Split (1)

train · 2.54M 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
ABCB	2012-06-15	47,624	82,097	0.59477	0.266942	0.698588	0.03447
ABCB	2012-06-22	37,539	66,858	0.682183	0.273567	0.679835	0.046598
ABCB	2012-06-29	32,296	64,239	0.571345	0.454803	0.510416	0.034781
ABCB	2012-07-06	22,541	37,803	0.648216	0.108851	0.741345	0.149804
ABCB	2012-07-13	47,531	75,644	0.716843	0.356257	0.398346	0.245397
ABCB	2012-07-20	11,700	48,301	0.355046	0.299651	0.603912	0.096437
ABCB	2012-07-27	21,572	45,164	0.389369	0.10652	0.761586	0.131895
ABCB	2012-08-03	25,176	47,630	0.560972	0.296405	0.578324	0.125271
ABCB	2012-08-10	39,434	82,937	0.417435	0.454784	0.453845	0.091371
ABCB	2012-08-17	29,487	55,353	0.46949	0.264302	0.713335	0.022363
ABCB	2012-08-24	27,303	54,812	0.487741	0.26128	0.683241	0.05548
ABCB	2012-08-31	17,145	35,220	0.324755	0.595795	0.400116	0.004089
ABCB	2012-09-07	40,428	69,109	0.500112	0.621582	0.370695	0.007722
ABCB	2012-09-14	24,101	51,640	0.458814	0.490402	0.431337	0.078261
ABCB	2012-09-21	22,723	34,399	0.641969	0.23899	0.737053	0.023957
ABCB	2012-09-28	20,615	59,136	0.43511	0.334392	0.514792	0.150816
ABCB	2012-10-05	12,452	51,749	0.249054	0.449226	0.515063	0.035711
ABCB	2012-10-12	11,839	26,408	0.569956	0.317189	0.424208	0.258603
ABCB	2012-10-19	20,681	44,376	0.543416	0.280269	0.630454	0.089276
ABCB	2012-10-26	34,163	191,745	0.281859	0.239519	0.633095	0.127386
ABCB	2012-11-02	24,090	74,221	0.533819	0.2226	0.737375	0.040026
ABCB	2012-11-09	37,444	68,826	0.671496	0.295909	0.623801	0.08029
ABCB	2012-11-16	37,161	60,068	0.583503	0.19441	0.764123	0.041466
ABCB	2012-11-23	7,691	22,226	0.573901	0.182148	0.647362	0.17049
ABCB	2012-11-30	28,801	50,205	0.474398	0.158089	0.739857	0.102053
ABCB	2012-12-07	16,689	41,481	0.440662	0.133135	0.683433	0.183432
ABCB	2012-12-14	29,267	59,225	0.54593	0.224774	0.723007	0.05222
ABCB	2012-12-21	51,343	76,683	0.577056	0.194386	0.715206	0.090408
ABCB	2012-12-28	10,707	21,173	0.691105	0.238188	0.720419	0.041394
ABCB	2013-01-04	65,056	88,786	0.784413	0.125513	0.752072	0.122416
ABCB	2013-01-11	17,431	64,744	0.543859	0.131939	0.791279	0.076782
ABCB	2013-01-18	17,520	27,620	0.531003	0.104585	0.811514	0.083902
ABCB	2013-01-25	10,497	15,724	0.617474	0.307617	0.68121	0.011173
ABCB	2013-02-01	99,862	130,669	0.642183	0.202583	0.767341	0.030076
ABCB	2013-02-08	11,905	26,068	0.593819	0.231276	0.715001	0.053723
ABCB	2013-02-15	47,769	74,812	0.715418	0.349683	0.639836	0.010481
ABCB	2013-02-22	59,381	82,732	0.557581	0.179055	0.730528	0.090417
ABCB	2013-03-01	33,931	60,146	0.619757	0.257182	0.673348	0.06947
ABCB	2013-03-08	50,039	79,928	0.560941	0.336097	0.542171	0.121732
ABCB	2013-03-15	75,905	103,968	0.794779	0.391198	0.521295	0.087507
ABCB	2013-03-22	27,291	31,997	0.73212	0.351579	0.588669	0.059752
ABCB	2013-03-29	25,620	41,420	0.616213	0.373118	0.492515	0.134366
ABCB	2013-04-05	67,846	111,832	0.65669	0.644703	0.341791	0.013506
ABCB	2013-04-12	30,399	56,313	0.673986	0.502309	0.474883	0.022808
ABCB	2013-04-19	46,600	91,949	0.528222	0.636508	0.337694	0.025798
ABCB	2013-04-26	22,326	38,396	0.62434	0.469404	0.466694	0.063901
ABCB	2013-05-03	213,506	551,334	0.450658	0.520542	0.463737	0.01572
ABCB	2013-05-10	92,178	182,477	0.500529	0.39908	0.576839	0.024081
ABCB	2013-05-17	42,459	220,213	0.363458	0.304773	0.661699	0.033527
ABCB	2013-05-24	22,689	61,511	0.452527	0.337281	0.559851	0.102867
ABCB	2013-05-31	34,405	85,174	0.38747	0.624174	0.316854	0.058971
ABCB	2013-06-07	46,782	120,378	0.535001	0.515897	0.403189	0.080914
ABCB	2013-06-14	45,702	74,932	0.638405	0.52699	0.449951	0.023059
ABCB	2013-06-21	22,641	41,660	0.549107	0.419199	0.51081	0.069991
ABCB	2013-06-28	58,644	272,335	0.455689	0.420883	0.418248	0.160869
ABCB	2013-07-05	112,535	252,612	0.615394	0.601902	0.380542	0.017556
ABCB	2013-07-12	54,410	256,736	0.305575	0.641483	0.314392	0.044125
ABCB	2013-07-19	76,440	295,554	0.393711	0.744775	0.230911	0.024315
ABCB	2013-07-26	53,361	300,295	0.295042	0.624526	0.294999	0.080475
ABCB	2013-08-02	46,954	134,590	0.366131	0.567068	0.37701	0.055922
ABCB	2013-08-09	49,458	153,532	0.562248	0.481665	0.448675	0.06966
ABCB	2013-08-16	68,429	211,900	0.564974	0.506061	0.4614	0.032539
ABCB	2013-08-23	154,501	400,002	0.521875	0.7212	0.19008	0.088719
ABCB	2013-08-30	186,879	331,519	0.667439	0.594756	0.357199	0.048044
ABCB	2013-09-06	53,991	79,593	0.790235	0.498613	0.462485	0.038902
ABCB	2013-09-13	29,579	81,319	0.493855	0.49503	0.479245	0.025724
ABCB	2013-09-20	43,667	110,252	0.557837	0.46623	0.518855	0.014915
ABCB	2013-09-27	36,268	156,051	0.345885	0.61824	0.367762	0.013998
ABCB	2013-10-04	41,205	266,874	0.429281	0.551329	0.407838	0.040833
ABCB	2013-10-11	114,262	203,642	0.574513	0.519835	0.44531	0.034855
ABCB	2013-10-18	85,109	572,654	0.358238	0.714549	0.270873	0.014578
ABCB	2013-10-25	201,584	976,802	0.265481	0.397907	0.586062	0.01603
ABCB	2013-11-01	147,571	350,563	0.468203	0.635316	0.32017	0.044514
ABCB	2013-11-08	71,382	280,108	0.491117	0.732497	0.240404	0.027099
ABCB	2013-11-15	83,176	293,081	0.414635	0.789135	0.171502	0.039363
ABCB	2013-11-22	71,197	167,914	0.511668	0.672164	0.261505	0.066331
ABCB	2013-11-29	41,165	138,101	0.424375	0.699608	0.181808	0.118584
ABCB	2013-12-06	43,141	130,119	0.414486	0.635106	0.322984	0.04191
ABCB	2013-12-13	40,117	111,028	0.484728	0.48413	0.449279	0.06659
ABCB	2013-12-20	41,271	132,096	0.384861	0.525991	0.394865	0.079145
ABCB	2013-12-27	37,025	79,090	0.502668	0.601455	0.146226	0.252319
ABCB	2014-01-03	46,684	138,499	0.399945	0.655688	0.175166	0.169146
ABCB	2014-01-10	91,582	234,664	0.550698	0.75979	0.157723	0.082487
ABCB	2014-01-17	81,275	213,724	0.55977	0.642487	0.334108	0.023405
ABCB	2014-01-24	61,025	384,110	0.473385	0.616553	0.317535	0.065912
ABCB	2014-01-31	110,084	286,971	0.546425	0.573231	0.379096	0.047674
ABCB	2014-02-07	139,525	370,010	0.521566	0.721216	0.213659	0.065125
ABCB	2014-02-14	70,219	232,885	0.459455	0.631	0.314199	0.054802
ABCB	2014-02-21	32,643	95,381	0.431587	0.625649	0.316241	0.05811
ABCB	2014-02-28	82,584	186,256	0.512019	0.621441	0.186435	0.192124
ABCB	2014-03-07	101,634	187,337	0.555632	0.493689	0.489982	0.01633
ABCB	2014-03-14	157,955	362,266	0.507991	0.592001	0.389989	0.01801
ABCB	2014-03-21	87,769	313,739	0.558041	0.693422	0.284217	0.022362
ABCB	2014-03-28	100,408	223,879	0.49946	0.653042	0.307438	0.039521
ABCB	2014-04-04	107,998	258,019	0.532398	0.717568	0.265807	0.016625
ABCB	2014-04-11	72,209	144,472	0.505658	0.684476	0.291334	0.02419
ABCB	2014-04-18	45,193	127,655	0.548354	0.663237	0.321427	0.015336
ABCB	2014-04-25	70,355	149,243	0.549137	0.624922	0.359352	0.015727
ABCB	2014-05-02	85,560	235,459	0.409365	0.656238	0.325607	0.018155
ABCB	2014-05-09	141,881	410,947	0.396945	0.644494	0.227487	0.128019

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