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
ACT	2018-04-20	7,480	24,724	0.357657	0.977578	0.022422	0
ACT	2018-04-27	12,339	31,543	0.610032	0.885561	0.029789	0.08465
ACT	2018-05-04	3,669	12,702	0.196725	1	0	0
ACT	2018-05-11	2,842	13,823	0.266952	0.953052	0.046948	0
ACT	2018-05-18	7,285	12,318	0.398154	0.856807	0.126387	0.016807
ACT	2018-05-25	6,556	13,349	0.562911	0.861086	0.138914	0
ACT	2018-06-01	5,014	12,049	0.493935	1	0	0
ACT	2018-06-08	23,240	46,705	0.685744	0.82123	0.17877	0
ACT	2018-06-15	5,136	14,857	0.452284	0.950628	0.036832	0.01254
ACT	2018-06-22	6,785	17,727	0.295005	1	0	0
ACT	2018-06-29	8,127	20,111	0.286629	0.794662	0.2	0.005338
ACT	2018-07-06	4,994	11,045	0.508277	0.987443	0.012557	0
ACT	2018-07-13	4,560	9,099	0.654703	1	0	0
ACT	2018-07-20	5,760	11,951	0.458786	1	0	0
ACT	2018-07-27	7,136	17,525	0.424521	0.908959	0.032577	0.058465
ACT	2018-08-03	21,722	31,266	0.599075	0.958903	0.033032	0.008065
ACT	2018-08-10	2,151	11,875	0.247249	0.95122	0	0.04878
ACT	2018-08-17	4,668	16,727	0.335222	0.956759	0.01462	0.028621
ACT	2018-08-24	5,654	15,529	0.403938	0.992372	0.007628	0
ACT	2018-08-31	8,161	22,910	0.205316	0.983539	0.016461	0
ACT	2018-09-07	9,075	20,396	0.281027	0.846121	0.153879	0
ACT	2018-09-14	49,261	58,963	0.583624	0.968373	0.03142	0.000207
ACT	2018-09-21	80,599	104,223	0.752393	0.951649	0.036577	0.011773
ACT	2018-09-28	11,360	27,227	0.541396	0.960069	0.039931	0
ACT	2018-10-05	27,033	47,197	0.56425	0.878197	0.088035	0.033768
ACT	2018-10-12	16,464	32,214	0.670954	0.924319	0.074699	0.000981
ACT	2018-10-19	14,154	26,444	0.556495	0.960156	0.039844	0
ACT	2018-10-26	6,907	30,353	0.284843	0.91635	0.070306	0.013345
ACT	2018-11-02	3,578	15,128	0.073722	1	0	0
ACT	2018-11-09	7,670	18,277	0.280472	0.912638	0.087362	0
ACT	2018-11-16	6,162	20,667	0.425056	0.816306	0.183694	0
ACT	2018-11-23	1,521	8,719	0.189892	0.813896	0.186104	0
ACT	2018-11-30	3,114	11,011	0.173277	1	0	0
ACT	2018-12-07	3,201	11,138	0.27961	1	0	0
ACT	2018-12-14	8,912	19,783	0.283228	0.648813	0.351187	0
ACT	2018-12-21	7,731	22,668	0.303347	0.974486	0.017121	0.008393
ACT	2018-12-28	8,909	29,172	0.414894	0.659169	0.310807	0.030024
ACT	2019-01-04	3,428	10,075	0.406037	0.799847	0.165177	0.034976
ACT	2019-01-11	9,610	17,994	0.539322	0.86092	0.13908	0
ACT	2019-01-18	6,440	14,594	0.37209	0.935329	0.053772	0.010899
ACT	2019-01-25	6,455	9,954	0.450211	0.860318	0.139682	0
ACT	2019-02-01	8,771	16,136	0.56905	0.93568	0.036509	0.027811
ACT	2019-02-08	20,708	27,148	0.65761	0.877749	0.122251	0
ACT	2019-02-15	13,987	22,217	0.707018	0.877916	0.122084	0
ACT	2019-02-22	5,668	10,003	0.699515	0.893318	0.092105	0.014576
ACT	2019-03-01	12,910	24,609	0.565231	0.914456	0.077147	0.008396
ACT	2019-03-08	8,616	13,797	0.63649	0.984026	0.015974	0
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

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