Split (1)

train · 2.57M 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
ADC	2012-02-17	51,722	126,957	0.352367	0.253579	0.724311	0.02211
ADC	2012-02-24	26,461	125,947	0.233703	0.063346	0.917258	0.019396
ADC	2012-03-02	78,628	228,205	0.414628	0.20545	0.769093	0.025457
ADC	2012-03-09	46,432	138,068	0.363974	0.159082	0.808819	0.0321
ADC	2012-03-16	73,043	170,057	0.417598	0.220534	0.726929	0.052537
ADC	2012-03-23	31,356	183,313	0.214239	0.132523	0.84258	0.024897
ADC	2012-03-30	121,619	337,257	0.314228	0.241657	0.734618	0.023724
ADC	2012-04-06	77,573	201,152	0.340285	0.257298	0.718067	0.024634
ADC	2012-04-13	65,808	184,553	0.416416	0.164239	0.805161	0.0306
ADC	2012-04-20	56,497	224,982	0.249161	0.149241	0.827587	0.023172
ADC	2012-04-27	40,805	127,323	0.357123	0.166858	0.796485	0.036657
ADC	2012-05-04	74,384	182,955	0.458602	0.231869	0.688752	0.079379
ADC	2012-05-11	54,267	130,585	0.408248	0.15986	0.82751	0.01263
ADC	2012-05-18	62,153	160,458	0.432996	0.163923	0.787543	0.048534
ADC	2012-05-25	40,723	116,664	0.374815	0.301256	0.671211	0.027534
ADC	2012-06-01	43,622	153,645	0.301062	0.230466	0.686883	0.082652
ADC	2012-06-08	50,964	163,800	0.327484	0.273847	0.704572	0.021581
ADC	2012-06-15	83,531	185,333	0.469992	0.197342	0.780612	0.022046
ADC	2012-06-22	69,864	219,944	0.352884	0.205668	0.757913	0.036419
ADC	2012-06-29	57,988	165,199	0.390903	0.105438	0.873014	0.021549
ADC	2012-07-06	65,018	135,249	0.458886	0.105781	0.819491	0.074728
ADC	2012-07-13	41,642	122,678	0.3896	0.087862	0.80977	0.102367
ADC	2012-07-20	64,987	145,465	0.545392	0.135648	0.849875	0.014476
ADC	2012-07-27	41,148	103,337	0.428153	0.137322	0.83724	0.025437
ADC	2012-08-03	51,638	107,921	0.507948	0.115405	0.858325	0.02627
ADC	2012-08-10	56,070	116,490	0.531064	0.165299	0.80829	0.026411
ADC	2012-08-17	24,414	75,339	0.379879	0.253608	0.734197	0.012195
ADC	2012-08-24	42,004	110,065	0.418212	0.239605	0.732215	0.028179
ADC	2012-08-31	45,745	88,635	0.405048	0.204739	0.774214	0.021047
ADC	2012-09-07	67,069	109,463	0.557301	0.286545	0.701822	0.011633
ADC	2012-09-14	78,914	160,799	0.511825	0.104351	0.858277	0.037372
ADC	2012-09-21	72,466	155,388	0.412813	0.133782	0.846652	0.019566
ADC	2012-09-28	125,169	286,435	0.40121	0.104934	0.84452	0.050546
ADC	2012-10-05	62,557	125,212	0.448168	0.144097	0.855903	0
ADC	2012-10-12	48,676	96,990	0.541614	0.142785	0.71733	0.139885
ADC	2012-10-19	45,961	99,699	0.487134	0.145543	0.827227	0.02723
ADC	2012-10-26	39,818	102,970	0.39562	0.197578	0.78021	0.022213
ADC	2012-11-02	33,651	63,981	0.596431	0.133738	0.851735	0.014527
ADC	2012-11-09	58,453	122,626	0.513121	0.236645	0.706851	0.056504
ADC	2012-11-16	85,635	140,071	0.688034	0.083407	0.909229	0.007365
ADC	2012-11-23	34,639	61,817	0.558957	0.105209	0.879822	0.014969
ADC	2012-11-30	56,286	127,967	0.516423	0.104309	0.872149	0.023542
ADC	2012-12-07	45,725	99,442	0.420789	0.142044	0.847104	0.010851
ADC	2012-12-14	42,313	122,527	0.313226	0.112037	0.880855	0.007108
ADC	2012-12-21	74,651	173,567	0.477599	0.099004	0.812444	0.088552
ADC	2012-12-28	29,309	50,133	0.642275	0.090979	0.892092	0.016929
ADC	2013-01-04	47,923	123,275	0.479452	0.224912	0.687076	0.088012
ADC	2013-01-11	99,873	180,598	0.572173	0.303851	0.634823	0.061326
ADC	2013-01-18	75,583	286,957	0.306395	0.196797	0.785259	0.017944
ADC	2013-01-25	34,340	154,070	0.251785	0.2117	0.776862	0.011437
ADC	2013-02-01	93,783	254,821	0.425191	0.231656	0.709189	0.059154
ADC	2013-02-08	46,319	122,615	0.360258	0.197597	0.780514	0.021889
ADC	2013-02-15	38,592	121,582	0.215948	0.085372	0.901095	0.013533
ADC	2013-02-22	48,655	124,624	0.339625	0.058847	0.908183	0.03297
ADC	2013-03-01	50,733	121,069	0.442287	0.208353	0.762214	0.029433
ADC	2013-03-08	42,761	104,244	0.364612	0.072187	0.901719	0.026094
ADC	2013-03-15	67,398	160,320	0.342566	0.153171	0.818484	0.028345
ADC	2013-03-22	39,823	302,505	0.151894	0.230383	0.753476	0.016141
ADC	2013-03-29	82,687	323,361	0.249705	0.208571	0.784287	0.007142
ADC	2013-04-05	114,076	379,660	0.414676	0.413282	0.574415	0.012304
ADC	2013-04-12	85,918	325,273	0.34186	0.511428	0.467217	0.021355
ADC	2013-04-19	125,670	277,391	0.500661	0.399328	0.589958	0.010714
ADC	2013-04-26	111,250	312,222	0.387723	0.532878	0.406413	0.06071
ADC	2013-05-03	118,853	334,467	0.416239	0.416289	0.568065	0.015646
ADC	2013-05-10	84,382	262,946	0.37338	0.376288	0.613763	0.009949
ADC	2013-05-17	123,294	490,054	0.247204	0.34525	0.645901	0.008848
ADC	2013-05-24	127,255	371,630	0.45449	0.464466	0.519123	0.016411
ADC	2013-05-31	672,744	1,190,705	0.446909	0.289649	0.701604	0.008747
ADC	2013-06-07	167,684	407,558	0.506626	0.305511	0.674011	0.020478
ADC	2013-06-14	140,827	360,570	0.466301	0.471937	0.495495	0.032568
ADC	2013-06-21	181,747	434,266	0.392801	0.304296	0.675763	0.019941
ADC	2013-06-28	162,371	363,805	0.582626	0.315537	0.598828	0.085635
ADC	2013-07-05	74,043	234,581	0.301561	0.277321	0.706283	0.016396
ADC	2013-07-12	98,374	235,705	0.50208	0.451883	0.537587	0.01053
ADC	2013-07-19	97,896	219,993	0.520798	0.418862	0.572776	0.008362
ADC	2013-07-26	238,843	585,627	0.454738	0.337255	0.643666	0.01908
ADC	2013-08-02	1,032,070	2,000,344	0.483676	0.340563	0.64976	0.009677
ADC	2013-08-09	196,000	354,394	0.630216	0.459104	0.52238	0.018515
ADC	2013-08-16	152,349	309,375	0.54365	0.354419	0.628205	0.017376
ADC	2013-08-23	131,484	295,674	0.481729	0.467991	0.435397	0.096612
ADC	2013-08-30	116,926	224,276	0.403491	0.475123	0.515146	0.009731
ADC	2013-09-06	88,196	235,078	0.442879	0.502512	0.484666	0.012822
ADC	2013-09-13	75,400	252,065	0.33728	0.412386	0.587614	0
ADC	2013-09-20	141,730	282,031	0.544879	0.405824	0.587684	0.006491
ADC	2013-09-27	111,924	206,684	0.598062	0.470786	0.506615	0.022598
ADC	2013-10-04	128,089	261,859	0.5431	0.319902	0.653903	0.026195
ADC	2013-10-11	139,615	287,667	0.498719	0.303532	0.673667	0.022801
ADC	2013-10-18	115,836	192,944	0.600968	0.219662	0.769668	0.010669
ADC	2013-10-25	49,988	145,672	0.387598	0.305884	0.685412	0.008704
ADC	2013-11-01	162,845	323,801	0.562914	0.394063	0.599258	0.006679
ADC	2013-11-08	137,823	276,836	0.564646	0.31683	0.673557	0.009613
ADC	2013-11-15	85,670	212,525	0.509871	0.377487	0.606961	0.015553
ADC	2013-11-22	339,126	1,522,257	0.444507	0.350336	0.630397	0.019267
ADC	2013-11-29	306,546	1,040,884	0.273241	0.370948	0.615079	0.013973
ADC	2013-12-06	274,903	779,164	0.347405	0.613791	0.36674	0.01947
ADC	2013-12-13	125,446	464,004	0.289792	0.476617	0.512958	0.010425
ADC	2013-12-20	186,679	539,591	0.335187	0.36409	0.633076	0.002833
ADC	2013-12-27	115,465	228,365	0.459196	0.424243	0.570441	0.005317
ADC	2014-01-03	95,019	208,394	0.532503	0.376879	0.608261	0.01486
ADC	2014-01-10	136,544	359,748	0.444208	0.29379	0.698353	0.007857

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