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
ACXP
2021-11-05
96,938
156,630
0.612945
0.899113
0.080022
0.020865
ACXP
2021-11-12
138,575
259,125
0.576737
0.924586
0.059642
0.015772
ACXP
2021-11-19
59,193
110,909
0.64947
0.897534
0.079103
0.023363
ACXP
2021-11-26
41,974
69,201
0.719357
0.918451
0.060235
0.021314
ACXP
2021-12-03
176,675
314,113
0.680945
0.925646
0.049231
0.025123
ACXP
2021-12-10
88,594
129,586
0.684023
0.922581
0.056793
0.020627
ACXP
2021-12-17
86,836
154,011
0.64358
0.864892
0.117188
0.01792
ACXP
2021-12-24
80,655
127,340
0.618008
0.855648
0.060114
0.084238
ACXP
2021-12-31
44,257
96,703
0.595904
0.851003
0.086374
0.062623
ACXP
2022-01-07
66,433
112,547
0.665914
0.852109
0.133038
0.014853
ACXP
2022-01-14
42,911
68,216
0.542147
0.921506
0.059142
0.019352
ACXP
2022-01-21
174,469
390,757
0.516479
0.901987
0.082935
0.015078
ACXP
2022-01-28
50,019
177,045
0.457258
0.879365
0.079829
0.040806
ACXP
2022-02-04
44,794
86,686
0.571458
0.871991
0.094829
0.03318
ACXP
2022-02-11
29,760
46,812
0.662855
0.878458
0.06916
0.052382
ACXP
2022-02-18
33,013
54,460
0.528304
0.698857
0.247045
0.054099
ACXP
2022-02-25
40,506
101,259
0.522165
0.846122
0.125016
0.028862
ACXP
2022-03-04
33,311
54,837
0.526339
0.829639
0.164374
0.005986
ACXP
2022-03-11
48,998
86,340
0.603905
0.930183
0.068957
0.00086
ACXP
2022-03-18
51,345
84,953
0.620334
0.897373
0.095251
0.007376
ACXP
2022-03-25
63,540
106,519
0.755791
0.890495
0.100812
0.008693
ACXP
2022-04-01
92,970
136,242
0.628614
0.85163
0.143314
0.005057
ACXP
2022-04-08
17,801
26,297
0.64431
0.831545
0.162469
0.005985
ACXP
2022-04-15
25,173
33,447
0.665512
0.787376
0.210305
0.002319
ACXP
2022-04-22
19,455
35,150
0.488224
0.900882
0.099118
0
ACXP
2022-04-29
23,267
45,866
0.617916
0.845763
0.140133
0.014104
ACXP
2022-05-06
22,943
38,528
0.722573
0.901263
0.098737
0
ACXP
2022-05-13
57,810
148,387
0.539456
0.968708
0.030568
0.000724
ACXP
2022-05-20
15,050
28,397
0.597917
0.821103
0.178897
0
ACXP
2022-05-27
17,708
32,397
0.542982
0.933637
0.046974
0.019389
ACXP
2022-06-03
11,941
25,179
0.430043
0.928023
0.071977
0
ACXP
2022-06-10
89,197
151,079
0.731023
0.937846
0.06038
0.001773
ACXP
2022-06-17
92,154
144,447
0.608365
0.889306
0.108109
0.002585
ACXP
2022-06-24
7,993
15,545
0.690226
0.948866
0.048461
0.002673
ACXP
2022-07-01
34,853
65,152
0.639243
0.805684
0.183424
0.010892
ACXP
2022-07-08
32,531
63,623
0.666136
0.919955
0.080045
0
ACXP
2022-07-15
16,052
24,926
0.592414
0.965088
0.034912
0
ACXP
2022-07-22
21,007
30,965
0.756731
0.798926
0.190686
0.010388
ACXP
2022-07-29
27,652
40,798
0.777486
0.695769
0.303167
0.001064
ACXP
2022-08-05
89,275
155,771
0.699664
0.871816
0.127138
0.001046
ACXP
2022-08-12
117,014
257,269
0.368006
0.915876
0.082466
0.001658
ACXP
2022-08-19
44,694
140,065
0.355947
0.852062
0.14639
0.001549
ACXP
2022-08-26
13,201
53,026
0.136904
0.946605
0.053395
0
ACXP
2022-09-02
17,073
65,674
0.36858
0.900533
0.099374
0.000092
ACXP
2022-09-09
44,715
97,816
0.407356
0.836551
0.163449
0
ACXP
2022-09-16
72,866
175,779
0.492154
0.725545
0.266175
0.008279
ACXP
2022-09-23
22,993
74,911
0.358154
0.790007
0.185304
0.024689
ACXP
2022-09-30
27,334
51,135
0.499365
0.886317
0.042286
0.071397
ACXP
2022-10-07
14,177
34,065
0.496644
0.815353
0.085457
0.09919
ACXP
2022-10-14
14,065
55,740
0.302452
0.847568
0.057201
0.095231
ACXP
2022-10-21
25,042
69,995
0.363371
0.834676
0.127968
0.037357
ACXP
2022-10-28
17,811
50,581
0.372996
0.933983
0.049129
0.016888
ACXP
2022-11-04
21,413
111,568
0.372446
0.839507
0.133265
0.027228
ACXP
2022-11-11
24,671
111,010
0.173319
0.965392
0.029472
0.005136
ACXP
2022-11-18
24,034
66,766
0.178883
0.981238
0.018086
0.000676
ACXP
2022-11-25
13,948
65,980
0.346976
0.864691
0.135309
0
ACXP
2022-12-02
28,146
75,906
0.30585
0.947942
0.050937
0.00112
ACXP
2022-12-09
61,688
109,594
0.585081
0.885818
0.106503
0.007679
ACXP
2022-12-16
58,771
106,794
0.429704
0.839521
0.160253
0.000226
ACXP
2022-12-23
52,893
93,244
0.532713
0.924601
0.074794
0.000605
ACXP
2022-12-30
36,777
96,158
0.356528
0.894547
0.099717
0.005737
ACXP
2023-01-06
34,291
94,977
0.303789
0.936307
0.060323
0.00337
ACXP
2023-01-13
35,298
153,584
0.273482
0.825329
0.173186
0.001485
ACXP
2023-01-20
43,658
112,884
0.21474
0.909235
0.089892
0.000873
ACXP
2023-01-27
44,869
118,159
0.343057
0.924635
0.066829
0.008535
ACXP
2023-02-03
105,481
275,597
0.352468
0.856387
0.142708
0.000905
ACXP
2023-02-10
44,951
88,770
0.36728
0.855632
0.140621
0.003747
ACXP
2023-02-17
38,349
82,355
0.407986
0.954325
0.037542
0.008134
ACXP
2023-02-24
61,037
181,984
0.422747
0.628954
0.22499
0.146055
ACXP
2023-03-03
85,383
139,312
0.546969
0.868343
0.128122
0.003535
ACXP
2023-03-10
75,365
147,103
0.341378
0.898778
0.091859
0.009363
ACXP
2023-03-17
76,836
188,092
0.420784
0.815827
0.175457
0.008716
ACXP
2023-03-24
29,536
55,623
0.523662
0.870504
0.117736
0.01176
ACXP
2023-03-31
17,040
37,209
0.441929
0.822598
0.172848
0.004554
ACXP
2023-04-07
9,585
44,301
0.311141
0.95146
0.04827
0.000271
ACXP
2023-04-14
89,702
223,114
0.356408
0.914642
0.078331
0.007027
ACXP
2023-04-21
39,585
77,730
0.32191
0.931044
0.041134
0.027822
ACXP
2023-04-28
31,992
109,066
0.338474
0.86243
0.123824
0.013746
ACXP
2023-05-05
71,839
149,575
0.37138
0.832238
0.041102
0.12666
ACXP
2023-05-12
24,587
62,251
0.496262
0.823834
0.1421
0.034066
ACXP
2023-05-19
48,960
101,983
0.499654
0.833685
0.117029
0.049286
ACXP
2023-05-26
10,233
26,228
0.317538
0.804893
0.17257
0.022537
ACXP
2023-06-02
32,826
55,220
0.705575
0.772563
0.227228
0.000208
ACXP
2023-06-09
22,199
37,086
0.354982
0.995978
0.004022
0
ACXP
2023-06-16
19,474
48,176
0.436656
0.796524
0.201827
0.001648
ACXP
2023-06-23
6,535
22,511
0.229669
0.922318
0.077682
0
ACXP
2023-06-30
18,291
58,424
0.486779
0.512856
0.487144
0
ACXP
2023-07-07
3,944
7,100
0.651412
0
1
0
ACXP
2023-07-14
2,734
19,270
0.160244
0
1
0
ACXP
2023-07-21
218
6,128
0.025472
0
1
0
ACXP
2023-07-28
4,631
19,805
0.13528
null
null
null
ACXP
2023-08-04
9,574
17,034
0.198875
null
null
null
ACXP
2023-08-11
1,173
9,325
0.078202
0
1
0
ACXP
2023-08-18
11,739
48,632
0.363501
null
null
null
ACXP
2023-08-25
1,465
4,621
0.131101
null
null
null
ACXP
2023-09-01
853
9,337
0.239455
0.328571
0.671429
0
ACXP
2023-09-08
1,063
5,121
0.33829
0
1
0
ACXP
2023-09-15
3,170
8,682
0.263831
0
1
0
ACXP
2023-09-22
2,410
27,711
0.064871
null
null
null
ACXP
2023-09-29
5,102
8,195
0.290647
null
null
null