Split (1)

train · 2.55M rows

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
ACM	2017-02-10	3,060,109	6,595,036	0.505344	0.456111	0.443085	0.100804
ACM	2017-02-17	1,570,855	2,992,383	0.501835	0.384236	0.55077	0.064994
ACM	2017-02-24	2,469,833	3,949,039	0.575061	0.362589	0.616047	0.021364
ACM	2017-03-03	3,153,556	5,430,516	0.605584	0.361457	0.621638	0.016906
ACM	2017-03-10	2,662,695	4,342,339	0.625911	0.457984	0.521017	0.020999
ACM	2017-03-17	2,276,741	4,435,118	0.57493	0.375233	0.578184	0.046583
ACM	2017-03-24	1,918,514	2,920,849	0.613627	0.4041	0.577295	0.018605
ACM	2017-03-31	1,530,206	2,878,924	0.567025	0.494086	0.489268	0.016645
ACM	2017-04-07	3,604,457	5,534,173	0.673479	0.440951	0.539269	0.01978
ACM	2017-04-14	2,108,596	3,496,648	0.623202	0.364364	0.616834	0.018802
ACM	2017-04-21	2,552,488	4,367,632	0.559858	0.43182	0.548851	0.01933
ACM	2017-04-28	2,382,631	4,597,458	0.55145	0.394279	0.58917	0.016551
ACM	2017-05-05	1,768,543	3,479,804	0.53475	0.396011	0.588281	0.015708
ACM	2017-05-12	3,565,616	6,166,169	0.595054	0.459297	0.525776	0.014927
ACM	2017-05-19	3,453,816	5,031,907	0.67461	0.420528	0.560783	0.01869
ACM	2017-05-26	2,373,632	4,594,574	0.538062	0.398898	0.545907	0.055195
ACM	2017-06-02	1,923,310	3,272,501	0.584353	0.430894	0.55259	0.016517
ACM	2017-06-09	1,782,969	3,075,470	0.605772	0.393555	0.590391	0.016054
ACM	2017-06-16	1,789,619	3,127,138	0.579204	0.331548	0.65264	0.015812
ACM	2017-06-23	2,138,627	4,341,208	0.625751	0.398241	0.580597	0.021161
ACM	2017-06-30	1,726,874	3,411,207	0.506227	0.35416	0.631324	0.014516
ACM	2017-07-07	1,036,480	1,839,797	0.547098	0.355957	0.625309	0.018734
ACM	2017-07-14	1,373,397	2,759,662	0.546795	0.422298	0.562164	0.015538
ACM	2017-07-21	1,379,791	2,446,752	0.622655	0.474938	0.498537	0.026526
ACM	2017-07-28	1,784,269	3,594,478	0.521373	0.395657	0.590662	0.013681
ACM	2017-08-04	1,324,628	2,327,726	0.574475	0.382507	0.598782	0.018712
ACM	2017-08-11	2,870,347	5,665,269	0.524964	0.438729	0.548141	0.01313
ACM	2017-08-18	1,589,991	2,961,678	0.545135	0.429106	0.55217	0.018725
ACM	2017-08-25	1,411,561	2,867,750	0.483547	0.467	0.521069	0.01193
ACM	2017-09-01	1,243,802	2,552,966	0.52004	0.412628	0.573437	0.013935
ACM	2017-09-08	1,055,577	2,018,314	0.520033	0.373713	0.615374	0.010913
ACM	2017-09-15	1,205,076	2,403,072	0.580198	0.355037	0.626375	0.018589
ACM	2017-09-22	1,318,237	2,918,420	0.477667	0.401438	0.57897	0.019591
ACM	2017-09-29	1,719,077	3,534,886	0.496162	0.341757	0.593491	0.064752
ACM	2017-10-06	1,508,768	3,120,481	0.523581	0.37847	0.599753	0.021777
ACM	2017-10-13	931,624	2,261,775	0.430891	0.335959	0.598722	0.065319
ACM	2017-10-20	779,579	1,777,504	0.421568	0.419178	0.566944	0.013878
ACM	2017-10-27	1,015,098	2,084,487	0.468505	0.453081	0.532926	0.013993
ACM	2017-11-03	828,243	1,890,739	0.513435	0.425537	0.532685	0.041778
ACM	2017-11-10	1,232,279	3,533,655	0.397624	0.522869	0.460233	0.016897
ACM	2017-11-17	2,598,555	4,676,171	0.517358	0.45172	0.535574	0.012706
ACM	2017-11-24	1,076,175	2,064,216	0.548875	0.460288	0.513588	0.026124
ACM	2017-12-01	1,586,173	3,853,632	0.546075	0.381482	0.594197	0.02432
ACM	2017-12-08	1,774,478	3,585,865	0.523528	0.43036	0.55654	0.0131
ACM	2017-12-15	2,800,615	4,930,800	0.569705	0.385871	0.601584	0.012545
ACM	2017-12-22	1,242,600	2,471,558	0.514116	0.426862	0.560547	0.012591
ACM	2017-12-29	880,785	1,454,061	0.60708	0.444221	0.545364	0.010415
ACM	2018-01-05	1,497,271	2,708,252	0.627964	0.422535	0.517213	0.060252
ACM	2018-01-12	1,477,820	2,501,013	0.614807	0.48531	0.477811	0.036879
ACM	2018-01-19	1,099,783	1,902,846	0.602672	0.424097	0.537215	0.038688
ACM	2018-01-26	1,416,525	2,713,523	0.555571	0.429023	0.557213	0.013764
ACM	2018-02-02	2,090,922	3,361,194	0.631365	0.514326	0.471462	0.014212
ACM	2018-02-09	3,836,482	6,000,814	0.604995	0.460879	0.52891	0.010211
ACM	2018-02-16	2,582,498	4,215,961	0.611569	0.413228	0.568601	0.01817
ACM	2018-02-23	3,774,755	4,978,876	0.689696	0.567368	0.421593	0.011039
ACM	2018-03-02	2,183,309	3,101,637	0.723282	0.378946	0.603686	0.017368
ACM	2018-03-09	2,290,990	3,352,026	0.625993	0.329781	0.573854	0.096365
ACM	2018-03-16	2,750,072	4,199,882	0.655328	0.321569	0.576064	0.102367
ACM	2018-03-23	2,212,931	2,935,418	0.738337	0.446606	0.536118	0.017276
ACM	2018-03-30	1,344,497	1,867,448	0.664577	0.380903	0.604654	0.014443
ACM	2018-04-06	1,482,658	2,223,180	0.630124	0.366485	0.614744	0.018771
ACM	2018-04-13	1,081,419	1,675,552	0.628981	0.346823	0.641417	0.01176
ACM	2018-04-20	962,944	1,461,123	0.661149	0.403845	0.580387	0.015769
ACM	2018-04-27	2,111,690	3,827,392	0.613008	0.309527	0.58587	0.104603
ACM	2018-05-04	1,485,995	3,172,815	0.558943	0.421138	0.561505	0.017357
ACM	2018-05-11	3,173,763	6,158,768	0.525195	0.493049	0.482422	0.024528
ACM	2018-05-18	1,536,076	3,862,651	0.434872	0.412236	0.572307	0.015458
ACM	2018-05-25	1,185,667	3,522,517	0.375585	0.513831	0.468031	0.018138
ACM	2018-06-01	1,292,593	2,532,735	0.492924	0.322792	0.659696	0.017513
ACM	2018-06-08	1,544,495	3,830,878	0.467544	0.267572	0.718502	0.013926
ACM	2018-06-15	1,434,449	3,081,096	0.440075	0.299131	0.686013	0.014856
ACM	2018-06-22	1,416,978	3,122,449	0.582381	0.332701	0.644496	0.022803
ACM	2018-06-29	1,473,402	2,785,832	0.605059	0.362836	0.615476	0.021688
ACM	2018-07-06	1,209,810	1,766,336	0.691991	0.366525	0.620084	0.013391
ACM	2018-07-13	1,199,307	1,935,879	0.634959	0.397407	0.583156	0.019437
ACM	2018-07-20	1,530,751	2,509,250	0.634382	0.535303	0.450846	0.013851
ACM	2018-07-27	1,085,646	1,884,421	0.631551	0.441683	0.539073	0.019243
ACM	2018-08-03	1,171,647	1,750,221	0.712108	0.443721	0.545091	0.011188
ACM	2018-08-10	2,938,159	4,215,195	0.666663	0.465732	0.527344	0.006923
ACM	2018-08-17	1,592,126	3,386,533	0.550658	0.387341	0.597888	0.014771
ACM	2018-08-24	1,447,289	2,515,390	0.583133	0.48038	0.506027	0.013592
ACM	2018-08-31	1,265,254	2,218,410	0.577712	0.42602	0.558786	0.015194
ACM	2018-09-07	1,314,649	1,899,716	0.67312	0.384331	0.605815	0.009854
ACM	2018-09-14	2,260,614	3,931,048	0.543558	0.517007	0.47036	0.012632
ACM	2018-09-21	1,352,591	2,453,382	0.625669	0.404822	0.573192	0.021986
ACM	2018-09-28	1,321,342	2,449,628	0.623471	0.323675	0.659687	0.016638
ACM	2018-10-05	1,423,539	2,570,364	0.665355	0.323385	0.655562	0.021053
ACM	2018-10-12	2,231,584	3,542,689	0.603983	0.381248	0.600068	0.018685
ACM	2018-10-19	1,509,033	2,544,981	0.566166	0.288529	0.696501	0.01497
ACM	2018-10-26	2,024,827	3,258,424	0.589661	0.35369	0.633047	0.013263
ACM	2018-11-02	1,645,783	3,815,125	0.489829	0.373173	0.612105	0.014722
ACM	2018-11-09	2,722,648	4,180,220	0.665369	0.388847	0.552246	0.058907
ACM	2018-11-16	5,011,565	8,308,479	0.565637	0.41519	0.54431	0.0405
ACM	2018-11-23	2,051,713	3,481,346	0.621548	0.277883	0.706954	0.015162
ACM	2018-11-30	2,034,490	4,507,078	0.522871	0.422646	0.55766	0.019693
ACM	2018-12-07	2,128,888	3,293,065	0.589957	0.431737	0.549027	0.019236
ACM	2018-12-14	2,163,457	3,333,861	0.638524	0.423568	0.53919	0.037242
ACM	2018-12-21	3,525,499	6,001,121	0.692847	0.382753	0.593363	0.023884
ACM	2018-12-28	1,302,889	2,353,833	0.623548	0.372319	0.599574	0.028107
ACM	2019-01-04	1,523,963	2,631,446	0.603174	0.328586	0.65112	0.020294

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