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
AAOI	2014-03-21	400,163	1,199,555	0.471455	0.644073	0.295978	0.059949
AAOI	2014-03-28	417,919	1,024,503	0.431538	0.671345	0.297462	0.031193
AAOI	2014-04-04	368,328	910,549	0.431872	0.708891	0.261695	0.029414
AAOI	2014-04-11	404,961	1,039,710	0.446046	0.651368	0.314761	0.03387
AAOI	2014-04-18	213,971	416,943	0.555442	0.752067	0.209121	0.038811
AAOI	2014-04-25	422,356	694,138	0.606322	0.711714	0.260084	0.028202
AAOI	2014-05-02	340,624	520,395	0.652754	0.669283	0.306279	0.024438
AAOI	2014-05-09	464,465	1,446,893	0.442008	0.590935	0.240697	0.168368
AAOI	2014-05-16	312,662	708,541	0.460597	0.580685	0.330328	0.088987
AAOI	2014-05-23	176,632	324,425	0.614479	0.596748	0.358786	0.044466
AAOI	2014-05-30	289,609	502,277	0.613415	0.666841	0.294944	0.038215
AAOI	2014-06-06	245,625	401,907	0.674173	0.667214	0.300125	0.032661
AAOI	2014-06-13	173,661	389,672	0.447709	0.656746	0.328392	0.014862
AAOI	2014-06-20	302,541	666,087	0.5177	0.584528	0.370733	0.044739
AAOI	2014-06-27	272,849	660,893	0.451138	0.63231	0.314823	0.052867
AAOI	2014-07-04	147,048	271,970	0.569274	0.665915	0.204718	0.129367
AAOI	2014-07-11	232,209	568,411	0.447343	0.586735	0.368565	0.0447
AAOI	2014-07-18	322,432	680,463	0.519811	0.515072	0.332213	0.152714
AAOI	2014-07-25	204,465	643,411	0.418107	0.542465	0.383418	0.074117
AAOI	2014-08-01	182,051	532,370	0.425238	0.628745	0.329982	0.041273
AAOI	2014-08-08	216,839	529,213	0.433479	0.623084	0.32089	0.056026
AAOI	2014-08-15	461,334	1,264,118	0.400635	0.593411	0.388718	0.017871
AAOI	2014-08-22	286,506	707,244	0.523218	0.715828	0.267566	0.016606
AAOI	2014-08-29	451,987	1,032,719	0.468121	0.686433	0.283479	0.030087
AAOI	2014-09-05	288,008	665,097	0.48261	0.652245	0.326762	0.020993
AAOI	2014-09-12	349,006	727,866	0.523334	0.690773	0.231669	0.077558
AAOI	2014-09-19	228,538	575,470	0.473125	0.709331	0.25383	0.036839
AAOI	2014-09-26	318,548	559,274	0.650608	0.703156	0.26212	0.034724
AAOI	2014-10-03	504,716	1,085,739	0.634418	0.682059	0.274224	0.043717
AAOI	2014-10-10	319,720	685,968	0.527318	0.664972	0.289468	0.04556
AAOI	2014-10-17	643,934	1,401,575	0.496872	0.652348	0.304067	0.043584
AAOI	2014-10-24	506,395	841,260	0.647783	0.688838	0.269611	0.041551
AAOI	2014-10-31	338,244	783,184	0.485297	0.635652	0.278784	0.085564
AAOI	2014-11-07	397,874	646,729	0.639662	0.731841	0.206424	0.061735
AAOI	2014-11-14	1,465,179	4,002,431	0.422736	0.731811	0.230058	0.03813
AAOI	2014-11-21	552,928	1,279,107	0.542747	0.734103	0.207644	0.058253
AAOI	2014-11-28	651,270	1,411,751	0.514196	0.662161	0.287638	0.050202
AAOI	2014-12-05	761,538	2,024,224	0.434803	0.682758	0.265783	0.051459
AAOI	2014-12-12	373,739	1,209,944	0.320688	0.651307	0.283172	0.065521
AAOI	2014-12-19	279,383	712,833	0.397986	0.65434	0.287731	0.057929
AAOI	2014-12-26	232,967	622,662	0.408133	0.531664	0.283514	0.184822
AAOI	2015-01-02	180,664	548,006	0.462189	0.759332	0.184265	0.056403
AAOI	2015-01-09	267,852	719,333	0.478109	0.703135	0.23558	0.061285
AAOI	2015-01-16	688,434	1,204,614	0.616276	0.695764	0.194398	0.109838
AAOI	2015-01-23	244,640	422,724	0.669481	0.778013	0.169356	0.052631
AAOI	2015-01-30	393,302	590,776	0.679268	0.647811	0.275304	0.076885
AAOI	2015-02-06	229,115	455,555	0.604387	0.670982	0.272392	0.056626
AAOI	2015-02-13	300,237	574,831	0.600012	0.730016	0.222121	0.047864
AAOI	2015-02-20	231,992	387,307	0.645414	0.740571	0.216601	0.042828
AAOI	2015-02-27	710,630	2,136,612	0.494053	0.795228	0.163358	0.041414
AAOI	2015-03-06	673,672	1,509,753	0.593882	0.607669	0.243387	0.148945
AAOI	2015-03-13	398,859	665,285	0.63951	0.612888	0.246189	0.140923
AAOI	2015-03-20	459,721	676,478	0.679015	0.652347	0.312384	0.035269
AAOI	2015-03-27	325,779	590,726	0.608372	0.759408	0.2028	0.037791
AAOI	2015-04-03	220,946	435,521	0.577665	0.704364	0.254297	0.041339
AAOI	2015-04-10	285,041	662,889	0.450091	0.697316	0.26813	0.034554
AAOI	2015-04-17	421,752	1,176,666	0.463965	0.783853	0.186448	0.029698
AAOI	2015-04-24	230,565	527,954	0.527656	0.641048	0.283277	0.075675
AAOI	2015-05-01	489,194	1,108,135	0.539405	0.690168	0.227537	0.082295
AAOI	2015-05-08	372,458	861,268	0.453417	0.646532	0.332809	0.020659
AAOI	2015-05-15	296,057	424,763	0.730545	0.653577	0.319208	0.027215
AAOI	2015-05-22	459,500	905,158	0.566633	0.683506	0.29942	0.017074
AAOI	2015-05-29	891,384	1,784,111	0.553741	0.78895	0.192259	0.018791
AAOI	2015-06-05	428,629	828,552	0.577312	0.774488	0.193513	0.031999
AAOI	2015-06-12	368,235	621,841	0.648221	0.69132	0.232904	0.075776
AAOI	2015-06-19	496,731	938,394	0.609047	0.728198	0.251408	0.020394
AAOI	2015-06-26	614,688	1,581,409	0.433325	0.746668	0.218745	0.034587
AAOI	2015-07-03	303,971	593,295	0.525304	0.746905	0.221382	0.031713
AAOI	2015-07-10	437,506	669,162	0.697168	0.708037	0.267663	0.0243
AAOI	2015-07-17	1,272,949	2,318,501	0.62383	0.704804	0.272431	0.022765
AAOI	2015-07-24	468,670	770,464	0.595538	0.80135	0.182339	0.016311
AAOI	2015-07-31	482,655	719,355	0.693417	0.788407	0.194751	0.016843
AAOI	2015-08-07	1,176,857	2,135,377	0.670835	0.797821	0.185563	0.016617
AAOI	2015-08-14	801,849	1,764,994	0.455126	0.76796	0.205769	0.026271
AAOI	2015-08-21	643,214	2,699,440	0.422959	0.559064	0.354322	0.086614
AAOI	2015-08-28	648,469	1,567,921	0.491829	0.615509	0.298284	0.086207
AAOI	2015-09-04	357,519	739,302	0.52634	0.636434	0.271096	0.09247
AAOI	2015-09-11	445,827	902,814	0.50106	0.714203	0.251768	0.034029
AAOI	2015-09-18	731,869	1,256,821	0.621235	0.700565	0.2596	0.039835
AAOI	2015-09-25	418,395	801,622	0.581411	0.724303	0.244698	0.031
AAOI	2015-10-02	465,169	933,693	0.504878	0.720657	0.235776	0.043567
AAOI	2015-10-09	317,172	545,637	0.625897	0.760628	0.210024	0.029348
AAOI	2015-10-16	452,889	1,170,661	0.418038	0.699871	0.282569	0.017559
AAOI	2015-10-23	595,647	1,109,840	0.575424	0.806638	0.153647	0.039715
AAOI	2015-10-30	702,404	1,361,074	0.58038	0.816064	0.163133	0.020803
AAOI	2015-11-06	1,393,905	3,244,018	0.472439	0.72485	0.175436	0.099714
AAOI	2015-11-13	1,185,992	1,685,018	0.737913	0.599839	0.312657	0.087504
AAOI	2015-11-20	944,336	1,464,058	0.679092	0.738374	0.21798	0.043646
AAOI	2015-11-27	329,861	559,411	0.640864	0.580363	0.369371	0.050266
AAOI	2015-12-04	449,716	660,798	0.690982	0.60813	0.341371	0.0505
AAOI	2015-12-11	354,595	716,673	0.571683	0.581683	0.380104	0.038213
AAOI	2015-12-18	306,231	720,088	0.494329	0.586731	0.377254	0.036015
AAOI	2015-12-25	167,493	486,526	0.417935	0.645213	0.303416	0.051371
AAOI	2016-01-01	212,766	439,612	0.523817	0.724363	0.224571	0.051066
AAOI	2016-01-08	697,895	969,594	0.727113	0.659901	0.257194	0.082905
AAOI	2016-01-15	535,173	748,397	0.770159	0.674697	0.266448	0.058854
AAOI	2016-01-22	410,086	1,024,278	0.436226	0.638496	0.234397	0.127107
AAOI	2016-01-29	973,491	1,327,642	0.739777	0.696899	0.268397	0.034704
AAOI	2016-02-05	427,738	604,605	0.730044	0.649648	0.317259	0.033093
AAOI	2016-02-12	441,407	949,819	0.527221	0.688232	0.271464	0.040304

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