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
ABSI	2021-10-01	613,065	949,251	0.740627	0.712128	0.226356	0.061517
ABSI	2021-10-08	632,454	931,296	0.76197	0.68476	0.257476	0.057764
ABSI	2021-10-15	239,199	292,524	0.768332	0.727526	0.229467	0.043008
ABSI	2021-10-22	306,318	388,255	0.77067	0.673559	0.26189	0.064551
ABSI	2021-10-29	431,681	569,311	0.811867	0.608145	0.255802	0.136053
ABSI	2021-11-05	278,416	397,614	0.750095	0.735682	0.212401	0.051917
ABSI	2021-11-12	910,683	1,232,378	0.726029	0.748403	0.19473	0.056867
ABSI	2021-11-19	471,420	560,261	0.824261	0.73455	0.227654	0.037796
ABSI	2021-11-26	327,017	361,864	0.851476	0.722007	0.228501	0.049492
ABSI	2021-12-03	525,757	594,887	0.772023	0.757226	0.21583	0.026943
ABSI	2021-12-10	381,788	494,801	0.723056	0.661537	0.270033	0.06843
ABSI	2021-12-17	668,924	1,394,479	0.639944	0.685155	0.261875	0.052971
ABSI	2021-12-24	546,693	798,044	0.729943	0.565186	0.349059	0.085756
ABSI	2021-12-31	672,561	929,063	0.765725	0.723272	0.237098	0.03963
ABSI	2022-01-07	15,408,140	25,948,187	0.706369	0.680531	0.285882	0.033586
ABSI	2022-01-14	3,401,637	5,125,251	0.76645	0.733288	0.244202	0.022511
ABSI	2022-01-21	1,505,190	2,535,113	0.633993	0.7496	0.23279	0.01761
ABSI	2022-01-28	1,608,638	2,952,995	0.635377	0.626014	0.349931	0.024055
ABSI	2022-02-04	1,326,532	1,899,208	0.776252	0.675483	0.296954	0.027563
ABSI	2022-02-11	1,353,960	2,286,411	0.637479	0.727002	0.247389	0.025609
ABSI	2022-02-18	974,671	1,647,732	0.697703	0.707191	0.263492	0.029317
ABSI	2022-02-25	775,948	1,373,888	0.567446	0.655339	0.295196	0.049465
ABSI	2022-03-04	995,067	1,601,569	0.688465	0.681001	0.288298	0.030701
ABSI	2022-03-11	1,165,357	1,843,649	0.673491	0.590909	0.371379	0.037712
ABSI	2022-03-18	1,042,304	2,060,383	0.514579	0.524161	0.421863	0.053976
ABSI	2022-03-25	1,636,328	2,604,108	0.685771	0.731053	0.229977	0.03897
ABSI	2022-04-01	591,123	810,868	0.838131	0.601867	0.358687	0.039446
ABSI	2022-04-08	512,810	638,788	0.83995	0.598324	0.370111	0.031565
ABSI	2022-04-15	432,609	616,471	0.808931	0.610449	0.356251	0.0333
ABSI	2022-04-22	372,841	586,638	0.773882	0.669635	0.299798	0.030567
ABSI	2022-04-29	537,146	798,660	0.750812	0.689447	0.266177	0.044376
ABSI	2022-05-06	859,904	1,350,394	0.687933	0.718305	0.238648	0.043047
ABSI	2022-05-13	1,399,143	2,855,813	0.660757	0.674144	0.267015	0.058841
ABSI	2022-05-20	717,491	1,133,822	0.717238	0.633456	0.320587	0.045957
ABSI	2022-05-27	697,053	1,076,844	0.73817	0.66436	0.245814	0.089825
ABSI	2022-06-03	598,108	976,152	0.77854	0.729559	0.23435	0.03609
ABSI	2022-06-10	643,683	836,934	0.781017	0.70198	0.274693	0.023327
ABSI	2022-06-17	1,088,333	1,423,524	0.778773	0.672711	0.3073	0.019989
ABSI	2022-06-24	579,427	783,646	0.718489	0.593769	0.379448	0.026783
ABSI	2022-07-01	395,269	538,776	0.694891	0.597109	0.369924	0.032967
ABSI	2022-07-08	368,611	592,541	0.703935	0.791814	0.194407	0.01378
ABSI	2022-07-15	284,465	649,472	0.451513	0.663484	0.292166	0.04435
ABSI	2022-07-22	550,306	771,247	0.686833	0.642936	0.281918	0.075146
ABSI	2022-07-29	277,622	359,561	0.773632	0.784564	0.183799	0.031637
ABSI	2022-08-05	770,094	1,550,797	0.585374	0.795354	0.183684	0.020961
ABSI	2022-08-12	9,200,482	15,413,493	0.603414	0.829146	0.158611	0.012243
ABSI	2022-08-19	661,320	1,072,627	0.582823	0.723459	0.258232	0.018309
ABSI	2022-08-26	481,327	731,960	0.650671	0.766167	0.207994	0.025839
ABSI	2022-09-02	884,850	1,321,160	0.678304	0.729428	0.239407	0.031165
ABSI	2022-09-09	446,270	776,643	0.563841	0.609452	0.371666	0.018882
ABSI	2022-09-16	821,865	1,090,484	0.717669	0.566658	0.395008	0.038334
ABSI	2022-09-23	440,383	652,329	0.624671	0.633061	0.347506	0.019433
ABSI	2022-09-30	488,951	758,040	0.630284	0.655642	0.225527	0.118831
ABSI	2022-10-07	434,767	625,529	0.634334	0.694599	0.194187	0.111214
ABSI	2022-10-14	264,574	498,178	0.56636	0.678696	0.227257	0.094048
ABSI	2022-10-21	393,036	651,592	0.691961	0.678045	0.285344	0.036611
ABSI	2022-10-28	405,665	675,815	0.69369	0.61861	0.352097	0.029294
ABSI	2022-11-04	331,583	484,973	0.688698	0.677743	0.282514	0.039743
ABSI	2022-11-11	499,853	1,072,655	0.604499	0.641721	0.297876	0.060403
ABSI	2022-11-18	417,156	1,049,649	0.416622	0.765149	0.185697	0.049153
ABSI	2022-11-25	286,951	599,215	0.466727	0.816392	0.148091	0.035517
ABSI	2022-12-02	1,186,977	2,184,555	0.470388	0.889233	0.098444	0.012323
ABSI	2022-12-09	1,065,458	1,722,916	0.509327	0.834694	0.134159	0.031147
ABSI	2022-12-16	752,489	1,376,146	0.512873	0.801622	0.163581	0.034796
ABSI	2022-12-23	520,021	874,430	0.573579	0.803064	0.169761	0.027174
ABSI	2022-12-30	805,241	1,527,425	0.634701	0.78484	0.192475	0.022685
ABSI	2023-01-06	744,248	1,334,104	0.586861	0.776613	0.201017	0.02237
ABSI	2023-01-13	497,148	922,901	0.629153	0.714851	0.260628	0.024521
ABSI	2023-01-20	690,602	1,405,470	0.560976	0.817949	0.161898	0.020153
ABSI	2023-01-27	1,095,185	2,063,368	0.590206	0.843581	0.139697	0.016723
ABSI	2023-02-03	859,794	1,570,409	0.667816	0.822258	0.161207	0.016535
ABSI	2023-02-10	1,478,784	2,839,139	0.70659	0.748913	0.237875	0.013212
ABSI	2023-02-17	502,846	1,169,820	0.554553	0.768832	0.202588	0.02858
ABSI	2023-02-24	534,293	1,370,665	0.553983	0.794666	0.179655	0.025679
ABSI	2023-03-03	592,657	1,508,682	0.559076	0.722292	0.246798	0.030909
ABSI	2023-03-10	886,869	1,504,493	0.685374	0.723443	0.259452	0.017104
ABSI	2023-03-17	587,901	1,242,475	0.631727	0.722409	0.252251	0.02534
ABSI	2023-03-24	710,896	1,235,664	0.71543	0.740556	0.227867	0.031577
ABSI	2023-03-31	463,382	876,110	0.714264	0.682494	0.271623	0.045884
ABSI	2023-04-07	376,977	699,975	0.649778	0.763056	0.197593	0.039351
ABSI	2023-04-14	519,496	822,618	0.711623	0.756325	0.199936	0.04374
ABSI	2023-04-21	357,946	737,914	0.443903	0.794041	0.19134	0.014619
ABSI	2023-04-28	679,867	1,442,908	0.607633	0.772134	0.192864	0.035002
ABSI	2023-05-05	603,065	1,582,102	0.463341	0.812963	0.154024	0.033013
ABSI	2023-05-12	441,960	1,347,073	0.496823	0.769971	0.177997	0.052032
ABSI	2023-05-19	803,660	1,508,998	0.671761	0.822769	0.130641	0.04659
ABSI	2023-05-26	2,252,302	4,770,748	0.670978	0.789776	0.179284	0.03094
ABSI	2023-06-02	854,584	1,726,395	0.657338	0.74428	0.231354	0.024366
ABSI	2023-06-09	759,996	1,622,859	0.663318	0.773005	0.224438	0.002556
ABSI	2023-06-16	552,049	1,285,044	0.590076	0.814482	0.185192	0.000326
ABSI	2023-06-23	1,257,361	2,913,788	0.536113	0.868661	0.130835	0.000503
ABSI	2023-06-30	600,640	1,567,039	0.449727	0.550281	0.440767	0.008952
ABSI	2023-07-07	43,294	85,895	0.488907	0.084997	0.91372	0.001283
ABSI	2023-07-14	117,010	333,676	0.486241	0.0895	0.904079	0.006421
ABSI	2023-07-21	98,294	220,743	0.470911	0.067883	0.931079	0.001039
ABSI	2023-07-28	71,703	162,891	0.456874	0.033995	0.959309	0.006696
ABSI	2023-08-04	87,568	155,677	0.658442	0.02147	0.975721	0.00281
ABSI	2023-08-11	80,631	181,786	0.467995	0.030231	0.967579	0.002189
ABSI	2023-08-18	63,013	109,401	0.522202	0.036581	0.957007	0.006412
ABSI	2023-08-25	116,067	172,674	0.621517	0.032373	0.966549	0.001078

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