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
ACA	2021-04-23	358,366	641,840	0.58533	0.343663	0.624794	0.031542
ACA	2021-04-30	439,296	767,926	0.611573	0.359855	0.592095	0.04805
ACA	2021-05-07	458,029	732,610	0.728428	0.396904	0.525522	0.077574
ACA	2021-05-14	443,814	734,728	0.656295	0.265826	0.658234	0.07594
ACA	2021-05-21	407,033	603,692	0.668062	0.352866	0.619405	0.027728
ACA	2021-05-28	423,453	635,251	0.773065	0.265092	0.697074	0.037834
ACA	2021-06-04	359,416	561,725	0.660483	0.30314	0.658093	0.038767
ACA	2021-06-11	407,195	803,893	0.657084	0.285754	0.661733	0.052513
ACA	2021-06-18	665,787	1,177,059	0.766813	0.308517	0.650749	0.040734
ACA	2021-06-25	417,622	850,851	0.717593	0.353305	0.601205	0.04549
ACA	2021-07-02	414,617	724,809	0.598166	0.270526	0.668741	0.060733
ACA	2021-07-09	280,362	521,555	0.61029	0.339304	0.631022	0.029673
ACA	2021-07-16	347,119	619,994	0.667965	0.251229	0.668372	0.080399
ACA	2021-07-23	405,624	864,626	0.573563	0.234336	0.717637	0.048027
ACA	2021-07-30	349,216	626,277	0.645999	0.379424	0.595178	0.025398
ACA	2021-08-06	618,123	1,130,993	0.611813	0.47128	0.492526	0.036194
ACA	2021-08-13	798,087	2,237,135	0.498807	0.456367	0.495097	0.048536
ACA	2021-08-20	502,449	888,944	0.5819	0.428252	0.54002	0.031728
ACA	2021-08-27	421,240	718,885	0.658519	0.331974	0.620965	0.047062
ACA	2021-09-03	302,647	702,119	0.531356	0.270872	0.676744	0.052384
ACA	2021-09-10	328,640	547,975	0.666722	0.35071	0.55518	0.09411
ACA	2021-09-17	797,294	1,438,981	0.689409	0.357277	0.584457	0.058266
ACA	2021-09-24	544,463	962,372	0.581891	0.360736	0.597059	0.042204
ACA	2021-10-01	487,426	853,588	0.533443	0.267185	0.699706	0.033109
ACA	2021-10-08	408,316	755,323	0.533013	0.398657	0.568554	0.03279
ACA	2021-10-15	271,712	462,832	0.662233	0.257367	0.707948	0.034684
ACA	2021-10-22	247,464	377,847	0.716764	0.353301	0.603552	0.043147
ACA	2021-10-29	390,463	681,609	0.658125	0.303691	0.619832	0.076476
ACA	2021-11-05	474,947	820,850	0.656492	0.311235	0.641787	0.046978
ACA	2021-11-12	409,859	662,394	0.711859	0.35873	0.590918	0.050352
ACA	2021-11-19	453,355	1,069,260	0.606987	0.326187	0.628353	0.04546
ACA	2021-11-26	314,811	441,142	0.731883	0.404753	0.568611	0.026636
ACA	2021-12-03	523,180	859,717	0.626646	0.356558	0.61902	0.024423
ACA	2021-12-10	383,862	683,676	0.614179	0.349448	0.617185	0.033367
ACA	2021-12-17	749,103	1,550,474	0.613151	0.306269	0.6648	0.028932
ACA	2021-12-24	289,541	549,813	0.60454	0.360899	0.558488	0.080613
ACA	2021-12-31	266,906	486,990	0.582506	0.329978	0.644661	0.025361
ACA	2022-01-07	294,653	538,122	0.656689	0.344274	0.61937	0.036356
ACA	2022-01-14	384,023	748,527	0.647425	0.371299	0.598488	0.030213
ACA	2022-01-21	454,895	767,610	0.77176	0.394505	0.565192	0.040303
ACA	2022-01-28	379,899	735,040	0.554344	0.437758	0.521764	0.040478
ACA	2022-02-04	385,854	741,857	0.618313	0.338077	0.635078	0.026845
ACA	2022-02-11	493,660	923,430	0.594974	0.415551	0.529335	0.055114
ACA	2022-02-18	465,630	1,127,713	0.650381	0.434691	0.523452	0.041857
ACA	2022-02-25	447,491	772,443	0.687507	0.408857	0.557344	0.033799
ACA	2022-03-04	780,959	1,187,578	0.766417	0.431322	0.539362	0.029315
ACA	2022-03-11	892,332	1,673,026	0.7368	0.438628	0.526952	0.03442
ACA	2022-03-18	661,889	1,366,779	0.710703	0.343565	0.623884	0.032551
ACA	2022-03-25	333,849	874,685	0.584347	0.338924	0.614732	0.046344
ACA	2022-04-01	570,493	1,081,398	0.661572	0.281957	0.682055	0.035988
ACA	2022-04-08	406,477	722,123	0.766694	0.419767	0.548945	0.031288
ACA	2022-04-15	203,736	510,623	0.607005	0.352352	0.616798	0.03085
ACA	2022-04-22	350,434	748,068	0.50936	0.372894	0.58606	0.041046
ACA	2022-04-29	490,895	728,333	0.789402	0.427924	0.536635	0.035441
ACA	2022-05-06	493,001	882,085	0.74911	0.389953	0.56372	0.046327
ACA	2022-05-13	493,538	821,546	0.605146	0.361564	0.595959	0.042477
ACA	2022-05-20	439,379	798,921	0.622037	0.32082	0.645838	0.033342
ACA	2022-05-27	347,870	662,972	0.58094	0.274451	0.648162	0.077387
ACA	2022-06-03	241,964	415,609	0.723339	0.298927	0.662272	0.038801
ACA	2022-06-10	324,622	527,282	0.740897	0.315778	0.642017	0.042205
ACA	2022-06-17	526,728	1,043,833	0.715685	0.334329	0.64016	0.025511
ACA	2022-06-24	274,029	857,263	0.467416	0.274283	0.680959	0.044757
ACA	2022-07-01	322,480	644,482	0.520305	0.284394	0.680271	0.035335
ACA	2022-07-08	218,337	423,015	0.6332	0.271296	0.677174	0.05153
ACA	2022-07-15	230,649	451,408	0.643302	0.314796	0.6412	0.044004
ACA	2022-07-22	303,117	680,191	0.63774	0.319465	0.613994	0.066541
ACA	2022-07-29	201,951	491,780	0.619317	0.345209	0.598235	0.056556
ACA	2022-08-05	394,165	704,742	0.64306	0.350871	0.606172	0.042956
ACA	2022-08-12	403,791	836,035	0.553813	0.416648	0.549632	0.033719
ACA	2022-08-19	393,749	743,835	0.513086	0.309985	0.658722	0.031293
ACA	2022-08-26	214,034	436,222	0.510749	0.352781	0.609368	0.037851
ACA	2022-09-02	330,970	684,231	0.531722	0.31493	0.637424	0.047646
ACA	2022-09-09	253,747	388,989	0.747182	0.344737	0.597581	0.057682
ACA	2022-09-16	395,894	725,323	0.695776	0.302501	0.632117	0.065382
ACA	2022-09-23	270,205	487,333	0.596223	0.379589	0.5574	0.063011
ACA	2022-09-30	527,127	989,082	0.615586	0.367274	0.526901	0.105825
ACA	2022-10-07	564,038	972,473	0.644991	0.354462	0.558977	0.08656
ACA	2022-10-14	574,312	995,068	0.614598	0.307717	0.596839	0.095444
ACA	2022-10-21	406,700	776,788	0.559466	0.300639	0.674845	0.024516
ACA	2022-10-28	283,404	513,936	0.557166	0.355167	0.610929	0.033905
ACA	2022-11-04	437,279	722,170	0.563862	0.394831	0.570036	0.035133
ACA	2022-11-11	630,978	972,277	0.584147	0.413618	0.552966	0.033416
ACA	2022-11-18	404,387	657,480	0.57768	0.321271	0.641718	0.037012
ACA	2022-11-25	234,314	408,808	0.659822	0.316154	0.647448	0.036398
ACA	2022-12-02	524,549	731,173	0.722271	0.30875	0.657216	0.034034
ACA	2022-12-09	458,634	656,006	0.745955	0.347776	0.608087	0.044138
ACA	2022-12-16	641,001	1,520,053	0.619969	0.302231	0.664558	0.033211
ACA	2022-12-23	337,849	656,544	0.650406	0.343667	0.624758	0.031574
ACA	2022-12-30	242,128	406,841	0.626844	0.388657	0.563375	0.047968
ACA	2023-01-06	334,749	630,926	0.61659	0.342603	0.622628	0.03477
ACA	2023-01-13	379,349	780,321	0.551638	0.296003	0.664918	0.039079
ACA	2023-01-20	222,141	395,665	0.553586	0.31907	0.650619	0.030311
ACA	2023-01-27	299,753	591,029	0.547213	0.364356	0.596515	0.03913
ACA	2023-02-03	392,097	727,981	0.501055	0.334732	0.629506	0.035763
ACA	2023-02-10	246,409	379,349	0.654837	0.354787	0.613551	0.031663
ACA	2023-02-17	265,000	399,087	0.673733	0.276551	0.690665	0.032784
ACA	2023-02-24	541,257	795,856	0.706452	0.357992	0.596531	0.045478
ACA	2023-03-03	551,189	1,359,586	0.445934	0.389534	0.583755	0.02671
ACA	2023-03-10	443,394	734,750	0.659506	0.381865	0.587549	0.030586
ACA	2023-03-17	1,328,621	3,163,908	0.581597	0.345731	0.609507	0.044762

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