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
ACTG	2011-07-22	797,913	1,475,867	0.563721	0.357976	0.447215	0.194808
ACTG	2011-07-29	615,515	1,075,433	0.617903	0.280137	0.568789	0.151074
ACTG	2011-08-05	766,830	1,251,066	0.635296	0.444156	0.502791	0.053053
ACTG	2011-08-12	587,237	1,212,442	0.520397	0.322627	0.591397	0.085976
ACTG	2011-08-19	499,236	1,079,401	0.518386	0.285421	0.64408	0.070499
ACTG	2011-08-26	496,834	885,791	0.620542	0.367995	0.579803	0.052202
ACTG	2011-09-02	685,069	1,052,994	0.65968	0.274622	0.653881	0.071497
ACTG	2011-09-09	720,430	1,178,149	0.621537	0.25429	0.493341	0.252369
ACTG	2011-09-16	495,149	821,559	0.634143	0.347574	0.571628	0.080798
ACTG	2011-09-23	463,009	1,107,740	0.443831	0.275219	0.517408	0.207373
ACTG	2011-09-30	501,409	1,170,307	0.439101	0.277561	0.657802	0.064637
ACTG	2011-10-07	684,476	1,280,683	0.595823	0.284223	0.621554	0.094223
ACTG	2011-10-14	292,956	614,821	0.555998	0.249093	0.608974	0.141933
ACTG	2011-10-21	590,667	1,314,242	0.521919	0.317127	0.624705	0.058168
ACTG	2011-10-28	457,515	1,153,173	0.416289	0.299245	0.575366	0.125389
ACTG	2011-11-04	229,272	519,934	0.477092	0.374684	0.567282	0.058034
ACTG	2011-11-11	259,009	1,020,808	0.336746	0.344495	0.574879	0.080626
ACTG	2011-11-18	200,818	566,308	0.41507	0.307238	0.594973	0.097789
ACTG	2011-11-25	164,932	465,208	0.401995	0.342139	0.580953	0.076907
ACTG	2011-12-02	495,048	978,572	0.549989	0.246482	0.685192	0.068325
ACTG	2011-12-09	389,880	783,575	0.501399	0.272425	0.587479	0.140096
ACTG	2011-12-16	300,840	765,532	0.374607	0.427958	0.473601	0.098441
ACTG	2011-12-23	271,623	537,342	0.536241	0.348668	0.561935	0.089397
ACTG	2011-12-30	224,172	443,325	0.552832	0.352505	0.522164	0.125331
ACTG	2012-01-06	186,541	482,939	0.441855	0.473554	0.447103	0.079343
ACTG	2012-01-13	323,446	619,362	0.535839	0.408981	0.517789	0.07323
ACTG	2012-01-20	283,869	650,415	0.490351	0.427522	0.486845	0.085633
ACTG	2012-01-27	179,601	531,076	0.411455	0.354367	0.538239	0.107393
ACTG	2012-02-03	252,946	532,133	0.48903	0.378393	0.526415	0.095192
ACTG	2012-02-10	342,338	649,763	0.556784	0.3435	0.433941	0.222559
ACTG	2012-02-17	767,997	1,299,579	0.542625	0.402883	0.50259	0.094528
ACTG	2012-02-24	343,077	555,994	0.624552	0.333633	0.609643	0.056725
ACTG	2012-03-02	318,537	614,273	0.539662	0.267528	0.680356	0.052116
ACTG	2012-03-09	464,322	900,410	0.504349	0.520561	0.431174	0.048265
ACTG	2012-03-16	226,591	427,971	0.543129	0.339146	0.622859	0.037995
ACTG	2012-03-23	201,829	439,816	0.479312	0.386256	0.56446	0.049285
ACTG	2012-03-30	268,444	533,308	0.530209	0.443772	0.496749	0.059479
ACTG	2012-04-06	190,292	440,095	0.435809	0.42852	0.531137	0.040342
ACTG	2012-04-13	161,748	330,215	0.528735	0.305481	0.605648	0.088871
ACTG	2012-04-20	433,965	886,241	0.458927	0.396065	0.553195	0.05074
ACTG	2012-04-27	447,275	965,783	0.440576	0.447596	0.520194	0.03221
ACTG	2012-05-04	363,569	792,651	0.482939	0.219866	0.665816	0.114318
ACTG	2012-05-11	289,679	563,858	0.49975	0.231808	0.738591	0.029601
ACTG	2012-05-18	350,615	789,603	0.473083	0.261127	0.628085	0.110788
ACTG	2012-05-25	477,861	810,060	0.56757	0.322781	0.628918	0.048301
ACTG	2012-06-01	263,751	455,229	0.610055	0.30495	0.541374	0.153676
ACTG	2012-06-08	177,636	420,047	0.451191	0.289317	0.650014	0.060669
ACTG	2012-06-15	209,353	452,773	0.474395	0.310275	0.636389	0.053336
ACTG	2012-06-22	220,692	458,723	0.504514	0.296812	0.656713	0.046475
ACTG	2012-06-29	220,022	475,095	0.50448	0.293006	0.638711	0.068283
ACTG	2012-07-06	354,639	683,503	0.555957	0.332669	0.50799	0.159341
ACTG	2012-07-13	267,131	445,707	0.630728	0.242671	0.563622	0.193707
ACTG	2012-07-20	793,191	1,472,483	0.622932	0.278426	0.668216	0.053358
ACTG	2012-07-27	683,622	1,339,294	0.553995	0.360291	0.580057	0.059652
ACTG	2012-08-03	861,728	3,552,095	0.327154	0.254736	0.686479	0.058785
ACTG	2012-08-10	671,876	1,642,880	0.461974	0.427839	0.551905	0.020256
ACTG	2012-08-17	398,123	1,032,881	0.395803	0.444287	0.530906	0.024806
ACTG	2012-08-24	1,285,099	2,023,596	0.512209	0.219108	0.768725	0.012167
ACTG	2012-08-31	505,826	1,137,128	0.463569	0.349046	0.624274	0.02668
ACTG	2012-09-07	294,537	728,927	0.390281	0.365141	0.60882	0.026039
ACTG	2012-09-14	372,382	906,164	0.446746	0.391156	0.508107	0.100737
ACTG	2012-09-21	413,615	847,389	0.537474	0.406727	0.550526	0.042747
ACTG	2012-09-28	298,346	637,564	0.465094	0.365421	0.527755	0.106824
ACTG	2012-10-05	581,536	1,135,980	0.54028	0.394529	0.562608	0.042863
ACTG	2012-10-12	1,315,233	2,680,785	0.529029	0.311859	0.451423	0.236718
ACTG	2012-10-19	571,751	1,091,353	0.471793	0.396463	0.564998	0.03854
ACTG	2012-10-26	539,074	958,487	0.565782	0.361435	0.605697	0.032869
ACTG	2012-11-02	298,840	564,636	0.57737	0.399585	0.56025	0.040165
ACTG	2012-11-09	364,358	895,603	0.463243	0.430952	0.541299	0.027749
ACTG	2012-11-16	521,037	1,176,968	0.489626	0.427402	0.525288	0.04731
ACTG	2012-11-23	491,204	1,733,666	0.460105	0.404822	0.563627	0.03155
ACTG	2012-11-30	290,568	761,338	0.404432	0.462759	0.522291	0.01495
ACTG	2012-12-07	404,208	790,151	0.558056	0.427134	0.550895	0.021972
ACTG	2012-12-14	599,925	1,038,257	0.555006	0.391528	0.597219	0.011253
ACTG	2012-12-21	488,161	831,080	0.571104	0.419818	0.475571	0.104612
ACTG	2012-12-28	257,424	496,949	0.548372	0.56376	0.405057	0.031183
ACTG	2013-01-04	607,050	1,029,324	0.618279	0.292161	0.594828	0.113011
ACTG	2013-01-11	487,975	811,388	0.565363	0.346708	0.561795	0.091496
ACTG	2013-01-18	284,114	487,736	0.616598	0.438938	0.535569	0.025494
ACTG	2013-01-25	440,512	599,865	0.656989	0.493412	0.465202	0.041386
ACTG	2013-02-01	460,397	803,139	0.574379	0.451131	0.47489	0.07398
ACTG	2013-02-08	352,625	582,810	0.606434	0.41198	0.506157	0.081864
ACTG	2013-02-15	407,629	818,336	0.505417	0.365051	0.578919	0.05603
ACTG	2013-02-22	597,240	1,320,927	0.433184	0.339559	0.606659	0.053782
ACTG	2013-03-01	941,770	1,934,204	0.554494	0.347383	0.57562	0.076997
ACTG	2013-03-08	420,618	1,001,312	0.431752	0.308114	0.605959	0.085927
ACTG	2013-03-15	230,533	547,319	0.402184	0.307383	0.615353	0.077264
ACTG	2013-03-22	489,411	1,229,634	0.408573	0.336128	0.612397	0.051475
ACTG	2013-03-29	250,886	503,133	0.49979	0.21976	0.722576	0.057664
ACTG	2013-04-05	636,399	1,175,376	0.533616	0.59355	0.376307	0.030143
ACTG	2013-04-12	643,562	1,223,119	0.506771	0.682442	0.284337	0.033221
ACTG	2013-04-19	2,731,820	5,826,030	0.572211	0.610792	0.359339	0.02987
ACTG	2013-04-26	2,846,572	5,478,235	0.588183	0.543433	0.38949	0.067077
ACTG	2013-05-03	1,305,171	2,658,251	0.538199	0.562624	0.390596	0.046781
ACTG	2013-05-10	736,448	1,290,515	0.606575	0.595483	0.384561	0.019956
ACTG	2013-05-17	641,876	1,356,396	0.497866	0.654644	0.308118	0.037238
ACTG	2013-05-24	601,406	1,662,109	0.481499	0.575822	0.40712	0.017058
ACTG	2013-05-31	560,065	1,590,715	0.486169	0.712106	0.27393	0.013964
ACTG	2013-06-07	1,277,834	2,531,421	0.500626	0.592872	0.372354	0.034774
ACTG	2013-06-14	407,936	970,359	0.415823	0.517488	0.419493	0.063019

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