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	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
ACTS	2015-07-24	10,678	63,289	0.210561	null	null	null
ACTS	2015-07-31	77,428	231,351	0.21475	0.857931	0.059934	0.082135
ACTS	2015-08-07	83,205	254,846	0.227539	0.48963	0.359355	0.151015
ACTS	2015-08-14	30,318	173,919	0.180811	0.714129	0.252731	0.03314
ACTS	2015-08-21	5,000	16,793	0.281759	0.964286	0.035714	0
ACTS	2015-08-28	86,038	249,751	0.223087	0.913397	0.042387	0.044215
ACTS	2015-09-04	90,612	212,106	0.4278	0.571096	0.361202	0.067702
ACTS	2015-09-11	7,799	74,243	0.200137	0.433768	0.566232	0
ACTS	2015-09-18	72,643	377,401	0.20266	0.664634	0.32453	0.010836
ACTS	2015-09-25	28,278	147,268	0.233755	0.715636	0.276752	0.007612
ACTS	2015-10-02	39,544	104,020	0.366119	0.652387	0.32883	0.018783
ACTS	2015-10-09	10,581	38,720	0.358878	0.820708	0.179292	0
ACTS	2015-10-16	2,584	40,975	0.035977	null	null	null
ACTS	2015-10-23	29,899	93,595	0.150694	null	null	null
ACTS	2015-10-30	18,147	24,126	0.597953	0.955192	0.044808	0
ACTS	2015-11-06	7,954	17,760	0.223691	0.75	0.125	0.125
ACTS	2015-11-13	8,941	24,265	0.186354	null	null	null
ACTS	2015-11-20	26,890	50,865	0.509468	0.91328	0.085254	0.001466
ACTS	2015-11-27	4,064	5,444	0.547017	0.774925	0.225075	0
ACTS	2015-12-04	4,638	14,008	0.55645	0.753335	0.025031	0.221633
ACTS	2015-12-11	8,779	42,511	0.487494	0.828436	0.065742	0.105822
ACTS	2015-12-18	12,437	50,187	0.238202	0.98505	0.000664	0.014286
ACTS	2015-12-25	2,430	19,603	0.229464	0.590097	0.38438	0.025523
ACTS	2016-01-01	1,818	11,796	0.137515	1	0	0
ACTS	2016-01-08	5,306	9,098	0.403928	0.88089	0.006066	0.113043
ACTS	2016-01-15	1,776	6,956	0.25543	1	0	0
ACTS	2016-01-22	3,099	20,925	0.274798	null	null	null
ACTS	2016-01-29	600	6,520	0.29717	null	null	null
ACTS	2016-02-05	11,076	26,814	0.693394	0.610819	0.389181	0
ACTS	2016-02-12	7,354	18,938	0.340592	null	null	null
ACTS	2016-02-19	10,099	64,277	0.355037	1	0	0
ACTS	2016-02-26	400	26,139	0.235294	null	null	null
ACTS	2016-03-04	9,413	28,441	0.263943	null	null	null
ACTS	2016-03-11	17,665	82,306	0.410475	0.990299	0.009701	0
ACTS	2016-03-18	21,570	53,523	0.304893	null	null	null
ACTS	2016-03-25	390	37,993	0.054806	null	null	null
ACTS	2016-04-01	60,515	170,329	0.399438	0.991503	0.008497	0
ACTS	2016-04-08	84,760	161,379	0.121227	null	null	null
ACTS	2016-04-15	58,747	90,686	0.348645	0.919136	0.0072	0.073663
ACTS	2016-04-22	57,385	77,271	0.5698	0.84118	0.157721	0.001099
ACTS	2016-04-29	24,122	36,312	0.62345	0.887	0.113	0
ACTS	2016-05-06	11,276	15,047	0.697326	0.506302	0.36932	0.124378
ACTS	2016-05-13	502	6,552	0.23638	null	null	null
ACTS	2016-05-20	900	1,485	0.194798	null	null	null
ACTS	2016-05-27	74,968	130,312	0.456948	0.932897	0.06155	0.005553
ACTS	2016-06-03	19,353	74,688	0.459489	0.815424	0.06611	0.118466
ACTS	2016-06-10	12,721	44,183	0.458211	null	null	null

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