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
ACTS	2012-08-17	12,350	168,564	0.193121	null	null	null
ACTS	2012-08-24	11,173	60,441	0.414596	0.409111	0.57206	0.018829
ACTS	2012-08-31	5,410	52,603	0.146501	0.289091	0.688687	0.022222
ACTS	2012-09-07	4,800	92,867	0.28713	0.493376	0.487393	0.019231
ACTS	2012-09-14	2,840	108,084	0.05111	0.697761	0.224627	0.077612
ACTS	2012-09-21	13,224	95,697	0.341599	0.306606	0.689312	0.004082
ACTS	2012-09-28	3,903	35,156	0.184262	null	null	null
ACTS	2012-10-05	2,800	56,801	0.136358	0.378333	0.433333	0.188333
ACTS	2012-10-12	11,617	67,969	0.339606	0.392095	0.400471	0.207434
ACTS	2012-10-19	18,222	87,049	0.270711	0.765403	0.226263	0.008333
ACTS	2012-10-26	17,660	53,732	0.395305	0.605995	0.373979	0.020026
ACTS	2012-11-02	12,119	38,542	0.380498	0.53388	0.387733	0.078387
ACTS	2012-11-09	124,790	186,432	0.593003	0.78431	0.205442	0.010248
ACTS	2012-11-16	8,938	37,569	0.326827	0.218402	0.726988	0.05461
ACTS	2012-11-23	12,995	28,425	0.595173	0.272834	0.645238	0.081928
ACTS	2012-11-30	19,262	92,324	0.340128	0.395804	0.527954	0.076242
ACTS	2012-12-07	26,321	102,353	0.296377	0.419399	0.580601	0
ACTS	2012-12-14	16,176	83,141	0.453705	0.385928	0.512259	0.101813
ACTS	2012-12-21	28,638	62,117	0.532823	0.370243	0.229843	0.399914
ACTS	2012-12-28	16,675	78,626	0.183184	0.459591	0.457076	0.083333
ACTS	2013-01-04	5,744	139,543	0.233396	0.402658	0.089301	0.508041
ACTS	2013-01-11	35,434	169,132	0.282753	0.437463	0.417682	0.144855
ACTS	2013-01-18	35,153	142,724	0.252757	0.678143	0.319805	0.002051
ACTS	2013-01-25	33,140	158,116	0.113296	0.628889	0.368533	0.002577
ACTS	2013-02-01	23,914	146,944	0.290652	0.636314	0.334141	0.029545
ACTS	2013-02-08	7,147	55,475	0.137609	0.407428	0.592572	0
ACTS	2013-02-15	41,617	83,605	0.354375	0.92142	0.075902	0.002678
ACTS	2013-02-22	22,670	49,160	0.204259	0.259031	0.737123	0.003846
ACTS	2013-03-01	31,815	57,432	0.375249	0.716519	0.270981	0.0125
ACTS	2013-03-08	39,788	159,446	0.38145	0.813941	0.165243	0.020817
ACTS	2013-03-15	102,640	256,280	0.480735	0.72184	0.275373	0.002787
ACTS	2013-03-22	49,794	88,977	0.415757	0.759635	0.234597	0.005768
ACTS	2013-03-29	43,757	121,468	0.498866	0.812669	0.177363	0.009969
ACTS	2013-04-05	115,732	371,711	0.383477	0.747073	0.240479	0.012447
ACTS	2013-04-12	260,908	844,387	0.29445	0.849114	0.137193	0.013693
ACTS	2013-04-19	313,678	1,036,309	0.318701	0.844585	0.138612	0.016803
ACTS	2013-04-26	119,793	575,887	0.285889	0.663799	0.231277	0.104924
ACTS	2013-05-03	119,527	735,455	0.234881	0.744666	0.228733	0.026602
ACTS	2013-05-10	116,408	553,316	0.26881	0.542702	0.445473	0.011826
ACTS	2013-05-17	69,420	484,001	0.194156	0.774413	0.174026	0.051561
ACTS	2013-05-24	54,695	212,546	0.333212	0.606965	0.382129	0.010906
ACTS	2013-05-31	33,350	151,013	0.299789	0.505228	0.435481	0.059291
ACTS	2013-06-07	59,830	170,554	0.302968	0.645256	0.309298	0.045446
ACTS	2013-06-14	23,467	179,352	0.3306	0.4117	0.500358	0.087942
ACTS	2013-06-21	32,839	297,278	0.271779	0.714171	0.220429	0.065399
ACTS	2013-06-28	34,348	161,053	0.285921	0.61681	0.224906	0.158284
ACTS	2013-07-05	28,270	75,373	0.424601	0.723606	0.244948	0.031447
ACTS	2013-07-12	18,303	76,977	0.326239	0.862328	0.101723	0.035949
ACTS	2013-07-19	48,046	192,018	0.275738	0.628548	0.302903	0.06855
ACTS	2013-07-26	64,824	162,509	0.399855	0.730193	0.253347	0.01646
ACTS	2013-08-02	62,686	169,393	0.457866	0.771028	0.216637	0.012335
ACTS	2013-08-09	92,809	241,405	0.353488	0.732543	0.255948	0.011509
ACTS	2013-08-16	40,628	174,560	0.247824	0.876154	0.107671	0.016175
ACTS	2013-08-23	48,607	148,269	0.360372	0.442344	0.185218	0.372438
ACTS	2013-08-30	19,600	79,968	0.342887	0.559262	0.333162	0.107576
ACTS	2013-09-06	22,275	69,366	0.437028	0.711803	0.26202	0.026177
ACTS	2013-09-13	50,552	235,591	0.20623	0.80876	0.185706	0.005534
ACTS	2013-09-20	128,408	227,056	0.452272	0.850239	0.146431	0.00333
ACTS	2013-09-27	107,335	238,083	0.363572	0.877793	0.079337	0.042871
ACTS	2013-10-04	50,287	147,430	0.372992	0.715266	0.230549	0.054184
ACTS	2013-10-11	41,009	147,949	0.43559	0.695444	0.224443	0.080112
ACTS	2013-10-18	26,941	117,920	0.426948	0.701536	0.125721	0.172743
ACTS	2013-10-25	39,574	110,682	0.493142	0.802784	0.131633	0.065583
ACTS	2013-11-01	29,899	129,575	0.306177	0.842383	0.116252	0.041365
ACTS	2013-11-08	181,812	366,076	0.449085	0.783076	0.212484	0.00444
ACTS	2013-11-15	63,622	267,288	0.469717	0.732339	0.183937	0.083724
ACTS	2013-11-22	93,755	186,196	0.501351	0.821228	0.119046	0.059727
ACTS	2013-11-29	52,444	214,787	0.362913	0.831851	0.13495	0.033199
ACTS	2013-12-06	64,004	139,522	0.567882	0.737458	0.182021	0.08052
ACTS	2013-12-13	56,847	149,407	0.53592	0.862854	0.10921	0.027936
ACTS	2013-12-20	71,894	224,879	0.376824	0.955491	0.01891	0.025599
ACTS	2013-12-27	63,748	159,932	0.349477	0.923652	0.068887	0.007461
ACTS	2014-01-03	22,393	185,636	0.317888	0.78486	0.183719	0.031421
ACTS	2014-01-10	47,915	189,199	0.328937	0.804173	0.160519	0.035307
ACTS	2014-01-17	22,070	91,961	0.232029	0.818315	0.15917	0.022514
ACTS	2014-01-24	28,904	137,044	0.159772	0.946355	0.050382	0.003263
ACTS	2014-01-31	31,252	335,033	0.17935	0.806887	0.13173	0.061383
ACTS	2014-02-07	45,965	199,110	0.303188	0.850157	0.126117	0.023726
ACTS	2014-02-14	31,265	144,365	0.174238	0.75022	0.233145	0.016635
ACTS	2014-02-21	27,669	85,472	0.380558	0.750454	0.132102	0.117444
ACTS	2014-02-28	27,433	214,636	0.262455	0.747448	0.204187	0.048365
ACTS	2014-03-07	39,386	190,236	0.263363	0.889892	0.101952	0.008157
ACTS	2014-03-14	5,091	43,595	0.160351	0.787539	0.212461	0
ACTS	2014-03-21	12,185	72,759	0.183198	0.627702	0.372298	0
ACTS	2014-03-28	11,300	61,504	0.107554	null	null	null
ACTS	2014-04-04	6,443	44,772	0.147015	null	null	null
ACTS	2014-04-11	94,258	160,089	0.296859	0.66432	0.33568	0
ACTS	2014-04-18	30,608	139,033	0.178161	0.77769	0.22231	0
ACTS	2014-04-25	25,038	75,831	0.187947	0.653507	0.213159	0.133333
ACTS	2014-05-02	38,528	150,568	0.294624	0.692575	0.221652	0.085773
ACTS	2014-05-09	69,324	381,070	0.247373	0.673078	0.270803	0.056119
ACTS	2014-05-16	132,246	707,299	0.156231	0.718379	0.192709	0.088911
ACTS	2014-05-23	38,220	282,677	0.182329	0.644061	0.315875	0.040064
ACTS	2014-05-30	46,214	285,221	0.405872	0.846912	0.138824	0.014265
ACTS	2014-06-06	130,313	512,410	0.351845	0.815209	0.173291	0.0115
ACTS	2014-06-13	54,167	181,174	0.353531	0.925458	0.066688	0.007854
ACTS	2014-06-20	42,744	190,840	0.283539	0.657452	0.33502	0.007529
ACTS	2014-06-27	58,971	182,325	0.42536	0.672384	0.319147	0.008469
ACTS	2014-07-04	34,300	103,590	0.38779	0.69951	0.161536	0.138954
ACTS	2014-07-11	72,347	324,773	0.22342	0.653785	0.325525	0.02069

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