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
2022-12-16
204,163
368,940
0.6152
0.625471
0.333378
0.041151
AAON
2022-12-23
134,996
343,199
0.506002
0.675925
0.285182
0.038893
AAON
2022-12-30
94,747
198,613
0.539789
0.669554
0.282855
0.04759
AAON
2023-01-06
156,242
358,154
0.460193
0.711931
0.25329
0.034779
AAON
2023-01-13
105,539
292,453
0.478746
0.745543
0.219409
0.035047
AAON
2023-01-20
76,093
209,022
0.4749
0.742124
0.200357
0.057519
AAON
2023-01-27
91,790
434,031
0.445731
0.66268
0.264092
0.073228
AAON
2023-02-03
137,815
333,129
0.476045
0.69415
0.23711
0.06874
AAON
2023-02-10
100,366
216,460
0.512773
0.704735
0.229331
0.065934
AAON
2023-02-17
119,144
338,967
0.506577
0.713087
0.245066
0.041847
AAON
2023-02-24
166,104
342,471
0.602314
0.664676
0.264957
0.070366
AAON
2023-03-03
603,204
1,344,341
0.584643
0.690206
0.26156
0.048234
AAON
2023-03-10
414,240
673,230
0.683059
0.738579
0.199752
0.061669
AAON
2023-03-17
463,524
749,774
0.578561
0.728638
0.233621
0.037741
AAON
2023-03-24
353,098
743,568
0.520286
0.698948
0.236317
0.064735
AAON
2023-03-31
405,071
680,860
0.656044
0.703112
0.269615
0.027273
AAON
2023-04-07
449,712
735,399
0.701077
0.699824
0.26711
0.033066
AAON
2023-04-14
431,172
631,980
0.744827
0.735493
0.218321
0.046186
AAON
2023-04-21
476,768
684,320
0.634617
0.822993
0.152531
0.024476
AAON
2023-04-28
369,092
805,814
0.565252
0.733408
0.213073
0.053518
AAON
2023-05-05
433,020
873,219
0.584174
0.732987
0.229827
0.037186
AAON
2023-05-12
364,505
700,323
0.573977
0.764862
0.20073
0.034408
AAON
2023-05-19
438,710
839,908
0.451059
0.691329
0.267731
0.04094
AAON
2023-05-26
235,950
519,198
0.506864
0.721663
0.240955
0.037382
AAON
2023-06-02
353,014
506,948
0.622195
0.786872
0.1941
0.019028
AAON
2023-06-09
380,881
632,772
0.570611
0.82325
0.154295
0.022455
AAON
2023-06-16
217,484
371,684
0.582645
0.773624
0.213258
0.013118
AAON
2023-06-23
218,089
400,225
0.517111
0.794684
0.192628
0.012689
AAON
2023-06-30
147,147
252,913
0.638934
0.45001
0.520333
0.029657
AAON
2023-07-07
39,676
58,893
0.601582
0.021132
0.893684
0.085184
AAON
2023-07-14
37,970
64,891
0.571332
0.015574
0.926415
0.058011
AAON
2023-07-21
45,376
83,397
0.556731
0.058082
0.872934
0.068983
AAON
2023-07-28
51,991
98,716
0.605004
0.060904
0.762536
0.176559
AAON
2023-08-04
141,205
226,541
0.687358
0.061063
0.82588
0.113058
AAON
2023-08-11
62,820
118,675
0.556546
0.057152
0.887558
0.05529
AAON
2023-08-18
72,438
108,668
0.637872
0.066508
0.89503
0.038462
AAON
2023-08-25
91,338
155,944
0.5753
0.05373
0.897637
0.048634
AAON
2023-09-01
60,371
130,070
0.429171
0.06838
0.884755
0.046865
AAON
2023-09-08
93,437
182,459
0.549738
0.092383
0.843289
0.064328
AAON
2023-09-15
126,942
193,957
0.679386
0.080389
0.859399
0.060211
AAON
2023-09-22
101,551
140,867
0.682139
0.100361
0.853907
0.045732
AAON
2023-09-29
91,602
146,042
0.670893
0.055092
0.871178
0.07373
AAON
2023-10-06
63,335
105,963
0.608237
0.036494
0.910468
0.053037
AAON
2023-10-13
54,022
93,542
0.621611
0.048051
0.835714
0.116235
AAON
2023-10-20
86,482
155,155
0.497758
0.042812
0.927304
0.029885
AAON
2023-10-27
102,641
169,585
0.552851
0.039147
0.813398
0.147456
AAON
2023-11-03
69,019
116,722
0.604111
0.031016
0.893416
0.075568
AAON
2023-11-10
162,708
217,914
0.747741
0.034084
0.907085
0.058831
AAON
2023-11-17
92,375
138,154
0.751456
0.036704
0.865178
0.098118
AAON
2023-11-24
39,059
56,933
0.736876
0.038671
0.820927
0.140403
AAON
2023-12-01
72,943
111,069
0.75428
0.036371
0.876945
0.086684
AAON
2023-12-08
97,254
129,495
0.706593
0.047358
0.862977
0.089665
AAON
2023-12-15
132,131
162,458
0.788823
0.034279
0.830921
0.1348
AAON
2023-12-22
100,304
141,905
0.689576
0.029755
0.857222
0.113023
AAON
2023-12-29
39,642
58,868
0.651181
0.016094
0.782782
0.201123
AAON
2024-01-05
85,249
111,676
0.730087
0.025185
0.833545
0.14127
AAON
2024-01-12
62,937
93,955
0.641924
0.060951
0.814505
0.124544
AAON
2024-01-19
65,202
98,712
0.614897
0.02415
0.86261
0.113239
AAON
2024-01-26
72,434
107,205
0.68542
0.019881
0.80964
0.170478
AAON
2024-02-02
94,376
143,043
0.718791
0.021166
0.812524
0.16631
AAON
2024-02-09
126,850
174,801
0.704782
0.020972
0.812914
0.166114
AAON
2024-02-16
134,121
163,304
0.824649
0.040213
0.769934
0.189852
AAON
2024-02-23
69,097
89,286
0.805994
0.072821
0.747269
0.17991
AAON
2024-03-01
158,855
207,290
0.793905
0.069817
0.746926
0.183257
AAON
2024-03-08
104,437
172,921
0.619388
0.034855
0.878481
0.086664
AAON
2024-03-15
103,543
153,698
0.731473
0.044244
0.832827
0.122929
AAON
2024-03-22
99,897
148,597
0.698428
0.040628
0.770065
0.189306
AAON
2024-03-29
40,350
56,932
0.748345
0.056779
0.811443
0.131777
AAON
2024-04-05
66,055
91,673
0.667264
0.007224
0.840672
0.152104
AAON
2024-04-12
150,739
183,708
0.833318
0.053092
0.774835
0.172072
AAON
2024-04-19
126,253
142,833
0.905359
0.02755
0.597969
0.37448
AAON
2024-04-26
115,303
137,909
0.84725
0.042902
0.746871
0.210227
AAON
2024-05-03
336,104
442,109
0.826167
0.061486
0.817
0.121514
AAON
2024-05-10
553,104
852,320
0.530185
0.022466
0.902001
0.075533
AAON
2024-05-17
239,056
344,035
0.666443
0.044989
0.85143
0.103581
AAON
2024-05-24
98,782
175,643
0.527713
0.02556
0.887363
0.087078
AAON
2024-05-31
170,248
229,380
0.68763
0.06015
0.86026
0.07959
AAON
2024-06-07
219,282
303,388
0.760262
0.025833
0.839896
0.134272
AAON
2024-06-14
184,202
243,765
0.753013
0.028795
0.822712
0.148493
AAON
2024-06-21
285,317
374,812
0.695
0.052633
0.799104
0.148263
AAON
2024-06-28
304,281
392,291
0.771575
0.050899
0.843142
0.105959
AAON
2024-07-05
144,077
193,633
0.764641
0.065217
0.754273
0.18051
AAON
2024-07-12
123,838
166,242
0.761701
0.05206
0.782287
0.165654
AAON
2024-07-19
128,927
204,119
0.651211
0.054477
0.781832
0.163691
AAON
2024-07-26
107,311
155,122
0.634479
0.034658
0.83214
0.133202
AAON
2024-08-02
142,038
208,998
0.653233
0.050654
0.817808
0.131538
AAON
2024-08-09
106,927
158,211
0.687702
0.046777
0.792375
0.160849
AAON
2024-08-16
61,910
87,166
0.637328
0.088356
0.794875
0.116769
AAON
2024-08-23
71,423
94,839
0.743356
0.071379
0.805518
0.123103
AAON
2024-08-30
70,910
90,101
0.695835
0.040932
0.70625
0.252818
AAON
2024-09-06
58,939
84,550
0.635707
0.036604
0.799353
0.164043
AAON
2024-09-13
45,957
67,600
0.590478
0.031637
0.81507
0.153293
AAON
2024-09-20
98,650
135,581
0.671809
0.034932
0.857002
0.108066
AAON
2024-09-27
77,637
118,509
0.706705
0.086494
0.780362
0.133144
AAON
2024-10-04
55,427
84,189
0.609426
0.020437
0.899819
0.079744
AAON
2024-10-11
46,853
77,452
0.643071
0.047757
0.872574
0.079669
AAON
2024-10-18
70,964
114,377
0.563416
0.087514
0.907042
0.005445
AAON
2024-10-25
70,537
117,376
0.6338
0.03819
0.955005
0.006804
AAON
2024-11-01
87,790
144,936
0.672791
0.057008
0.920533
0.022459
AAON
2024-11-08
92,867
190,771
0.582307
0.057993
0.907312
0.034695