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
ZUMZ
2018-03-23
462,951
1,248,307
0.397814
0.769935
0.21137
0.018695
ZUMZ
2018-03-30
296,921
762,429
0.40416
0.790239
0.186989
0.022771
ZUMZ
2018-04-06
454,587
1,076,994
0.456005
0.802383
0.176249
0.021369
ZUMZ
2018-04-13
395,590
843,766
0.47377
0.819242
0.161658
0.0191
ZUMZ
2018-04-20
513,027
925,329
0.523205
0.771274
0.207332
0.021394
ZUMZ
2018-04-27
491,898
953,043
0.540208
0.699359
0.171742
0.128899
ZUMZ
2018-05-04
321,981
690,674
0.498772
0.741384
0.228562
0.030054
ZUMZ
2018-05-11
472,111
1,005,729
0.491231
0.794317
0.194841
0.010842
ZUMZ
2018-05-18
391,615
856,541
0.533129
0.782119
0.200319
0.017562
ZUMZ
2018-05-25
297,048
543,135
0.600662
0.77623
0.207932
0.015838
ZUMZ
2018-06-01
300,492
551,719
0.539112
0.736191
0.252046
0.011763
ZUMZ
2018-06-08
2,720,073
5,208,188
0.570029
0.815282
0.17802
0.006698
ZUMZ
2018-06-15
1,089,225
2,181,486
0.529396
0.747121
0.232912
0.019967
ZUMZ
2018-06-22
867,529
1,711,078
0.62951
0.72621
0.257782
0.016008
ZUMZ
2018-06-29
796,212
1,077,401
0.713695
0.636523
0.349068
0.014409
ZUMZ
2018-07-06
791,062
1,164,735
0.669128
0.681201
0.296035
0.022764
ZUMZ
2018-07-13
937,942
1,406,945
0.663548
0.755104
0.219428
0.025468
ZUMZ
2018-07-20
669,374
1,004,276
0.684681
0.731672
0.24302
0.025308
ZUMZ
2018-07-27
736,504
1,163,086
0.687025
0.762168
0.21094
0.026892
ZUMZ
2018-08-03
865,794
1,331,719
0.692419
0.7882
0.184351
0.027449
ZUMZ
2018-08-10
1,073,372
1,903,491
0.652463
0.731222
0.253439
0.015339
ZUMZ
2018-08-17
863,118
1,590,118
0.636321
0.710841
0.266235
0.022924
ZUMZ
2018-08-24
707,978
1,295,518
0.643527
0.67062
0.305969
0.023411
ZUMZ
2018-08-31
603,518
917,850
0.669365
0.688613
0.292117
0.019269
ZUMZ
2018-09-07
1,122,271
1,930,367
0.592925
0.710631
0.266095
0.023275
ZUMZ
2018-09-14
737,521
1,295,155
0.597764
0.706422
0.267559
0.026019
ZUMZ
2018-09-21
506,008
809,689
0.66983
0.67963
0.296423
0.023947
ZUMZ
2018-09-28
729,806
1,114,930
0.685089
0.68371
0.290431
0.025859
ZUMZ
2018-10-05
446,679
764,072
0.564238
0.673087
0.316533
0.01038
ZUMZ
2018-10-12
599,698
1,227,327
0.51729
0.614392
0.373202
0.012407
ZUMZ
2018-10-19
437,659
835,118
0.606779
0.650702
0.329594
0.019704
ZUMZ
2018-10-26
413,520
989,298
0.514975
0.571752
0.415051
0.013198
ZUMZ
2018-11-02
577,021
1,025,542
0.574127
0.598133
0.387656
0.014211
ZUMZ
2018-11-09
1,081,491
1,906,166
0.542718
0.568619
0.359442
0.071939
ZUMZ
2018-11-16
500,468
804,233
0.691572
0.571207
0.284696
0.144097
ZUMZ
2018-11-23
548,791
888,086
0.576112
0.699617
0.270779
0.029604
ZUMZ
2018-11-30
691,797
1,272,209
0.579724
0.707612
0.252144
0.040244
ZUMZ
2018-12-07
1,029,081
2,122,210
0.528926
0.726401
0.241269
0.03233
ZUMZ
2018-12-14
875,387
1,798,057
0.551929
0.599374
0.353127
0.047499
ZUMZ
2018-12-21
553,815
1,225,351
0.544256
0.577857
0.347415
0.074728
ZUMZ
2018-12-28
275,727
598,985
0.518915
0.595321
0.34103
0.063649
ZUMZ
2019-01-04
303,661
647,584
0.572466
0.596714
0.335722
0.067564
ZUMZ
2019-01-11
663,087
1,341,242
0.570305
0.638007
0.315361
0.046632
ZUMZ
2019-01-18
629,253
1,082,735
0.643984
0.658112
0.299516
0.042373
ZUMZ
2019-01-25
355,317
713,421
0.536384
0.629012
0.304594
0.066395
ZUMZ
2019-02-01
755,119
1,148,499
0.679134
0.641027
0.315228
0.043746
ZUMZ
2019-02-08
1,406,851
1,832,553
0.692432
0.768366
0.194967
0.036667
ZUMZ
2019-02-15
318,291
615,081
0.577679
0.659578
0.269455
0.070967
ZUMZ
2019-02-22
706,754
1,012,452
0.732607
0.61547
0.276008
0.108522
ZUMZ
2019-03-01
650,535
948,405
0.707539
0.657374
0.238742
0.103884
ZUMZ
2019-03-08
1,080,049
1,494,103
0.732276
0.743487
0.209916
0.046597
ZUMZ
2019-03-15
1,749,661
2,734,360
0.666873
0.709045
0.246405
0.044551
ZUMZ
2019-03-22
787,551
1,291,171
0.605911
0.654608
0.287832
0.05756
ZUMZ
2019-03-29
537,959
940,881
0.550612
0.607263
0.33212
0.060617
ZUMZ
2019-04-05
464,354
833,036
0.633565
0.661749
0.292144
0.046107
ZUMZ
2019-04-12
446,657
748,079
0.67571
0.599965
0.289628
0.110406
ZUMZ
2019-04-19
259,389
625,677
0.502432
0.599003
0.273711
0.127285
ZUMZ
2019-04-26
384,759
726,937
0.491185
0.617413
0.240898
0.141689
ZUMZ
2019-05-03
384,188
754,749
0.510552
0.685189
0.215076
0.099735
ZUMZ
2019-05-10
305,651
654,937
0.498741
0.554904
0.247668
0.197428
ZUMZ
2019-05-17
404,637
867,823
0.512407
0.647485
0.281535
0.07098
ZUMZ
2019-05-24
300,282
690,695
0.518061
0.615528
0.296127
0.088345
ZUMZ
2019-05-31
431,274
694,866
0.614974
0.666927
0.253076
0.079997
ZUMZ
2019-06-07
1,637,613
2,457,633
0.642368
0.685231
0.239425
0.075343
ZUMZ
2019-06-14
963,861
1,723,178
0.553879
0.656864
0.267765
0.07537
ZUMZ
2019-06-21
669,964
1,114,851
0.656944
0.614723
0.298905
0.086372
ZUMZ
2019-06-28
501,700
960,907
0.534517
0.613426
0.318533
0.068041
ZUMZ
2019-07-05
242,283
396,442
0.704105
0.641134
0.292965
0.065901
ZUMZ
2019-07-12
350,148
870,181
0.501437
0.641692
0.29849
0.059818
ZUMZ
2019-07-19
419,192
756,890
0.605382
0.549782
0.365156
0.085063
ZUMZ
2019-07-26
410,336
676,221
0.600096
0.613505
0.273367
0.113127
ZUMZ
2019-08-02
367,807
608,473
0.606985
0.681774
0.250737
0.067489
ZUMZ
2019-08-09
298,786
664,290
0.490332
0.622461
0.269276
0.108263
ZUMZ
2019-08-16
538,285
790,447
0.669323
0.638003
0.274294
0.087703
ZUMZ
2019-08-23
279,787
551,432
0.501557
0.544429
0.310195
0.145376
ZUMZ
2019-08-30
335,695
706,962
0.49508
0.613704
0.241538
0.144758
ZUMZ
2019-09-06
1,367,967
3,599,811
0.478236
0.631406
0.225342
0.143252
ZUMZ
2019-09-13
984,267
2,432,571
0.436442
0.570849
0.298259
0.130892
ZUMZ
2019-09-20
1,120,353
1,590,787
0.677814
0.688852
0.233253
0.077895
ZUMZ
2019-09-27
428,103
964,800
0.421889
0.636699
0.283652
0.079649
ZUMZ
2019-10-04
495,898
972,584
0.539186
0.631443
0.300523
0.068034
ZUMZ
2019-10-11
374,726
970,571
0.484955
0.604172
0.297416
0.098412
ZUMZ
2019-10-18
457,159
1,133,605
0.496845
0.636325
0.205584
0.158091
ZUMZ
2019-10-25
439,630
1,066,943
0.493255
0.644418
0.192079
0.163502
ZUMZ
2019-11-01
263,866
551,444
0.523636
0.56234
0.258984
0.178676
ZUMZ
2019-11-08
319,092
721,499
0.502309
0.595998
0.306066
0.097937
ZUMZ
2019-11-15
307,319
579,494
0.592106
0.650849
0.221371
0.12778
ZUMZ
2019-11-22
441,265
960,738
0.516279
0.620086
0.271997
0.107917
ZUMZ
2019-11-29
788,162
1,221,469
0.654942
0.6856
0.223918
0.090482
ZUMZ
2019-12-06
1,768,262
3,379,170
0.512143
0.67343
0.251301
0.075269
ZUMZ
2019-12-13
876,606
1,991,039
0.480192
0.683505
0.187893
0.128603
ZUMZ
2019-12-20
584,447
1,175,667
0.476456
0.63895
0.218724
0.142326
ZUMZ
2019-12-27
220,165
493,701
0.46732
0.64757
0.268623
0.083806
ZUMZ
2020-01-03
401,987
849,234
0.477995
0.597938
0.312474
0.089588
ZUMZ
2020-01-10
316,014
846,095
0.424844
0.589079
0.325991
0.084931
ZUMZ
2020-01-17
624,648
1,652,102
0.437711
0.600024
0.222453
0.177523
ZUMZ
2020-01-24
507,601
1,016,313
0.529444
0.730457
0.204953
0.06459
ZUMZ
2020-01-31
362,255
819,085
0.501882
0.472137
0.317546
0.210317
ZUMZ
2020-02-07
252,974
537,465
0.522749
0.531811
0.34759
0.120598
ZUMZ
2020-02-14
298,492
568,237
0.614315
0.557717
0.316763
0.125521