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
ZTO
2024-01-19
1,959,039
4,277,428
0.49417
0.028656
0.968681
0.002662
ZTO
2024-01-26
2,415,715
5,214,016
0.524076
0.048052
0.949277
0.002672
ZTO
2024-02-02
1,813,469
4,732,754
0.431404
0.030936
0.967495
0.001569
ZTO
2024-02-09
1,744,941
4,693,597
0.447503
0.024267
0.973243
0.002489
ZTO
2024-02-16
1,634,543
4,066,870
0.470836
0.033997
0.965284
0.000719
ZTO
2024-02-23
2,352,644
4,800,586
0.594116
0.048351
0.948258
0.003391
ZTO
2024-03-01
2,272,491
4,699,248
0.632849
0.028873
0.969759
0.001368
ZTO
2024-03-08
4,552,217
7,664,775
0.642502
0.022346
0.974422
0.003232
ZTO
2024-03-15
4,360,682
7,518,146
0.659436
0.028672
0.96665
0.004678
ZTO
2024-03-22
4,456,446
8,670,540
0.519963
0.021265
0.970445
0.00829
ZTO
2024-03-29
1,971,626
4,832,698
0.469654
0.026717
0.97178
0.001504
ZTO
2024-04-05
1,775,586
4,774,989
0.443102
0.02068
0.97744
0.001881
ZTO
2024-04-12
2,395,966
8,131,376
0.381362
0.030948
0.967602
0.00145
ZTO
2024-04-19
2,210,694
5,313,368
0.450021
0.042475
0.954116
0.003409
ZTO
2024-04-26
4,200,147
8,189,357
0.527005
0.027931
0.969138
0.00293
ZTO
2024-05-03
3,256,156
5,374,794
0.596299
0.025232
0.973778
0.000989
ZTO
2024-05-10
2,533,103
4,822,077
0.557147
0.011562
0.985673
0.002765
ZTO
2024-05-17
4,324,007
8,871,176
0.45774
0.016446
0.978301
0.005253
ZTO
2024-05-24
4,037,862
6,262,023
0.646479
0.019188
0.978522
0.00229
ZTO
2024-05-31
2,152,819
4,378,950
0.522114
0.013186
0.984384
0.00243
ZTO
2024-06-07
2,015,867
3,617,679
0.626223
0.017434
0.976515
0.006052
ZTO
2024-06-14
1,983,078
3,914,833
0.592914
0.014627
0.983239
0.002134
ZTO
2024-06-21
1,881,907
3,365,537
0.601745
0.013403
0.985408
0.001189
ZTO
2024-06-28
2,523,633
4,491,767
0.563489
0.020047
0.977017
0.002936
ZTO
2024-07-05
1,661,963
2,958,403
0.637159
0.02019
0.976831
0.002979
ZTO
2024-07-12
1,523,291
3,038,905
0.58671
0.025033
0.967267
0.007699
ZTO
2024-07-19
1,618,125
3,753,699
0.693422
0.023907
0.970608
0.005485
ZTO
2024-07-26
1,799,414
4,141,246
0.572236
0.030777
0.965097
0.004126
ZTO
2024-08-02
1,272,089
3,955,522
0.421283
0.017981
0.979432
0.002586
ZTO
2024-08-09
1,545,651
3,715,803
0.582004
0.022171
0.966311
0.011518
ZTO
2024-08-16
1,120,683
2,020,219
0.657072
0.0288
0.964959
0.006241
ZTO
2024-08-23
2,136,617
3,402,676
0.723088
0.026623
0.968741
0.004636
ZTO
2024-08-30
3,057,192
5,136,769
0.761393
0.011379
0.984943
0.003678
ZTO
2024-09-06
1,398,647
3,045,160
0.524435
0.022919
0.97414
0.00294
ZTO
2024-09-13
1,473,957
3,106,999
0.467249
0.02186
0.976713
0.001427
ZTO
2024-09-20
1,601,065
3,881,150
0.626287
0.020668
0.974509
0.004824
ZTO
2024-09-27
2,665,946
5,693,666
0.440503
0.022693
0.973272
0.004034
ZTO
2024-10-04
3,780,029
6,966,839
0.497328
0.016999
0.974838
0.008163
ZTO
2024-10-11
1,502,075
3,296,810
0.427619
0.010087
0.986089
0.003824
ZTO
2024-10-18
2,012,997
3,467,023
0.701377
0.015344
0.983828
0.000828
ZTO
2024-10-25
1,201,661
2,321,882
0.545921
0.018322
0.981295
0.000383
ZTO
2024-11-01
1,979,950
3,221,776
0.577631
0.013325
0.986416
0.000258
ZTO
2024-11-08
2,327,120
3,652,168
0.737137
0.020023
0.977973
0.002004
ZTO
2024-11-15
1,845,399
4,043,834
0.519277
0.01994
0.979844
0.000215
ZTO
2024-11-22
2,605,300
5,168,084
0.5325
0.048355
0.950042
0.001602
ZTO
2024-11-29
1,727,092
4,503,542
0.412105
0.018127
0.980948
0.000925
ZTO
2024-12-06
1,903,900
3,253,237
0.667545
0.023895
0.975935
0.00017
ZTO
2024-12-13
2,513,890
5,118,967
0.524304
0.026543
0.972254
0.001202
ZTO
2024-12-20
3,510,504
6,614,308
0.630549
0.031431
0.963971
0.004598
ZTO
2024-12-27
878,605
1,723,646
0.60722
0.018336
0.981533
0.000131
ZTO
2025-01-03
1,528,991
2,896,608
0.652916
0.022606
0.973629
0.003765
ZTO
2025-01-10
1,109,413
2,125,059
0.562333
0.032128
0.964351
0.003521
ZTO
2025-01-17
1,667,696
2,820,562
0.673659
0.035275
0.961438
0.003287
ZTO
2025-01-24
1,882,758
4,665,919
0.489742
0.022067
0.965876
0.012057
ZTO
2025-01-31
1,564,378
3,245,024
0.513921
0.036339
0.96269
0.00097
ZTO
2025-02-07
2,879,348
4,110,996
0.579467
0.010824
0.988513
0.000664
ZTO
2025-02-14
1,875,014
3,465,151
0.692942
0.033069
0.965591
0.00134
ZTO
2025-02-21
1,790,426
2,837,451
0.651537
0.028768
0.970433
0.000799
ZTO
2025-02-28
1,265,965
2,974,527
0.484315
0.020095
0.975844
0.004062
ZTO
2025-03-07
2,593,958
4,703,222
0.51901
0.02572
0.972574
0.001706
ZTO
2025-03-14
2,175,600
5,216,432
0.43949
0.019085
0.979374
0.001541
ZTO
2025-03-21
3,413,078
6,634,767
0.59364
0.026806
0.970688
0.002506
ZTO
2025-03-28
1,381,450
2,770,916
0.570404
0.010639
0.987073
0.002288
ZTO
2025-04-04
1,013,389
1,742,508
0.45609
0.010574
0.987872
0.001554
ZTO
2025-04-11
4,341,515
8,192,590
0.538744
0.022337
0.973781
0.003882
ZTO
2025-04-18
1,199,469
2,119,496
0.630513
0.016653
0.982398
0.000949
ZTO
2025-04-25
1,920,973
3,290,476
0.62794
0.013325
0.985956
0.000719
ZTO
2025-05-02
1,288,814
2,528,457
0.506428
0.018554
0.980791
0.000656
ZTO
2025-05-09
1,216,887
2,477,174
0.539951
0.030317
0.968777
0.000905
ZTO
2025-05-16
2,798,989
5,909,250
0.450627
0.019075
0.979903
0.001021
ZTO
2025-05-23
3,548,022
6,932,010
0.520843
0.029694
0.969339
0.000967
ZTO
2025-05-30
2,745,223
4,774,636
0.647532
0.025624
0.972938
0.001438
ZTO
2025-06-06
1,629,193
2,886,588
0.577048
0.038988
0.961012
0
ZTO
2025-06-13
1,305,424
2,534,966
0.58569
0.04262
0.95738
0
ZTO
2025-06-20
681,320
1,466,934
0.523764
0.014897
0.985103
0
ZTO
2025-06-27
1,303,928
2,080,418
0.684732
0.018585
0.981415
0
ZTO
2025-07-04
880,380
1,256,883
0.746446
0.02431
0.97569
0
ZTO
2025-07-11
1,500,531
3,668,457
0.590706
0.050947
0.949053
0
ZTO
2025-07-18
1,417,620
2,334,259
0.67586
0.055188
0.944812
0
ZTO
2025-07-25
1,864,845
3,564,539
0.61228
0.034222
0.965778
0
ZTO
2025-08-01
2,051,194
3,163,609
0.746453
0.025112
0.974888
0
ZTO
2025-08-08
2,213,255
3,307,812
0.667362
0.033003
0.966997
0
ZTO
2025-08-15
1,050,145
1,907,479
0.614531
0.018169
0.981831
0
ZTO
2025-08-22
2,369,795
4,156,157
0.628165
0.031523
0.968477
0
ZTO
2025-08-29
1,386,184
2,315,420
0.641792
0.039783
0.960217
0
ZTO
2025-09-05
1,133,617
1,757,573
0.714379
0.025234
0.974766
0
ZTO
2025-09-12
1,405,836
2,173,546
0.698212
0.022953
0.977047
0
ZTO
2025-09-19
1,334,662
2,248,354
0.715363
0.031629
0.968371
0
ZTO
2025-09-26
2,105,758
3,446,404
0.663302
0.039246
0.960754
0
ZTO
2025-10-03
1,623,689
2,409,491
0.683311
0.026489
0.973511
0
ZTO
2025-10-10
1,904,940
2,739,310
0.719416
0.025383
0.974617
0
ZTO
2025-10-17
1,644,670
2,328,352
0.76065
0.032957
0.967043
0
ZTO
2025-10-24
997,112
1,508,538
0.690155
0.031912
0.968088
0
ZTO
2025-10-31
1,489,198
2,058,319
0.72334
0.02603
0.97397
0
ZTO
2025-11-07
1,442,806
2,236,453
0.696817
0.042173
0.957827
0
ZTO
2025-11-14
1,258,087
2,173,545
0.633652
0.027722
0.972278
0
ZTO
2025-11-21
1,282,125
2,282,245
0.595265
0.028774
0.971226
0
ZTO
2025-11-28
1,270,069
2,691,080
0.509812
0.020499
0.979501
0
ZTO
2025-12-05
1,299,227
2,808,273
0.51343
0.035644
0.964356
0
ZTO
2025-12-12
1,042,886
2,844,054
0.403502
0.033871
0.966129
0