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
ABG	2014-10-31	619,920	1,480,000	0.451825	0.394112	0.554137	0.051751
ABG	2014-11-07	768,311	1,270,626	0.643016	0.492332	0.490526	0.017142
ABG	2014-11-14	493,105	898,906	0.597107	0.468389	0.509954	0.021657
ABG	2014-11-21	424,609	735,467	0.579499	0.456773	0.530489	0.012738
ABG	2014-11-28	375,164	669,521	0.572237	0.350258	0.639209	0.010533
ABG	2014-12-05	528,631	1,096,690	0.565485	0.37046	0.613904	0.015636
ABG	2014-12-12	535,022	1,353,884	0.496312	0.384097	0.60148	0.014423
ABG	2014-12-19	840,102	2,138,588	0.439681	0.323788	0.661469	0.014743
ABG	2014-12-26	471,485	1,619,699	0.334015	0.325532	0.572093	0.102376
ABG	2015-01-02	294,556	949,216	0.351808	0.397758	0.592724	0.009517
ABG	2015-01-09	536,851	1,259,038	0.422419	0.3483	0.638596	0.013104
ABG	2015-01-16	631,826	1,511,359	0.450339	0.357575	0.584351	0.058074
ABG	2015-01-23	327,478	753,910	0.520793	0.422514	0.566598	0.010888
ABG	2015-01-30	805,290	1,603,853	0.547663	0.402613	0.534123	0.063263
ABG	2015-02-06	877,143	1,758,635	0.489149	0.50851	0.477167	0.014323
ABG	2015-02-13	544,914	1,056,331	0.536847	0.463128	0.517466	0.019406
ABG	2015-02-20	271,366	617,177	0.512093	0.453266	0.533947	0.012787
ABG	2015-02-27	397,701	727,992	0.510382	0.462614	0.528593	0.008792
ABG	2015-03-06	772,489	1,337,540	0.592596	0.532887	0.365816	0.101297
ABG	2015-03-13	524,059	936,195	0.598163	0.412116	0.48274	0.105145
ABG	2015-03-20	559,341	1,038,340	0.671353	0.4439	0.548045	0.008056
ABG	2015-03-27	670,595	1,012,212	0.690121	0.471633	0.514847	0.01352
ABG	2015-04-03	434,565	1,007,609	0.492988	0.429645	0.555956	0.014399
ABG	2015-04-10	502,745	732,024	0.704374	0.499548	0.483576	0.016876
ABG	2015-04-17	520,729	766,732	0.739719	0.520378	0.465417	0.014205
ABG	2015-04-24	667,299	1,132,692	0.595858	0.448989	0.505092	0.04592
ABG	2015-05-01	683,308	1,238,891	0.680606	0.465841	0.487498	0.046662
ABG	2015-05-08	581,049	1,185,014	0.599881	0.513345	0.473544	0.013111
ABG	2015-05-15	386,575	721,344	0.616261	0.488738	0.502217	0.009045
ABG	2015-05-22	336,499	529,880	0.645019	0.526085	0.454631	0.019284
ABG	2015-05-29	407,476	606,268	0.709187	0.461627	0.475168	0.063205
ABG	2015-06-05	416,118	830,654	0.586936	0.423983	0.519302	0.056715
ABG	2015-06-12	367,337	711,883	0.515564	0.543745	0.408715	0.047539
ABG	2015-06-19	418,151	996,678	0.442996	0.49924	0.488821	0.011939
ABG	2015-06-26	548,086	1,332,426	0.545203	0.493623	0.489521	0.016856
ABG	2015-07-03	270,549	679,321	0.41623	0.509811	0.480765	0.009424
ABG	2015-07-10	404,854	742,836	0.594655	0.488535	0.497916	0.01355
ABG	2015-07-17	473,751	1,142,911	0.514806	0.505822	0.485634	0.008543
ABG	2015-07-24	1,238,501	2,394,292	0.503634	0.452328	0.533846	0.013826
ABG	2015-07-31	605,517	1,194,833	0.544058	0.482396	0.499459	0.018145
ABG	2015-08-07	593,865	1,535,428	0.452973	0.506874	0.474683	0.018443
ABG	2015-08-14	619,757	1,093,636	0.58927	0.585507	0.392053	0.02244
ABG	2015-08-21	668,246	1,177,783	0.573317	0.301301	0.659625	0.039074
ABG	2015-08-28	577,353	1,288,471	0.524366	0.467395	0.498475	0.03413
ABG	2015-09-04	550,138	860,846	0.662813	0.491288	0.473088	0.035624
ABG	2015-09-11	449,947	637,924	0.715729	0.492014	0.491805	0.016181
ABG	2015-09-18	483,893	832,914	0.633222	0.523909	0.464201	0.01189
ABG	2015-09-25	494,408	758,268	0.644479	0.476285	0.488096	0.035619
ABG	2015-10-02	762,037	1,395,532	0.584195	0.549093	0.426406	0.024501
ABG	2015-10-09	412,966	724,709	0.60775	0.545698	0.43912	0.015182
ABG	2015-10-16	572,698	1,046,506	0.624352	0.448386	0.53609	0.015524
ABG	2015-10-23	1,199,002	3,313,337	0.45911	0.501728	0.486595	0.011677
ABG	2015-10-30	687,763	1,392,270	0.562659	0.47588	0.503228	0.020892
ABG	2015-11-06	618,584	1,297,497	0.529986	0.500337	0.461096	0.038566
ABG	2015-11-13	769,521	1,987,238	0.52409	0.515349	0.405133	0.079518
ABG	2015-11-20	659,611	2,338,852	0.330913	0.461397	0.509139	0.029464
ABG	2015-11-27	311,879	848,589	0.430617	0.465997	0.486246	0.047757
ABG	2015-12-04	446,398	821,625	0.572747	0.538883	0.441891	0.019226
ABG	2015-12-11	392,133	1,118,715	0.511364	0.537286	0.440679	0.022036
ABG	2015-12-18	711,737	1,340,221	0.564565	0.462694	0.512249	0.025056
ABG	2015-12-25	369,263	929,350	0.475209	0.539705	0.441497	0.018798
ABG	2016-01-01	355,494	822,046	0.570055	0.43511	0.524117	0.040773
ABG	2016-01-08	794,501	2,232,951	0.462095	0.511557	0.417708	0.070735
ABG	2016-01-15	785,425	2,044,827	0.409411	0.401782	0.567607	0.030611
ABG	2016-01-22	708,534	1,332,545	0.538713	0.420237	0.491242	0.088521
ABG	2016-01-29	2,994,214	5,428,855	0.537044	0.326364	0.655798	0.017838
ABG	2016-02-05	1,590,837	2,713,176	0.605414	0.418339	0.554067	0.027594
ABG	2016-02-12	1,491,054	2,741,986	0.584139	0.409452	0.565059	0.025489
ABG	2016-02-19	560,579	1,015,542	0.588249	0.403077	0.567372	0.029551
ABG	2016-02-26	1,135,676	2,173,182	0.518071	0.423901	0.537771	0.038328
ABG	2016-03-04	1,271,754	2,314,461	0.557538	0.358926	0.611403	0.029671
ABG	2016-03-11	880,385	1,635,938	0.554149	0.379422	0.591615	0.028963
ABG	2016-03-18	1,148,433	1,849,875	0.649619	0.36739	0.572649	0.059961
ABG	2016-03-25	816,902	1,137,195	0.716359	0.344597	0.576744	0.078658
ABG	2016-04-01	1,172,943	1,688,479	0.688881	0.36779	0.55657	0.07564
ABG	2016-04-08	1,505,514	1,988,473	0.778462	0.418336	0.497739	0.083925
ABG	2016-04-15	928,152	1,480,478	0.658157	0.37926	0.57215	0.04859
ABG	2016-04-22	781,236	1,220,983	0.630379	0.428793	0.540819	0.030388
ABG	2016-04-29	772,070	1,607,304	0.541458	0.456782	0.509373	0.033845
ABG	2016-05-06	554,323	1,063,978	0.643845	0.365531	0.601057	0.033412
ABG	2016-05-13	522,429	947,095	0.523622	0.334418	0.646124	0.019458
ABG	2016-05-20	563,988	993,671	0.584165	0.358906	0.617882	0.023212
ABG	2016-05-27	359,435	626,617	0.596716	0.387332	0.591812	0.020856
ABG	2016-06-03	467,997	887,907	0.63339	0.484187	0.433743	0.082069
ABG	2016-06-10	710,311	1,050,074	0.682161	0.483523	0.47745	0.039027
ABG	2016-06-17	808,235	1,298,490	0.688094	0.397308	0.49314	0.109552
ABG	2016-06-24	656,676	1,052,924	0.661908	0.440238	0.542472	0.017289
ABG	2016-07-01	635,166	1,171,158	0.602949	0.436839	0.50844	0.054721
ABG	2016-07-08	376,847	796,773	0.547211	0.362018	0.617715	0.020267
ABG	2016-07-15	370,926	683,425	0.590438	0.350081	0.614114	0.035805
ABG	2016-07-22	507,342	830,487	0.646747	0.409031	0.56626	0.024709
ABG	2016-07-29	560,451	1,058,215	0.626705	0.422459	0.554654	0.022887
ABG	2016-08-05	565,890	1,086,882	0.571877	0.436449	0.477954	0.085597
ABG	2016-08-12	438,977	866,859	0.573499	0.483209	0.424153	0.092637
ABG	2016-08-19	313,330	599,371	0.581301	0.434728	0.513717	0.051555
ABG	2016-08-26	371,665	794,024	0.53756	0.494944	0.462397	0.042659
ABG	2016-09-02	370,703	627,271	0.593069	0.473814	0.490961	0.035225
ABG	2016-09-09	325,522	673,997	0.589622	0.415473	0.533801	0.050725
ABG	2016-09-16	616,102	1,108,975	0.665838	0.435936	0.516874	0.04719
ABG	2016-09-23	296,821	593,843	0.528885	0.375012	0.59557	0.029418

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