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
ACET	2012-08-10	15,086	46,087	0.309701	0.364073	0.569865	0.066062
ACET	2012-08-17	24,131	70,282	0.391426	0.633565	0.320661	0.045774
ACET	2012-08-24	11,106	76,448	0.184285	0.45777	0.463143	0.079088
ACET	2012-08-31	30,553	105,773	0.282785	0.606427	0.353679	0.039894
ACET	2012-09-07	63,743	188,185	0.333391	0.492106	0.491553	0.016342
ACET	2012-09-14	57,171	150,722	0.363886	0.531054	0.350332	0.118614
ACET	2012-09-21	29,806	94,086	0.303296	0.427068	0.562721	0.010211
ACET	2012-09-28	30,840	108,156	0.335051	0.466003	0.408134	0.125862
ACET	2012-10-05	18,082	54,187	0.318333	0.592712	0.395097	0.012191
ACET	2012-10-12	18,050	77,511	0.215701	0.397078	0.408416	0.194506
ACET	2012-10-19	37,346	117,848	0.295829	0.388222	0.564233	0.047545
ACET	2012-10-26	68,056	135,871	0.457758	0.485785	0.477138	0.037077
ACET	2012-11-02	76,259	183,779	0.395215	0.454827	0.524249	0.020924
ACET	2012-11-09	101,255	214,579	0.43039	0.526351	0.413936	0.059713
ACET	2012-11-16	155,669	303,868	0.463474	0.250754	0.72169	0.027556
ACET	2012-11-23	95,288	161,133	0.471135	0.317029	0.653643	0.029327
ACET	2012-11-30	59,073	132,892	0.470943	0.319244	0.629276	0.05148
ACET	2012-12-07	43,229	122,019	0.362531	0.354261	0.596217	0.049522
ACET	2012-12-14	47,990	135,215	0.370665	0.451954	0.456719	0.091327
ACET	2012-12-21	38,643	161,931	0.288039	0.49576	0.41217	0.09207
ACET	2012-12-28	19,981	54,996	0.402516	0.521913	0.430315	0.047772
ACET	2013-01-04	58,686	183,332	0.362431	0.505772	0.356712	0.137516
ACET	2013-01-11	40,049	98,504	0.375168	0.622152	0.267439	0.110409
ACET	2013-01-18	97,756	254,619	0.344832	0.56815	0.407672	0.024178
ACET	2013-01-25	31,008	81,189	0.30919	0.620513	0.343186	0.036301
ACET	2013-02-01	29,698	82,039	0.374993	0.545944	0.308656	0.1454
ACET	2013-02-08	54,828	170,400	0.373783	0.488311	0.393449	0.118241
ACET	2013-02-15	44,028	102,956	0.458707	0.363531	0.519932	0.116536
ACET	2013-02-22	100,128	206,541	0.499149	0.387253	0.488347	0.1244
ACET	2013-03-01	61,569	124,225	0.492656	0.423329	0.504598	0.072073
ACET	2013-03-08	43,805	98,939	0.405931	0.571061	0.290446	0.138493
ACET	2013-03-15	19,038	65,136	0.308325	0.471616	0.311259	0.217125
ACET	2013-03-22	42,890	101,488	0.485742	0.548818	0.367466	0.083716
ACET	2013-03-29	62,550	138,313	0.471775	0.725634	0.228671	0.045695
ACET	2013-04-05	82,968	247,334	0.453747	0.766028	0.182747	0.051225
ACET	2013-04-12	55,188	172,832	0.427467	0.746449	0.219648	0.033903
ACET	2013-04-19	81,492	262,965	0.285136	0.640413	0.254944	0.104642
ACET	2013-04-26	30,761	138,772	0.348904	0.629546	0.25261	0.117844
ACET	2013-05-03	67,836	231,022	0.276355	0.656277	0.321588	0.022135
ACET	2013-05-10	50,579	405,535	0.177975	0.603659	0.343796	0.052545
ACET	2013-05-17	232,691	1,028,805	0.273792	0.775754	0.198893	0.025353
ACET	2013-05-24	166,680	434,833	0.396865	0.648669	0.323626	0.027704
ACET	2013-05-31	189,910	526,274	0.373267	0.776955	0.191335	0.03171
ACET	2013-06-07	204,691	590,949	0.363121	0.701974	0.271743	0.026282
ACET	2013-06-14	104,107	347,971	0.362154	0.762446	0.197673	0.039881
ACET	2013-06-21	65,419	315,171	0.298721	0.730738	0.200524	0.068739
ACET	2013-06-28	221,527	703,695	0.396427	0.709431	0.156763	0.133806
ACET	2013-07-05	45,854	277,283	0.190393	0.738768	0.222586	0.038646
ACET	2013-07-12	59,318	540,973	0.157298	0.747279	0.197558	0.055163
ACET	2013-07-19	154,879	567,219	0.260511	0.829778	0.132638	0.037583
ACET	2013-07-26	192,819	685,468	0.387651	0.758123	0.156424	0.085453
ACET	2013-08-02	250,102	602,208	0.42496	0.717847	0.226602	0.055551
ACET	2013-08-09	414,631	916,949	0.422368	0.848632	0.112101	0.039267
ACET	2013-08-16	289,861	932,875	0.355141	0.82747	0.144123	0.028407
ACET	2013-08-23	122,772	593,076	0.273977	0.664823	0.217298	0.117879
ACET	2013-08-30	250,137	744,458	0.321621	0.794461	0.185262	0.020277
ACET	2013-09-06	189,148	578,271	0.34836	0.655562	0.333968	0.01047
ACET	2013-09-13	130,908	475,204	0.272102	0.812281	0.170464	0.017255
ACET	2013-09-20	139,272	502,498	0.255318	0.579574	0.410722	0.009703
ACET	2013-09-27	397,692	1,196,861	0.359716	0.7038	0.278772	0.017428
ACET	2013-10-04	165,025	596,724	0.350859	0.619317	0.365649	0.015034
ACET	2013-10-11	121,927	565,153	0.318204	0.66597	0.311236	0.022794
ACET	2013-10-18	263,629	705,666	0.338774	0.785402	0.197478	0.017121
ACET	2013-10-25	217,136	656,583	0.373642	0.756731	0.229109	0.01416
ACET	2013-11-01	167,165	477,445	0.366536	0.686139	0.26503	0.048831
ACET	2013-11-08	655,830	1,416,928	0.52696	0.703074	0.274156	0.022771
ACET	2013-11-15	310,531	889,021	0.438557	0.650597	0.322521	0.026883
ACET	2013-11-22	398,395	1,107,552	0.347985	0.671782	0.309163	0.019056
ACET	2013-11-29	238,810	603,140	0.416841	0.804536	0.182348	0.013116
ACET	2013-12-06	583,743	1,570,764	0.346048	0.821711	0.160611	0.017678
ACET	2013-12-13	287,588	781,621	0.368548	0.782693	0.197365	0.019942
ACET	2013-12-20	236,398	671,324	0.363473	0.715014	0.220064	0.064922
ACET	2013-12-27	175,378	451,603	0.421687	0.700016	0.266435	0.033549
ACET	2014-01-03	426,641	938,686	0.490621	0.714642	0.236447	0.048911
ACET	2014-01-10	340,440	761,460	0.490252	0.723527	0.235474	0.040999
ACET	2014-01-17	183,670	652,002	0.320454	0.565202	0.407747	0.027052
ACET	2014-01-24	117,232	596,051	0.261243	0.517771	0.38333	0.098899
ACET	2014-01-31	191,974	673,753	0.305786	0.614236	0.325022	0.060742
ACET	2014-02-07	395,511	1,873,550	0.259248	0.662653	0.291788	0.045559
ACET	2014-02-14	338,010	1,434,167	0.295494	0.637885	0.335819	0.026296
ACET	2014-02-21	271,637	1,064,034	0.288045	0.481271	0.478239	0.04049
ACET	2014-02-28	285,519	751,217	0.449918	0.49499	0.349615	0.155395
ACET	2014-03-07	290,907	819,978	0.328961	0.711981	0.253508	0.03451
ACET	2014-03-14	326,014	663,698	0.469977	0.630687	0.255423	0.11389
ACET	2014-03-21	210,715	735,483	0.42902	0.627439	0.274949	0.097611
ACET	2014-03-28	436,287	1,273,752	0.516796	0.728806	0.214775	0.056419
ACET	2014-04-04	387,719	806,794	0.503969	0.6785	0.269062	0.052438
ACET	2014-04-11	322,394	751,265	0.487048	0.70906	0.227344	0.063596
ACET	2014-04-18	406,228	808,391	0.560432	0.671231	0.277845	0.050924
ACET	2014-04-25	450,953	972,409	0.533577	0.718515	0.225173	0.056312
ACET	2014-05-02	709,826	1,402,822	0.565886	0.659717	0.279713	0.06057
ACET	2014-05-09	1,186,095	2,369,168	0.514901	0.570288	0.294789	0.134923
ACET	2014-05-16	684,535	1,904,759	0.389965	0.527528	0.340616	0.131856
ACET	2014-05-23	496,003	1,165,940	0.472612	0.645585	0.301581	0.052834
ACET	2014-05-30	225,305	616,165	0.497031	0.696932	0.246643	0.056426
ACET	2014-06-06	311,054	847,519	0.430115	0.752937	0.21583	0.031232
ACET	2014-06-13	271,079	677,272	0.473524	0.575955	0.365997	0.058048
ACET	2014-06-20	231,342	548,265	0.540787	0.735386	0.232765	0.031849
ACET	2014-06-27	280,531	522,965	0.551527	0.611746	0.342375	0.045879
ACET	2014-07-04	182,113	340,704	0.5932	0.657633	0.234751	0.107616

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