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
ACEL	2021-02-12	348,483	947,104	0.431994	0.350546	0.615967	0.033488
ACEL	2021-02-19	261,767	477,758	0.583915	0.341994	0.63374	0.024266
ACEL	2021-02-26	425,793	761,207	0.62506	0.365227	0.592535	0.042237
ACEL	2021-03-05	632,860	1,124,967	0.556754	0.361989	0.612582	0.025429
ACEL	2021-03-12	569,050	866,062	0.696653	0.304892	0.673479	0.021629
ACEL	2021-03-19	1,043,768	1,840,245	0.6163	0.373437	0.58878	0.037783
ACEL	2021-03-26	666,585	1,203,023	0.598163	0.334739	0.65384	0.01142
ACEL	2021-04-02	272,107	509,493	0.625874	0.300246	0.656207	0.043547
ACEL	2021-04-09	294,513	595,054	0.498366	0.325891	0.616788	0.057321
ACEL	2021-04-16	299,617	625,946	0.468136	0.435795	0.502048	0.062157
ACEL	2021-04-23	462,151	934,959	0.531524	0.379509	0.563738	0.056754
ACEL	2021-04-30	546,629	1,103,949	0.518863	0.420201	0.516454	0.063345
ACEL	2021-05-07	453,044	874,122	0.594854	0.280625	0.612138	0.107237
ACEL	2021-05-14	776,231	1,586,981	0.524288	0.515484	0.40807	0.076446
ACEL	2021-05-21	272,524	808,567	0.374624	0.447483	0.506919	0.045598
ACEL	2021-05-28	241,533	723,995	0.423977	0.433718	0.531619	0.034663
ACEL	2021-06-04	205,909	555,074	0.411506	0.274261	0.690578	0.03516
ACEL	2021-06-11	185,286	818,996	0.282962	0.257697	0.658245	0.084058
ACEL	2021-06-18	574,280	1,580,127	0.385288	0.244298	0.677725	0.077978
ACEL	2021-06-25	352,950	1,277,629	0.353432	0.237067	0.712104	0.050829
ACEL	2021-07-02	401,931	1,016,095	0.483158	0.301685	0.643035	0.055279
ACEL	2021-07-09	225,412	436,356	0.672885	0.358011	0.605095	0.036895
ACEL	2021-07-16	429,566	743,279	0.63114	0.362568	0.574181	0.063252
ACEL	2021-07-23	476,835	715,676	0.697363	0.364086	0.606817	0.029097
ACEL	2021-07-30	273,915	464,023	0.663352	0.360269	0.603011	0.03672
ACEL	2021-08-06	421,308	670,370	0.650565	0.430967	0.537277	0.031755
ACEL	2021-08-13	336,603	591,474	0.651203	0.3824	0.589576	0.028024
ACEL	2021-08-20	352,107	609,906	0.572679	0.318413	0.638312	0.043275
ACEL	2021-08-27	300,190	567,706	0.54922	0.300957	0.665293	0.033751
ACEL	2021-09-03	347,767	466,251	0.715994	0.364446	0.610634	0.02492
ACEL	2021-09-10	443,008	580,667	0.79506	0.323121	0.650486	0.026393
ACEL	2021-09-17	475,198	874,364	0.700784	0.256354	0.697732	0.045914
ACEL	2021-09-24	300,194	526,516	0.564301	0.270421	0.699613	0.029966
ACEL	2021-10-01	402,562	770,508	0.516313	0.301057	0.676755	0.022188
ACEL	2021-10-08	261,374	496,928	0.527426	0.26134	0.707655	0.031004
ACEL	2021-10-15	261,336	452,599	0.505504	0.261478	0.699586	0.038937
ACEL	2021-10-22	156,432	309,289	0.494688	0.244912	0.730745	0.024343
ACEL	2021-10-29	448,544	1,371,484	0.454255	0.435644	0.464543	0.099813
ACEL	2021-11-05	331,195	1,246,636	0.360798	0.343999	0.595475	0.060526
ACEL	2021-11-12	343,501	1,043,501	0.405692	0.318782	0.639348	0.04187
ACEL	2021-11-19	171,539	622,065	0.294743	0.339772	0.629609	0.030619
ACEL	2021-11-26	293,100	860,160	0.362039	0.310706	0.640957	0.048337
ACEL	2021-12-03	554,730	1,373,670	0.461104	0.235654	0.726435	0.037912
ACEL	2021-12-10	292,840	804,903	0.347883	0.194542	0.780972	0.024487
ACEL	2021-12-17	406,171	1,023,057	0.456295	0.220357	0.738791	0.040853
ACEL	2021-12-24	233,298	772,757	0.353373	0.213561	0.705689	0.08075
ACEL	2021-12-31	271,579	846,644	0.361656	0.289657	0.672168	0.038175
ACEL	2022-01-07	298,951	1,144,082	0.387544	0.282204	0.680639	0.037157
ACEL	2022-01-14	254,402	793,951	0.404379	0.287181	0.675556	0.037263
ACEL	2022-01-21	368,011	688,851	0.587638	0.317345	0.652671	0.029984
ACEL	2022-01-28	433,243	1,059,583	0.555419	0.271022	0.693751	0.035228
ACEL	2022-02-04	397,097	1,031,858	0.479798	0.316624	0.65313	0.030246
ACEL	2022-02-11	388,259	838,117	0.514306	0.31986	0.636269	0.043871
ACEL	2022-02-18	355,058	842,760	0.451357	0.346309	0.628112	0.025579
ACEL	2022-02-25	242,963	529,764	0.536892	0.248352	0.716396	0.035253
ACEL	2022-03-04	384,233	828,340	0.573693	0.324462	0.643062	0.032475
ACEL	2022-03-11	550,769	1,140,725	0.481895	0.301401	0.667815	0.030784
ACEL	2022-03-18	324,289	1,020,552	0.34224	0.220923	0.7504	0.028677
ACEL	2022-03-25	205,809	551,937	0.439068	0.318222	0.632604	0.049174
ACEL	2022-04-01	312,838	728,236	0.468344	0.332988	0.645304	0.021708
ACEL	2022-04-08	253,774	751,844	0.384554	0.344499	0.597966	0.057535
ACEL	2022-04-15	179,194	424,040	0.562615	0.295173	0.660944	0.043883
ACEL	2022-04-22	175,504	472,270	0.453033	0.270855	0.694752	0.034394
ACEL	2022-04-29	321,852	636,375	0.587554	0.34926	0.615789	0.03495
ACEL	2022-05-06	601,983	1,192,467	0.492136	0.383377	0.580989	0.035634
ACEL	2022-05-13	489,339	1,020,514	0.425398	0.30998	0.657823	0.032197
ACEL	2022-05-20	306,608	642,373	0.517534	0.264939	0.699871	0.035189
ACEL	2022-05-27	394,419	821,434	0.461602	0.3086	0.626592	0.064808
ACEL	2022-06-03	343,763	695,678	0.505983	0.259031	0.685363	0.055606
ACEL	2022-06-10	284,386	584,099	0.455129	0.257408	0.692614	0.049979
ACEL	2022-06-17	562,923	875,216	0.667355	0.247162	0.709401	0.043436
ACEL	2022-06-24	287,471	572,038	0.595829	0.224251	0.696422	0.079327
ACEL	2022-07-01	367,494	711,932	0.551804	0.218672	0.730525	0.050803
ACEL	2022-07-08	304,562	627,924	0.594648	0.255487	0.692593	0.05192
ACEL	2022-07-15	294,688	506,067	0.676511	0.249839	0.727646	0.022515
ACEL	2022-07-22	339,026	902,916	0.473432	0.270445	0.684969	0.044586
ACEL	2022-07-29	325,925	833,938	0.427202	0.311269	0.665021	0.02371
ACEL	2022-08-05	251,490	601,893	0.538693	0.308616	0.675321	0.016064
ACEL	2022-08-12	789,249	1,504,694	0.541511	0.442194	0.539118	0.018688
ACEL	2022-08-19	487,633	866,380	0.62226	0.297804	0.679779	0.022417
ACEL	2022-08-26	450,919	924,852	0.607719	0.285636	0.682323	0.032041
ACEL	2022-09-02	534,673	849,665	0.721974	0.355002	0.610821	0.034177
ACEL	2022-09-09	454,684	935,751	0.502276	0.367657	0.603803	0.028541
ACEL	2022-09-16	632,736	1,179,161	0.576398	0.266867	0.704964	0.02817
ACEL	2022-09-23	631,684	1,310,031	0.575082	0.370227	0.612111	0.017662
ACEL	2022-09-30	731,332	1,562,219	0.505191	0.331674	0.591724	0.076602
ACEL	2022-10-07	438,780	842,869	0.501594	0.292263	0.644918	0.062819
ACEL	2022-10-14	612,312	979,997	0.630287	0.357645	0.502232	0.140123
ACEL	2022-10-21	560,176	841,778	0.620698	0.340082	0.636064	0.023854
ACEL	2022-10-28	446,224	712,003	0.640561	0.32144	0.649632	0.028927
ACEL	2022-11-04	347,794	670,256	0.497704	0.267478	0.715109	0.017413
ACEL	2022-11-11	499,749	899,979	0.506773	0.356671	0.594688	0.048641
ACEL	2022-11-18	417,033	860,208	0.467801	0.305213	0.658572	0.036215
ACEL	2022-11-25	230,376	394,701	0.667355	0.386887	0.585756	0.027356
ACEL	2022-12-02	604,963	1,948,159	0.51964	0.319328	0.649973	0.030699
ACEL	2022-12-09	368,477	761,900	0.537911	0.358108	0.598356	0.043535
ACEL	2022-12-16	572,513	1,103,893	0.598359	0.238191	0.73845	0.023359
ACEL	2022-12-23	492,135	853,243	0.500552	0.356994	0.611764	0.031242
ACEL	2022-12-30	224,834	423,173	0.523822	0.247086	0.680614	0.0723
ACEL	2023-01-06	311,641	574,497	0.66059	0.270793	0.687009	0.042198

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