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
ACTG	2021-02-19	1,521,371	4,195,868	0.444666	0.757627	0.226789	0.015583
ACTG	2021-02-26	1,382,750	5,576,160	0.369993	0.682613	0.26252	0.054867
ACTG	2021-03-05	1,079,029	4,105,800	0.342495	0.699095	0.282055	0.01885
ACTG	2021-03-12	615,235	2,357,620	0.384481	0.699059	0.278307	0.022634
ACTG	2021-03-19	1,176,154	3,645,295	0.459357	0.826134	0.154946	0.01892
ACTG	2021-03-26	1,500,694	3,362,007	0.498093	0.7982	0.191015	0.010785
ACTG	2021-04-02	1,035,649	2,160,625	0.487056	0.76555	0.217669	0.016781
ACTG	2021-04-09	799,196	1,524,702	0.643648	0.74702	0.20009	0.05289
ACTG	2021-04-16	1,144,151	2,439,114	0.60411	0.752745	0.211233	0.036022
ACTG	2021-04-23	708,776	1,510,622	0.56268	0.716066	0.242836	0.041098
ACTG	2021-04-30	437,529	866,720	0.505022	0.7443	0.211738	0.043963
ACTG	2021-05-07	559,549	1,271,938	0.536389	0.646097	0.218036	0.135867
ACTG	2021-05-14	637,726	1,448,461	0.499686	0.654699	0.225488	0.119813
ACTG	2021-05-21	582,423	1,303,036	0.476117	0.76504	0.194437	0.040523
ACTG	2021-05-28	374,654	1,076,832	0.390343	0.804766	0.165955	0.029279
ACTG	2021-06-04	342,761	1,021,946	0.459053	0.837877	0.141711	0.020411
ACTG	2021-06-11	1,426,643	3,102,406	0.453852	0.787199	0.188853	0.023948
ACTG	2021-06-18	286,012	867,116	0.445145	0.761901	0.207565	0.030534
ACTG	2021-06-25	297,679	894,160	0.414779	0.836771	0.141322	0.021908
ACTG	2021-07-02	388,939	982,818	0.439205	0.76957	0.159093	0.071337
ACTG	2021-07-09	255,094	670,577	0.442156	0.795939	0.17698	0.027081
ACTG	2021-07-16	231,748	577,453	0.496835	0.689842	0.235239	0.074919
ACTG	2021-07-23	302,111	701,416	0.565439	0.686059	0.287691	0.026249
ACTG	2021-07-30	140,157	542,240	0.371775	0.764313	0.21034	0.025348
ACTG	2021-08-06	138,521	368,612	0.438844	0.745049	0.222171	0.03278
ACTG	2021-08-13	186,204	494,966	0.478867	0.673852	0.289647	0.036501
ACTG	2021-08-20	261,066	630,848	0.413912	0.789851	0.190035	0.020114
ACTG	2021-08-27	208,606	575,437	0.460754	0.746912	0.193415	0.059673
ACTG	2021-09-03	716,451	2,257,072	0.362175	0.813502	0.164058	0.02244
ACTG	2021-09-10	680,082	1,493,748	0.507383	0.764304	0.161162	0.074534
ACTG	2021-09-17	477,333	1,272,746	0.418917	0.688093	0.236824	0.075083
ACTG	2021-09-24	554,730	1,727,532	0.344476	0.821722	0.157762	0.020516
ACTG	2021-10-01	1,072,802	2,353,170	0.439368	0.851904	0.122801	0.025295
ACTG	2021-10-08	838,204	2,248,914	0.4668	0.795055	0.192061	0.012884
ACTG	2021-10-15	499,727	1,181,558	0.467463	0.791659	0.17998	0.028361
ACTG	2021-10-22	329,241	811,182	0.489168	0.782185	0.200422	0.017392
ACTG	2021-10-29	237,690	560,441	0.46116	0.706013	0.182391	0.111596
ACTG	2021-11-05	305,145	817,718	0.363743	0.723472	0.246843	0.029685
ACTG	2021-11-12	571,609	1,103,481	0.577705	0.808466	0.169443	0.022092
ACTG	2021-11-19	490,659	1,042,244	0.544313	0.802273	0.170497	0.027231
ACTG	2021-11-26	348,389	608,035	0.580931	0.801077	0.173658	0.025265
ACTG	2021-12-03	647,451	1,166,142	0.601986	0.795573	0.190778	0.013649
ACTG	2021-12-10	325,060	740,312	0.503721	0.769261	0.206552	0.024188
ACTG	2021-12-17	407,994	952,133	0.43391	0.645772	0.312981	0.041247
ACTG	2021-12-24	242,096	676,887	0.40884	0.675629	0.24121	0.083161
ACTG	2021-12-31	305,117	777,828	0.469008	0.708508	0.232477	0.059015
ACTG	2022-01-07	261,523	683,894	0.457006	0.714487	0.217354	0.068159
ACTG	2022-01-14	291,388	602,825	0.549458	0.707647	0.229084	0.063269
ACTG	2022-01-21	397,879	726,404	0.552049	0.748737	0.202792	0.048472
ACTG	2022-01-28	642,900	1,473,593	0.579343	0.69322	0.273471	0.033309
ACTG	2022-02-04	351,176	880,171	0.521504	0.546159	0.368996	0.084844
ACTG	2022-02-11	648,915	1,181,622	0.519233	0.711365	0.238979	0.049656
ACTG	2022-02-18	325,017	611,137	0.56691	0.717925	0.260852	0.021223
ACTG	2022-02-25	356,249	620,824	0.6017	0.748851	0.232071	0.019078
ACTG	2022-03-04	305,425	476,548	0.679916	0.754952	0.215974	0.029074
ACTG	2022-03-11	405,126	607,124	0.675532	0.739996	0.232436	0.027568
ACTG	2022-03-18	372,372	718,534	0.647874	0.717045	0.236457	0.046498
ACTG	2022-03-25	673,603	1,170,694	0.663859	0.74883	0.229852	0.021318
ACTG	2022-04-01	743,012	1,389,324	0.627593	0.689952	0.290535	0.019513
ACTG	2022-04-08	478,616	871,783	0.67531	0.688309	0.283391	0.0283
ACTG	2022-04-15	360,731	513,890	0.753002	0.751794	0.214037	0.034168
ACTG	2022-04-22	476,086	755,634	0.750787	0.663099	0.286993	0.049908
ACTG	2022-04-29	783,648	1,430,615	0.692045	0.585469	0.386551	0.02798
ACTG	2022-05-06	630,235	1,043,894	0.706167	0.650472	0.310531	0.038997
ACTG	2022-05-13	758,264	1,451,637	0.652362	0.688602	0.27251	0.038889
ACTG	2022-05-20	643,874	1,130,248	0.611738	0.603768	0.351144	0.045089
ACTG	2022-05-27	824,396	1,429,186	0.678688	0.562361	0.339428	0.098211
ACTG	2022-06-03	690,493	1,321,192	0.660408	0.612432	0.342359	0.045209
ACTG	2022-06-10	992,644	1,332,713	0.826347	0.588858	0.370621	0.040521
ACTG	2022-06-17	853,216	1,125,502	0.798504	0.604605	0.351278	0.044117
ACTG	2022-06-24	1,084,766	1,705,629	0.642131	0.607524	0.349909	0.042567
ACTG	2022-07-01	799,851	1,665,572	0.535145	0.64959	0.310045	0.040366
ACTG	2022-07-08	610,217	1,138,347	0.67428	0.570685	0.374623	0.054692
ACTG	2022-07-15	409,931	795,959	0.52724	0.749544	0.203599	0.046857
ACTG	2022-07-22	167,383	335,144	0.603283	0.739314	0.190994	0.069692
ACTG	2022-07-29	213,715	409,184	0.600402	0.741545	0.213678	0.044777
ACTG	2022-08-05	281,051	669,336	0.520115	0.664401	0.300643	0.034956
ACTG	2022-08-12	269,627	611,036	0.439566	0.691137	0.259152	0.049711
ACTG	2022-08-19	530,423	810,182	0.608087	0.748415	0.235398	0.016186
ACTG	2022-08-26	282,321	529,086	0.508271	0.720293	0.252768	0.026939
ACTG	2022-09-02	228,926	370,634	0.646931	0.764368	0.206092	0.029539
ACTG	2022-09-09	169,061	320,033	0.508501	0.703951	0.247716	0.048333
ACTG	2022-09-16	222,769	355,421	0.482225	0.726061	0.23517	0.038769
ACTG	2022-09-23	199,814	290,090	0.565149	0.746771	0.219952	0.033278
ACTG	2022-09-30	222,935	407,447	0.565434	0.706971	0.190646	0.102383
ACTG	2022-10-07	214,567	397,551	0.490047	0.729182	0.162669	0.108149
ACTG	2022-10-14	111,101	639,760	0.340695	0.730165	0.149825	0.12001
ACTG	2022-10-21	736,384	3,055,278	0.57111	0.652279	0.3193	0.028421
ACTG	2022-10-28	204,525	969,741	0.3406	0.670633	0.280806	0.048561
ACTG	2022-11-04	512,059	1,752,618	0.263521	0.788461	0.185018	0.026521
ACTG	2022-11-11	240,084	685,202	0.37156	0.73485	0.232932	0.032218
ACTG	2022-11-18	155,349	507,315	0.334809	0.76148	0.193965	0.044555
ACTG	2022-11-25	143,099	488,785	0.363925	0.775868	0.185698	0.038434
ACTG	2022-12-02	178,119	533,978	0.444499	0.670085	0.276876	0.053039
ACTG	2022-12-09	151,898	450,982	0.362131	0.717445	0.253881	0.028674
ACTG	2022-12-16	255,304	712,492	0.506977	0.64141	0.281843	0.076747
ACTG	2022-12-23	469,481	1,078,098	0.468349	0.72122	0.215372	0.063408
ACTG	2022-12-30	337,055	1,028,799	0.440166	0.698193	0.231465	0.070341
ACTG	2023-01-06	239,505	622,797	0.56119	0.788059	0.16082	0.051122
ACTG	2023-01-13	309,142	1,337,754	0.259953	0.784825	0.176679	0.038496

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