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
ACHV
2022-12-02
94,797
166,819
0.506562
0.869047
0.110344
0.020609
ACHV
2022-12-09
45,604
73,875
0.625895
0.791338
0.162683
0.04598
ACHV
2022-12-16
59,522
134,202
0.412259
0.917003
0.05165
0.031347
ACHV
2022-12-23
87,734
242,967
0.283929
0.911348
0.062184
0.026467
ACHV
2022-12-30
40,988
240,800
0.196957
0.886785
0.035363
0.077852
ACHV
2023-01-06
29,172
146,575
0.205865
0.927751
0.042993
0.029256
ACHV
2023-01-13
244,902
745,545
0.27947
0.885908
0.083035
0.031058
ACHV
2023-01-20
200,812
516,084
0.371472
0.883335
0.074717
0.041948
ACHV
2023-01-27
77,807
228,701
0.328891
0.852384
0.090762
0.056854
ACHV
2023-02-03
119,847
229,743
0.510878
0.869081
0.080947
0.049972
ACHV
2023-02-10
103,536
203,437
0.538623
0.772671
0.182174
0.045155
ACHV
2023-02-17
264,849
496,546
0.470906
0.879329
0.085707
0.034963
ACHV
2023-02-24
92,836
203,114
0.468912
0.883144
0.093847
0.02301
ACHV
2023-03-03
101,210
195,612
0.50384
0.804428
0.154634
0.040939
ACHV
2023-03-10
110,400
249,203
0.443865
0.793127
0.146087
0.060786
ACHV
2023-03-17
184,997
307,543
0.628368
0.817171
0.147202
0.035627
ACHV
2023-03-24
81,714
184,940
0.580478
0.757526
0.186599
0.055875
ACHV
2023-03-31
454,921
937,894
0.500596
0.798506
0.18101
0.020485
ACHV
2023-04-07
156,497
398,038
0.507397
0.84538
0.111584
0.043036
ACHV
2023-04-14
185,094
421,443
0.457437
0.887732
0.057216
0.055052
ACHV
2023-04-21
249,253
797,977
0.351683
0.889054
0.092618
0.018328
ACHV
2023-04-28
127,042
366,209
0.386397
0.827711
0.096243
0.076045
ACHV
2023-05-05
188,484
406,994
0.477227
0.856193
0.092504
0.051303
ACHV
2023-05-12
172,318
599,600
0.381368
0.786541
0.149571
0.063887
ACHV
2023-05-19
151,524
418,456
0.359764
0.841332
0.124931
0.033737
ACHV
2023-05-26
654,406
1,786,554
0.390747
0.830213
0.145779
0.024008
ACHV
2023-06-02
105,577
324,400
0.285888
0.849456
0.113671
0.036874
ACHV
2023-06-09
94,067
234,584
0.365906
0.890145
0.095867
0.013987
ACHV
2023-06-16
108,796
246,951
0.403246
0.839812
0.149284
0.010904
ACHV
2023-06-23
47,973
106,340
0.481092
0.857272
0.089355
0.053373
ACHV
2023-06-30
51,949
144,602
0.326814
0.564248
0.415824
0.019928
ACHV
2023-07-07
4,676
9,631
0.409491
0
0.99846
0.00154
ACHV
2023-07-14
3,161
20,302
0.270109
0.038416
0.959598
0.001986
ACHV
2023-07-21
2,693
8,043
0.639597
0.083422
0.843436
0.073141
ACHV
2023-07-28
5,054
21,585
0.666429
0.127848
0.762776
0.109376
ACHV
2023-08-04
3,580
10,988
0.513091
0.026412
0.972474
0.001115
ACHV
2023-08-11
2,445
35,914
0.373597
0.121664
0.859979
0.018357
ACHV
2023-08-18
2,292
15,603
0.321713
0.105394
0.859331
0.035275
ACHV
2023-08-25
2,951
12,666
0.374772
0.145065
0.854169
0.000766
ACHV
2023-09-01
1,816
49,643
0.166249
0.02629
0.973278
0.000432
ACHV
2023-09-08
6,635
36,124
0.218847
0.000468
0.999532
0
ACHV
2023-09-15
1,916
23,078
0.082008
0.036967
0.963033
0
ACHV
2023-09-22
2,125
20,895
0.248116
0
0.978279
0.021721
ACHV
2023-09-29
2,618
16,061
0.259123
0.245785
0.754215
0
ACHV
2023-10-06
3,590
22,589
0.401376
0.079503
0.920497
0
ACHV
2023-10-13
1,516
13,343
0.269008
null
null
null
ACHV
2023-10-20
2,652
12,483
0.217871
0.080478
0.919522
0
ACHV
2023-10-27
797
3,688
0.469293
0
1
0
ACHV
2023-11-03
1,327
2,703
0.45323
null
null
null
ACHV
2023-11-10
1,068
3,181
0.298945
null
null
null
ACHV
2023-11-17
2,320
26,605
0.371062
0.2
0.8
0
ACHV
2023-11-24
1,882
2,638
0.700081
0.019084
0.922368
0.058548
ACHV
2023-12-01
1,259
3,052
0.451307
null
null
null
ACHV
2023-12-08
1,880
4,835
0.528719
0.063131
0.936869
0
ACHV
2023-12-15
43,909
154,013
0.342355
0.018629
0.97236
0.009011
ACHV
2023-12-22
10,380
22,891
0.324166
0.047904
0.952096
0
ACHV
2023-12-29
3,547
10,794
0.325003
0.084227
0.915773
0
ACHV
2024-01-05
2,351
8,222
0.388504
null
null
null
ACHV
2024-01-12
745
2,034
0.520492
null
null
null
ACHV
2024-01-19
1,481
7,092
0.202333
null
null
null
ACHV
2024-01-26
12,552
28,943
0.281649
0.165361
0.834639
0
ACHV
2024-02-02
3,181
11,831
0.438113
0.045033
0.775372
0.179595
ACHV
2024-02-09
4,982
18,390
0.464825
0.120455
0.879545
0
ACHV
2024-02-16
4,204
17,683
0.276207
0
1
0
ACHV
2024-02-23
3,525
7,588
0.324179
0
0.991935
0.008065
ACHV
2024-03-01
16,412
110,867
0.24002
0.00036
0.99964
0
ACHV
2024-03-08
5,287
22,695
0.285756
0
0.928058
0.071942
ACHV
2024-03-15
9,715
24,149
0.451459
0.343363
0.603161
0.053476
ACHV
2024-03-22
3,261
20,431
0.308069
0.461254
0.523467
0.015279
ACHV
2024-03-29
7,014
15,724
0.582388
0.240253
0.718449
0.041298
ACHV
2024-04-05
20,160
42,367
0.526859
0.028698
0.945929
0.025373
ACHV
2024-04-12
2,524
11,972
0.346552
0.024324
0.945188
0.030488
ACHV
2024-04-19
6,920
20,214
0.37876
0.342838
0.657069
0.000093
ACHV
2024-04-26
7,733
16,449
0.397947
0.040635
0.768518
0.190847
ACHV
2024-05-03
12,496
22,772
0.409432
0.088763
0.751243
0.159995
ACHV
2024-05-10
19,091
37,986
0.383547
0.002339
0.65711
0.340551
ACHV
2024-05-17
21,749
84,363
0.459118
0.220669
0.607384
0.171947
ACHV
2024-05-24
23,118
32,146
0.665026
0.009209
0.703868
0.286923
ACHV
2024-05-31
23,285
59,354
0.328086
0.048543
0.915041
0.036415
ACHV
2024-06-07
31,375
61,718
0.331348
0.033106
0.826903
0.139991
ACHV
2024-06-14
35,087
63,802
0.492693
0.122585
0.695502
0.181913
ACHV
2024-06-21
20,722
34,128
0.63501
0.085042
0.739344
0.175614
ACHV
2024-06-28
73,624
129,507
0.527777
0.050944
0.705948
0.243107
ACHV
2024-07-05
60,458
75,761
0.804766
0.065035
0.704567
0.230398
ACHV
2024-07-12
47,200
53,493
0.736917
0.083543
0.669063
0.247394
ACHV
2024-07-19
28,977
39,936
0.691067
0.006719
0.751198
0.242083
ACHV
2024-07-26
30,200
41,994
0.78175
0.011003
0.658499
0.330498
ACHV
2024-08-02
42,433
54,473
0.756599
0.009947
0.807482
0.182571
ACHV
2024-08-09
27,550
47,456
0.789509
0.01615
0.851406
0.132443
ACHV
2024-08-16
20,580
22,327
0.815863
0.019357
0.670361
0.310282
ACHV
2024-08-23
12,897
16,378
0.792109
0.020641
0.727876
0.251483
ACHV
2024-08-30
19,979
28,776
0.68777
0.028185
0.825899
0.145915
ACHV
2024-09-06
25,952
43,655
0.640721
0.008544
0.801458
0.189998
ACHV
2024-09-13
13,275
15,409
0.826091
0.053946
0.606466
0.339588
ACHV
2024-09-20
18,627
30,105
0.707384
0.012436
0.65068
0.336884
ACHV
2024-09-27
14,670
19,572
0.804009
0.040615
0.612306
0.347079
ACHV
2024-10-04
50,558
58,492
0.921941
0.023631
0.826664
0.149705
ACHV
2024-10-11
18,184
22,657
0.7572
0.01834
0.817093
0.164567
ACHV
2024-10-18
13,528
18,149
0.765066
0.115262
0.884738
0
ACHV
2024-10-25
17,414
19,529
0.797703
0.03653
0.942851
0.020619