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
2022-02-18
2,010,485
5,621,294
0.428582
0.278931
0.699586
0.021483
ZTO
2022-02-25
4,074,135
7,863,914
0.562693
0.388557
0.595057
0.016385
ZTO
2022-03-04
3,548,281
7,078,244
0.557614
0.349108
0.623013
0.027879
ZTO
2022-03-11
7,122,610
19,752,684
0.363839
0.460476
0.516642
0.022881
ZTO
2022-03-18
9,469,507
26,675,789
0.37115
0.466532
0.505809
0.027659
ZTO
2022-03-25
3,592,107
9,840,763
0.430334
0.314788
0.66433
0.020882
ZTO
2022-04-01
2,792,994
7,641,141
0.453287
0.311403
0.668079
0.020518
ZTO
2022-04-08
5,524,342
15,336,625
0.402699
0.418311
0.554034
0.027656
ZTO
2022-04-15
5,314,097
10,828,298
0.544205
0.442151
0.537955
0.019894
ZTO
2022-04-22
4,711,396
13,383,994
0.448925
0.388447
0.593756
0.017797
ZTO
2022-04-29
8,294,832
16,074,817
0.529321
0.363046
0.622216
0.014738
ZTO
2022-05-06
5,218,757
10,276,922
0.566453
0.42954
0.546546
0.023914
ZTO
2022-05-13
4,788,436
8,107,141
0.634915
0.31465
0.670339
0.015011
ZTO
2022-05-20
3,500,902
5,454,379
0.653234
0.326715
0.657849
0.015436
ZTO
2022-05-27
4,500,563
7,903,819
0.610379
0.327867
0.624655
0.047478
ZTO
2022-06-03
5,037,597
10,811,388
0.50528
0.234246
0.747308
0.018446
ZTO
2022-06-10
4,399,292
8,960,768
0.47604
0.345226
0.631001
0.023773
ZTO
2022-06-17
3,209,610
8,010,275
0.45387
0.339186
0.635776
0.025038
ZTO
2022-06-24
2,609,781
7,907,013
0.424822
0.277045
0.696982
0.025973
ZTO
2022-07-01
3,099,575
10,184,857
0.44222
0.337349
0.643383
0.019267
ZTO
2022-07-08
2,182,250
6,571,708
0.43876
0.372884
0.609608
0.017508
ZTO
2022-07-15
3,725,448
8,516,812
0.474429
0.29222
0.691534
0.016246
ZTO
2022-07-22
2,433,434
6,942,338
0.428164
0.258438
0.697415
0.044147
ZTO
2022-07-29
1,811,426
3,810,890
0.592552
0.266164
0.715719
0.018117
ZTO
2022-08-05
2,926,363
4,442,520
0.628964
0.306232
0.678171
0.015597
ZTO
2022-08-12
2,054,790
5,787,008
0.419531
0.267415
0.714319
0.018266
ZTO
2022-08-19
3,223,594
7,383,581
0.513755
0.361782
0.617875
0.020343
ZTO
2022-08-26
13,943,098
24,859,755
0.563035
0.507465
0.471511
0.021024
ZTO
2022-09-02
6,863,775
11,550,945
0.610959
0.559049
0.425583
0.015368
ZTO
2022-09-09
3,585,383
8,642,457
0.465208
0.439
0.537944
0.023056
ZTO
2022-09-16
5,655,050
14,468,445
0.44727
0.403493
0.570074
0.026433
ZTO
2022-09-23
4,822,216
8,358,746
0.632543
0.503889
0.475377
0.020734
ZTO
2022-09-30
4,600,186
9,376,663
0.569163
0.415421
0.501005
0.083575
ZTO
2022-10-07
4,541,027
8,449,414
0.620063
0.344834
0.565923
0.089243
ZTO
2022-10-14
4,413,529
8,258,075
0.625112
0.48798
0.412614
0.099406
ZTO
2022-10-21
2,686,891
5,580,845
0.525582
0.404307
0.564653
0.03104
ZTO
2022-10-28
9,651,768
30,776,892
0.386528
0.526338
0.443392
0.030269
ZTO
2022-11-04
4,699,084
10,099,167
0.430957
0.362956
0.607317
0.029727
ZTO
2022-11-11
3,717,700
7,246,197
0.513412
0.418687
0.556903
0.02441
ZTO
2022-11-18
4,933,403
8,691,364
0.590438
0.441723
0.539325
0.018953
ZTO
2022-11-25
3,325,208
7,213,920
0.55907
0.472171
0.503148
0.024681
ZTO
2022-12-02
10,432,092
16,258,791
0.573417
0.474073
0.505174
0.020753
ZTO
2022-12-09
6,487,801
11,126,310
0.538255
0.445689
0.531052
0.023259
ZTO
2022-12-16
4,016,047
7,431,431
0.557495
0.428144
0.55216
0.019696
ZTO
2022-12-23
2,164,153
4,695,558
0.498034
0.351264
0.630741
0.017996
ZTO
2022-12-30
1,347,207
2,567,983
0.538836
0.382715
0.593447
0.023838
ZTO
2023-01-06
3,664,660
6,035,310
0.609962
0.535906
0.447765
0.016329
ZTO
2023-01-13
4,448,638
8,484,093
0.559424
0.45048
0.520726
0.028794
ZTO
2023-01-20
3,547,384
5,531,800
0.614117
0.495316
0.489386
0.015298
ZTO
2023-01-27
3,081,628
4,563,825
0.69848
0.491236
0.490341
0.018423
ZTO
2023-02-03
3,559,074
6,315,800
0.637356
0.378078
0.597749
0.024172
ZTO
2023-02-10
5,022,250
6,926,354
0.695471
0.316327
0.663519
0.020153
ZTO
2023-02-17
4,427,500
8,678,078
0.623362
0.428339
0.539934
0.031728
ZTO
2023-02-24
3,576,945
5,514,609
0.665622
0.332941
0.642175
0.024884
ZTO
2023-03-03
10,263,641
20,156,473
0.589631
0.489784
0.483999
0.026216
ZTO
2023-03-10
4,605,923
9,161,595
0.581333
0.388783
0.581534
0.029683
ZTO
2023-03-17
7,225,873
13,532,684
0.547955
0.424285
0.538014
0.037702
ZTO
2023-03-24
6,410,006
10,029,751
0.597627
0.440063
0.537095
0.022843
ZTO
2023-03-31
3,629,992
8,136,899
0.488358
0.360739
0.607164
0.032097
ZTO
2023-04-07
2,330,042
5,266,632
0.573399
0.493369
0.473372
0.033259
ZTO
2023-04-14
3,354,177
5,903,503
0.561806
0.318008
0.646899
0.035093
ZTO
2023-04-21
2,897,331
4,956,207
0.624015
0.357457
0.590264
0.052279
ZTO
2023-04-28
4,229,880
8,335,197
0.559814
0.359532
0.594919
0.045549
ZTO
2023-05-05
3,121,451
5,358,020
0.669087
0.36942
0.593622
0.036958
ZTO
2023-05-12
5,824,016
11,041,747
0.624049
0.369288
0.590743
0.039969
ZTO
2023-05-19
6,431,485
15,336,924
0.498366
0.355054
0.592099
0.052847
ZTO
2023-05-26
4,874,785
7,882,096
0.636106
0.367517
0.574984
0.057499
ZTO
2023-06-02
4,949,750
10,172,275
0.58546
0.393535
0.576376
0.030089
ZTO
2023-06-09
1,714,169
3,713,121
0.499784
0.399071
0.60025
0.000678
ZTO
2023-06-16
5,167,167
8,132,044
0.666063
0.364496
0.632197
0.003307
ZTO
2023-06-23
4,447,619
7,156,208
0.656548
0.317132
0.681284
0.001584
ZTO
2023-06-30
4,310,868
7,248,084
0.614647
0.225883
0.773084
0.001033
ZTO
2023-07-07
1,538,221
2,870,890
0.589625
0.029957
0.969217
0.000826
ZTO
2023-07-14
2,140,545
3,951,953
0.594767
0.023747
0.975099
0.001154
ZTO
2023-07-21
981,078
2,216,938
0.554988
0.016789
0.981189
0.002022
ZTO
2023-07-28
1,770,046
3,398,063
0.56404
0.017079
0.978925
0.003996
ZTO
2023-08-04
1,696,453
2,874,261
0.637145
0.013721
0.983807
0.002472
ZTO
2023-08-11
1,187,753
2,109,676
0.670621
0.015943
0.983223
0.000834
ZTO
2023-08-18
2,516,301
4,191,723
0.618444
0.018211
0.9794
0.002388
ZTO
2023-08-25
2,613,664
4,444,186
0.668859
0.02093
0.977804
0.001266
ZTO
2023-09-01
4,043,178
6,272,643
0.619657
0.017354
0.98092
0.001726
ZTO
2023-09-08
2,104,708
3,233,289
0.604621
0.016293
0.982031
0.001676
ZTO
2023-09-15
3,783,058
6,569,641
0.52907
0.030457
0.965367
0.004177
ZTO
2023-09-22
1,983,336
3,989,276
0.572687
0.051683
0.94513
0.003187
ZTO
2023-09-29
1,689,958
3,128,168
0.616948
0.037242
0.956286
0.006473
ZTO
2023-10-06
1,783,029
2,899,510
0.62256
0.02942
0.964874
0.005705
ZTO
2023-10-13
1,433,569
2,875,860
0.534517
0.020977
0.975536
0.003488
ZTO
2023-10-20
1,672,477
2,918,665
0.577855
0.017839
0.980453
0.001709
ZTO
2023-10-27
1,764,028
3,070,757
0.64139
0.022309
0.975917
0.001774
ZTO
2023-11-03
1,534,353
2,789,211
0.536195
0.008936
0.988172
0.002892
ZTO
2023-11-10
1,638,501
2,669,223
0.559444
0.013528
0.985369
0.001103
ZTO
2023-11-17
3,366,942
6,358,390
0.413743
0.016177
0.981707
0.002116
ZTO
2023-11-24
2,068,632
3,313,739
0.594644
0.02955
0.967203
0.003246
ZTO
2023-12-01
2,464,668
5,119,277
0.557581
0.037
0.959399
0.003601
ZTO
2023-12-08
1,897,209
4,471,817
0.554935
0.020534
0.972605
0.00686
ZTO
2023-12-15
2,999,001
6,169,823
0.531341
0.012312
0.986571
0.001117
ZTO
2023-12-22
1,664,647
4,233,988
0.511678
0.022076
0.976384
0.00154
ZTO
2023-12-29
1,529,373
2,698,976
0.569335
0.033979
0.963841
0.00218
ZTO
2024-01-05
1,605,197
2,644,865
0.640569
0.031993
0.966597
0.00141
ZTO
2024-01-12
2,211,058
4,759,013
0.610982
0.035253
0.961912
0.002835