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
ABAT	2015-12-11	179,670	536,088	0.269609	1	0	0
ABAT	2015-12-18	80,053	371,915	0.263621	1	0	0
ABAT	2015-12-25	2,984	29,768	0.100242	1	0	0
ABAT	2016-01-01	28,000	127,683	0.219293	1	0	0
ABAT	2023-09-22	19,458	54,449	0.780516	0.054993	0.818729	0.126279
ABAT	2023-09-29	16,206	25,478	0.72441	0.02393	0.569228	0.406842
ABAT	2023-10-06	6,242	10,221	0.522023	0.013504	0.889486	0.09701
ABAT	2023-10-13	76,572	82,583	0.876503	0.109614	0.724257	0.16613
ABAT	2023-10-20	36,694	43,272	0.873601	0.136037	0.740645	0.123318
ABAT	2023-10-27	46,220	79,064	0.594852	0.036453	0.940829	0.022719
ABAT	2023-11-03	61,850	91,150	0.736905	0.165918	0.733714	0.100368
ABAT	2023-11-10	17,766	31,849	0.734378	0.101348	0.779026	0.119626
ABAT	2023-11-17	51,751	76,178	0.687628	0.081541	0.808228	0.110231
ABAT	2023-11-24	21,968	37,009	0.536872	0.063887	0.836386	0.099727
ABAT	2023-12-01	75,644	103,868	0.657449	0.078339	0.879207	0.042454
ABAT	2023-12-08	95,471	161,144	0.495272	0.04958	0.913166	0.037254
ABAT	2023-12-15	170,305	254,010	0.641897	0.042632	0.907916	0.049453
ABAT	2023-12-22	160,264	228,017	0.731156	0.092944	0.848564	0.058493
ABAT	2023-12-29	50,183	72,923	0.776959	0.044433	0.876749	0.078818
ABAT	2024-01-05	55,606	77,804	0.685855	0.049623	0.92229	0.028087
ABAT	2024-01-12	112,365	149,651	0.798176	0.052092	0.92782	0.020088
ABAT	2024-01-19	156,667	321,474	0.488844	0.055518	0.910132	0.03435
ABAT	2024-01-26	180,036	272,249	0.655297	0.156387	0.79547	0.048143
ABAT	2024-02-02	133,400	167,768	0.737126	0.127197	0.842109	0.030693
ABAT	2024-02-09	154,318	207,242	0.677047	0.057832	0.934905	0.007263
ABAT	2024-02-16	257,072	390,640	0.64626	0.066582	0.918527	0.014891
ABAT	2024-02-23	183,341	285,154	0.628739	0.100423	0.875576	0.024001
ABAT	2024-03-01	148,834	198,700	0.736127	0.053918	0.937328	0.008754
ABAT	2024-03-08	117,328	146,769	0.672309	0.06822	0.929446	0.002334
ABAT	2024-03-15	236,303	290,243	0.74987	0.044951	0.949378	0.00567
ABAT	2024-03-22	301,939	338,806	0.855424	0.057811	0.923463	0.018726
ABAT	2024-03-29	195,419	250,302	0.808596	0.0973	0.880609	0.022091
ABAT	2024-04-05	228,875	463,509	0.689228	0.089483	0.818194	0.092323
ABAT	2024-04-12	118,837	195,892	0.568759	0.107207	0.863035	0.029759
ABAT	2024-04-19	76,490	130,973	0.571482	0.037232	0.859658	0.10311
ABAT	2024-04-26	79,826	184,455	0.502816	0.094302	0.805864	0.099834
ABAT	2024-05-03	36,447	102,104	0.47055	0.031713	0.8499	0.118387
ABAT	2024-05-10	19,586	70,679	0.32583	0.0725	0.706167	0.221333
ABAT	2024-05-17	44,452	138,762	0.317579	0.013872	0.875523	0.110605
ABAT	2024-05-24	101,716	166,687	0.424999	0.046626	0.76085	0.192524
ABAT	2024-05-31	22,859	41,125	0.494274	0.052811	0.730597	0.216592
ABAT	2024-06-07	33,869	95,982	0.605355	0.079575	0.703446	0.21698
ABAT	2024-06-14	41,609	168,522	0.451102	0.082886	0.701003	0.216111
ABAT	2024-06-21	17,247	90,446	0.301973	0.051182	0.852226	0.096592
ABAT	2024-06-28	49,101	149,695	0.350201	0.057433	0.746683	0.195884
ABAT	2024-07-05	84,017	230,973	0.552779	0.271132	0.58718	0.141688
ABAT	2024-07-12	91,982	215,449	0.616738	0.112282	0.681443	0.206275
ABAT	2024-07-19	76,171	150,263	0.537993	0.063096	0.741244	0.19566
ABAT	2024-07-26	100,559	241,072	0.583167	0.227067	0.57678	0.196153
ABAT	2024-08-02	88,604	153,195	0.681299	0.171295	0.511382	0.317323
ABAT	2024-08-09	26,123	114,170	0.432032	0.1254	0.392886	0.481714
ABAT	2024-08-16	20,733	50,921	0.381595	0.197685	0.447165	0.355151
ABAT	2024-08-23	22,722	57,790	0.501226	0.357788	0.321438	0.320774
ABAT	2024-08-30	39,740	79,168	0.591336	0.317025	0.476113	0.206863
ABAT	2024-09-06	14,580	42,786	0.466648	0.172391	0.485968	0.341642
ABAT	2024-09-13	26,201	71,848	0.578668	0.242618	0.499513	0.25787
ABAT	2024-09-20	279,789	633,549	0.604101	0.364158	0.535846	0.099996
ABAT	2024-09-27	500,256	883,546	0.832529	0.080344	0.843941	0.075715
ABAT	2024-10-04	111,280	263,140	0.723475	0.133768	0.615027	0.251205
ABAT	2024-10-11	61,540	160,607	0.556989	0.211341	0.665065	0.123594
ABAT	2024-10-18	42,492	184,903	0.407635	0.15805	0.841818	0.000132
ABAT	2024-10-25	26,100	101,144	0.314889	0.274674	0.725326	0
ABAT	2024-11-01	40,918	88,165	0.44637	0.157027	0.842973	0
ABAT	2024-11-08	16,097	66,648	0.458639	0.136354	0.863646	0
ABAT	2024-11-15	133,232	179,829	0.867189	0.031036	0.954785	0.014179
ABAT	2024-11-22	142,665	300,046	0.740848	0.007931	0.992069	0
ABAT	2024-11-29	29,741	171,746	0.383312	0	0.949529	0.050471
ABAT	2024-12-06	60,026	161,146	0.352647	0.043868	0.763805	0.192327
ABAT	2024-12-13	28,529	125,305	0.259356	0.028456	0.757989	0.213554
ABAT	2024-12-20	1,857,699	4,557,458	0.519183	0.02071	0.925862	0.053428
ABAT	2024-12-27	8,411,277	24,600,921	0.366405	0.010146	0.975527	0.014327
ABAT	2025-01-03	1,778,589	6,435,584	0.474938	0.009213	0.962628	0.028159
ABAT	2025-01-10	1,187,456	3,983,133	0.484709	0.025383	0.950756	0.023861
ABAT	2025-01-17	446,508	1,778,909	0.316974	0.014575	0.985425	0
ABAT	2025-01-24	466,481	1,508,137	0.413904	0.017347	0.981075	0.001578
ABAT	2025-01-31	449,928	1,365,179	0.572205	0.077613	0.919761	0.002626
ABAT	2025-02-07	268,102	684,604	0.626885	0.081728	0.910616	0.007656
ABAT	2025-02-14	423,500	983,187	0.591384	0.100365	0.898791	0.000844
ABAT	2025-02-21	302,836	964,268	0.48167	0.066818	0.920974	0.012208
ABAT	2025-02-28	123,100	469,798	0.537758	0.034851	0.959684	0.005464
ABAT	2025-03-07	165,774	624,334	0.390332	0.028821	0.912491	0.058688
ABAT	2025-03-14	98,330	559,658	0.218347	0.014068	0.866785	0.119147
ABAT	2025-03-21	150,672	660,416	0.530981	0.067666	0.898177	0.034157
ABAT	2025-03-28	495,275	1,045,304	0.608918	0.035646	0.948037	0.016318
ABAT	2025-04-04	21,284	123,539	0.232548	0.008589	0.991411	0
ABBV	2013-01-04	4,452,166	20,852,921	0.21082	0.297757	0.573536	0.128707
ABBV	2013-01-11	9,007,529	39,074,694	0.2479	0.232241	0.594891	0.172868
ABBV	2013-01-18	11,285,281	37,412,754	0.269359	0.148664	0.690759	0.160578
ABBV	2013-01-25	7,702,940	24,598,313	0.32024	0.218782	0.705898	0.07532
ABBV	2013-02-01	6,362,767	22,891,974	0.31668	0.216988	0.672287	0.110725
ABBV	2013-02-08	6,646,672	18,399,617	0.38552	0.255035	0.646409	0.098556
ABBV	2013-02-15	6,008,052	18,350,161	0.324645	0.21837	0.631109	0.150521
ABBV	2013-02-22	5,713,079	15,767,810	0.412972	0.318844	0.581282	0.099875
ABBV	2013-03-01	4,414,796	19,331,938	0.284733	0.243078	0.615376	0.141546
ABBV	2013-03-08	3,472,735	15,514,541	0.281174	0.251928	0.596169	0.151903
ABBV	2013-03-15	6,200,608	19,260,453	0.352983	0.232323	0.636811	0.130865
ABBV	2013-03-22	5,376,634	14,112,163	0.428191	0.282796	0.6216	0.095604
ABBV	2013-03-29	4,690,548	13,100,915	0.442707	0.245361	0.624482	0.130157
ABBV	2013-04-05	5,111,304	13,495,983	0.401802	0.247749	0.632045	0.120207
ABBV	2013-04-12	6,584,775	16,397,012	0.445913	0.278029	0.601411	0.120561

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