Split (1)

train · 2.55M 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
ACM	2022-11-11	1,084,467	2,735,323	0.444988	0.383831	0.575654	0.040515
ACM	2022-11-18	1,519,511	2,967,611	0.535658	0.35875	0.617198	0.024053
ACM	2022-11-25	1,314,315	2,320,103	0.593593	0.419082	0.553198	0.02772
ACM	2022-12-02	1,220,858	2,647,248	0.541202	0.425255	0.546499	0.028246
ACM	2022-12-09	891,996	2,002,065	0.48624	0.357934	0.619586	0.02248
ACM	2022-12-16	1,611,360	3,655,435	0.46471	0.285748	0.687321	0.026931
ACM	2022-12-23	1,202,219	2,446,634	0.511066	0.353861	0.62857	0.017569
ACM	2022-12-30	708,080	1,287,161	0.554573	0.412534	0.561666	0.025799
ACM	2023-01-06	1,171,545	2,704,917	0.460178	0.371061	0.615379	0.01356
ACM	2023-01-13	1,498,161	3,787,296	0.433249	0.358149	0.625209	0.016641
ACM	2023-01-20	1,241,175	2,759,300	0.538118	0.41198	0.567723	0.020297
ACM	2023-01-27	1,072,056	2,761,878	0.441096	0.433827	0.546277	0.019896
ACM	2023-02-03	1,474,759	3,863,550	0.488309	0.434553	0.542435	0.023012
ACM	2023-02-10	2,745,628	6,338,860	0.455471	0.454964	0.522525	0.022511
ACM	2023-02-17	1,545,283	3,564,327	0.47934	0.411884	0.566633	0.021483
ACM	2023-02-24	1,296,560	2,826,297	0.468005	0.428147	0.551598	0.020254
ACM	2023-03-03	4,003,424	7,650,698	0.566907	0.367305	0.611589	0.021106
ACM	2023-03-10	2,101,880	4,036,785	0.597068	0.488791	0.489744	0.021465
ACM	2023-03-17	3,299,224	5,448,304	0.660172	0.420572	0.557316	0.022112
ACM	2023-03-24	1,704,910	3,323,087	0.647369	0.36186	0.613926	0.024213
ACM	2023-03-31	1,377,138	2,428,149	0.591124	0.437255	0.545424	0.017321
ACM	2023-04-07	1,601,477	2,591,177	0.661705	0.475139	0.507527	0.017334
ACM	2023-04-14	1,139,738	2,310,195	0.559312	0.347045	0.633489	0.019467
ACM	2023-04-21	902,611	1,680,750	0.629443	0.422813	0.550692	0.026494
ACM	2023-04-28	974,387	1,903,906	0.635315	0.440077	0.537879	0.022044
ACM	2023-05-05	1,208,721	2,467,229	0.569331	0.377033	0.600168	0.022799
ACM	2023-05-12	1,856,617	3,795,292	0.558913	0.43227	0.543664	0.024066
ACM	2023-05-19	1,131,315	2,471,493	0.440408	0.403188	0.581621	0.015191
ACM	2023-05-26	1,224,448	2,936,480	0.41388	0.426959	0.550997	0.022045
ACM	2023-06-02	3,282,713	6,654,459	0.485601	0.351255	0.633702	0.015043
ACM	2023-06-09	1,620,188	3,304,531	0.534334	0.472329	0.521072	0.0066
ACM	2023-06-16	2,713,330	4,675,572	0.669314	0.348973	0.644152	0.006875
ACM	2023-06-23	1,240,677	2,461,251	0.619992	0.324474	0.669245	0.00628
ACM	2023-06-30	1,079,774	2,807,478	0.521963	0.248536	0.747348	0.004116
ACM	2023-07-07	731,195	1,247,115	0.533568	0.011982	0.977493	0.010525
ACM	2023-07-14	667,185	1,098,271	0.663985	0.013061	0.976313	0.010626
ACM	2023-07-21	584,413	968,002	0.648459	0.019532	0.971712	0.008756
ACM	2023-07-28	499,855	948,261	0.58673	0.021987	0.965213	0.012801
ACM	2023-08-04	609,578	1,135,442	0.624068	0.02528	0.968583	0.006137
ACM	2023-08-11	1,079,186	1,660,688	0.771504	0.037395	0.953723	0.008883
ACM	2023-08-18	908,359	1,536,960	0.672838	0.006942	0.988151	0.004906
ACM	2023-08-25	858,031	1,399,497	0.694404	0.010637	0.977581	0.011782
ACM	2023-09-01	738,293	1,412,717	0.589042	0.012664	0.974068	0.013268
ACM	2023-09-08	444,151	819,476	0.628965	0.01307	0.969864	0.017066
ACM	2023-09-15	1,258,090	2,603,548	0.659468	0.010776	0.984635	0.004588
ACM	2023-09-22	1,015,591	1,864,473	0.51702	0.008268	0.990178	0.001554
ACM	2023-09-29	946,385	1,898,603	0.597339	0.007657	0.986246	0.006097
ACM	2023-10-06	668,035	1,291,290	0.616893	0.010315	0.975563	0.014122
ACM	2023-10-13	459,974	899,766	0.499341	0.008792	0.98163	0.009577
ACM	2023-10-20	577,398	1,461,343	0.504239	0.011646	0.976936	0.011419
ACM	2023-10-27	534,211	1,120,728	0.603902	0.016396	0.975292	0.008313
ACM	2023-11-03	555,310	1,118,468	0.602904	0.015675	0.966656	0.017669
ACM	2023-11-10	500,226	1,296,944	0.49765	0.016903	0.971788	0.011309
ACM	2023-11-17	651,822	1,935,453	0.428176	0.018662	0.962011	0.019327
ACM	2023-11-24	350,147	925,234	0.407247	0.015568	0.970296	0.014136
ACM	2023-12-01	965,002	2,414,728	0.396434	0.010627	0.982712	0.00666
ACM	2023-12-08	449,718	1,452,078	0.412695	0.012183	0.972714	0.015103
ACM	2023-12-15	802,901	2,785,368	0.426318	0.016272	0.971332	0.012396
ACM	2023-12-22	424,005	1,450,624	0.441233	0.012621	0.969093	0.018285
ACM	2023-12-29	260,495	636,653	0.34723	0.01093	0.976678	0.012392
ACM	2024-01-05	446,061	1,058,435	0.424579	0.012703	0.978847	0.00845
ACM	2024-01-12	420,729	1,279,802	0.427039	0.015934	0.970025	0.014041
ACM	2024-01-19	283,779	837,132	0.412535	0.008721	0.965828	0.025451
ACM	2024-01-26	366,816	1,003,382	0.413064	0.012892	0.962672	0.024436
ACM	2024-02-02	506,553	1,573,928	0.333273	0.014664	0.981136	0.0042
ACM	2024-02-09	870,259	1,918,757	0.485673	0.014168	0.965224	0.020608
ACM	2024-02-16	502,375	1,045,827	0.599811	0.008738	0.963442	0.02782
ACM	2024-02-23	370,015	806,214	0.446312	0.008537	0.973989	0.017473
ACM	2024-03-01	519,343	1,440,584	0.509197	0.015293	0.969174	0.015533
ACM	2024-03-08	462,624	1,084,404	0.555752	0.023076	0.950826	0.026098
ACM	2024-03-15	1,171,278	2,293,876	0.537433	0.017388	0.968713	0.013898
ACM	2024-03-22	666,694	1,719,305	0.52556	0.017557	0.969737	0.012706
ACM	2024-03-29	584,485	1,204,429	0.586651	0.015539	0.966159	0.018302
ACM	2024-04-05	425,721	1,098,596	0.544874	0.01048	0.958516	0.031004
ACM	2024-04-12	368,298	772,384	0.61413	0.03208	0.934863	0.033058
ACM	2024-04-19	437,051	1,052,166	0.553649	0.014274	0.955697	0.030029
ACM	2024-04-26	596,341	1,207,203	0.598836	0.020031	0.929881	0.050089
ACM	2024-05-03	433,098	1,132,114	0.566236	0.010696	0.936484	0.05282
ACM	2024-05-10	822,413	1,826,592	0.618102	0.018663	0.939469	0.041868
ACM	2024-05-17	612,329	1,224,698	0.579098	0.011425	0.957527	0.031048
ACM	2024-05-24	665,870	1,244,394	0.656247	0.0158	0.957254	0.026946
ACM	2024-05-31	1,285,283	2,988,393	0.631359	0.022722	0.953998	0.023279
ACM	2024-06-07	409,524	1,146,535	0.369553	0.016696	0.949346	0.033957
ACM	2024-06-14	424,546	1,186,269	0.500751	0.012013	0.935236	0.052751
ACM	2024-06-21	428,572	1,353,115	0.53434	0.010176	0.952631	0.037194
ACM	2024-06-28	598,992	1,765,743	0.494665	0.010914	0.947204	0.041882
ACM	2024-07-05	602,629	1,161,145	0.617162	0.012411	0.947731	0.039858
ACM	2024-07-12	644,061	1,452,351	0.560981	0.009244	0.969134	0.021622
ACM	2024-07-19	860,366	1,541,761	0.617744	0.006148	0.969933	0.023919
ACM	2024-07-26	949,116	1,771,686	0.65682	0.010034	0.963407	0.026558
ACM	2024-08-02	829,010	1,537,991	0.646469	0.011937	0.962492	0.025571
ACM	2024-08-09	1,433,901	2,802,839	0.587704	0.016489	0.950766	0.032745
ACM	2024-08-16	575,724	1,258,145	0.554932	0.012248	0.968516	0.019236
ACM	2024-08-23	309,250	796,509	0.477232	0.012577	0.969512	0.017912
ACM	2024-08-30	772,604	1,764,644	0.610626	0.019217	0.957818	0.022965
ACM	2024-09-06	560,629	1,081,453	0.675013	0.010727	0.970573	0.0187
ACM	2024-09-13	478,410	1,128,016	0.601546	0.017581	0.948031	0.034388
ACM	2024-09-20	984,936	2,447,759	0.679726	0.009521	0.978091	0.012388
ACM	2024-09-27	1,062,125	1,997,715	0.541386	0.010286	0.981205	0.00851
ACM	2024-10-04	703,180	1,415,570	0.640587	0.010529	0.947584	0.041888

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