Datasets:
paperswithbacktest
/
Stocks-Weekly-ShortVolume

Dataset card Data Studio Files
xet
 Community
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
ZLAB
2025-12-05
125,166
263,201
0.516486
0.028447
0.971553
0
ZLAB
2025-12-12
126,065
251,228
0.382029
0.025989
0.974011
0
ZLAB
2025-12-19
239,121
455,044
0.494443
0.086025
0.913975
0
ZLAB
2025-12-26
105,462
221,001
0.390946
0.02176
0.97824
0
ZLAB
2026-01-02
105,319
235,022
0.506966
0.026531
0.973469
0
ZLAB
2026-01-09
178,964
388,060
0.406362
0.05066
0.94934
0
ZLAB
2026-01-16
117,470
292,976
0.482879
0.03245
0.96755
0
ZLAB
2026-01-23
71,293
177,853
0.318997
0.023379
0.976621
0
ZLAB
2026-01-30
114,290
270,750
0.379494
0.030458
0.969542
0
ZM
2019-04-19
6,027,733
12,582,035
0.51651
0.674023
0.251906
0.07407
ZM
2019-04-26
9,687,606
17,375,382
0.607128
0.818691
0.150168
0.03114
ZM
2019-05-03
5,043,980
9,554,615
0.502794
0.845347
0.138383
0.016271
ZM
2019-05-10
3,167,412
5,868,535
0.615275
0.854333
0.099557
0.046109
ZM
2019-05-17
5,518,227
10,660,084
0.641901
0.877237
0.095105
0.027659
ZM
2019-05-24
5,159,429
9,392,337
0.665033
0.871212
0.117377
0.011412
ZM
2019-05-31
2,311,396
4,481,877
0.599881
0.855878
0.134036
0.010087
ZM
2019-06-07
4,225,517
10,008,087
0.561381
0.801248
0.173202
0.025551
ZM
2019-06-14
5,133,392
11,726,879
0.54344
0.857218
0.126893
0.015889
ZM
2019-06-21
3,297,808
7,428,478
0.562897
0.77761
0.203466
0.018924
ZM
2019-06-28
3,780,078
11,394,973
0.45898
0.794697
0.185606
0.019697
ZM
2019-07-05
3,242,974
7,767,395
0.567284
0.774945
0.198194
0.026861
ZM
2019-07-12
2,631,019
6,218,800
0.542034
0.762308
0.207952
0.02974
ZM
2019-07-19
3,274,856
8,072,803
0.536792
0.795963
0.179452
0.024584
ZM
2019-07-26
2,683,959
6,310,935
0.566674
0.791162
0.191922
0.016916
ZM
2019-08-02
2,444,470
6,489,794
0.491945
0.796169
0.185078
0.018753
ZM
2019-08-09
1,657,053
3,689,388
0.622646
0.750816
0.225303
0.023881
ZM
2019-08-16
1,397,032
3,590,819
0.548852
0.726393
0.239121
0.034486
ZM
2019-08-23
1,273,120
3,289,085
0.575299
0.719161
0.249849
0.03099
ZM
2019-08-30
1,261,291
2,998,529
0.505238
0.740032
0.228519
0.03145
ZM
2019-09-06
6,061,929
10,835,191
0.572637
0.737992
0.183602
0.078406
ZM
2019-09-13
5,342,953
9,803,858
0.575959
0.731671
0.19175
0.076579
ZM
2019-09-20
3,368,925
5,593,903
0.633453
0.752733
0.230639
0.016628
ZM
2019-09-27
2,615,601
4,798,037
0.632309
0.751219
0.226499
0.022282
ZM
2019-10-04
2,586,224
5,344,451
0.526847
0.786173
0.199518
0.014309
ZM
2019-10-11
3,381,887
6,161,136
0.647474
0.736975
0.248043
0.014983
ZM
2019-10-18
6,786,395
17,104,841
0.472013
0.678817
0.245896
0.075287
ZM
2019-10-25
4,807,771
10,921,681
0.48245
0.683786
0.239109
0.077105
ZM
2019-11-01
6,121,613
11,912,626
0.442983
0.77206
0.155041
0.0729
ZM
2019-11-08
1,809,151
4,317,939
0.43548
0.709498
0.218098
0.072404
ZM
2019-11-15
1,854,698
4,978,994
0.43967
0.630869
0.323063
0.046068
ZM
2019-11-22
2,422,472
6,219,819
0.372796
0.748979
0.211212
0.039809
ZM
2019-11-29
1,452,470
3,133,923
0.448018
0.779519
0.177751
0.042729
ZM
2019-12-06
7,155,787
12,998,301
0.545741
0.7772
0.184144
0.038656
ZM
2019-12-13
5,253,951
12,221,691
0.498038
0.723813
0.190221
0.085966
ZM
2019-12-20
2,682,651
6,710,368
0.455271
0.707257
0.190364
0.102379
ZM
2019-12-27
985,483
2,615,912
0.428409
0.684902
0.276763
0.038335
ZM
2020-01-03
1,209,648
2,909,012
0.461208
0.76694
0.196296
0.036764
ZM
2020-01-10
5,370,332
11,030,045
0.484384
0.806384
0.166821
0.026795
ZM
2020-01-17
5,043,835
9,383,892
0.624659
0.714248
0.152742
0.13301
ZM
2020-01-24
2,064,500
3,562,066
0.647338
0.757129
0.197269
0.045602
ZM
2020-01-31
3,391,776
5,849,111
0.593508
0.701375
0.18285
0.115775
ZM
2020-02-07
14,039,532
22,736,086
0.658234
0.719193
0.249237
0.03157
ZM
2020-02-14
4,374,920
7,948,306
0.538361
0.725071
0.242443
0.032486
ZM
2020-02-21
11,318,546
19,974,184
0.596221
0.750866
0.229124
0.02001
ZM
2020-02-28
22,900,127
44,858,259
0.551314
0.740043
0.227572
0.032384
ZM
2020-03-06
28,748,796
60,099,793
0.550402
0.731889
0.211097
0.057014
ZM
2020-03-13
16,350,766
39,513,108
0.489597
0.70243
0.230078
0.067492
ZM
2020-03-20
24,007,273
53,325,228
0.483483
0.724854
0.248388
0.026757
ZM
2020-03-27
30,494,727
59,431,125
0.483924
0.80652
0.176018
0.017462
ZM
2020-04-03
30,096,169
52,305,104
0.556221
0.795702
0.183999
0.020299
ZM
2020-04-10
34,765,227
57,167,786
0.645944
0.771286
0.200234
0.02848
ZM
2020-04-17
30,322,083
46,342,858
0.642638
0.747981
0.231295
0.020724
ZM
2020-04-24
46,992,492
70,875,352
0.646183
0.715026
0.230923
0.054051
ZM
2020-05-01
39,789,241
61,313,215
0.630512
0.746151
0.200129
0.05372
ZM
2020-05-08
16,366,550
26,359,688
0.669687
0.737791
0.238683
0.023526
ZM
2020-05-15
19,161,136
31,395,850
0.59958
0.769858
0.211162
0.01898
ZM
2020-05-22
11,629,141
23,609,024
0.515085
0.746768
0.221614
0.031618
ZM
2020-05-29
12,673,355
22,437,176
0.571657
0.727032
0.237648
0.03532
ZM
2020-06-05
54,810,613
88,659,453
0.604114
0.772211
0.206899
0.02089
ZM
2020-06-12
21,294,343
39,582,092
0.541554
0.648127
0.257253
0.094619
ZM
2020-06-19
18,441,158
33,599,206
0.582571
0.694625
0.273564
0.031811
ZM
2020-06-26
15,372,872
29,799,068
0.580599
0.673949
0.286502
0.03955
ZM
2020-07-03
8,858,511
17,486,458
0.539411
0.617447
0.338828
0.043725
ZM
2020-07-10
11,551,904
23,456,117
0.617984
0.662601
0.293014
0.044385
ZM
2020-07-17
13,361,798
22,472,279
0.615941
0.70218
0.263308
0.034513
ZM
2020-07-24
8,675,140
19,572,187
0.531909
0.698929
0.275617
0.025454
ZM
2020-07-31
7,117,173
14,685,633
0.536025
0.691877
0.270247
0.037876
ZM
2020-08-07
8,469,483
15,665,535
0.618155
0.691614
0.271547
0.036839
ZM
2020-08-14
8,734,478
19,032,482
0.529726
0.708617
0.263501
0.027882
ZM
2020-08-21
11,960,515
25,020,030
0.565642
0.605094
0.306645
0.088261
ZM
2020-08-28
10,999,958
20,162,240
0.551103
0.691764
0.228375
0.079861
ZM
2020-09-04
49,006,506
92,307,529
0.509418
0.780474
0.156615
0.062911
ZM
2020-09-11
21,710,679
34,686,447
0.620235
0.817948
0.167681
0.014371
ZM
2020-09-18
19,491,536
30,780,278
0.66733
0.799864
0.184817
0.01532
ZM
2020-09-25
40,980,510
67,038,960
0.659952
0.837768
0.145396
0.016837
ZM
2020-10-02
28,917,001
46,788,945
0.578119
0.880231
0.108011
0.011757
ZM
2020-10-09
13,622,559
21,851,847
0.624646
0.786081
0.195493
0.018426
ZM
2020-10-16
23,095,715
38,649,525
0.633372
0.761769
0.220834
0.017396
ZM
2020-10-23
22,519,140
36,454,657
0.648154
0.814289
0.172499
0.013211
ZM
2020-10-30
19,430,485
31,450,641
0.66427
0.80139
0.182377
0.016233
ZM
2020-11-06
15,176,926
24,032,988
0.656963
0.753102
0.172352
0.074547
ZM
2020-11-13
34,634,254
61,331,120
0.570952
0.779448
0.148466
0.072086
ZM
2020-11-20
15,250,770
36,131,029
0.496134
0.784425
0.197398
0.018176
ZM
2020-11-27
9,198,700
21,627,347
0.484704
0.763208
0.218796
0.017997
ZM
2020-12-04
20,480,210
38,681,545
0.549333
0.774519
0.201154
0.024327
ZM
2020-12-11
8,338,048
18,718,119
0.548973
0.722294
0.251413
0.026293
ZM
2020-12-18
6,288,390
15,589,943
0.507505
0.67232
0.29138
0.0363
ZM
2020-12-25
7,370,465
17,083,343
0.543783
0.726432
0.24366
0.029907
ZM
2021-01-01
7,987,824
19,042,160
0.533988
0.703861
0.268648
0.027492
ZM
2021-01-08
8,438,070
20,216,845
0.501818
0.6715
0.302595
0.025905