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
ACTG	2016-05-27	786,987	1,479,099	0.607033	0.668537	0.296231	0.035232
ACTG	2016-06-03	739,618	1,240,424	0.589003	0.620319	0.245994	0.133688
ACTG	2016-06-10	639,699	1,154,079	0.587981	0.725997	0.230879	0.043124
ACTG	2016-06-17	834,366	1,560,175	0.591567	0.574344	0.25365	0.172005
ACTG	2016-06-24	684,635	1,327,556	0.492215	0.642225	0.312622	0.045153
ACTG	2016-07-01	737,573	1,300,060	0.577495	0.667056	0.240243	0.0927
ACTG	2016-07-08	364,647	597,477	0.651007	0.617362	0.341242	0.041396
ACTG	2016-07-15	321,404	837,434	0.432827	0.637254	0.282402	0.080344
ACTG	2016-07-22	338,346	780,443	0.46665	0.681977	0.277908	0.040115
ACTG	2016-07-29	875,364	1,949,365	0.509776	0.694555	0.271171	0.034274
ACTG	2016-08-05	702,928	2,279,661	0.371725	0.601889	0.268358	0.129753
ACTG	2016-08-12	761,888	1,924,546	0.456062	0.640927	0.22401	0.135063
ACTG	2016-08-19	481,015	1,582,390	0.433484	0.667488	0.25265	0.079862
ACTG	2016-08-26	458,275	1,540,574	0.387064	0.639323	0.28959	0.071087
ACTG	2016-09-02	1,789,274	4,825,281	0.375172	0.71611	0.242708	0.041182
ACTG	2016-09-09	607,147	1,883,813	0.398513	0.748044	0.2006	0.051356
ACTG	2016-09-16	801,432	2,523,396	0.405549	0.660869	0.276942	0.062189
ACTG	2016-09-23	592,053	1,360,603	0.474328	0.736468	0.201311	0.06222
ACTG	2016-09-30	511,240	1,166,902	0.448802	0.712141	0.217501	0.070358
ACTG	2016-10-07	505,576	1,055,758	0.492739	0.700041	0.243205	0.056754
ACTG	2016-10-14	613,954	1,521,152	0.411877	0.708663	0.225032	0.066306
ACTG	2016-10-21	414,584	911,240	0.460052	0.851679	0.115592	0.03273
ACTG	2016-10-28	746,959	1,470,604	0.493496	0.825796	0.161301	0.012903
ACTG	2016-11-04	761,829	1,603,236	0.532027	0.781655	0.202208	0.016137
ACTG	2016-11-11	432,617	970,252	0.437521	0.78925	0.178493	0.032257
ACTG	2016-11-18	619,757	2,104,326	0.411459	0.721919	0.188422	0.089659
ACTG	2016-11-25	420,511	1,027,332	0.448322	0.806687	0.170104	0.02321
ACTG	2016-12-02	414,228	1,003,099	0.540361	0.706761	0.201859	0.091381
ACTG	2016-12-09	454,947	929,480	0.54673	0.761721	0.199129	0.03915
ACTG	2016-12-16	307,776	715,063	0.517205	0.743558	0.221948	0.034494
ACTG	2016-12-23	588,219	1,131,174	0.642768	0.689189	0.276049	0.034762
ACTG	2016-12-30	339,190	601,121	0.605815	0.803617	0.180468	0.015915
ACTG	2017-01-06	403,131	761,581	0.583424	0.778917	0.19058	0.030504
ACTG	2017-01-13	289,927	647,284	0.460104	0.806582	0.158025	0.035393
ACTG	2017-01-20	428,284	913,933	0.47267	0.770332	0.17976	0.049908
ACTG	2017-01-27	311,205	583,205	0.614868	0.720801	0.239833	0.039366
ACTG	2017-02-03	382,664	622,320	0.656385	0.747206	0.233062	0.019732
ACTG	2017-02-10	512,183	1,104,724	0.534658	0.625503	0.240515	0.133983
ACTG	2017-02-17	298,848	459,472	0.667573	0.78496	0.166735	0.048305
ACTG	2017-02-24	235,129	436,600	0.66186	0.706162	0.248783	0.045055
ACTG	2017-03-03	451,388	881,335	0.56885	0.792531	0.177224	0.030245
ACTG	2017-03-10	564,372	1,066,628	0.553478	0.858571	0.127453	0.013977
ACTG	2017-03-17	566,403	1,150,006	0.533139	0.759479	0.226666	0.013855
ACTG	2017-03-24	328,202	635,766	0.584726	0.83732	0.130069	0.032611
ACTG	2017-03-31	263,592	693,318	0.562073	0.839971	0.141503	0.018526
ACTG	2017-04-07	298,802	557,325	0.609021	0.781145	0.190325	0.028531
ACTG	2017-04-14	244,619	579,926	0.502794	0.796408	0.196063	0.007529
ACTG	2017-04-21	423,879	892,339	0.560594	0.797784	0.179836	0.02238
ACTG	2017-04-28	338,712	541,356	0.638568	0.776635	0.199343	0.024021
ACTG	2017-05-05	624,167	1,140,851	0.54887	0.881041	0.097748	0.021211
ACTG	2017-05-12	696,221	1,267,747	0.582176	0.822754	0.155217	0.022028
ACTG	2017-05-19	644,499	1,472,022	0.533716	0.772698	0.209831	0.017471
ACTG	2017-05-26	674,599	1,510,970	0.49753	0.803047	0.133768	0.063185
ACTG	2017-06-02	503,635	1,068,544	0.456697	0.82123	0.156636	0.022134
ACTG	2017-06-09	442,291	953,385	0.645935	0.785047	0.199485	0.015468
ACTG	2017-06-16	452,398	889,130	0.560285	0.77513	0.205528	0.019342
ACTG	2017-06-23	347,496	658,301	0.534347	0.837938	0.143271	0.018791
ACTG	2017-06-30	378,962	958,662	0.410921	0.879395	0.110364	0.010241
ACTG	2017-07-07	248,425	475,855	0.504805	0.889844	0.100882	0.009274
ACTG	2017-07-14	299,046	510,822	0.597436	0.909271	0.085513	0.005215
ACTG	2017-07-21	243,126	434,109	0.580241	0.867478	0.123885	0.008637
ACTG	2017-07-28	462,093	959,045	0.50629	0.838017	0.154482	0.007502
ACTG	2017-08-04	490,300	858,291	0.591253	0.820188	0.159109	0.020704
ACTG	2017-08-11	400,274	641,075	0.647937	0.836277	0.142779	0.020944
ACTG	2017-08-18	194,769	541,873	0.453958	0.927877	0.068622	0.003501
ACTG	2017-08-25	751,767	1,492,536	0.587916	0.767942	0.219039	0.013019
ACTG	2017-09-01	522,321	1,007,357	0.56702	0.837955	0.151485	0.01056
ACTG	2017-09-08	1,797,253	2,660,141	0.720069	0.838989	0.148095	0.012916
ACTG	2017-09-15	1,833,472	3,065,709	0.664757	0.798642	0.186509	0.01485
ACTG	2017-09-22	3,255,025	6,443,810	0.527448	0.839753	0.147576	0.012671
ACTG	2017-09-29	3,826,553	8,040,217	0.526839	0.801784	0.134403	0.063813
ACTG	2017-10-06	1,043,732	2,404,310	0.483133	0.795907	0.187771	0.016322
ACTG	2017-10-13	505,117	1,541,087	0.421778	0.747023	0.175545	0.077433
ACTG	2017-10-20	640,144	1,360,416	0.520796	0.813204	0.176723	0.010073
ACTG	2017-10-27	920,983	2,011,530	0.494895	0.809651	0.179598	0.010751
ACTG	2017-11-03	664,772	1,708,235	0.488822	0.819463	0.168827	0.01171
ACTG	2017-11-10	426,245	1,292,433	0.407269	0.820473	0.169379	0.010148
ACTG	2017-11-17	341,188	1,079,048	0.390043	0.812449	0.166278	0.021273
ACTG	2017-11-24	231,415	578,656	0.351218	0.855392	0.139982	0.004626
ACTG	2017-12-01	227,006	633,894	0.391953	0.702427	0.283688	0.013885
ACTG	2017-12-08	175,071	531,402	0.394983	0.783694	0.211618	0.004687
ACTG	2017-12-15	349,046	843,800	0.401977	0.858362	0.132907	0.008731
ACTG	2017-12-22	230,177	758,393	0.364201	0.893227	0.089853	0.01692
ACTG	2017-12-29	373,278	1,075,665	0.393382	0.899501	0.092286	0.008213
ACTG	2018-01-05	478,687	1,108,938	0.413722	0.83933	0.104981	0.055689
ACTG	2018-01-12	458,722	1,080,247	0.46621	0.747245	0.249691	0.003064
ACTG	2018-01-19	191,813	675,066	0.380733	0.725219	0.211386	0.063395
ACTG	2018-01-26	167,490	491,896	0.449785	0.752952	0.242039	0.005008
ACTG	2018-02-02	98,890	579,273	0.238011	0.89775	0.100667	0.001583
ACTG	2018-02-09	338,262	759,882	0.438731	0.7524	0.227987	0.019613
ACTG	2018-02-16	310,406	755,621	0.476093	0.821264	0.164965	0.013771
ACTG	2018-02-23	469,877	1,216,951	0.627075	0.769853	0.215861	0.014286
ACTG	2018-03-02	511,931	1,659,068	0.577551	0.830121	0.159711	0.010168
ACTG	2018-03-09	335,013	778,305	0.500907	0.725333	0.200347	0.07432
ACTG	2018-03-16	325,140	725,364	0.448666	0.742772	0.139835	0.117393
ACTG	2018-03-23	282,293	695,639	0.508029	0.799647	0.187664	0.012689
ACTG	2018-03-30	200,173	401,790	0.536799	0.828166	0.167378	0.004456
ACTG	2018-04-06	206,959	565,550	0.522278	0.814603	0.182291	0.003107
ACTG	2018-04-13	154,732	348,303	0.441148	0.850988	0.147045	0.001967
ACTG	2018-04-20	282,356	2,377,402	0.370624	0.814113	0.171821	0.014066

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