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
ACT	2019-03-15	6,221	11,077	0.636533	0.904875	0.095125	0
ACT	2019-03-22	18,936	34,177	0.573479	0.910018	0.089982	0
ACT	2019-03-29	12,354	16,070	0.689943	0.923194	0.076806	0
ACT	2019-04-05	13,631	20,372	0.511105	0.795555	0.204445	0
ACT	2019-04-12	2,900	11,507	0.243824	0.988764	0.011236	0
ACT	2019-04-19	2,493	9,037	0.268033	0.716448	0.283552	0
ACT	2019-04-26	6,488	16,011	0.397112	0.88494	0.11506	0
ACT	2019-05-03	5,726	12,793	0.483722	0.791219	0.208781	0
ACT	2019-05-10	7,760	13,544	0.668635	0.969206	0.01515	0.015643
ACT	2019-05-17	2,620	9,029	0.172818	0.960534	0.039466	0
ACT	2019-05-24	2,001	6,531	0.372429	null	null	null
ACT	2019-05-31	925	5,185	0.286439	0.908425	0.091575	0
ACT	2019-06-07	1,309	5,207	0.192928	0.978746	0.021254	0
ACT	2019-06-14	3,785	6,620	0.325972	0.96916	0.03084	0
ACT	2019-06-21	2,105	11,337	0.255822	1	0	0
ACT	2019-06-28	3,438	11,371	0.437857	0.785537	0.022671	0.191792
ACT	2019-07-05	2,010	6,096	0.463598	0.917492	0	0.082508
ACT	2019-07-12	3,829	15,472	0.50653	0.741103	0.258897	0
ACT	2019-07-19	134	2,854	0.11559	1	0	0
ACT	2019-07-26	1,068	5,068	0.208642	1	0	0
ACT	2019-08-02	2,549	5,925	0.264911	0.966667	0.033333	0
ACT	2019-08-09	546	3,830	0.202168	null	null	null
ACT	2019-08-16	1,646	8,095	0.188406	0.998903	0.001097	0
ACT	2019-08-23	294	5,194	0.038669	null	null	null
ACT	2019-08-30	1,950	7,363	0.146051	1	0	0
ACT	2019-09-06	581	1,882	0.196871	1	0	0
ACT	2019-09-13	547	4,907	0.074957	1	0	0
ACT	2019-09-20	2,215	6,342	0.326845	0.787508	0.212492	0
ACT	2019-09-27	3,998	8,317	0.281886	0.907117	0.092883	0
ACT	2019-10-04	2,357	6,146	0.372828	0.863013	0.105054	0.031933
ACT	2019-10-11	1,739	6,991	0.217017	1	0	0
ACT	2019-10-18	1,794	6,359	0.371357	0.585278	0.332078	0.082645
ACT	2019-10-25	1,593	5,478	0.366418	null	null	null
ACT	2019-11-01	2,868	7,652	0.362537	0.755679	0.234376	0.009945
ACT	2019-11-08	3,439	10,420	0.464716	0.954164	0.045836	0
ACT	2019-11-15	342	4,355	0.127938	0.952381	0.047619	0
ACT	2019-11-22	1,246	4,607	0.279665	0.8373	0.1627	0
ACT	2019-11-29	1,082	5,171	0.041254	null	null	null
ACT	2019-12-06	1,360	7,079	0.171457	null	null	null
ACT	2019-12-13	1,175	4,543	0.137827	null	null	null
ACT	2019-12-20	3,158	11,546	0.195727	0.931389	0.068611	0
ACT	2019-12-27	1,342	8,333	0.364241	1	0	0
ACT	2020-01-03	4,669	8,588	0.311475	0.966272	0.033728	0
ACT	2020-01-10	656	3,619	0.172795	1	0	0
ACT	2020-01-17	3,355	7,240	0.453212	0.88326	0	0.11674
ACT	2020-01-24	1,751	6,559	0.138095	1	0	0
ACT	2020-01-31	910	5,831	0.132471	0.998592	0.001408	0
ACT	2020-02-07	5,775	21,320	0.108367	null	null	null
ACT	2020-02-14	396	3,635	0.175258	0.877612	0.122388	0
ACT	2020-02-21	1,018	8,603	0.174303	null	null	null
ACT	2020-02-28	2,441	16,055	0.166165	0.947956	0.052044	0
ACT	2020-03-06	1,131	6,735	0.229695	0.689201	0.248241	0.062558
ACT	2020-03-13	3,209	18,833	0.280741	0.702355	0.212929	0.084716
ACT	2020-03-20	2,836	7,298	0.257824	0.957326	0.042674	0
ACT	2020-03-27	4,364	30,150	0.083195	0.973842	0.026158	0
ACT	2020-04-03	3,329	20,170	0.173	0.978007	0.021993	0
ACT	2020-04-10	6,252	14,623	0.3598	0.725843	0.274157	0
ACT	2020-04-17	5,485	10,784	0.437643	0.786253	0.213747	0
ACT	2020-04-24	4,003	7,308	0.413181	0.945063	0.054937	0
ACT	2020-05-01	5,702	9,657	0.410137	0.806471	0.193529	0
ACT	2020-05-08	2,389	7,032	0.439102	0.834018	0.165982	0
ACT	2020-05-15	3,290	8,185	0.499584	0.807605	0.192395	0
ACT	2020-05-22	6,105	11,605	0.51247	0.720778	0.279222	0
ACT	2020-05-29	4,099	8,621	0.55981	0.628702	0.371298	0
ACT	2020-06-05	6,578	14,431	0.548621	0.795829	0.204171	0
ACT	2020-06-12	4,733	11,406	0.397057	0.764755	0.197798	0.037447
ACT	2020-06-19	3,119	9,202	0.342806	0.869755	0.130245	0
ACT	2020-06-26	2,220	6,723	0.393747	0.964663	0.035337	0
ACT	2020-07-03	1,099	3,349	0.563861	0.812856	0.187144	0
ACT	2020-07-10	3,219	6,540	0.452199	0.891839	0.108161	0
ACT	2020-07-17	1,692	4,161	0.551324	0.615281	0.384719	0
ACT	2020-07-24	4,753	9,706	0.53011	0.880457	0.119543	0
ACT	2020-07-31	5,878	12,703	0.600499	0.922318	0.077682	0
ACT	2020-08-07	1,273	4,473	0.238065	0.938206	0.061794	0
ACT	2020-08-14	5,709	13,334	0.475474	0.846642	0.153358	0
ACT	2020-08-21	1,218	5,230	0.432118	0.907212	0.086252	0.006536
ACT	2020-08-28	4,378	10,195	0.510054	0.581746	0.372039	0.046216
ACT	2020-09-04	5,953	11,852	0.501382	0.770292	0.229708	0
ACT	2020-09-11	2,244	3,866	0.601119	0.878513	0.121487	0
ACT	2020-09-18	3,079	5,348	0.665408	0.765989	0.234011	0
ACT	2020-09-25	5,593	10,380	0.580609	0.758045	0.241955	0
ACT	2020-10-02	4,433	7,744	0.617986	0.797345	0.202655	0
ACT	2020-10-09	4,728	7,614	0.553268	0.876159	0.123841	0
ACT	2020-10-16	5,143	8,578	0.705404	0.904322	0.095678	0
ACT	2020-10-23	4,023	6,935	0.625938	0.817807	0.182193	0
ACT	2020-10-30	1,834	4,687	0.607959	0.880512	0.119488	0
ACT	2021-09-17	597,049	2,562,877	0.211778	0.790491	0.190208	0.019301
ACT	2021-09-24	250,036	1,558,625	0.281532	0.668471	0.250273	0.081256
ACT	2021-10-01	153,549	526,849	0.34465	0.797219	0.150883	0.051897
ACT	2021-10-08	59,572	303,345	0.305352	0.688197	0.196623	0.11518
ACT	2021-10-15	173,267	1,727,094	0.273452	0.594132	0.320634	0.085234
ACT	2021-10-22	90,689	564,831	0.222234	0.560904	0.330211	0.108885
ACT	2021-10-29	80,581	297,509	0.329996	0.543832	0.216897	0.23927
ACT	2021-11-05	103,919	593,151	0.208247	0.664631	0.275115	0.060254
ACT	2021-11-12	77,888	538,400	0.257685	0.681455	0.213136	0.105408
ACT	2021-11-19	126,808	513,630	0.291544	0.701503	0.193035	0.105462
ACT	2021-11-26	144,965	464,411	0.327231	0.807391	0.139117	0.053492
ACT	2021-12-03	306,181	659,160	0.383025	0.691627	0.232787	0.075586
ACT	2021-12-10	80,143	367,749	0.255382	0.550005	0.33296	0.117035
ACT	2021-12-17	496,402	953,445	0.47951	0.650202	0.244022	0.105776

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