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
ACLS	2013-06-21	948,905	2,305,800	0.517164	0.633891	0.327266	0.038843
ACLS	2013-06-28	1,401,110	3,542,650	0.448626	0.60532	0.249304	0.145376
ACLS	2013-07-05	431,134	1,226,229	0.367398	0.693417	0.263157	0.043427
ACLS	2013-07-12	1,015,149	3,153,181	0.367728	0.774248	0.203899	0.021854
ACLS	2013-07-19	635,418	2,004,975	0.393817	0.772528	0.201396	0.026076
ACLS	2013-07-26	445,047	1,903,101	0.314877	0.741234	0.223346	0.03542
ACLS	2013-08-02	1,261,679	3,768,391	0.388949	0.747464	0.200927	0.051609
ACLS	2013-08-09	602,645	2,106,084	0.351842	0.68042	0.270392	0.049188
ACLS	2013-08-16	1,011,866	2,056,519	0.569694	0.691518	0.269467	0.039015
ACLS	2013-08-23	519,842	981,922	0.576997	0.66509	0.22141	0.1135
ACLS	2013-08-30	730,129	1,380,755	0.579236	0.762551	0.194493	0.042955
ACLS	2013-09-06	967,058	2,420,787	0.450243	0.712417	0.253636	0.033947
ACLS	2013-09-13	2,898,979	5,329,813	0.493762	0.807498	0.159965	0.032537
ACLS	2013-09-20	648,824	1,567,861	0.498638	0.708925	0.258338	0.032736
ACLS	2013-09-27	689,907	2,587,425	0.399129	0.742799	0.219071	0.03813
ACLS	2013-10-04	1,087,979	2,875,188	0.450402	0.803163	0.170578	0.026259
ACLS	2013-10-11	905,022	2,371,220	0.475743	0.736102	0.235488	0.02841
ACLS	2013-10-18	352,412	1,258,871	0.341828	0.784528	0.170888	0.044585
ACLS	2013-10-25	886,798	2,517,443	0.410593	0.774959	0.195167	0.029875
ACLS	2013-11-01	757,778	2,341,757	0.376963	0.647804	0.317431	0.034765
ACLS	2013-11-08	925,872	3,313,979	0.332203	0.687628	0.277688	0.034684
ACLS	2013-11-15	877,999	2,448,418	0.386022	0.778422	0.194734	0.026844
ACLS	2013-11-22	1,067,447	3,532,082	0.328225	0.751286	0.226357	0.022357
ACLS	2013-11-29	344,118	2,195,401	0.264222	0.752219	0.214971	0.03281
ACLS	2013-12-06	429,288	1,445,285	0.349503	0.791587	0.176569	0.031844
ACLS	2013-12-13	498,386	1,671,949	0.327916	0.769042	0.20775	0.023208
ACLS	2013-12-20	588,687	1,958,386	0.346852	0.739247	0.229377	0.031376
ACLS	2013-12-27	474,907	1,784,116	0.294925	0.835237	0.141829	0.022934
ACLS	2014-01-03	544,674	1,414,790	0.419426	0.788537	0.189714	0.021749
ACLS	2014-01-10	2,008,075	5,115,337	0.466127	0.689229	0.285756	0.025014
ACLS	2014-01-17	1,876,160	4,999,979	0.422686	0.852852	0.130432	0.016716
ACLS	2014-01-24	749,672	2,184,579	0.380683	0.851944	0.120307	0.027748
ACLS	2014-01-31	1,970,050	3,682,362	0.52864	0.753507	0.216578	0.029914
ACLS	2014-02-07	2,381,717	5,761,024	0.458452	0.742428	0.220841	0.036731
ACLS	2014-02-14	977,051	2,611,453	0.381575	0.658625	0.278822	0.062553
ACLS	2014-02-21	378,425	1,149,749	0.424826	0.620102	0.246407	0.133491
ACLS	2014-02-28	524,093	1,603,797	0.360175	0.492636	0.351648	0.155715
ACLS	2014-03-07	631,648	1,617,402	0.457626	0.661881	0.250517	0.087602
ACLS	2014-03-14	918,463	2,306,007	0.423383	0.738991	0.230806	0.030204
ACLS	2014-03-21	608,687	1,571,097	0.411898	0.686462	0.270145	0.043394
ACLS	2014-03-28	1,120,561	2,336,961	0.497894	0.703817	0.263367	0.032816
ACLS	2014-04-04	931,730	1,621,959	0.567363	0.718161	0.214103	0.067736
ACLS	2014-04-11	934,098	1,934,524	0.460141	0.777565	0.197748	0.024687
ACLS	2014-04-18	945,688	1,747,684	0.57624	0.679798	0.284752	0.03545
ACLS	2014-04-25	595,768	1,296,398	0.440709	0.721133	0.226428	0.052439
ACLS	2014-05-02	975,761	2,009,037	0.496219	0.6959	0.23854	0.06556
ACLS	2014-05-09	1,508,469	4,801,330	0.401966	0.643275	0.226176	0.130549
ACLS	2014-05-16	923,750	2,134,521	0.5396	0.599224	0.265474	0.135302
ACLS	2014-05-23	802,310	2,414,928	0.424099	0.6515	0.317715	0.030784
ACLS	2014-05-30	453,652	1,201,437	0.498437	0.660601	0.316118	0.023281
ACLS	2014-06-06	519,808	1,191,100	0.458524	0.725358	0.238776	0.035866
ACLS	2014-06-13	349,908	799,926	0.500995	0.778785	0.177881	0.043334
ACLS	2014-06-20	466,611	1,240,294	0.410011	0.750094	0.220856	0.02905
ACLS	2014-06-27	273,131	787,395	0.470881	0.830273	0.132942	0.036785
ACLS	2014-07-04	196,314	665,131	0.373221	0.641935	0.191373	0.166691
ACLS	2014-07-11	615,613	2,046,572	0.406495	0.78092	0.158354	0.060726
ACLS	2014-07-18	399,739	924,842	0.439581	0.596627	0.315627	0.087747
ACLS	2014-07-25	781,622	1,361,845	0.608137	0.666725	0.286451	0.046823
ACLS	2014-08-01	473,398	1,116,155	0.540806	0.706809	0.272029	0.021162
ACLS	2014-08-08	529,610	1,327,615	0.434985	0.772455	0.177474	0.050071
ACLS	2014-08-15	212,158	497,277	0.421094	0.672353	0.27797	0.049677
ACLS	2014-08-22	284,030	925,267	0.375056	0.791538	0.163008	0.045454
ACLS	2014-08-29	631,459	1,336,841	0.48267	0.826269	0.14939	0.024341
ACLS	2014-09-05	199,518	587,420	0.429156	0.723475	0.230276	0.046249
ACLS	2014-09-12	424,231	1,412,961	0.358197	0.688166	0.216642	0.095192
ACLS	2014-09-19	600,811	1,955,769	0.350337	0.723658	0.240068	0.036273
ACLS	2014-09-26	415,545	1,088,213	0.420075	0.732562	0.186435	0.081003
ACLS	2014-10-03	672,586	1,394,928	0.515399	0.766898	0.195289	0.037813
ACLS	2014-10-10	562,520	1,005,415	0.608086	0.706158	0.254776	0.039065
ACLS	2014-10-17	407,132	1,397,539	0.364387	0.666751	0.285339	0.04791
ACLS	2014-10-24	183,273	528,099	0.386992	0.663235	0.256834	0.079931
ACLS	2014-10-31	448,353	1,312,230	0.377079	0.680757	0.192701	0.126542
ACLS	2014-11-07	437,016	1,706,063	0.333394	0.760157	0.195593	0.04425
ACLS	2014-11-14	207,388	686,532	0.409834	0.724702	0.229442	0.045856
ACLS	2014-11-21	278,870	855,382	0.389739	0.737695	0.225737	0.036568
ACLS	2014-11-28	95,858	297,388	0.387743	0.748407	0.17506	0.076533
ACLS	2014-12-05	398,129	1,092,788	0.436588	0.756155	0.201514	0.042331
ACLS	2014-12-12	406,529	1,046,285	0.462974	0.759019	0.182181	0.0588
ACLS	2014-12-19	299,270	842,599	0.454147	0.59625	0.284828	0.118922
ACLS	2014-12-26	298,162	773,093	0.464328	0.61367	0.121002	0.265329
ACLS	2015-01-02	429,674	1,289,538	0.543106	0.735266	0.164803	0.099931
ACLS	2015-01-09	308,619	829,146	0.488261	0.624226	0.313859	0.061915
ACLS	2015-01-16	327,769	713,191	0.536326	0.676435	0.235166	0.088398
ACLS	2015-01-23	279,271	974,885	0.316626	0.623002	0.315685	0.061313
ACLS	2015-01-30	467,359	1,113,919	0.579174	0.692598	0.211516	0.095886
ACLS	2015-02-06	1,276,740	2,981,431	0.509106	0.728672	0.227398	0.04393
ACLS	2015-02-13	668,107	2,310,240	0.347524	0.754765	0.176527	0.068708
ACLS	2015-02-20	554,795	1,634,254	0.353009	0.798626	0.121518	0.079856
ACLS	2015-02-27	1,319,645	4,220,798	0.385841	0.766165	0.157687	0.076148
ACLS	2015-03-06	813,573	2,008,921	0.472797	0.695189	0.158634	0.146178
ACLS	2015-03-13	442,122	1,191,168	0.486335	0.662529	0.195573	0.141898
ACLS	2015-03-20	703,391	2,401,337	0.416621	0.633887	0.266868	0.099244
ACLS	2015-03-27	564,657	1,552,352	0.435435	0.721221	0.206934	0.071845
ACLS	2015-04-03	509,197	1,049,782	0.460724	0.738923	0.20595	0.055127
ACLS	2015-04-10	516,668	976,839	0.521531	0.777023	0.157882	0.065095
ACLS	2015-04-17	373,219	994,332	0.430421	0.782097	0.156227	0.061676
ACLS	2015-04-24	578,040	1,190,595	0.484033	0.767772	0.15579	0.076438
ACLS	2015-05-01	581,635	1,131,798	0.589673	0.537495	0.394406	0.068099
ACLS	2015-05-08	1,419,954	2,859,840	0.559582	0.7352	0.211851	0.052949
ACLS	2015-05-15	1,296,312	3,273,413	0.46698	0.648397	0.29614	0.055463

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