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
AAP	2022-02-11	1,976,781	3,215,117	0.635767	0.38905	0.583048	0.027902
AAP	2022-02-18	3,422,346	5,167,937	0.743928	0.461687	0.515715	0.022598
AAP	2022-02-25	2,068,558	3,424,917	0.693149	0.49672	0.479406	0.023874
AAP	2022-03-04	1,973,257	3,454,956	0.624147	0.436181	0.543868	0.019951
AAP	2022-03-11	1,612,710	3,075,192	0.559873	0.473985	0.508881	0.017134
AAP	2022-03-18	2,565,891	4,331,670	0.640085	0.436917	0.539871	0.023212
AAP	2022-03-25	1,936,771	3,362,747	0.578787	0.459075	0.518667	0.022257
AAP	2022-04-01	1,651,690	2,489,681	0.715717	0.409722	0.568922	0.021357
AAP	2022-04-08	1,678,302	2,686,567	0.667356	0.438132	0.535257	0.026612
AAP	2022-04-15	1,376,949	1,942,000	0.730354	0.494393	0.482478	0.023129
AAP	2022-04-22	1,162,568	1,983,766	0.628338	0.505732	0.474858	0.01941
AAP	2022-04-29	2,422,927	4,175,414	0.64354	0.421485	0.553114	0.025401
AAP	2022-05-06	1,379,948	2,926,265	0.577051	0.446868	0.518994	0.034138
AAP	2022-05-13	1,285,478	2,377,083	0.577709	0.450259	0.523687	0.026054
AAP	2022-05-20	1,886,697	3,753,889	0.538228	0.523316	0.455149	0.021535
AAP	2022-05-27	3,119,175	5,086,983	0.623076	0.470364	0.491243	0.038393
AAP	2022-06-03	1,154,004	1,968,111	0.70651	0.43227	0.545119	0.022612
AAP	2022-06-10	1,264,608	2,328,242	0.611659	0.420037	0.551259	0.028703
AAP	2022-06-17	2,282,644	3,552,303	0.736567	0.481473	0.49385	0.024677
AAP	2022-06-24	1,450,718	2,457,648	0.690148	0.467693	0.514938	0.017369
AAP	2022-07-01	1,578,639	2,762,908	0.603119	0.451396	0.52934	0.019264
AAP	2022-07-08	1,255,824	1,990,616	0.693839	0.472238	0.507888	0.019874
AAP	2022-07-15	1,682,610	2,429,199	0.723153	0.446566	0.534221	0.019213
AAP	2022-07-22	1,675,506	2,557,532	0.622317	0.465036	0.493972	0.040992
AAP	2022-07-29	1,476,709	2,358,409	0.629371	0.456477	0.515856	0.027668
AAP	2022-08-05	839,941	1,709,293	0.563787	0.47514	0.497438	0.027422
AAP	2022-08-12	942,692	1,666,993	0.610149	0.452521	0.522324	0.025155
AAP	2022-08-19	1,088,348	2,043,521	0.541263	0.434234	0.547231	0.018535
AAP	2022-08-26	2,772,748	5,376,931	0.560228	0.529309	0.441437	0.029254
AAP	2022-09-02	2,094,288	3,082,189	0.709061	0.4507	0.523709	0.025591
AAP	2022-09-09	1,268,391	1,983,932	0.677275	0.445486	0.531506	0.023009
AAP	2022-09-16	2,364,533	3,949,458	0.652996	0.410898	0.566689	0.022413
AAP	2022-09-23	1,622,837	3,013,965	0.591439	0.430603	0.545879	0.023518
AAP	2022-09-30	1,131,331	2,552,994	0.547343	0.408962	0.520617	0.07042
AAP	2022-10-07	1,429,127	2,634,439	0.606213	0.392897	0.541797	0.065306
AAP	2022-10-14	1,568,885	2,685,082	0.61555	0.390442	0.539339	0.07022
AAP	2022-10-21	1,397,660	2,823,560	0.537933	0.441593	0.536474	0.021933
AAP	2022-10-28	1,472,343	2,655,253	0.539203	0.461708	0.511848	0.026444
AAP	2022-11-04	1,471,136	2,782,095	0.572306	0.449569	0.52457	0.025861
AAP	2022-11-11	1,350,461	2,779,678	0.491722	0.461397	0.519376	0.019227
AAP	2022-11-18	4,466,817	8,817,348	0.519822	0.597658	0.386547	0.015795
AAP	2022-11-25	1,580,920	4,220,022	0.377561	0.611716	0.375404	0.01288
AAP	2022-12-02	1,811,580	4,338,945	0.464933	0.49493	0.486371	0.018699
AAP	2022-12-09	1,909,285	3,961,406	0.541988	0.514728	0.467839	0.017433
AAP	2022-12-16	1,917,295	4,285,819	0.515356	0.475311	0.507106	0.017583
AAP	2022-12-23	1,168,456	2,558,837	0.490772	0.511256	0.458875	0.029869
AAP	2022-12-30	1,260,553	2,252,988	0.618965	0.54669	0.432617	0.020693
AAP	2023-01-06	1,405,388	2,636,023	0.565261	0.509937	0.467601	0.022462
AAP	2023-01-13	1,446,874	2,667,345	0.513804	0.503841	0.478281	0.017878
AAP	2023-01-20	1,257,826	2,348,705	0.617179	0.516972	0.458144	0.024884
AAP	2023-01-27	1,621,160	3,294,649	0.498421	0.540064	0.435818	0.024118
AAP	2023-02-03	1,920,342	3,857,233	0.49629	0.453969	0.52052	0.025511
AAP	2023-02-10	1,568,717	3,509,123	0.47236	0.505752	0.462088	0.03216
AAP	2023-02-17	1,400,614	4,063,841	0.379717	0.462457	0.510264	0.02728
AAP	2023-02-24	1,730,544	5,072,224	0.404583	0.447566	0.52149	0.030944
AAP	2023-03-03	3,484,808	8,202,177	0.484266	0.536864	0.433321	0.029815
AAP	2023-03-10	2,132,828	4,943,818	0.434956	0.551457	0.418905	0.029638
AAP	2023-03-17	3,602,712	8,421,005	0.471746	0.413522	0.56443	0.022049
AAP	2023-03-24	3,041,743	6,163,025	0.516198	0.505989	0.466403	0.027607
AAP	2023-03-31	2,264,169	4,547,241	0.556186	0.504894	0.467378	0.027728
AAP	2023-04-07	1,534,738	2,970,560	0.593939	0.510592	0.461553	0.027855
AAP	2023-04-14	1,886,294	4,031,494	0.491238	0.5602	0.411077	0.028722
AAP	2023-04-21	1,992,966	4,331,619	0.51729	0.561765	0.408351	0.029884
AAP	2023-04-28	1,682,843	3,260,841	0.558297	0.520078	0.447755	0.032167
AAP	2023-05-05	1,701,842	3,211,547	0.578979	0.514783	0.451741	0.033476
AAP	2023-05-12	1,469,859	2,825,067	0.526093	0.452332	0.515122	0.032545
AAP	2023-05-19	1,911,716	3,497,987	0.558786	0.480319	0.490812	0.02887
AAP	2023-05-26	2,267,720	4,487,270	0.553671	0.535213	0.433376	0.031411
AAP	2023-06-02	11,816,966	30,983,712	0.402801	0.629994	0.356335	0.013671
AAP	2023-06-09	4,992,317	12,538,665	0.417543	0.624986	0.372627	0.002387
AAP	2023-06-16	6,729,264	14,801,679	0.456456	0.586863	0.40656	0.006576
AAP	2023-06-23	3,124,504	7,923,822	0.387455	0.513735	0.483558	0.002707
AAP	2023-06-30	2,669,391	5,598,928	0.548765	0.283174	0.711432	0.005395
AAP	2023-07-07	1,340,109	2,837,610	0.468863	0.013093	0.982643	0.004264
AAP	2023-07-14	1,686,916	4,069,316	0.450832	0.012438	0.982506	0.005056
AAP	2023-07-21	1,298,815	3,247,972	0.443044	0.013519	0.975125	0.011356
AAP	2023-07-28	1,247,627	2,744,438	0.543506	0.020512	0.966198	0.01329
AAP	2023-08-04	1,366,830	3,072,654	0.534703	0.020411	0.968905	0.010684
AAP	2023-08-11	978,987	2,364,385	0.520821	0.0231	0.959338	0.017563
AAP	2023-08-18	1,495,720	2,928,079	0.513571	0.016386	0.976849	0.006765
AAP	2023-08-25	5,630,673	12,597,985	0.588297	0.025801	0.968499	0.0057
AAP	2023-09-01	2,444,753	6,162,779	0.627254	0.015851	0.97607	0.008079
AAP	2023-09-08	1,672,795	3,181,619	0.588576	0.017718	0.977133	0.005149
AAP	2023-09-15	2,841,840	6,703,779	0.5264	0.020391	0.97704	0.002569
AAP	2023-09-22	1,303,429	3,021,247	0.450985	0.019828	0.975744	0.004428
AAP	2023-09-29	1,496,072	3,285,200	0.493176	0.013969	0.983304	0.002728
AAP	2023-10-06	1,526,745	3,536,056	0.527981	0.013951	0.980006	0.006042
AAP	2023-10-13	1,734,591	3,212,602	0.514656	0.00978	0.984035	0.006185
AAP	2023-10-20	1,222,367	2,774,786	0.519338	0.013336	0.97586	0.010804
AAP	2023-10-27	1,438,827	2,893,842	0.596953	0.018818	0.966415	0.014766
AAP	2023-11-03	1,337,819	2,691,096	0.553434	0.012967	0.966695	0.020338
AAP	2023-11-10	1,960,218	3,189,793	0.564436	0.010315	0.979407	0.010278
AAP	2023-11-17	3,292,307	6,317,913	0.541612	0.023939	0.966274	0.009787
AAP	2023-11-24	1,171,714	2,309,835	0.568162	0.014494	0.980032	0.005474
AAP	2023-12-01	1,574,056	2,795,755	0.566115	0.011485	0.98269	0.005826
AAP	2023-12-08	1,983,906	3,626,145	0.578851	0.007531	0.977793	0.014676
AAP	2023-12-15	2,556,709	4,883,511	0.629176	0.011353	0.973052	0.015595
AAP	2023-12-22	1,239,252	2,299,784	0.648886	0.010526	0.967344	0.02213
AAP	2023-12-29	766,327	1,622,534	0.525591	0.015455	0.969614	0.014931
AAP	2024-01-05	1,330,896	2,406,446	0.573871	0.011975	0.97661	0.011415

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