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
ACGL	2015-02-13	701,185	1,639,680	0.440836	0.607743	0.3595	0.032756
ACGL	2015-02-20	204,578	595,955	0.354981	0.526214	0.437968	0.035818
ACGL	2015-02-27	458,347	1,097,613	0.375959	0.583937	0.374941	0.041121
ACGL	2015-03-06	578,559	1,467,118	0.389432	0.416291	0.427879	0.155831
ACGL	2015-03-13	750,767	1,475,494	0.487243	0.478386	0.380527	0.141087
ACGL	2015-03-20	451,610	1,107,834	0.492312	0.634693	0.318062	0.047245
ACGL	2015-03-27	379,723	700,818	0.541	0.462138	0.495313	0.042549
ACGL	2015-04-03	652,912	1,198,191	0.561799	0.465939	0.50932	0.024741
ACGL	2015-04-10	521,002	973,327	0.550799	0.465509	0.503732	0.030759
ACGL	2015-04-17	521,587	980,023	0.518499	0.504795	0.457076	0.038129
ACGL	2015-04-24	599,129	1,310,153	0.396922	0.425241	0.517409	0.057351
ACGL	2015-05-01	1,144,325	1,803,770	0.559228	0.399658	0.544027	0.056314
ACGL	2015-05-08	763,591	1,313,981	0.611105	0.40135	0.571601	0.027049
ACGL	2015-05-15	1,163,696	1,632,132	0.690473	0.552978	0.423565	0.023457
ACGL	2015-05-22	1,126,728	1,834,062	0.587414	0.480976	0.490155	0.028869
ACGL	2015-05-29	766,463	1,189,757	0.604816	0.533711	0.437284	0.029005
ACGL	2015-06-05	772,610	1,087,938	0.670773	0.490664	0.478529	0.030808
ACGL	2015-06-12	824,478	1,205,409	0.646731	0.418953	0.515846	0.065201
ACGL	2015-06-19	762,591	1,224,004	0.593149	0.419526	0.55584	0.024635
ACGL	2015-06-26	587,328	930,990	0.569355	0.457431	0.509781	0.032788
ACGL	2015-07-03	1,060,914	1,466,562	0.739115	0.616735	0.352264	0.031001
ACGL	2015-07-10	1,042,042	1,335,895	0.74522	0.630229	0.34169	0.02808
ACGL	2015-07-17	652,674	1,314,411	0.464504	0.619576	0.337605	0.042819
ACGL	2015-07-24	557,093	873,120	0.635198	0.620839	0.35046	0.028702
ACGL	2015-07-31	810,468	1,268,352	0.651663	0.552333	0.40263	0.045037
ACGL	2015-08-07	443,164	773,917	0.542094	0.53318	0.434417	0.032403
ACGL	2015-08-14	492,843	829,438	0.646918	0.503213	0.444306	0.052481
ACGL	2015-08-21	421,662	834,234	0.556801	0.443451	0.469222	0.087327
ACGL	2015-08-28	781,114	1,540,992	0.514296	0.4371	0.487105	0.075795
ACGL	2015-09-04	778,589	1,201,736	0.638307	0.447761	0.49481	0.057429
ACGL	2015-09-11	437,425	859,280	0.516215	0.574256	0.36909	0.056653
ACGL	2015-09-18	489,066	820,498	0.60617	0.503138	0.44803	0.048832
ACGL	2015-09-25	865,408	1,347,443	0.610391	0.505263	0.452459	0.042278
ACGL	2015-10-02	1,202,427	1,671,669	0.702851	0.538053	0.42076	0.041187
ACGL	2015-10-09	751,090	1,255,900	0.562186	0.564745	0.404065	0.031189
ACGL	2015-10-16	436,294	942,431	0.558293	0.542038	0.423422	0.034541
ACGL	2015-10-23	440,056	820,522	0.557756	0.663493	0.300246	0.036261
ACGL	2015-10-30	597,474	1,435,392	0.506436	0.622935	0.331482	0.045584
ACGL	2015-11-06	584,651	1,301,398	0.481262	0.649833	0.267705	0.082462
ACGL	2015-11-13	498,117	983,024	0.519869	0.620523	0.282064	0.097413
ACGL	2015-11-20	364,892	1,018,827	0.465134	0.598072	0.346641	0.055286
ACGL	2015-11-27	218,176	748,580	0.322422	0.550387	0.409111	0.040503
ACGL	2015-12-04	540,683	1,099,271	0.51536	0.679422	0.275819	0.044759
ACGL	2015-12-11	445,088	1,083,996	0.444563	0.588638	0.348318	0.063044
ACGL	2015-12-18	516,512	1,083,476	0.486304	0.619685	0.333243	0.047072
ACGL	2015-12-25	221,090	456,690	0.519629	0.620874	0.323578	0.055547
ACGL	2016-01-01	180,316	430,184	0.459537	0.583004	0.35773	0.059266
ACGL	2016-01-08	724,402	1,493,558	0.575249	0.681938	0.219172	0.098889
ACGL	2016-01-15	537,228	1,376,793	0.456606	0.632957	0.335298	0.031745
ACGL	2016-01-22	873,034	1,857,827	0.482939	0.58737	0.280858	0.131772
ACGL	2016-01-29	629,985	1,589,857	0.453972	0.599487	0.345527	0.054985
ACGL	2016-02-05	590,540	1,438,822	0.463732	0.566712	0.379712	0.053576
ACGL	2016-02-12	753,620	1,258,666	0.582392	0.61974	0.345145	0.035115
ACGL	2016-02-19	525,689	1,082,665	0.556607	0.64914	0.305331	0.04553
ACGL	2016-02-26	502,063	1,014,331	0.554905	0.693216	0.282245	0.024539
ACGL	2016-03-04	527,993	941,812	0.560723	0.692459	0.257509	0.050032
ACGL	2016-03-11	364,682	609,191	0.597626	0.645896	0.302073	0.052031
ACGL	2016-03-18	423,394	726,753	0.603599	0.573589	0.316718	0.109693
ACGL	2016-03-25	344,835	573,538	0.616089	0.597245	0.293255	0.1095
ACGL	2016-04-01	383,395	719,830	0.537391	0.561275	0.27281	0.165915
ACGL	2016-04-08	571,655	1,072,824	0.584842	0.633777	0.21458	0.151643
ACGL	2016-04-15	535,205	1,117,410	0.540097	0.556091	0.330991	0.112918
ACGL	2016-04-22	430,749	812,188	0.583474	0.624248	0.336632	0.03912
ACGL	2016-04-29	531,524	1,067,953	0.56993	0.65317	0.30097	0.04586
ACGL	2016-05-06	360,705	925,872	0.473185	0.624968	0.336893	0.038139
ACGL	2016-05-13	498,860	1,274,850	0.475188	0.619761	0.344022	0.036217
ACGL	2016-05-20	337,726	822,058	0.446491	0.548887	0.38052	0.070593
ACGL	2016-05-27	237,096	588,815	0.434904	0.612859	0.320689	0.066452
ACGL	2016-06-03	321,929	584,970	0.56047	0.565737	0.318547	0.115716
ACGL	2016-06-10	252,649	464,411	0.57112	0.675657	0.283452	0.040891
ACGL	2016-06-17	369,468	715,628	0.542714	0.591201	0.279602	0.129197
ACGL	2016-06-24	212,504	385,620	0.523805	0.669295	0.308948	0.021756
ACGL	2016-07-01	409,161	974,378	0.443772	0.603493	0.325205	0.071302
ACGL	2016-07-08	214,921	527,211	0.453493	0.686795	0.275844	0.037361
ACGL	2016-07-15	299,132	920,621	0.387396	0.587395	0.376878	0.035726
ACGL	2016-07-22	186,078	545,040	0.333035	0.598277	0.365842	0.03588
ACGL	2016-07-29	459,234	1,116,706	0.442448	0.623483	0.341871	0.034645
ACGL	2016-08-05	535,831	966,391	0.563775	0.675373	0.241888	0.082739
ACGL	2016-08-12	319,666	566,712	0.558465	0.675275	0.257134	0.067591
ACGL	2016-08-19	1,188,715	1,994,293	0.578213	0.639259	0.292049	0.068692
ACGL	2016-08-26	265,754	572,954	0.480783	0.549893	0.389458	0.06065
ACGL	2016-09-02	460,213	1,119,391	0.47011	0.666171	0.287558	0.046271
ACGL	2016-09-09	281,853	704,455	0.431854	0.565467	0.365466	0.069067
ACGL	2016-09-16	479,513	987,312	0.493168	0.667398	0.281422	0.05118
ACGL	2016-09-23	316,797	814,993	0.451747	0.607007	0.32042	0.072572
ACGL	2016-09-30	442,986	1,073,377	0.471776	0.688448	0.274008	0.037544
ACGL	2016-10-07	515,454	1,183,864	0.474586	0.61938	0.314104	0.066517
ACGL	2016-10-14	504,750	781,402	0.606198	0.681011	0.260211	0.058778
ACGL	2016-10-21	423,349	823,636	0.552384	0.625388	0.315956	0.058655
ACGL	2016-10-28	715,101	1,118,265	0.652685	0.711526	0.240967	0.047507
ACGL	2016-11-04	542,361	951,687	0.569423	0.726598	0.23736	0.036043
ACGL	2016-11-11	423,756	782,259	0.554889	0.726815	0.232772	0.040413
ACGL	2016-11-18	309,824	894,957	0.396322	0.666527	0.239043	0.09443
ACGL	2016-11-25	201,397	448,778	0.454587	0.756724	0.207106	0.03617
ACGL	2016-12-02	445,464	963,245	0.439239	0.652075	0.211099	0.136826
ACGL	2016-12-09	556,973	1,284,446	0.505143	0.722649	0.217797	0.059553
ACGL	2016-12-16	427,472	881,847	0.541213	0.620948	0.323587	0.055465
ACGL	2016-12-23	207,462	637,422	0.436233	0.622613	0.309928	0.067459
ACGL	2016-12-30	164,206	575,418	0.408281	0.65774	0.30248	0.039781
ACGL	2017-01-06	339,517	802,919	0.482232	0.636073	0.329868	0.034059

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