Split (1)

train · 2.54M 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
ABUS	2020-06-26	1,999,174	4,244,525	0.539032	0.71652	0.267439	0.01604
ABUS	2020-07-03	874,238	1,920,297	0.508383	0.671066	0.309623	0.01931
ABUS	2020-07-10	699,979	2,028,226	0.453469	0.711407	0.272033	0.016561
ABUS	2020-07-17	1,722,606	5,037,551	0.516974	0.781441	0.211543	0.007016
ABUS	2020-07-24	138,910,420	264,621,088	0.490562	0.811654	0.178735	0.009611
ABUS	2020-07-31	27,884,529	51,733,159	0.570133	0.788082	0.203058	0.00886
ABUS	2020-08-07	14,739,909	25,115,868	0.624819	0.791302	0.198406	0.010292
ABUS	2020-08-14	14,347,787	26,435,351	0.584571	0.810695	0.184182	0.005123
ABUS	2020-08-21	3,188,936	7,644,353	0.514212	0.70541	0.208211	0.086379
ABUS	2020-08-28	3,075,705	8,980,647	0.471773	0.707899	0.209768	0.082333
ABUS	2020-09-04	2,939,335	6,664,380	0.568844	0.6782	0.282605	0.039194
ABUS	2020-09-11	1,471,910	3,424,585	0.532483	0.729042	0.258423	0.012535
ABUS	2020-09-18	8,399,202	17,001,412	0.526331	0.755255	0.23764	0.007104
ABUS	2020-09-25	2,460,797	4,794,444	0.624178	0.663908	0.326284	0.009808
ABUS	2020-10-02	1,684,194	3,451,037	0.640522	0.653874	0.339388	0.006738
ABUS	2020-10-09	2,046,268	4,405,513	0.528691	0.739298	0.251234	0.009467
ABUS	2020-10-16	1,486,511	3,202,253	0.570074	0.71036	0.281996	0.007645
ABUS	2020-10-23	1,899,995	3,533,005	0.599885	0.68562	0.306857	0.007523
ABUS	2020-10-30	1,034,068	2,325,878	0.533186	0.724183	0.264474	0.011344
ABUS	2020-11-06	1,667,260	3,783,166	0.450848	0.629182	0.281089	0.089728
ABUS	2020-11-13	2,899,199	8,322,984	0.413935	0.767519	0.1486	0.083881
ABUS	2020-11-20	3,159,307	8,184,515	0.392503	0.790648	0.200383	0.008969
ABUS	2020-11-27	2,752,418	8,332,300	0.416258	0.802118	0.189261	0.00862
ABUS	2020-12-04	5,463,044	13,024,076	0.468446	0.801675	0.188839	0.009486
ABUS	2020-12-11	3,789,409	9,521,278	0.46424	0.843484	0.149853	0.006663
ABUS	2020-12-18	24,109,379	47,845,307	0.574676	0.841224	0.154747	0.004029
ABUS	2020-12-25	4,244,073	11,464,578	0.472677	0.836198	0.158208	0.005595
ABUS	2021-01-01	4,058,759	8,761,498	0.544299	0.796902	0.197953	0.005145
ABUS	2021-01-08	4,297,206	10,273,144	0.523608	0.811889	0.177794	0.010317
ABUS	2021-01-15	5,341,098	11,561,512	0.503082	0.801637	0.192839	0.005524
ABUS	2021-01-22	2,323,523	5,875,519	0.497109	0.763751	0.228805	0.007444
ABUS	2021-01-29	3,712,990	10,162,792	0.484061	0.749361	0.242161	0.008479
ABUS	2021-02-05	3,848,040	12,487,345	0.471817	0.738362	0.256863	0.004775
ABUS	2021-02-12	6,370,098	19,575,489	0.527098	0.774047	0.214302	0.01165
ABUS	2021-02-19	2,775,503	6,010,479	0.574312	0.779275	0.213135	0.00759
ABUS	2021-02-26	4,296,502	11,086,766	0.400603	0.748194	0.192666	0.059139
ABUS	2021-03-05	4,728,102	9,225,493	0.554587	0.711354	0.276994	0.011652
ABUS	2021-03-12	2,487,551	5,783,251	0.480018	0.703751	0.290137	0.006112
ABUS	2021-03-19	2,639,447	5,690,016	0.563185	0.720906	0.272209	0.006884
ABUS	2021-03-26	2,367,979	4,639,651	0.602337	0.70794	0.286123	0.005938
ABUS	2021-04-02	1,202,094	2,913,790	0.575512	0.670619	0.320768	0.008613
ABUS	2021-04-09	1,397,380	2,936,482	0.551981	0.714007	0.272606	0.013387
ABUS	2021-04-16	2,207,025	4,176,983	0.57285	0.657315	0.33071	0.011975
ABUS	2021-04-23	1,513,542	3,597,165	0.556354	0.657592	0.327553	0.014855
ABUS	2021-04-30	1,278,257	3,811,704	0.494263	0.631152	0.346131	0.022717
ABUS	2021-05-07	3,730,985	7,738,169	0.501622	0.65145	0.25391	0.094641
ABUS	2021-05-14	2,041,626	4,369,657	0.486445	0.640214	0.257043	0.102744
ABUS	2021-05-21	1,074,315	3,023,232	0.426332	0.628612	0.357783	0.013605
ABUS	2021-05-28	896,224	2,917,876	0.474643	0.746615	0.22773	0.025655
ABUS	2021-06-04	1,199,273	3,442,845	0.500041	0.753612	0.223829	0.022559
ABUS	2021-06-11	2,507,511	6,820,946	0.472713	0.680466	0.299304	0.020231
ABUS	2021-06-18	1,203,871	3,746,346	0.385629	0.683865	0.292776	0.023359
ABUS	2021-06-25	2,282,663	5,677,687	0.45521	0.721743	0.255273	0.022984
ABUS	2021-07-02	5,086,216	9,877,524	0.638354	0.683481	0.247988	0.068531
ABUS	2021-07-09	1,279,324	2,724,121	0.624307	0.657235	0.32286	0.019905
ABUS	2021-07-16	2,250,068	4,280,284	0.678843	0.65173	0.282316	0.065953
ABUS	2021-07-23	1,531,582	3,533,411	0.620025	0.688656	0.290428	0.020916
ABUS	2021-07-30	1,927,059	4,327,086	0.658333	0.749535	0.236282	0.014184
ABUS	2021-08-06	1,537,148	3,912,583	0.555035	0.736105	0.246169	0.017726
ABUS	2021-08-13	1,951,751	4,994,127	0.495496	0.719082	0.258895	0.022022
ABUS	2021-08-20	3,011,705	6,258,087	0.549974	0.774814	0.207409	0.017777
ABUS	2021-08-27	1,226,999	3,879,867	0.482075	0.703795	0.279491	0.016713
ABUS	2021-09-03	1,008,739	3,847,139	0.419296	0.720582	0.251615	0.027803
ABUS	2021-09-10	8,536,680	21,540,735	0.441635	0.665273	0.242226	0.0925
ABUS	2021-09-17	3,477,776	11,114,924	0.397165	0.688699	0.23266	0.078641
ABUS	2021-09-24	3,053,099	9,245,520	0.496219	0.743373	0.232007	0.02462
ABUS	2021-10-01	2,132,309	7,274,193	0.433913	0.702472	0.26755	0.029978
ABUS	2021-10-08	4,646,859	12,093,674	0.485574	0.757096	0.214819	0.028084
ABUS	2021-10-15	2,925,946	7,917,934	0.511368	0.757904	0.208855	0.033241
ABUS	2021-10-22	1,819,001	5,310,330	0.513331	0.78357	0.189904	0.026526
ABUS	2021-10-29	1,414,658	4,236,694	0.48839	0.636129	0.251211	0.11266
ABUS	2021-11-05	2,195,464	6,035,408	0.493266	0.73526	0.240228	0.024511
ABUS	2021-11-12	1,507,220	4,112,677	0.490568	0.777182	0.202029	0.020789
ABUS	2021-11-19	1,545,252	3,587,909	0.525723	0.740511	0.232378	0.027111
ABUS	2021-11-26	1,073,539	2,447,234	0.533482	0.728358	0.246631	0.025011
ABUS	2021-12-03	172,351,844	320,794,308	0.560873	0.833045	0.156542	0.010413
ABUS	2021-12-10	19,389,159	37,821,526	0.587041	0.826879	0.160517	0.012604
ABUS	2021-12-17	10,688,356	21,233,800	0.582555	0.747472	0.239162	0.013366
ABUS	2021-12-24	4,426,575	12,392,472	0.419623	0.706013	0.225111	0.068876
ABUS	2021-12-31	4,750,138	10,881,810	0.48737	0.729943	0.252667	0.01739
ABUS	2022-01-07	4,520,386	8,272,898	0.552475	0.72757	0.25223	0.0202
ABUS	2022-01-14	4,234,999	7,502,477	0.606082	0.752893	0.227366	0.019741
ABUS	2022-01-21	5,954,821	10,301,591	0.581323	0.753867	0.226632	0.019501
ABUS	2022-01-28	5,987,074	10,336,026	0.604124	0.75768	0.220714	0.021606
ABUS	2022-02-04	5,719,014	9,221,765	0.692662	0.737687	0.242729	0.019585
ABUS	2022-02-11	3,884,022	7,582,544	0.564733	0.696311	0.289195	0.014493
ABUS	2022-02-18	2,846,803	5,574,409	0.522342	0.64612	0.338017	0.015863
ABUS	2022-02-25	3,376,679	6,189,041	0.531688	0.676404	0.308884	0.014713
ABUS	2022-03-04	6,461,224	10,721,916	0.602562	0.675172	0.31198	0.012849
ABUS	2022-03-11	2,826,519	6,497,891	0.475821	0.714685	0.271639	0.013676
ABUS	2022-03-18	2,612,885	5,512,074	0.534234	0.657018	0.328742	0.01424
ABUS	2022-03-25	2,173,975	4,262,156	0.565231	0.663932	0.318279	0.017789
ABUS	2022-04-01	2,245,139	4,215,030	0.580846	0.643153	0.324947	0.0319
ABUS	2022-04-08	2,227,273	3,884,215	0.564824	0.647828	0.327083	0.025089
ABUS	2022-04-15	2,059,258	3,427,658	0.577041	0.708421	0.267034	0.024545
ABUS	2022-04-22	2,294,572	4,180,276	0.570428	0.695407	0.290391	0.014202
ABUS	2022-04-29	1,496,836	2,792,180	0.63643	0.665266	0.322378	0.012355
ABUS	2022-05-06	1,483,554	3,086,356	0.59365	0.614733	0.367484	0.017783
ABUS	2022-05-13	2,429,695	6,055,213	0.462697	0.671321	0.302793	0.025886
ABUS	2022-05-20	1,634,471	3,260,090	0.5573	0.619413	0.346201	0.034387

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