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
ABG	2012-07-27	651,872	1,221,654	0.515387	0.123069	0.854908	0.022023
ABG	2012-08-03	552,755	1,016,761	0.543244	0.131983	0.848474	0.019543
ABG	2012-08-10	417,250	757,266	0.537656	0.172126	0.811897	0.015977
ABG	2012-08-17	346,216	569,793	0.57544	0.114912	0.873411	0.011677
ABG	2012-08-24	231,239	402,145	0.629976	0.120732	0.860891	0.018377
ABG	2012-08-31	373,809	688,800	0.527401	0.157718	0.831413	0.010869
ABG	2012-09-07	382,144	711,646	0.570243	0.162603	0.826761	0.010636
ABG	2012-09-14	588,167	1,021,810	0.562582	0.09953	0.84229	0.05818
ABG	2012-09-21	467,846	771,687	0.609227	0.122601	0.848426	0.028972
ABG	2012-09-28	282,343	486,423	0.572625	0.129773	0.817595	0.052632
ABG	2012-10-05	368,891	796,006	0.483048	0.220363	0.765801	0.013836
ABG	2012-10-12	488,030	922,003	0.520638	0.18701	0.669441	0.143549
ABG	2012-10-19	280,445	592,191	0.492987	0.158576	0.814227	0.027197
ABG	2012-10-26	394,236	865,094	0.501673	0.196094	0.778191	0.025714
ABG	2012-11-02	284,746	633,156	0.457794	0.252767	0.725755	0.021478
ABG	2012-11-09	321,680	626,171	0.509074	0.185057	0.802356	0.012587
ABG	2012-11-16	313,999	668,817	0.509944	0.182498	0.783744	0.033758
ABG	2012-11-23	205,419	474,861	0.489956	0.258048	0.7338	0.008152
ABG	2012-11-30	499,052	900,921	0.507932	0.181447	0.809825	0.008728
ABG	2012-12-07	363,710	641,891	0.598765	0.223025	0.761853	0.015122
ABG	2012-12-14	366,258	649,459	0.561406	0.171728	0.81115	0.017122
ABG	2012-12-21	368,970	715,786	0.522943	0.173637	0.755152	0.071211
ABG	2012-12-28	173,697	282,644	0.614117	0.147823	0.834445	0.017732
ABG	2013-01-04	420,997	949,382	0.488801	0.238542	0.677779	0.08368
ABG	2013-01-11	470,892	865,994	0.587889	0.23401	0.659691	0.1063
ABG	2013-01-18	314,677	588,845	0.526694	0.22059	0.756064	0.023346
ABG	2013-01-25	291,001	503,165	0.589804	0.136972	0.834603	0.028425
ABG	2013-02-01	348,847	719,724	0.50912	0.198215	0.737803	0.063982
ABG	2013-02-08	259,798	477,905	0.559664	0.168281	0.758035	0.073684
ABG	2013-02-15	303,906	578,173	0.578629	0.226347	0.716808	0.056845
ABG	2013-02-22	468,488	971,348	0.489783	0.182062	0.781812	0.036126
ABG	2013-03-01	585,233	1,025,790	0.567854	0.179169	0.780846	0.039985
ABG	2013-03-08	654,937	1,283,508	0.518659	0.240112	0.735227	0.02466
ABG	2013-03-15	1,028,636	1,798,781	0.622174	0.267361	0.715456	0.017183
ABG	2013-03-22	327,056	613,177	0.506568	0.170132	0.801891	0.027977
ABG	2013-03-29	253,905	559,912	0.501913	0.177197	0.740654	0.082149
ABG	2013-04-05	657,222	1,211,797	0.594937	0.440334	0.53413	0.025536
ABG	2013-04-12	424,854	670,952	0.666373	0.405757	0.544671	0.049572
ABG	2013-04-19	822,290	1,575,802	0.620501	0.400568	0.5849	0.014532
ABG	2013-04-26	851,476	1,615,320	0.566595	0.422403	0.52103	0.056567
ABG	2013-05-03	525,520	1,001,341	0.552258	0.426554	0.530546	0.042899
ABG	2013-05-10	358,259	614,677	0.571489	0.382844	0.606089	0.011066
ABG	2013-05-17	459,499	851,223	0.526139	0.354182	0.618249	0.027569
ABG	2013-05-24	400,986	698,182	0.525297	0.435719	0.54767	0.016611
ABG	2013-05-31	312,144	580,170	0.494351	0.364438	0.608754	0.026809
ABG	2013-06-07	682,991	1,297,441	0.47297	0.366527	0.606452	0.027021
ABG	2013-06-14	362,304	728,044	0.45776	0.485777	0.489433	0.024791
ABG	2013-06-21	477,829	932,513	0.499119	0.38711	0.574938	0.037951
ABG	2013-06-28	521,105	1,052,946	0.532998	0.317849	0.578269	0.103882
ABG	2013-07-05	246,533	489,529	0.573068	0.453874	0.512706	0.03342
ABG	2013-07-12	398,496	714,824	0.582476	0.449704	0.530892	0.019403
ABG	2013-07-19	458,333	802,191	0.619136	0.468103	0.510708	0.021189
ABG	2013-07-26	1,080,545	2,227,149	0.513812	0.466106	0.520048	0.013846
ABG	2013-08-02	705,682	1,246,405	0.604442	0.535814	0.449466	0.01472
ABG	2013-08-09	415,128	859,700	0.509338	0.530161	0.457616	0.012223
ABG	2013-08-16	679,986	1,384,745	0.473446	0.280361	0.706578	0.013061
ABG	2013-08-23	429,400	809,286	0.55894	0.350846	0.546381	0.102773
ABG	2013-08-30	327,043	616,341	0.578838	0.318869	0.672665	0.008466
ABG	2013-09-06	501,845	930,024	0.521817	0.382919	0.600802	0.016279
ABG	2013-09-13	320,072	732,676	0.43489	0.336394	0.65718	0.006426
ABG	2013-09-20	442,451	915,398	0.43991	0.361635	0.628046	0.010319
ABG	2013-09-27	347,338	960,526	0.405043	0.314746	0.675301	0.009953
ABG	2013-10-04	620,255	1,526,138	0.496518	0.436403	0.555102	0.008494
ABG	2013-10-11	758,739	1,618,900	0.481814	0.45219	0.536378	0.011432
ABG	2013-10-18	696,497	1,242,206	0.616187	0.432406	0.558697	0.008896
ABG	2013-10-25	1,925,244	4,109,836	0.566556	0.556884	0.425189	0.017927
ABG	2013-11-01	850,192	1,465,227	0.623502	0.450686	0.535332	0.013982
ABG	2013-11-08	747,268	1,092,888	0.670137	0.498387	0.490823	0.010791
ABG	2013-11-15	533,702	887,931	0.588528	0.414652	0.570229	0.015119
ABG	2013-11-22	417,853	746,400	0.572383	0.426471	0.552318	0.021211
ABG	2013-11-29	182,511	415,013	0.475785	0.310493	0.677532	0.011975
ABG	2013-12-06	396,335	1,009,559	0.429955	0.415815	0.564292	0.019893
ABG	2013-12-13	380,131	1,088,294	0.422944	0.396538	0.596311	0.00715
ABG	2013-12-20	716,110	1,200,648	0.601103	0.376051	0.611151	0.012798
ABG	2013-12-27	168,241	340,857	0.507882	0.32547	0.658128	0.016402
ABG	2014-01-03	340,849	597,430	0.587973	0.463168	0.526541	0.010291
ABG	2014-01-10	303,159	634,133	0.564944	0.376331	0.611221	0.012448
ABG	2014-01-17	625,505	1,820,365	0.509352	0.423201	0.561096	0.015703
ABG	2014-01-24	393,580	1,047,832	0.529874	0.49921	0.484077	0.016713
ABG	2014-01-31	722,063	1,692,052	0.491885	0.451267	0.532392	0.016341
ABG	2014-02-07	728,380	1,687,494	0.416228	0.392753	0.592093	0.015154
ABG	2014-02-14	528,505	978,454	0.529539	0.469749	0.513838	0.016412
ABG	2014-02-21	300,706	584,417	0.503516	0.379529	0.610551	0.009919
ABG	2014-02-28	407,261	1,039,965	0.432499	0.394227	0.529583	0.07619
ABG	2014-03-07	624,816	1,369,306	0.53367	0.4578	0.465558	0.076642
ABG	2014-03-14	371,955	945,855	0.433671	0.383949	0.588539	0.027511
ABG	2014-03-21	373,993	748,186	0.549413	0.349391	0.637631	0.012978
ABG	2014-03-28	1,059,761	1,950,096	0.687889	0.436865	0.54862	0.014515
ABG	2014-04-04	576,524	1,366,044	0.584446	0.410586	0.553691	0.035723
ABG	2014-04-11	490,789	1,074,445	0.601458	0.317514	0.654071	0.028415
ABG	2014-04-18	294,024	666,738	0.489906	0.347007	0.635827	0.017166
ABG	2014-04-25	608,420	1,355,215	0.564231	0.342626	0.59523	0.062144
ABG	2014-05-02	610,549	1,362,243	0.533276	0.443921	0.539386	0.016693
ABG	2014-05-09	644,215	1,029,525	0.631761	0.348116	0.581986	0.069898
ABG	2014-05-16	857,609	1,713,021	0.501305	0.390543	0.539717	0.06974
ABG	2014-05-23	572,536	958,452	0.602198	0.378129	0.585289	0.036583
ABG	2014-05-30	307,664	578,267	0.611362	0.339039	0.62865	0.032311
ABG	2014-06-06	458,640	948,599	0.540307	0.395337	0.576603	0.02806
ABG	2014-06-13	382,194	950,754	0.455463	0.468238	0.513484	0.018278
ABG	2014-06-20	588,703	1,323,930	0.468118	0.40928	0.567939	0.022781

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