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
ACTG
2020-03-27
269,009
765,892
0.448109
0.575427
0.354917
0.069656
ACTG
2020-04-03
260,670
835,751
0.374728
0.650562
0.225369
0.124069
ACTG
2020-04-10
318,121
690,551
0.500084
0.747676
0.19009
0.062234
ACTG
2020-04-17
288,687
598,918
0.586655
0.684529
0.25849
0.056981
ACTG
2020-04-24
228,568
494,606
0.509647
0.736739
0.179057
0.084205
ACTG
2020-05-01
125,952
391,496
0.435267
0.621521
0.281179
0.0973
ACTG
2020-05-08
150,154
379,873
0.5895
0.621013
0.343996
0.034991
ACTG
2020-05-15
243,003
575,963
0.540438
0.70264
0.249692
0.047668
ACTG
2020-05-22
203,852
563,101
0.387964
0.739373
0.210409
0.050218
ACTG
2020-05-29
137,284
344,619
0.438564
0.492407
0.461885
0.045707
ACTG
2020-06-05
2,810,104
6,130,919
0.582572
0.818931
0.14746
0.03361
ACTG
2020-06-12
1,979,132
4,539,028
0.479954
0.758611
0.174696
0.066693
ACTG
2020-06-19
600,300
1,584,337
0.44552
0.739386
0.244449
0.016165
ACTG
2020-06-26
539,750
1,101,030
0.531369
0.688491
0.263773
0.047737
ACTG
2020-07-03
673,429
1,392,625
0.575019
0.751304
0.217084
0.031611
ACTG
2020-07-10
397,409
899,898
0.609775
0.705019
0.256868
0.038112
ACTG
2020-07-17
437,185
794,439
0.618005
0.690192
0.240929
0.06888
ACTG
2020-07-24
684,573
1,282,792
0.60292
0.861163
0.117213
0.021624
ACTG
2020-07-31
268,068
679,498
0.447286
0.811058
0.162073
0.026868
ACTG
2020-08-07
239,875
718,283
0.392692
0.732418
0.21913
0.048452
ACTG
2020-08-14
338,617
1,079,300
0.380296
0.797291
0.157149
0.045561
ACTG
2020-08-21
243,747
702,823
0.420381
0.728883
0.169409
0.101708
ACTG
2020-08-28
331,749
712,955
0.494555
0.719895
0.156607
0.123498
ACTG
2020-09-04
210,549
443,655
0.503807
0.633637
0.237773
0.12859
ACTG
2020-09-11
171,998
414,734
0.551805
0.771861
0.157113
0.071026
ACTG
2020-09-18
168,563
272,367
0.590197
0.764538
0.174641
0.060821
ACTG
2020-09-25
314,093
647,360
0.569959
0.686376
0.252975
0.060649
ACTG
2020-10-02
197,542
529,039
0.510617
0.774389
0.171805
0.053805
ACTG
2020-10-09
289,523
587,288
0.552133
0.592802
0.351929
0.055269
ACTG
2020-10-16
117,459
457,484
0.372837
0.798441
0.153593
0.047966
ACTG
2020-10-23
134,809
436,819
0.267223
0.801742
0.118814
0.079445
ACTG
2020-10-30
95,206
453,771
0.418335
0.677729
0.268451
0.05382
ACTG
2020-11-06
267,306
523,263
0.475887
0.713476
0.135798
0.150725
ACTG
2020-11-13
221,647
1,047,463
0.44515
0.582555
0.230958
0.186486
ACTG
2020-11-20
148,831
452,940
0.370715
0.74819
0.101129
0.150681
ACTG
2020-11-27
177,250
430,419
0.316528
0.87032
0.082646
0.047035
ACTG
2020-12-04
574,868
1,350,758
0.414776
0.840583
0.118349
0.041067
ACTG
2020-12-11
388,510
914,825
0.482247
0.78518
0.185582
0.029238
ACTG
2020-12-18
580,393
1,913,810
0.346172
0.824736
0.129828
0.045436
ACTG
2020-12-25
396,498
1,150,269
0.46165
0.855424
0.118459
0.026117
ACTG
2021-01-01
287,128
889,431
0.389979
0.777356
0.182406
0.040238
ACTG
2021-01-08
554,745
1,625,762
0.424487
0.819304
0.128014
0.052682
ACTG
2021-01-15
2,819,788
5,190,839
0.52809
0.861496
0.117753
0.020751
ACTG
2021-01-22
1,590,883
5,290,244
0.429487
0.794782
0.193687
0.011531
ACTG
2021-01-29
987,900
3,961,483
0.323984
0.80109
0.177246
0.021663
ACTG
2021-02-05
2,352,682
7,893,716
0.348597
0.745133
0.233606
0.021261
ACTG
2021-02-12
1,985,255
6,233,092
0.333884
0.777637
0.211675
0.010688
ACTG
2021-02-19
1,521,371
4,195,868
0.444666
0.757627
0.226789
0.015583
ACTG
2021-02-26
1,382,750
5,576,160
0.369993
0.682613
0.26252
0.054867
ACTG
2021-03-05
1,079,029
4,105,800
0.342495
0.699095
0.282055
0.01885
ACTG
2021-03-12
615,235
2,357,620
0.384481
0.699059
0.278307
0.022634
ACTG
2021-03-19
1,176,154
3,645,295
0.459357
0.826134
0.154946
0.01892
ACTG
2021-03-26
1,500,694
3,362,007
0.498093
0.7982
0.191015
0.010785
ACTG
2021-04-02
1,035,649
2,160,625
0.487056
0.76555
0.217669
0.016781
ACTG
2021-04-09
799,196
1,524,702
0.643648
0.74702
0.20009
0.05289
ACTG
2021-04-16
1,144,151
2,439,114
0.60411
0.752745
0.211233
0.036022
ACTG
2021-04-23
708,776
1,510,622
0.56268
0.716066
0.242836
0.041098
ACTG
2021-04-30
437,529
866,720
0.505022
0.7443
0.211738
0.043963
ACTG
2021-05-07
559,549
1,271,938
0.536389
0.646097
0.218036
0.135867
ACTG
2021-05-14
637,726
1,448,461
0.499686
0.654699
0.225488
0.119813
ACTG
2021-05-21
582,423
1,303,036
0.476117
0.76504
0.194437
0.040523
ACTG
2021-05-28
374,654
1,076,832
0.390343
0.804766
0.165955
0.029279
ACTG
2021-06-04
342,761
1,021,946
0.459053
0.837877
0.141711
0.020411
ACTG
2021-06-11
1,426,643
3,102,406
0.453852
0.787199
0.188853
0.023948
ACTG
2021-06-18
286,012
867,116
0.445145
0.761901
0.207565
0.030534
ACTG
2021-06-25
297,679
894,160
0.414779
0.836771
0.141322
0.021908
ACTG
2021-07-02
388,939
982,818
0.439205
0.76957
0.159093
0.071337
ACTG
2021-07-09
255,094
670,577
0.442156
0.795939
0.17698
0.027081
ACTG
2021-07-16
231,748
577,453
0.496835
0.689842
0.235239
0.074919
ACTG
2021-07-23
302,111
701,416
0.565439
0.686059
0.287691
0.026249
ACTG
2021-07-30
140,157
542,240
0.371775
0.764313
0.21034
0.025348
ACTG
2021-08-06
138,521
368,612
0.438844
0.745049
0.222171
0.03278
ACTG
2021-08-13
186,204
494,966
0.478867
0.673852
0.289647
0.036501
ACTG
2021-08-20
261,066
630,848
0.413912
0.789851
0.190035
0.020114
ACTG
2021-08-27
208,606
575,437
0.460754
0.746912
0.193415
0.059673
ACTG
2021-09-03
716,451
2,257,072
0.362175
0.813502
0.164058
0.02244
ACTG
2021-09-10
680,082
1,493,748
0.507383
0.764304
0.161162
0.074534
ACTG
2021-09-17
477,333
1,272,746
0.418917
0.688093
0.236824
0.075083
ACTG
2021-09-24
554,730
1,727,532
0.344476
0.821722
0.157762
0.020516
ACTG
2021-10-01
1,072,802
2,353,170
0.439368
0.851904
0.122801
0.025295
ACTG
2021-10-08
838,204
2,248,914
0.4668
0.795055
0.192061
0.012884
ACTG
2021-10-15
499,727
1,181,558
0.467463
0.791659
0.17998
0.028361
ACTG
2021-10-22
329,241
811,182
0.489168
0.782185
0.200422
0.017392
ACTG
2021-10-29
237,690
560,441
0.46116
0.706013
0.182391
0.111596
ACTG
2021-11-05
305,145
817,718
0.363743
0.723472
0.246843
0.029685
ACTG
2021-11-12
571,609
1,103,481
0.577705
0.808466
0.169443
0.022092
ACTG
2021-11-19
490,659
1,042,244
0.544313
0.802273
0.170497
0.027231
ACTG
2021-11-26
348,389
608,035
0.580931
0.801077
0.173658
0.025265
ACTG
2021-12-03
647,451
1,166,142
0.601986
0.795573
0.190778
0.013649
ACTG
2021-12-10
325,060
740,312
0.503721
0.769261
0.206552
0.024188
ACTG
2021-12-17
407,994
952,133
0.43391
0.645772
0.312981
0.041247
ACTG
2021-12-24
242,096
676,887
0.40884
0.675629
0.24121
0.083161
ACTG
2021-12-31
305,117
777,828
0.469008
0.708508
0.232477
0.059015
ACTG
2022-01-07
261,523
683,894
0.457006
0.714487
0.217354
0.068159
ACTG
2022-01-14
291,388
602,825
0.549458
0.707647
0.229084
0.063269
ACTG
2022-01-21
397,879
726,404
0.552049
0.748737
0.202792
0.048472
ACTG
2022-01-28
642,900
1,473,593
0.579343
0.69322
0.273471
0.033309
ACTG
2022-02-04
351,176
880,171
0.521504
0.546159
0.368996
0.084844
ACTG
2022-02-11
648,915
1,181,622
0.519233
0.711365
0.238979
0.049656
ACTG
2022-02-18
325,017
611,137
0.56691
0.717925
0.260852
0.021223