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
ABVX	2023-12-01	28,467	61,235	0.55402	0.028409	0.71599	0.255601
ABVX	2023-12-08	50,333	80,622	0.717467	0.003775	0.942519	0.053707
ABVX	2023-12-15	30,488	98,810	0.399975	0.011962	0.832621	0.155417
ABVX	2023-12-22	41,911	122,993	0.39128	0.009537	0.806067	0.184396
ABVX	2023-12-29	32,209	66,363	0.540314	0.015607	0.805832	0.178561
ABVX	2024-01-05	46,009	70,779	0.508874	0.001461	0.920678	0.077861
ABVX	2024-01-12	27,428	46,223	0.5204	0.068673	0.632747	0.298581
ABVX	2024-01-19	70,169	117,590	0.436332	0.005009	0.884435	0.110557
ABVX	2024-01-26	33,124	52,021	0.693396	0.006397	0.784468	0.209135
ABVX	2024-02-02	22,910	52,015	0.415699	0.035284	0.640088	0.324628
ABVX	2024-02-09	12,480	21,944	0.46508	0.023548	0.552727	0.423725
ABVX	2024-02-16	19,533	29,652	0.490117	0.003943	0.669403	0.326654
ABVX	2024-02-23	12,171	15,281	0.673277	0.012092	0.987077	0.000831
ABVX	2024-03-01	35,505	58,982	0.67806	0.011586	0.960875	0.027539
ABVX	2024-03-08	9,344	25,442	0.488571	0.010753	0.907944	0.081304
ABVX	2024-03-15	24,114	39,011	0.636707	0.049783	0.913797	0.036421
ABVX	2024-03-22	17,303	32,591	0.601433	0.000844	0.991297	0.007859
ABVX	2024-03-29	19,626	27,000	0.757377	0.090145	0.901562	0.008292
ABVX	2024-04-05	13,339	21,403	0.760805	0.033269	0.966731	0
ABVX	2024-04-12	18,293	43,648	0.630803	0.019193	0.939711	0.041096
ABVX	2024-04-19	8,202	13,452	0.439891	0.039651	0.960349	0
ABVX	2024-04-26	12,878	20,972	0.385062	0.000676	0.999324	0
ABVX	2024-05-03	8,964	16,110	0.45606	null	null	null
ABVX	2024-05-10	4,863	18,357	0.265571	0.009886	0.990114	0
ABVX	2024-05-17	5,014	9,935	0.403819	0	1	0
ABVX	2024-05-24	11,500	19,802	0.5163	0.006406	0.979534	0.014059
ABVX	2024-05-31	1,696	14,251	0.472244	0.002331	0.995736	0.001933
ABVX	2024-06-07	3,337	5,631	0.787357	0.099436	0.880252	0.020312
ABVX	2024-06-14	6,489	8,554	0.805879	0.003112	0.939862	0.057026
ABVX	2024-06-21	9,122	16,267	0.514859	0.009657	0.981219	0.009124
ABVX	2024-06-28	3,778	11,515	0.376799	0.000948	0.985183	0.01387
ABVX	2024-07-05	1,165	4,063	0.408997	0.085058	0.914942	0
ABVX	2024-07-12	7,793	25,306	0.380141	0.000078	0.977323	0.022599
ABVX	2024-07-19	5,038	13,204	0.480068	0.050646	0.949354	0
ABVX	2024-07-26	8,716	25,873	0.408422	0.09332	0.889276	0.017404
ABVX	2024-08-02	14,106	34,732	0.426838	0.038181	0.719954	0.241865
ABVX	2024-08-09	31,630	81,358	0.35976	0.001469	0.765912	0.232619
ABVX	2024-08-16	21,698	40,802	0.544689	0.031713	0.568649	0.399638
ABVX	2024-08-23	16,424	30,519	0.459939	0.012281	0.452947	0.534772
ABVX	2024-08-30	17,812	25,803	0.581362	0.008052	0.625961	0.365987
ABVX	2024-09-06	15,152	27,384	0.591858	0.005367	0.502033	0.4926
ABVX	2024-09-13	17,744	28,909	0.568606	0.016378	0.595151	0.388471
ABVX	2024-09-20	8,379	21,524	0.386376	0	0.488684	0.511316
ABVX	2024-09-27	16,776	23,077	0.504066	0.008922	0.566979	0.4241
ABVX	2024-10-04	17,606	28,071	0.602689	0.000799	0.783361	0.21584
ABVX	2024-10-11	22,249	31,880	0.569607	0.001538	0.859912	0.13855
ABVX	2024-10-18	39,077	63,108	0.652857	0.098766	0.871593	0.029641
ABVX	2024-10-25	3,985	7,538	0.628698	0.106757	0.884144	0.009099
ABVX	2024-11-01	4,817	7,413	0.681311	0.028367	0.952221	0.019412
ABVX	2024-11-08	6,188	10,510	0.450891	0.015261	0.984739	0
ABVX	2024-11-15	11,032	15,945	0.701496	0.010054	0.978305	0.011641
ABVX	2024-11-22	13,577	31,319	0.371099	0.000553	0.999447	0
ABVX	2024-11-29	8,474	17,048	0.561399	0.004239	0.995761	0
ABVX	2024-12-06	13,599	23,297	0.517102	0.006819	0.854469	0.138712
ABVX	2024-12-13	9,397	24,612	0.296581	0.000653	0.775328	0.224018
ABVX	2024-12-20	31,974	45,109	0.628263	0.027762	0.688048	0.28419
ABVX	2024-12-27	26,712	77,624	0.375474	0.033287	0.70219	0.264523
ABVX	2025-01-03	35,907	101,490	0.483625	0.146765	0.817646	0.035589
ABVX	2025-01-10	15,739	32,956	0.606144	0.151855	0.813597	0.034548
ABVX	2025-01-17	15,858	37,766	0.455524	0.035185	0.964815	0
ABVX	2025-01-24	9,158	25,072	0.302419	0.008691	0.991309	0
ABVX	2025-01-31	17,618	36,472	0.333116	0.011497	0.987804	0.000698
ABVX	2025-02-07	14,278	28,569	0.409524	0.158939	0.841061	0
ABVX	2025-02-14	8,951	19,821	0.493622	0.071092	0.917159	0.011749
ABVX	2025-02-21	18,464	31,670	0.478118	0.066284	0.933716	0
ABVX	2025-02-28	14,401	31,260	0.479866	0.12671	0.850393	0.022898
ABVX	2025-03-07	18,567	38,126	0.396672	0.252416	0.738536	0.009048
ABVX	2025-03-14	37,688	154,055	0.293294	0.067326	0.924294	0.00838
ABVX	2025-03-21	80,563	155,216	0.527449	0.019626	0.941955	0.038419
ABVX	2025-03-28	23,791	37,192	0.674668	0.030742	0.93489	0.034367
ABVX	2025-04-04	23,793	42,559	0.535649	0.043428	0.901356	0.055216
ACA	2018-11-02	2,531,107	7,862,950	0.325633	0.463067	0.52744	0.009494
ACA	2018-11-09	2,823,772	7,477,639	0.421878	0.522735	0.396492	0.080772
ACA	2018-11-16	698,865	2,462,413	0.339125	0.514125	0.429794	0.05608
ACA	2018-11-23	238,520	852,710	0.318628	0.500223	0.465455	0.034322
ACA	2018-11-30	455,948	1,421,544	0.372135	0.505372	0.473424	0.021204
ACA	2018-12-07	464,989	1,345,234	0.390608	0.446754	0.533634	0.019613
ACA	2018-12-14	470,864	1,740,798	0.382688	0.404768	0.579104	0.016128
ACA	2018-12-21	643,262	2,500,840	0.388442	0.399662	0.565984	0.034354
ACA	2018-12-28	309,295	775,566	0.371195	0.504354	0.464358	0.031288
ACA	2019-01-04	368,883	733,822	0.43024	0.425348	0.559362	0.01529
ACA	2019-01-11	505,286	1,366,126	0.485066	0.459506	0.510204	0.030289
ACA	2019-01-18	361,927	912,228	0.432681	0.388634	0.588282	0.023084
ACA	2019-01-25	216,289	533,870	0.381947	0.563328	0.407094	0.029578
ACA	2019-02-01	277,907	639,508	0.550787	0.535981	0.430927	0.033092
ACA	2019-02-08	344,799	661,758	0.59447	0.536522	0.432051	0.031427
ACA	2019-02-15	442,706	1,149,402	0.498045	0.535998	0.441868	0.022135
ACA	2019-02-22	241,995	726,952	0.47728	0.482457	0.430549	0.086994
ACA	2019-03-01	414,756	1,080,122	0.556885	0.429403	0.515756	0.054841
ACA	2019-03-08	343,370	888,988	0.460909	0.347852	0.623763	0.028385
ACA	2019-03-15	439,396	1,354,479	0.430736	0.403711	0.554088	0.042201
ACA	2019-03-22	416,722	1,355,803	0.360268	0.452451	0.517304	0.030245
ACA	2019-03-29	505,802	1,474,444	0.389178	0.435734	0.530441	0.033825
ACA	2019-04-05	322,553	913,434	0.465278	0.463866	0.494213	0.041921
ACA	2019-04-12	195,509	455,387	0.443965	0.38357	0.586657	0.029773
ACA	2019-04-19	136,240	482,932	0.421273	0.433428	0.535492	0.03108
ACA	2019-04-26	256,414	956,459	0.436701	0.410376	0.538223	0.051401
ACA	2019-05-03	617,270	1,740,764	0.464119	0.378329	0.576834	0.044837
ACA	2019-05-10	458,629	1,115,766	0.442617	0.394669	0.520398	0.084933
ACA	2019-05-17	328,961	760,474	0.476317	0.409258	0.548693	0.042049

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