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
AAON	2013-05-17	49,033	104,939	0.49491	0.681453	0.293465	0.025082
AAON	2013-05-24	136,301	267,977	0.554186	0.764037	0.209819	0.026144
AAON	2013-05-31	79,111	180,766	0.535579	0.66681	0.289752	0.043437
AAON	2013-06-07	150,752	334,201	0.511343	0.54247	0.384098	0.073433
AAON	2013-06-14	74,865	225,640	0.393726	0.613599	0.324605	0.061796
AAON	2013-06-21	70,349	178,419	0.509592	0.508848	0.432778	0.058374
AAON	2013-06-28	86,644	166,949	0.552309	0.511489	0.330775	0.157736
AAON	2013-07-05	65,961	173,687	0.549346	0.673752	0.283431	0.042817
AAON	2013-07-12	157,350	365,452	0.54502	0.666462	0.264478	0.06906
AAON	2013-07-19	279,483	610,325	0.521262	0.695661	0.216036	0.088303
AAON	2013-07-26	70,671	270,205	0.390765	0.489849	0.420593	0.089559
AAON	2013-08-02	210,775	628,039	0.456995	0.646371	0.319758	0.03387
AAON	2013-08-09	222,367	485,082	0.549894	0.609589	0.344293	0.046119
AAON	2013-08-16	126,940	282,970	0.50752	0.6858	0.272496	0.041704
AAON	2013-08-23	98,731	266,795	0.457594	0.635635	0.193066	0.171299
AAON	2013-08-30	98,741	188,398	0.574692	0.705197	0.273671	0.021131
AAON	2013-09-06	98,501	223,055	0.50307	0.715237	0.221762	0.063001
AAON	2013-09-13	119,489	232,570	0.489909	0.793477	0.181613	0.02491
AAON	2013-09-20	104,044	230,667	0.458223	0.801427	0.169055	0.029518
AAON	2013-09-27	66,621	179,412	0.467299	0.804846	0.161396	0.033758
AAON	2013-10-04	125,659	273,515	0.553049	0.746813	0.236228	0.016959
AAON	2013-10-11	72,865	159,305	0.446616	0.625415	0.332628	0.041957
AAON	2013-10-18	75,757	149,593	0.514034	0.712576	0.246446	0.040977
AAON	2013-10-25	62,124	142,241	0.475773	0.549976	0.430194	0.01983
AAON	2013-11-01	84,538	201,010	0.470824	0.701527	0.256135	0.042338
AAON	2013-11-08	139,470	285,839	0.562822	0.660262	0.319655	0.020082
AAON	2013-11-15	130,090	276,663	0.573439	0.693898	0.269141	0.03696
AAON	2013-11-22	178,153	244,520	0.741939	0.689175	0.247886	0.062938
AAON	2013-11-29	116,043	177,115	0.735278	0.617069	0.362842	0.020089
AAON	2013-12-06	140,647	318,385	0.558883	0.626269	0.329101	0.044629
AAON	2013-12-13	120,720	267,147	0.546149	0.641614	0.274841	0.083545
AAON	2013-12-20	109,493	249,536	0.478504	0.663801	0.283155	0.053044
AAON	2013-12-27	123,257	215,266	0.674025	0.701866	0.278934	0.0192
AAON	2014-01-03	100,625	208,920	0.542703	0.70203	0.233376	0.064594
AAON	2014-01-10	167,352	378,255	0.48859	0.655031	0.27859	0.066378
AAON	2014-01-17	110,099	250,414	0.579322	0.727772	0.226447	0.045781
AAON	2014-01-24	131,721	203,577	0.657108	0.757026	0.208974	0.034001
AAON	2014-01-31	172,512	352,644	0.598907	0.64631	0.31329	0.0404
AAON	2014-02-07	150,059	403,012	0.506186	0.542518	0.440587	0.016895
AAON	2014-02-14	105,578	228,211	0.498761	0.569597	0.389323	0.04108
AAON	2014-02-21	114,764	196,469	0.637594	0.740625	0.219273	0.040102
AAON	2014-02-28	136,431	218,989	0.654714	0.594768	0.259875	0.145357
AAON	2014-03-07	187,782	357,526	0.612114	0.767323	0.197556	0.035121
AAON	2014-03-14	122,511	306,742	0.488014	0.647745	0.318905	0.03335
AAON	2014-03-21	192,716	392,763	0.520853	0.635864	0.341357	0.022779
AAON	2014-03-28	105,108	215,493	0.56863	0.629649	0.314885	0.055466
AAON	2014-04-04	151,947	285,708	0.56991	0.64515	0.31564	0.03921
AAON	2014-04-11	112,269	252,120	0.535462	0.617739	0.305727	0.076535
AAON	2014-04-18	82,099	188,855	0.495297	0.650392	0.295403	0.054205
AAON	2014-04-25	201,699	394,911	0.660148	0.613731	0.341187	0.045081
AAON	2014-05-02	132,762	239,488	0.616059	0.657495	0.308645	0.03386
AAON	2014-05-09	264,138	501,773	0.601897	0.551631	0.291072	0.157297
AAON	2014-05-16	124,146	222,744	0.60993	0.536681	0.328945	0.134374
AAON	2014-05-23	93,686	173,464	0.531854	0.589934	0.364193	0.045873
AAON	2014-05-30	81,387	159,791	0.58397	0.670528	0.28996	0.039512
AAON	2014-06-06	146,595	304,382	0.605262	0.732679	0.23261	0.034711
AAON	2014-06-13	119,258	203,797	0.642865	0.693683	0.26273	0.043587
AAON	2014-06-20	127,702	281,258	0.514237	0.70535	0.248987	0.045664
AAON	2014-06-27	65,308	161,982	0.533315	0.65191	0.312085	0.036005
AAON	2014-07-04	89,995	191,378	0.542456	0.659985	0.273122	0.066893
AAON	2014-07-11	91,678	225,129	0.499763	0.63073	0.338982	0.030288
AAON	2014-07-18	144,768	316,647	0.545055	0.593696	0.277475	0.128829
AAON	2014-07-25	172,727	305,731	0.617518	0.66908	0.291494	0.039425
AAON	2014-08-01	157,905	324,811	0.500859	0.70037	0.225217	0.074413
AAON	2014-08-08	351,070	568,274	0.555375	0.735141	0.238498	0.026361
AAON	2014-08-15	130,623	332,074	0.39455	0.647461	0.329877	0.022662
AAON	2014-08-22	94,962	257,867	0.397008	0.666983	0.272873	0.060144
AAON	2014-08-29	93,591	221,535	0.479872	0.54697	0.384488	0.068542
AAON	2014-09-05	220,748	524,407	0.513205	0.478055	0.488309	0.033636
AAON	2014-09-12	171,817	475,924	0.489689	0.363185	0.596792	0.040023
AAON	2014-09-19	180,839	368,851	0.517823	0.375716	0.606049	0.018235
AAON	2014-09-26	144,297	269,117	0.547824	0.598357	0.369831	0.031812
AAON	2014-10-03	261,005	466,655	0.569521	0.708099	0.253186	0.038715
AAON	2014-10-10	143,159	392,149	0.3849	0.688788	0.256729	0.054484
AAON	2014-10-17	178,743	371,552	0.479171	0.662393	0.2965	0.041107
AAON	2014-10-24	152,701	371,079	0.486381	0.585668	0.351314	0.063019
AAON	2014-10-31	93,855	302,329	0.373782	0.561563	0.319415	0.119022
AAON	2014-11-07	224,044	483,242	0.445163	0.735494	0.209648	0.054857
AAON	2014-11-14	122,015	459,094	0.353478	0.594909	0.35087	0.054221
AAON	2014-11-21	183,074	537,984	0.405576	0.391366	0.549156	0.059478
AAON	2014-11-28	76,800	218,364	0.445484	0.694022	0.248279	0.057699
AAON	2014-12-05	155,627	471,962	0.383693	0.71248	0.224195	0.063325
AAON	2014-12-12	166,763	346,371	0.49749	0.621291	0.333044	0.045665
AAON	2014-12-19	209,515	409,802	0.579137	0.538208	0.376295	0.085497
AAON	2014-12-26	54,398	190,144	0.369646	0.635993	0.171305	0.192702
AAON	2015-01-02	107,986	173,616	0.650509	0.745194	0.196099	0.058707
AAON	2015-01-09	127,973	313,095	0.404817	0.66121	0.256135	0.082655
AAON	2015-01-16	176,133	293,408	0.622149	0.701448	0.206886	0.091666
AAON	2015-01-23	100,725	193,229	0.610686	0.676854	0.287749	0.035397
AAON	2015-01-30	132,697	234,440	0.626923	0.57871	0.27603	0.14526
AAON	2015-02-06	242,385	458,876	0.655527	0.681747	0.262416	0.055837
AAON	2015-02-13	138,662	229,090	0.663369	0.612765	0.301772	0.085463
AAON	2015-02-20	76,742	173,790	0.54314	0.612071	0.326213	0.061716
AAON	2015-02-27	184,928	559,854	0.461893	0.559584	0.382569	0.057847
AAON	2015-03-06	188,821	389,695	0.548599	0.565333	0.26353	0.171137
AAON	2015-03-13	84,205	252,436	0.362813	0.574121	0.247786	0.178093
AAON	2015-03-20	293,003	478,207	0.611335	0.595816	0.275293	0.128892
AAON	2015-03-27	150,201	302,314	0.610252	0.604891	0.316521	0.078588
AAON	2015-04-03	183,510	357,983	0.591335	0.697262	0.260331	0.042407
AAON	2015-04-10	83,766	240,903	0.505396	0.655426	0.288098	0.056475

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