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
ACRS	2019-10-25	5,658,698	9,461,327	0.665848	0.726605	0.201183	0.072212
ACRS	2019-11-01	2,713,764	4,484,188	0.686242	0.720716	0.230344	0.04894
ACRS	2019-11-08	1,628,624	2,733,292	0.670811	0.790924	0.204318	0.004758
ACRS	2019-11-15	899,855	1,538,491	0.613095	0.787719	0.208129	0.004152
ACRS	2019-11-22	741,993	1,538,585	0.572738	0.789872	0.203804	0.006324
ACRS	2019-11-29	374,522	677,861	0.678866	0.741184	0.2501	0.008716
ACRS	2019-12-06	593,321	1,171,534	0.658341	0.777823	0.213861	0.008316
ACRS	2019-12-13	667,547	1,492,277	0.470653	0.767213	0.175737	0.05705
ACRS	2019-12-20	729,342	1,610,069	0.523167	0.752829	0.206502	0.040669
ACRS	2019-12-27	563,061	1,233,998	0.56539	0.855622	0.131278	0.013099
ACRS	2020-01-03	595,013	1,280,715	0.650135	0.860958	0.126294	0.012747
ACRS	2020-01-10	3,188,637	6,758,265	0.486279	0.849753	0.143898	0.006349
ACRS	2020-01-17	1,148,686	3,038,227	0.610958	0.776255	0.141764	0.08198
ACRS	2020-01-24	1,152,643	2,035,304	0.640568	0.854005	0.138739	0.007257
ACRS	2020-01-31	1,233,703	2,188,510	0.679686	0.781757	0.132213	0.08603
ACRS	2020-02-07	870,402	1,958,553	0.626607	0.806071	0.187403	0.006526
ACRS	2020-02-14	599,251	1,031,432	0.699195	0.810917	0.179939	0.009144
ACRS	2020-02-21	474,693	2,939,785	0.561611	0.8179	0.171331	0.010769
ACRS	2020-02-28	1,561,026	3,716,714	0.632814	0.815322	0.17912	0.005558
ACRS	2020-03-06	635,699	1,046,444	0.577484	0.721014	0.23622	0.042765
ACRS	2020-03-13	875,421	1,830,597	0.583369	0.736528	0.211502	0.05197
ACRS	2020-03-20	515,210	1,285,476	0.409783	0.733656	0.23632	0.030024
ACRS	2020-03-27	235,273	702,662	0.439728	0.553922	0.425954	0.020125
ACRS	2020-04-03	489,096	1,095,921	0.524451	0.717883	0.275977	0.00614
ACRS	2020-04-10	262,883	669,233	0.532301	0.572638	0.414416	0.012946
ACRS	2020-04-17	413,165	762,192	0.644273	0.703613	0.264205	0.032182
ACRS	2020-04-24	361,303	697,714	0.621778	0.749047	0.194018	0.056934
ACRS	2020-05-01	291,205	868,822	0.446566	0.739298	0.208135	0.052567
ACRS	2020-05-08	242,037	582,949	0.53915	0.731503	0.253571	0.014925
ACRS	2020-05-15	309,470	673,987	0.51407	0.763481	0.218564	0.017955
ACRS	2020-05-22	199,739	749,006	0.472457	0.723078	0.255078	0.021843
ACRS	2020-05-29	242,954	446,995	0.607776	0.759324	0.209883	0.030793
ACRS	2020-06-05	1,081,813	2,177,494	0.692982	0.820176	0.17259	0.007233
ACRS	2020-06-12	742,696	1,242,674	0.659892	0.613888	0.308286	0.077826
ACRS	2020-06-19	3,578,705	8,152,330	0.576897	0.749465	0.211951	0.038584
ACRS	2020-06-26	1,547,097	2,574,767	0.62944	0.720034	0.259047	0.020919
ACRS	2020-07-03	454,618	952,153	0.441892	0.811315	0.173141	0.015544
ACRS	2020-07-10	1,532,514	2,931,161	0.599562	0.80534	0.180394	0.014266
ACRS	2020-07-17	1,006,308	2,342,452	0.504014	0.756861	0.228456	0.014683
ACRS	2020-07-24	4,024,876	7,823,709	0.522804	0.807057	0.186146	0.006797
ACRS	2020-07-31	1,411,501	2,137,145	0.629068	0.78277	0.209565	0.007664
ACRS	2020-08-07	729,836	1,596,449	0.50537	0.753216	0.23115	0.015634
ACRS	2020-08-14	2,071,159	3,650,127	0.553253	0.811613	0.180386	0.008001
ACRS	2020-08-21	1,112,253	2,165,976	0.504569	0.787591	0.142003	0.070406
ACRS	2020-08-28	603,438	1,321,224	0.466152	0.74988	0.167751	0.082369
ACRS	2020-09-04	559,355	1,244,083	0.433857	0.824951	0.115205	0.059844
ACRS	2020-09-11	267,814	523,396	0.527226	0.792135	0.168888	0.038976
ACRS	2020-09-18	489,666	1,192,899	0.519709	0.725796	0.243352	0.030852
ACRS	2020-09-25	201,805	550,921	0.480977	0.709583	0.236759	0.053659
ACRS	2020-10-02	581,307	1,623,486	0.552781	0.746583	0.225263	0.028154
ACRS	2020-10-09	3,094,795	6,020,747	0.611853	0.786842	0.196622	0.016536
ACRS	2020-10-16	905,963	1,869,232	0.538295	0.754869	0.196869	0.048263
ACRS	2020-10-23	666,419	1,118,815	0.672139	0.731647	0.242001	0.026352
ACRS	2020-10-30	453,237	755,184	0.545358	0.753723	0.218546	0.027731
ACRS	2020-11-06	298,175	845,536	0.422471	0.681326	0.194313	0.124361
ACRS	2020-11-13	514,971	996,179	0.515558	0.620494	0.268913	0.110593
ACRS	2020-11-20	400,936	1,085,605	0.413619	0.712203	0.237924	0.049873
ACRS	2020-11-27	459,207	1,179,338	0.399115	0.789394	0.149652	0.060954
ACRS	2020-12-04	404,940	1,404,897	0.4539	0.761275	0.200745	0.037979
ACRS	2020-12-11	483,207	1,119,202	0.434106	0.829103	0.145794	0.025104
ACRS	2020-12-18	6,081,731	10,748,261	0.50098	0.772041	0.208414	0.019546
ACRS	2020-12-25	1,592,567	3,275,947	0.576909	0.795154	0.193439	0.011406
ACRS	2021-01-01	698,712	1,511,935	0.530204	0.691256	0.273452	0.035292
ACRS	2021-01-08	693,204	1,553,138	0.443073	0.679683	0.287487	0.03283
ACRS	2021-01-15	559,431	1,214,392	0.449702	0.746916	0.213194	0.03989
ACRS	2021-01-22	53,796,503	97,327,356	0.633367	0.787575	0.190757	0.021668
ACRS	2021-01-29	2,082,579	4,650,518	0.523256	0.728919	0.242242	0.028839
ACRS	2021-02-05	1,964,174	3,176,338	0.613514	0.695818	0.276078	0.028103
ACRS	2021-02-12	1,427,532	2,240,410	0.650205	0.742699	0.219993	0.037308
ACRS	2021-02-19	699,147	1,152,410	0.651512	0.628129	0.329943	0.041929
ACRS	2021-02-26	1,513,242	3,432,673	0.519547	0.736519	0.183285	0.080196
ACRS	2021-03-05	592,558	1,154,181	0.58083	0.68366	0.275446	0.040894
ACRS	2021-03-12	595,277	1,133,598	0.544259	0.706923	0.21984	0.073237
ACRS	2021-03-19	734,298	1,553,896	0.523365	0.703292	0.233235	0.063473
ACRS	2021-03-26	959,612	2,055,374	0.504547	0.729733	0.224219	0.046048
ACRS	2021-04-02	969,872	1,989,858	0.571429	0.740936	0.202934	0.05613
ACRS	2021-04-09	908,351	1,915,214	0.587794	0.680516	0.260148	0.059336
ACRS	2021-04-16	826,216	1,752,719	0.561733	0.735126	0.203081	0.061793
ACRS	2021-04-23	499,349	1,160,874	0.491378	0.590505	0.339207	0.070287
ACRS	2021-04-30	528,026	1,472,036	0.38803	0.642468	0.29838	0.059152
ACRS	2021-05-07	821,013	1,625,739	0.51351	0.595119	0.255954	0.148926
ACRS	2021-05-14	934,234	1,796,801	0.462634	0.598228	0.259438	0.142334
ACRS	2021-05-21	428,410	956,695	0.47153	0.640091	0.302942	0.056967
ACRS	2021-05-28	481,909	1,559,765	0.377864	0.619871	0.312445	0.067685
ACRS	2021-06-04	441,836	1,208,205	0.359593	0.658076	0.273734	0.06819
ACRS	2021-06-11	1,866,390	5,406,887	0.41364	0.664177	0.276533	0.05929
ACRS	2021-06-18	496,774	1,928,896	0.393118	0.603838	0.33629	0.059871
ACRS	2021-06-25	729,400	2,479,890	0.439962	0.58078	0.345546	0.073674
ACRS	2021-07-02	858,448	1,746,908	0.579017	0.607308	0.28276	0.109932
ACRS	2021-07-09	437,303	903,559	0.596948	0.602921	0.326016	0.071063
ACRS	2021-07-16	681,058	1,709,253	0.577849	0.521159	0.359142	0.1197
ACRS	2021-07-23	468,688	859,729	0.621989	0.64658	0.2866	0.06682
ACRS	2021-07-30	223,337	857,429	0.44365	0.679854	0.237232	0.082914
ACRS	2021-08-06	400,483	1,083,460	0.465333	0.669804	0.273909	0.056286
ACRS	2021-08-13	304,808	619,458	0.51043	0.645551	0.306971	0.047478
ACRS	2021-08-20	377,307	784,226	0.524946	0.664055	0.301375	0.03457
ACRS	2021-08-27	253,015	462,508	0.614862	0.621183	0.309359	0.069458
ACRS	2021-09-03	806,232	1,323,241	0.630819	0.724765	0.231356	0.04388
ACRS	2021-09-10	503,775	1,103,592	0.581527	0.678685	0.219907	0.101409
ACRS	2021-09-17	532,859	1,114,189	0.570628	0.701807	0.219667	0.078526

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