0.045601