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
ACI
2012-06-29
20,213,566
31,654,550
0.660711
0.22037
0.71035
0.06928
ACI
2012-07-06
17,269,741
27,359,247
0.657667
0.197439
0.670769
0.131792
ACI
2012-07-13
18,077,158
34,703,155
0.557946
0.163428
0.665335
0.171237
ACI
2012-07-20
21,678,729
31,042,764
0.712846
0.220366
0.721174
0.05846
ACI
2012-07-27
27,495,904
48,851,516
0.579513
0.196651
0.742044
0.061306
ACI
2012-08-03
27,322,337
54,558,085
0.530558
0.208024
0.738389
0.053587
ACI
2012-08-10
18,063,197
35,953,333
0.526587
0.243178
0.704103
0.052719
ACI
2012-08-17
11,591,423
20,833,037
0.550022
0.248625
0.707027
0.044348
ACI
2012-08-24
12,016,014
30,030,093
0.401489
0.262199
0.689041
0.04876
ACI
2012-08-31
13,074,946
20,708,258
0.648977
0.22518
0.730203
0.044617
ACI
2012-09-07
15,237,134
28,295,311
0.562529
0.242808
0.710174
0.047018
ACI
2012-09-14
26,909,097
48,134,965
0.575448
0.244784
0.652096
0.10312
ACI
2012-09-21
15,656,105
28,649,072
0.574124
0.224836
0.732346
0.042817
ACI
2012-09-28
18,002,460
33,852,793
0.519331
0.226752
0.674911
0.098337
ACI
2012-10-05
19,343,382
30,975,482
0.642247
0.260492
0.699668
0.03984
ACI
2012-10-12
28,278,172
48,590,919
0.581422
0.216058
0.613352
0.17059
ACI
2012-10-19
25,326,629
50,381,375
0.515574
0.234945
0.725566
0.039489
ACI
2012-10-26
28,649,718
60,489,537
0.48487
0.261744
0.700588
0.037668
ACI
2012-11-02
13,875,218
24,538,167
0.567237
0.248363
0.727163
0.024474
ACI
2012-11-09
19,639,284
42,240,554
0.484243
0.235162
0.729043
0.035795
ACI
2012-11-16
16,666,373
27,832,885
0.613929
0.246416
0.72246
0.031124
ACI
2012-11-23
10,552,695
19,034,929
0.568353
0.245104
0.710817
0.044079
ACI
2012-11-30
15,073,936
28,590,002
0.543991
0.263729
0.701252
0.035019
ACI
2012-12-07
13,951,711
26,896,887
0.543259
0.290549
0.670417
0.039034
ACI
2012-12-14
15,072,216
31,346,568
0.493772
0.267725
0.683946
0.048329
ACI
2012-12-21
10,479,081
22,679,388
0.50149
0.265616
0.626854
0.10753
ACI
2012-12-28
7,038,477
12,774,257
0.564415
0.290835
0.672228
0.036936
ACI
2013-01-04
12,568,652
25,403,097
0.512857
0.243743
0.621605
0.134652
ACI
2013-01-11
14,428,579
27,246,077
0.540698
0.261819
0.611222
0.126959
ACI
2013-01-18
14,800,898
28,693,881
0.528491
0.264696
0.658197
0.077107
ACI
2013-01-25
9,564,359
19,150,945
0.511594
0.242912
0.691139
0.065949
ACI
2013-02-01
12,991,283
23,572,347
0.555693
0.225405
0.696099
0.078497
ACI
2013-02-08
23,581,826
40,924,751
0.591322
0.22557
0.678382
0.096048
ACI
2013-02-15
16,220,477
26,898,048
0.616915
0.219697
0.700106
0.080197
ACI
2013-02-22
11,615,824
18,689,498
0.623392
0.204116
0.708147
0.087737
ACI
2013-03-01
12,451,769
25,714,410
0.487012
0.234215
0.671538
0.094247
ACI
2013-03-08
16,319,924
26,632,562
0.62013
0.204457
0.719648
0.075895
ACI
2013-03-15
15,002,724
26,083,498
0.594415
0.201148
0.698188
0.100664
ACI
2013-03-22
12,330,532
21,317,018
0.590768
0.219511
0.690116
0.090372
ACI
2013-03-29
9,325,471
14,340,947
0.667218
0.218057
0.691536
0.090407
ACI
2013-04-05
24,550,558
47,616,240
0.620042
0.489489
0.463432
0.047079
ACI
2013-04-12
24,134,482
45,518,253
0.607447
0.506061
0.445052
0.048887
ACI
2013-04-19
36,308,017
73,450,344
0.560484
0.472902
0.483672
0.043426
ACI
2013-04-26
32,046,744
61,033,391
0.570465
0.462112
0.450746
0.087142
ACI
2013-05-03
21,660,851
46,204,312
0.572922
0.51101
0.450299
0.038692
ACI
2013-05-10
20,547,704
43,350,557
0.545582
0.553957
0.399086
0.046957
ACI
2013-05-17
14,144,157
30,112,961
0.554401
0.497552
0.461361
0.041087
ACI
2013-05-24
26,180,670
53,704,067
0.57969
0.533769
0.412629
0.053602
ACI
2013-05-31
12,323,657
23,904,294
0.599924
0.519774
0.434684
0.045542
ACI
2013-06-07
20,623,555
36,181,969
0.631495
0.507025
0.44925
0.043725
ACI
2013-06-14
28,884,669
56,101,583
0.6162
0.599953
0.352726
0.047321
ACI
2013-06-21
22,160,870
47,380,956
0.581411
0.505874
0.436261
0.057865
ACI
2013-06-28
23,321,296
51,994,577
0.53023
0.522566
0.343186
0.134248
ACI
2013-07-05
14,842,416
28,487,985
0.617389
0.546799
0.401493
0.051709
ACI
2013-07-12
17,623,687
36,101,049
0.570843
0.571725
0.368478
0.059797
ACI
2013-07-19
16,380,311
30,007,241
0.600199
0.558518
0.385491
0.055991
ACI
2013-07-26
24,584,869
47,719,243
0.575025
0.560479
0.396215
0.043306
ACI
2013-08-02
27,186,092
44,435,442
0.660092
0.583351
0.374298
0.04235
ACI
2013-08-09
17,228,743
42,477,734
0.534273
0.551602
0.414764
0.033634
ACI
2013-08-16
20,690,168
44,975,677
0.531307
0.554047
0.411143
0.03481
ACI
2013-08-23
25,552,127
40,582,198
0.693067
0.477536
0.383939
0.138525
ACI
2013-08-30
14,354,874
23,147,275
0.690189
0.507629
0.460302
0.032068
ACI
2013-09-06
14,047,926
24,239,905
0.678645
0.452088
0.498849
0.049062
ACI
2013-09-13
20,346,513
35,823,573
0.63488
0.498394
0.447981
0.053625
ACI
2013-09-20
21,988,751
37,824,562
0.638261
0.53037
0.425091
0.044539
ACI
2013-09-27
18,000,285
32,800,850
0.603216
0.485805
0.461054
0.053141
ACI
2013-10-04
23,370,463
46,632,886
0.600615
0.541725
0.404611
0.053664
ACI
2013-10-11
18,108,616
31,873,217
0.650331
0.454927
0.488921
0.056152
ACI
2013-10-18
24,038,084
42,544,020
0.615387
0.531555
0.41185
0.056595
ACI
2013-10-25
20,723,296
34,125,131
0.692019
0.520143
0.433452
0.046405
ACI
2013-11-01
33,119,263
56,411,236
0.636351
0.503159
0.436458
0.060383
ACI
2013-11-08
22,563,067
41,588,503
0.600253
0.453553
0.492418
0.054028
ACI
2013-11-15
18,271,865
34,426,394
0.616266
0.490819
0.451816
0.057365
ACI
2013-11-22
15,003,840
30,115,705
0.58259
0.524199
0.41934
0.056461
ACI
2013-11-29
12,296,633
21,613,861
0.607474
0.529388
0.418552
0.05206
ACI
2013-12-06
24,262,125
44,189,533
0.602747
0.529974
0.427659
0.042367
ACI
2013-12-13
26,049,214
44,822,984
0.639381
0.515117
0.451601
0.033282
ACI
2013-12-20
22,833,400
46,731,831
0.567697
0.393237
0.566952
0.039811
ACI
2013-12-27
10,016,295
22,398,039
0.545215
0.478653
0.466248
0.055099
ACI
2014-01-03
18,830,720
32,120,162
0.649276
0.560225
0.403931
0.035844
ACI
2014-01-10
20,660,551
37,624,591
0.596615
0.551044
0.412456
0.0365
ACI
2014-01-17
16,142,645
30,541,444
0.629914
0.520789
0.439125
0.040086
ACI
2014-01-24
15,962,588
26,960,582
0.634494
0.530031
0.423939
0.046031
ACI
2014-01-31
26,565,498
41,488,230
0.694032
0.515202
0.433443
0.051355
ACI
2014-02-07
43,777,661
68,263,316
0.672573
0.610372
0.340872
0.048755
ACI
2014-02-14
23,261,474
36,872,695
0.650174
0.583301
0.371328
0.045371
ACI
2014-02-21
15,002,761
25,459,886
0.635821
0.562865
0.381323
0.055813
ACI
2014-02-28
21,385,163
42,581,762
0.585196
0.462554
0.382958
0.154487
ACI
2014-03-07
20,496,421
32,199,079
0.680877
0.55178
0.39855
0.04967
ACI
2014-03-14
15,999,306
32,126,183
0.568026
0.505006
0.438727
0.056268
ACI
2014-03-21
13,634,132
29,450,081
0.457898
0.466252
0.472596
0.061152
ACI
2014-03-28
23,345,221
44,540,071
0.525156
0.465019
0.481873
0.053108
ACI
2014-04-04
17,351,518
36,044,216
0.50208
0.502551
0.448867
0.048582
ACI
2014-04-11
16,375,808
31,056,564
0.539646
0.489573
0.475093
0.035334
ACI
2014-04-18
14,410,021
21,714,356
0.660221
0.47113
0.493571
0.035299
ACI
2014-04-25
29,995,739
55,610,788
0.571421
0.520578
0.439048
0.040374
ACI
2014-05-02
13,359,410
24,006,390
0.587348
0.461477
0.488218
0.050305
ACI
2014-05-09
15,513,485
27,157,425
0.621262
0.469519
0.409642
0.120839
ACI
2014-05-16
11,830,380
24,614,394
0.552222
0.485619
0.375953
0.138428
ACI
2014-05-23
15,150,223
32,680,758
0.525729
0.581618
0.371919
0.046462