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
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
ACTS	2014-07-18	13,290	209,297	0.073292	0.458264	0.320042	0.221695
ACTS	2014-07-25	2,330	82,599	0.04447	null	null	null
ACTS	2014-08-01	17,100	150,741	0.145259	0.292007	0.605717	0.102276
ACTS	2014-08-08	67,565	394,887	0.295894	0.401881	0.518577	0.079542
ACTS	2014-08-15	107,982	641,635	0.222128	0.834628	0.162369	0.003003
ACTS	2014-08-22	305,168	616,600	0.403356	0.86921	0.105943	0.024847
ACTS	2014-08-29	76,047	270,613	0.384018	0.824417	0.099195	0.076389
ACTS	2014-09-05	29,627	132,567	0.258369	0.803671	0.148199	0.048131
ACTS	2014-09-12	80,691	244,748	0.314161	0.779194	0.197568	0.023238
ACTS	2014-09-19	102,042	314,311	0.301104	0.908363	0.080266	0.011371
ACTS	2014-09-26	29,846	121,700	0.227276	0.871727	0.119975	0.008298
ACTS	2014-10-03	7,203	42,463	0.205675	0.861429	0.138571	0
ACTS	2014-10-10	17,473	200,905	0.153027	0.69656	0.281844	0.021597
ACTS	2014-10-17	12,942	34,475	0.374331	0.510551	0.489449	0
ACTS	2014-10-24	12,894	102,780	0.065434	0.66138	0.33862	0
ACTS	2014-10-31	9,900	85,164	0.07396	null	null	null
ACTS	2014-11-07	6,771	245,009	0.064084	null	null	null
ACTS	2014-11-14	9,349	104,754	0.05005	null	null	null
ACTS	2014-11-21	7,807	71,989	0.127254	null	null	null
ACTS	2014-11-28	5,360	44,160	0.073552	null	null	null
ACTS	2014-12-05	7,539	83,306	0.025352	null	null	null
ACTS	2014-12-12	23,271	110,229	0.174728	null	null	null
ACTS	2014-12-19	2,500	44,040	0.022631	0	1	0
ACTS	2014-12-26	2,121	33,197	0.082765	null	null	null
ACTS	2015-01-02	800	42,518	0.007307	null	null	null
ACTS	2015-01-09	11,900	62,216	0.170696	0.535761	0.430673	0.033566
ACTS	2015-01-16	21,755	97,337	0.111737	null	null	null
ACTS	2015-01-23	14,876	43,975	0.378206	0.352379	0.577057	0.070564
ACTS	2015-01-30	27,994	88,814	0.315663	0.511591	0.425331	0.063078
ACTS	2015-02-06	41,747	192,236	0.164962	0.77089	0.22911	0
ACTS	2015-02-13	4,100	95,595	0.10419	0.813904	0.186096	0
ACTS	2015-02-20	5,400	52,074	0.069614	0.386594	0.613406	0
ACTS	2015-02-27	4,661	146,217	0.058675	0.395511	0.57632	0.028169
ACTS	2015-03-06	18,782	106,178	0.227144	0.374036	0.309631	0.316333
ACTS	2015-03-13	12,050	101,419	0.203296	0.580651	0.251608	0.167741
ACTS	2015-03-20	5,078	57,954	0.035121	null	null	null
ACTS	2015-03-27	7,700	82,414	0.138624	0.459524	0.540476	0
ACTS	2015-04-03	12,796	81,933	0.138344	null	null	null
ACTS	2015-04-10	50,098	281,644	0.104867	0.558302	0.44089	0.000808
ACTS	2015-04-17	44,181	218,476	0.174562	0.834467	0.158075	0.007458
ACTS	2015-04-24	3,150	117,248	0.034023	0.5	0.2	0.3
ACTS	2015-05-01	38,081	132,916	0.16466	null	null	null
ACTS	2015-05-08	4,575	70,183	0.114038	null	null	null
ACTS	2015-05-15	8,500	175,265	0.037053	0.824091	0.175909	0
ACTS	2015-05-22	51,753	236,409	0.192265	0.935344	0.04776	0.016896
ACTS	2015-05-29	27,853	151,187	0.154902	0.80824	0.186952	0.004808
ACTS	2015-06-05	47,651	179,634	0.239363	0.896097	0.09779	0.006112
ACTS	2015-06-12	28,202	183,368	0.19256	0.777578	0.167858	0.054564
ACTS	2015-06-19	26,180	134,991	0.2107	0.737912	0.224022	0.038066
ACTS	2015-06-26	179,454	502,514	0.210002	0.897974	0.096739	0.005287
ACTS	2015-07-03	14,095	182,280	0.089731	null	null	null
ACTS	2015-07-10	46,434	251,574	0.156881	0.927556	0.035029	0.037415
ACTS	2015-07-17	18,028	132,302	0.203825	0.924103	0.017685	0.058212

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