Split (1)

train · 2.56M 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	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
ACRS	2021-09-24	384,289	939,154	0.451668	0.655069	0.295009	0.049922
ACRS	2021-10-01	586,446	1,714,094	0.522379	0.639059	0.299856	0.061085
ACRS	2021-10-08	442,007	888,952	0.560416	0.705726	0.245606	0.048668
ACRS	2021-10-15	215,631	793,646	0.519466	0.528921	0.394343	0.076737
ACRS	2021-10-22	343,606	1,056,800	0.46902	0.641319	0.313702	0.044979
ACRS	2021-10-29	306,596	578,863	0.539997	0.57075	0.268075	0.161174
ACRS	2021-11-05	748,582	1,210,623	0.602928	0.67062	0.277299	0.052082
ACRS	2021-11-12	353,095	709,200	0.503277	0.657088	0.299471	0.043441
ACRS	2021-11-19	417,381	834,342	0.513971	0.682489	0.280879	0.036632
ACRS	2021-11-26	325,046	748,250	0.570767	0.666475	0.285965	0.04756
ACRS	2021-12-03	637,927	1,179,899	0.580371	0.709782	0.248862	0.041357
ACRS	2021-12-10	432,604	834,119	0.47009	0.64478	0.308232	0.046988
ACRS	2021-12-17	410,387	724,517	0.604813	0.665856	0.288386	0.045758
ACRS	2021-12-24	274,910	394,449	0.684525	0.639738	0.263917	0.096346
ACRS	2021-12-31	244,801	464,264	0.578658	0.656477	0.28171	0.061814
ACRS	2022-01-07	321,706	1,084,024	0.540691	0.698973	0.244702	0.056326
ACRS	2022-01-14	1,223,601	2,433,533	0.553591	0.762006	0.210934	0.02706
ACRS	2022-01-21	559,823	833,397	0.762786	0.590604	0.36153	0.047866
ACRS	2022-01-28	670,778	1,206,463	0.681989	0.601446	0.360704	0.03785
ACRS	2022-02-04	379,124	986,290	0.557524	0.674329	0.283095	0.042576
ACRS	2022-02-11	469,618	941,571	0.566444	0.710835	0.245526	0.043639
ACRS	2022-02-18	440,714	699,965	0.644651	0.658539	0.303671	0.037789
ACRS	2022-02-25	735,247	1,115,666	0.769883	0.674616	0.268253	0.05713
ACRS	2022-03-04	339,897	597,968	0.68696	0.627887	0.316548	0.055565
ACRS	2022-03-11	393,475	1,168,564	0.584098	0.659663	0.289412	0.050924
ACRS	2022-03-18	493,286	1,461,176	0.486931	0.695463	0.261562	0.042976
ACRS	2022-03-25	412,745	647,370	0.705397	0.710211	0.228854	0.060935
ACRS	2022-04-01	366,802	1,158,603	0.638695	0.652485	0.300504	0.047011
ACRS	2022-04-08	295,303	847,412	0.561806	0.608132	0.313998	0.07787
ACRS	2022-04-15	247,298	852,387	0.628639	0.640931	0.3245	0.034569
ACRS	2022-04-22	411,503	637,522	0.647218	0.643808	0.317976	0.038216
ACRS	2022-04-29	395,811	731,214	0.675302	0.580236	0.37648	0.043285
ACRS	2022-05-06	386,409	705,177	0.645134	0.667719	0.279125	0.053156
ACRS	2022-05-13	860,622	1,256,747	0.649316	0.673548	0.282646	0.043806
ACRS	2022-05-20	953,567	1,291,261	0.682128	0.72845	0.242994	0.028556
ACRS	2022-05-27	352,980	590,344	0.666071	0.55426	0.33052	0.11522
ACRS	2022-06-03	447,851	739,770	0.695224	0.633956	0.322723	0.04332
ACRS	2022-06-10	315,901	514,754	0.664324	0.634724	0.310378	0.054897
ACRS	2022-06-17	739,913	1,241,594	0.624559	0.684145	0.278561	0.037294
ACRS	2022-06-24	588,115	1,304,822	0.638163	0.541805	0.402208	0.055987
ACRS	2022-07-01	340,147	578,442	0.678552	0.569404	0.38257	0.048026
ACRS	2022-07-08	302,495	580,246	0.60966	0.530214	0.41561	0.054176
ACRS	2022-07-15	340,466	492,773	0.746389	0.623687	0.331198	0.045115
ACRS	2022-07-22	382,155	469,613	0.748603	0.468106	0.424355	0.107539
ACRS	2022-07-29	197,110	302,386	0.753784	0.523544	0.39532	0.081136
ACRS	2022-08-05	468,770	800,689	0.625575	0.644641	0.314093	0.041266
ACRS	2022-08-12	412,491	1,108,957	0.611922	0.547996	0.397793	0.054211
ACRS	2022-08-19	308,413	1,271,836	0.500089	0.506949	0.449825	0.043226
ACRS	2022-08-26	292,380	689,145	0.507266	0.501202	0.432838	0.06596
ACRS	2022-09-02	260,370	495,725	0.594145	0.543843	0.401981	0.054177
ACRS	2022-09-09	313,292	570,882	0.63804	0.529125	0.409602	0.061273
ACRS	2022-09-16	431,424	948,301	0.530396	0.555025	0.37547	0.069505
ACRS	2022-09-23	516,301	724,911	0.591392	0.629551	0.337242	0.033206

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