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
A
2012-12-07
4,285,524
9,101,422
0.518791
0.184081
0.793644
0.022275
A
2012-12-14
5,018,820
10,315,960
0.499645
0.319151
0.65756
0.023289
A
2012-12-21
5,358,761
12,264,145
0.459102
0.198227
0.711925
0.089849
A
2012-12-28
1,957,088
4,029,676
0.507979
0.278054
0.700849
0.021097
A
2013-01-04
4,942,412
9,407,140
0.53012
0.204947
0.723808
0.071245
A
2013-01-11
4,695,096
8,389,943
0.554653
0.219871
0.679928
0.100201
A
2013-01-18
3,282,095
7,464,672
0.437639
0.192052
0.769351
0.038597
A
2013-01-25
2,715,032
4,998,821
0.552064
0.212863
0.711775
0.075362
A
2013-02-01
3,228,463
6,577,073
0.527513
0.174589
0.75043
0.07498
A
2013-02-08
3,218,605
6,368,136
0.505491
0.223852
0.696626
0.079521
A
2013-02-15
4,340,982
11,009,388
0.363009
0.202191
0.693869
0.10394
A
2013-02-22
2,690,473
7,574,599
0.372333
0.268505
0.655747
0.075748
A
2013-03-01
3,884,265
9,864,371
0.446973
0.200728
0.700856
0.098417
A
2013-03-08
2,355,020
6,244,170
0.406377
0.21127
0.691589
0.09714
A
2013-03-15
2,088,484
6,866,079
0.314946
0.141165
0.737885
0.12095
A
2013-03-22
3,474,790
8,343,274
0.454242
0.185516
0.692241
0.122243
A
2013-03-29
2,282,392
5,466,606
0.473383
0.205904
0.701881
0.092214
A
2013-04-05
4,475,004
14,802,305
0.330598
0.415269
0.520436
0.064295
A
2013-04-12
6,863,458
14,013,397
0.444656
0.480622
0.47479
0.044588
A
2013-04-19
7,369,313
18,329,360
0.45157
0.403115
0.536776
0.060108
A
2013-04-26
4,921,804
12,666,504
0.428624
0.392412
0.512936
0.094652
A
2013-05-03
3,861,878
14,082,101
0.392483
0.453161
0.495501
0.051339
A
2013-05-10
5,167,899
13,597,035
0.457359
0.512307
0.449801
0.037892
A
2013-05-17
8,590,431
23,749,672
0.419404
0.493873
0.469674
0.036453
A
2013-05-24
7,416,214
17,755,967
0.448253
0.368754
0.603685
0.027561
A
2013-05-31
5,673,683
13,462,470
0.467445
0.467796
0.51134
0.020864
A
2013-06-07
5,667,933
13,409,477
0.44455
0.450112
0.512154
0.037734
A
2013-06-14
3,878,477
10,397,667
0.463101
0.391451
0.548368
0.060182
A
2013-06-21
6,309,719
17,102,076
0.466741
0.436878
0.509542
0.05358
A
2013-06-28
6,560,305
16,251,275
0.460637
0.368721
0.488088
0.143191
A
2013-07-05
3,544,273
8,995,313
0.442303
0.436375
0.51304
0.050584
A
2013-07-12
3,608,989
10,382,663
0.382346
0.418254
0.553503
0.028243
A
2013-07-19
2,319,017
7,177,851
0.37983
0.382545
0.565023
0.052432
A
2013-07-26
4,315,977
10,175,562
0.463152
0.462619
0.507802
0.029578
A
2013-08-02
3,030,244
10,739,568
0.320663
0.42772
0.541159
0.031121
A
2013-08-09
2,505,761
7,880,386
0.386453
0.421901
0.545696
0.032402
A
2013-08-16
5,633,504
12,478,392
0.470438
0.415317
0.563302
0.021381
A
2013-08-23
4,478,235
8,915,560
0.521098
0.40419
0.487163
0.108647
A
2013-08-30
3,207,395
7,201,516
0.497648
0.404168
0.558027
0.037805
A
2013-09-06
2,225,875
5,072,864
0.472747
0.448606
0.519565
0.031829
A
2013-09-13
2,515,396
6,946,260
0.434254
0.473457
0.500547
0.025996
A
2013-09-20
9,439,587
26,977,867
0.439866
0.488909
0.482647
0.028444
A
2013-09-27
4,288,206
10,088,154
0.447422
0.56862
0.403327
0.028053
A
2013-10-04
3,815,530
8,814,595
0.454392
0.511065
0.466739
0.022196
A
2013-10-11
3,103,821
7,883,849
0.433255
0.483273
0.486134
0.030592
A
2013-10-18
4,149,117
9,976,626
0.45732
0.558728
0.415426
0.025846
A
2013-10-25
3,357,730
10,872,017
0.377003
0.512677
0.459828
0.027494
A
2013-11-01
2,288,867
6,564,727
0.411846
0.456603
0.503182
0.040215
A
2013-11-08
3,513,709
7,579,623
0.454778
0.573531
0.400715
0.025755
A
2013-11-15
5,769,230
16,116,529
0.414268
0.524697
0.437374
0.03793
A
2013-11-22
4,129,346
11,274,878
0.377603
0.333432
0.63549
0.031078
A
2013-11-29
1,778,726
5,305,106
0.408719
0.430764
0.539337
0.029898
A
2013-12-06
3,656,113
8,679,212
0.471706
0.483702
0.482122
0.034176
A
2013-12-13
3,814,766
9,198,279
0.471722
0.480524
0.490998
0.028479
A
2013-12-20
3,944,679
10,524,758
0.426975
0.466022
0.507207
0.026771
A
2013-12-27
730,938
2,999,491
0.296351
0.469309
0.491213
0.039479
A
2014-01-03
1,416,336
4,821,345
0.384642
0.454523
0.507702
0.037775
A
2014-01-10
2,341,973
7,468,495
0.392622
0.461187
0.509382
0.029431
A
2014-01-17
4,657,876
9,391,267
0.539271
0.559778
0.419453
0.020769
A
2014-01-24
3,691,852
9,528,207
0.460716
0.558652
0.416603
0.024745
A
2014-01-31
3,792,009
13,388,505
0.378757
0.38442
0.58556
0.03002
A
2014-02-07
3,613,989
8,902,778
0.465519
0.392084
0.562533
0.045383
A
2014-02-14
6,761,819
20,148,239
0.375551
0.397058
0.553129
0.049814
A
2014-02-21
5,926,820
14,718,072
0.477036
0.444296
0.52901
0.026694
A
2014-02-28
4,921,158
12,168,999
0.456014
0.468746
0.413071
0.118183
A
2014-03-07
4,464,712
13,237,294
0.419423
0.521051
0.450415
0.028534
A
2014-03-14
3,494,488
8,073,576
0.473339
0.489483
0.477847
0.03267
A
2014-03-21
3,001,121
6,522,870
0.471668
0.390443
0.579658
0.029898
A
2014-03-28
3,843,580
8,559,561
0.48288
0.461971
0.507107
0.030921
A
2014-04-04
2,981,795
7,795,298
0.415564
0.46249
0.511071
0.026439
A
2014-04-11
3,258,592
8,367,180
0.418371
0.352175
0.609399
0.038426
A
2014-04-18
2,415,895
6,785,687
0.432601
0.429567
0.541636
0.028797
A
2014-04-25
2,300,967
5,317,335
0.505937
0.471651
0.495129
0.03322
A
2014-05-02
3,164,342
8,934,958
0.476665
0.425263
0.54841
0.026327
A
2014-05-09
3,540,940
7,793,425
0.554095
0.408992
0.501305
0.089704
A
2014-05-16
4,616,052
11,530,395
0.527065
0.373559
0.532163
0.094278
A
2014-05-23
2,868,073
8,565,364
0.513093
0.359884
0.598487
0.041629
A
2014-05-30
2,359,621
5,399,656
0.499504
0.412078
0.563587
0.024335
A
2014-06-06
2,398,325
5,464,242
0.468024
0.397528
0.57219
0.030281
A
2014-06-13
2,228,337
4,719,598
0.527323
0.304738
0.662869
0.032393
A
2014-06-20
2,573,660
6,612,459
0.481184
0.351792
0.612755
0.035453
A
2014-06-27
1,283,071
4,725,865
0.309674
0.296575
0.670876
0.032549
A
2014-07-04
1,310,158
4,025,388
0.353793
0.317358
0.615655
0.066987
A
2014-07-11
1,602,227
4,773,569
0.371678
0.376306
0.604038
0.019656
A
2014-07-18
3,302,673
9,667,143
0.380945
0.399455
0.545395
0.055149
A
2014-07-25
2,727,097
7,821,040
0.413976
0.372673
0.603828
0.023499
A
2014-08-01
2,656,537
6,680,883
0.465385
0.388464
0.578353
0.033183
A
2014-08-08
2,261,016
5,732,437
0.430035
0.353002
0.622276
0.024722
A
2014-08-15
3,637,785
10,953,383
0.342044
0.38882
0.561374
0.049807
A
2014-08-22
2,321,267
6,537,925
0.385505
0.362586
0.609071
0.028343
A
2014-08-29
1,658,723
4,727,063
0.355151
0.336369
0.63016
0.033471
A
2014-09-05
1,467,936
4,055,905
0.384353
0.425235
0.544863
0.029901
A
2014-09-12
2,684,283
6,511,665
0.419108
0.424959
0.494166
0.080876
A
2014-09-19
3,061,248
7,960,738
0.416599
0.423439
0.551602
0.024959
A
2014-09-26
2,551,503
6,670,372
0.417236
0.428306
0.543887
0.027807
A
2014-10-03
3,427,692
7,031,569
0.518391
0.442481
0.529264
0.028255
A
2014-10-10
3,228,257
9,752,691
0.404955
0.431278
0.536122
0.0326
A
2014-10-17
5,398,268
15,141,851
0.389115
0.473637
0.49961
0.026753
A
2014-10-24
3,494,017
9,623,808
0.332737
0.430171
0.541669
0.02816
A
2014-10-31
2,285,833
6,535,493
0.408532
0.413957
0.535011
0.051032