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
2014-11-07
6,139,929
12,726,677
0.504382
0.460954
0.512594
0.026451
A
2014-11-14
3,969,310
7,945,702
0.537724
0.496699
0.474631
0.02867
A
2014-11-21
5,076,441
15,248,548
0.410928
0.405312
0.562709
0.03198
A
2014-11-28
2,050,586
5,787,514
0.418431
0.419881
0.53647
0.04365
A
2014-12-05
2,337,465
8,360,322
0.343737
0.43494
0.529354
0.035706
A
2014-12-12
2,299,908
7,528,008
0.313823
0.408992
0.555514
0.035495
A
2014-12-19
3,676,508
13,888,533
0.292776
0.387623
0.574516
0.03786
A
2014-12-26
1,272,234
4,763,360
0.289776
0.337097
0.548087
0.114816
A
2015-01-02
1,259,381
3,927,239
0.389011
0.418815
0.555237
0.025948
A
2015-01-09
2,823,558
8,255,590
0.378718
0.399195
0.567211
0.033595
A
2015-01-16
3,703,094
12,421,493
0.340044
0.349026
0.576389
0.074585
A
2015-01-23
3,421,571
11,546,062
0.31452
0.356426
0.614427
0.029147
A
2015-01-30
3,302,001
8,872,231
0.383977
0.270723
0.661769
0.067508
A
2015-02-06
3,751,565
9,621,099
0.390652
0.361344
0.61467
0.023987
A
2015-02-13
3,193,248
9,882,794
0.344984
0.387501
0.582824
0.029675
A
2015-02-20
5,111,451
14,920,404
0.354832
0.512348
0.464308
0.023344
A
2015-02-27
2,754,871
7,577,288
0.407746
0.44287
0.530827
0.026302
A
2015-03-06
2,566,814
6,555,509
0.420178
0.347152
0.52491
0.127938
A
2015-03-13
2,997,622
11,369,271
0.358875
0.301212
0.562425
0.136362
A
2015-03-20
1,912,528
6,719,473
0.326728
0.354507
0.613428
0.032065
A
2015-03-27
2,478,004
8,814,528
0.33427
0.422087
0.526839
0.051074
A
2015-04-03
2,454,876
6,027,881
0.412637
0.274217
0.691974
0.033809
A
2015-04-10
4,417,715
10,297,767
0.418555
0.475787
0.501888
0.022325
A
2015-04-17
3,464,640
7,707,814
0.433951
0.472328
0.503089
0.024583
A
2015-04-24
3,234,850
9,779,152
0.296084
0.464572
0.492646
0.042782
A
2015-05-01
2,992,027
7,849,359
0.40404
0.379226
0.559986
0.060788
A
2015-05-08
1,824,326
4,066,154
0.455065
0.378451
0.595669
0.02588
A
2015-05-15
3,077,108
8,510,997
0.389693
0.309812
0.663856
0.026331
A
2015-05-22
3,885,938
10,757,763
0.376997
0.360757
0.619385
0.019858
A
2015-05-29
3,641,052
10,251,228
0.387917
0.329476
0.642715
0.027808
A
2015-06-05
3,735,254
11,474,474
0.397432
0.303367
0.657931
0.038702
A
2015-06-12
2,451,616
7,321,794
0.374217
0.302046
0.641031
0.056923
A
2015-06-19
2,521,335
7,814,196
0.352948
0.288391
0.676397
0.035212
A
2015-06-26
4,708,326
16,792,066
0.346948
0.363336
0.613101
0.023563
A
2015-07-03
3,130,580
9,875,942
0.388058
0.318386
0.648309
0.033305
A
2015-07-10
4,808,951
10,476,153
0.432292
0.476619
0.500196
0.023185
A
2015-07-17
2,753,646
8,512,770
0.334877
0.337282
0.632982
0.029735
A
2015-07-24
2,925,650
6,899,248
0.421527
0.3228
0.648701
0.028499
A
2015-07-31
5,134,505
12,005,619
0.458103
0.451964
0.516587
0.031448
A
2015-08-07
2,427,661
6,343,838
0.397515
0.302096
0.664729
0.033174
A
2015-08-14
2,317,484
9,079,500
0.265142
0.290174
0.669242
0.040584
A
2015-08-21
5,659,023
14,806,679
0.45109
0.385439
0.548772
0.065789
A
2015-08-28
5,257,863
12,637,101
0.442907
0.281667
0.638646
0.079688
A
2015-09-04
4,264,456
9,993,255
0.461144
0.278
0.662349
0.059652
A
2015-09-11
2,307,043
4,950,946
0.448459
0.303192
0.672631
0.024176
A
2015-09-18
4,267,662
8,706,344
0.472851
0.259212
0.715408
0.02538
A
2015-09-25
3,730,585
9,040,177
0.439446
0.32281
0.649789
0.027401
A
2015-10-02
4,331,366
10,283,615
0.431118
0.28811
0.686008
0.025882
A
2015-10-09
3,713,447
9,757,291
0.440368
0.28613
0.689578
0.024292
A
2015-10-16
2,890,301
6,540,533
0.423377
0.343578
0.638051
0.018371
A
2015-10-23
6,231,592
11,793,328
0.526737
0.386636
0.566705
0.046659
A
2015-10-30
3,952,701
6,920,196
0.569786
0.363794
0.597307
0.038899
A
2015-11-06
3,675,105
6,465,533
0.583083
0.381267
0.55488
0.063852
A
2015-11-13
5,140,149
12,876,709
0.459099
0.325739
0.60418
0.070081
A
2015-11-20
8,926,658
23,127,709
0.457992
0.405368
0.558188
0.036444
A
2015-11-27
6,698,702
13,092,592
0.533283
0.445546
0.51837
0.036084
A
2015-12-04
7,493,911
16,607,116
0.450192
0.372509
0.59042
0.03707
A
2015-12-11
6,608,587
13,025,897
0.500815
0.379859
0.578802
0.041338
A
2015-12-18
4,251,849
9,094,771
0.451929
0.318077
0.6447
0.037223
A
2015-12-25
1,896,386
4,164,113
0.443306
0.307259
0.662105
0.030636
A
2016-01-01
1,928,763
3,874,490
0.477814
0.337092
0.626117
0.036791
A
2016-01-08
5,038,324
11,964,684
0.460387
0.315613
0.603365
0.081022
A
2016-01-15
4,830,682
10,990,192
0.448783
0.29901
0.667873
0.033116
A
2016-01-22
3,369,594
7,286,568
0.479391
0.31224
0.614541
0.073219
A
2016-01-29
3,735,029
8,363,619
0.432201
0.286343
0.693169
0.020489
A
2016-02-05
4,944,806
11,046,703
0.456635
0.349501
0.633038
0.017461
A
2016-02-12
5,665,605
14,163,988
0.436003
0.364179
0.615686
0.020134
A
2016-02-19
4,106,970
9,886,372
0.399325
0.303788
0.676729
0.019483
A
2016-02-26
2,418,900
5,374,840
0.46114
0.359206
0.616286
0.024509
A
2016-03-04
2,579,883
8,983,984
0.429569
0.34551
0.615226
0.039264
A
2016-03-11
2,125,325
5,772,830
0.430487
0.3849
0.580165
0.034935
A
2016-03-18
3,077,592
6,771,288
0.472448
0.400291
0.526463
0.073245
A
2016-03-25
1,678,813
5,056,381
0.35835
0.347149
0.556114
0.096737
A
2016-04-01
2,361,119
7,556,010
0.403789
0.335116
0.538413
0.12647
A
2016-04-08
2,915,775
7,510,858
0.427084
0.376483
0.493807
0.129711
A
2016-04-15
2,301,673
5,540,439
0.457519
0.393736
0.53529
0.070974
A
2016-04-22
2,746,709
5,833,805
0.507607
0.367882
0.589823
0.042295
A
2016-04-29
2,756,716
6,364,613
0.441465
0.358421
0.604221
0.037358
A
2016-05-06
2,556,431
5,135,954
0.519571
0.2858
0.68506
0.02914
A
2016-05-13
3,976,563
9,036,010
0.473756
0.325279
0.633572
0.041149
A
2016-05-20
6,690,286
15,911,866
0.439251
0.385014
0.579982
0.035003
A
2016-05-27
3,366,241
9,003,257
0.403333
0.365685
0.582149
0.052166
A
2016-06-03
2,498,485
7,139,493
0.386002
0.322157
0.577513
0.10033
A
2016-06-10
2,655,265
6,264,882
0.452178
0.431526
0.545566
0.022908
A
2016-06-17
4,101,944
8,983,566
0.46674
0.414677
0.467848
0.117475
A
2016-06-24
4,401,250
10,606,716
0.459239
0.461722
0.509848
0.02843
A
2016-07-01
5,574,668
12,723,541
0.442664
0.369908
0.570565
0.059527
A
2016-07-08
2,910,860
6,342,539
0.507102
0.42583
0.538473
0.035697
A
2016-07-15
2,817,497
6,166,330
0.483413
0.329727
0.639394
0.030879
A
2016-07-22
3,818,529
7,338,509
0.516794
0.337145
0.634047
0.028808
A
2016-07-29
3,390,802
7,171,290
0.502707
0.350865
0.603644
0.04549
A
2016-08-05
3,144,345
6,532,219
0.507974
0.321462
0.576723
0.101815
A
2016-08-12
2,678,955
5,027,645
0.515947
0.38404
0.534985
0.080975
A
2016-08-19
6,338,594
13,772,233
0.496665
0.409729
0.542496
0.047775
A
2016-08-26
3,719,527
7,505,528
0.501288
0.379112
0.577661
0.043226
A
2016-09-02
3,047,086
6,474,731
0.501796
0.377075
0.580079
0.042847
A
2016-09-09
2,357,300
5,157,134
0.474644
0.29894
0.649863
0.051196
A
2016-09-16
4,451,694
8,892,612
0.53098
0.319893
0.637165
0.042941
A
2016-09-23
3,444,595
7,421,910
0.482125
0.421683
0.541979
0.036337
A
2016-09-30
3,945,729
7,832,306
0.508088
0.444344
0.525358
0.030298