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
ACIW	2018-07-13	326,316	599,147	0.600206	0.530978	0.438975	0.030047
ACIW	2018-07-20	384,684	777,763	0.59132	0.598848	0.375546	0.025606
ACIW	2018-07-27	505,459	1,165,837	0.506832	0.594575	0.381308	0.024117
ACIW	2018-08-03	1,086,887	1,907,427	0.654151	0.605454	0.365938	0.028608
ACIW	2018-08-10	704,842	1,447,390	0.639358	0.602028	0.378584	0.019387
ACIW	2018-08-17	463,931	1,216,296	0.531054	0.53781	0.438864	0.023326
ACIW	2018-08-24	383,254	708,272	0.633864	0.597691	0.376617	0.025692
ACIW	2018-08-31	403,501	652,995	0.616589	0.578328	0.405313	0.016359
ACIW	2018-09-07	362,463	608,115	0.593827	0.59438	0.383533	0.022087
ACIW	2018-09-14	436,412	726,768	0.636526	0.573338	0.402864	0.023798
ACIW	2018-09-21	546,278	958,059	0.6644	0.604201	0.376956	0.018843
ACIW	2018-09-28	453,947	745,292	0.70327	0.591309	0.370232	0.038459
ACIW	2018-10-05	690,699	973,795	0.720484	0.646107	0.335386	0.018507
ACIW	2018-10-12	1,121,957	1,848,390	0.740279	0.577097	0.394111	0.028793
ACIW	2018-10-19	639,893	847,649	0.734112	0.581714	0.396539	0.021747
ACIW	2018-10-26	784,530	1,287,410	0.587764	0.650599	0.328478	0.020923
ACIW	2018-11-02	683,172	1,355,295	0.581788	0.56065	0.418424	0.020926
ACIW	2018-11-09	1,505,937	3,603,439	0.5047	0.573578	0.328613	0.097809
ACIW	2018-11-16	542,592	1,624,751	0.402985	0.453208	0.414942	0.13185
ACIW	2018-11-23	663,836	1,380,321	0.559699	0.606578	0.357974	0.035448
ACIW	2018-11-30	650,753	1,569,049	0.45901	0.551452	0.395833	0.052715
ACIW	2018-12-07	503,985	1,129,309	0.523727	0.559105	0.394707	0.046188
ACIW	2018-12-14	479,070	1,240,789	0.475889	0.517862	0.443649	0.038489
ACIW	2018-12-21	1,082,469	1,856,663	0.613116	0.576243	0.392496	0.03126
ACIW	2018-12-28	554,886	1,092,367	0.550375	0.528649	0.414144	0.057207
ACIW	2019-01-04	672,585	1,191,867	0.59529	0.527583	0.408692	0.063725
ACIW	2019-01-11	563,061	1,109,748	0.501633	0.519344	0.446429	0.034227
ACIW	2019-01-18	546,047	1,673,679	0.466478	0.518315	0.424929	0.056756
ACIW	2019-01-25	537,414	1,528,396	0.491898	0.618929	0.349744	0.031326
ACIW	2019-02-01	664,545	1,785,338	0.433179	0.603389	0.36139	0.035221
ACIW	2019-02-08	369,123	1,482,196	0.385713	0.609148	0.33851	0.052342
ACIW	2019-02-15	424,785	1,667,085	0.315525	0.505771	0.413531	0.080697
ACIW	2019-02-22	414,368	1,015,051	0.449133	0.634767	0.248693	0.11654
ACIW	2019-03-01	884,685	2,434,022	0.395879	0.546439	0.370702	0.082859
ACIW	2019-03-08	1,334,515	2,399,018	0.621094	0.646669	0.310364	0.042968
ACIW	2019-03-15	779,822	1,549,510	0.571017	0.660962	0.304799	0.034239
ACIW	2019-03-22	572,526	1,433,532	0.455181	0.583212	0.360555	0.056233
ACIW	2019-03-29	666,656	1,428,344	0.514582	0.546996	0.39606	0.056944
ACIW	2019-04-05	683,746	1,409,565	0.650442	0.637295	0.319035	0.04367
ACIW	2019-04-12	686,174	1,202,851	0.657864	0.522914	0.391755	0.085331
ACIW	2019-04-19	518,021	845,225	0.63221	0.650854	0.285988	0.063159
ACIW	2019-04-26	528,353	1,281,653	0.484752	0.545057	0.350371	0.104572
ACIW	2019-05-03	528,495	909,852	0.625089	0.58586	0.315518	0.098622
ACIW	2019-05-10	1,231,654	1,905,495	0.562046	0.611306	0.244983	0.143711
ACIW	2019-05-17	1,070,080	2,113,172	0.537493	0.510141	0.34291	0.146949
ACIW	2019-05-24	898,122	1,420,903	0.665559	0.550429	0.324821	0.12475
ACIW	2019-05-31	906,366	1,383,148	0.718956	0.534843	0.331521	0.133636
ACIW	2019-06-07	1,017,931	1,467,289	0.741087	0.525449	0.323127	0.151423
ACIW	2019-06-14	869,141	1,517,659	0.646798	0.500221	0.335571	0.164208
ACIW	2019-06-21	734,364	1,478,340	0.584714	0.45179	0.358086	0.190124
ACIW	2019-06-28	1,172,213	1,809,078	0.662203	0.583952	0.297934	0.118114
ACIW	2019-07-05	479,505	901,353	0.663636	0.527566	0.339298	0.133136
ACIW	2019-07-12	624,802	1,367,859	0.556282	0.606193	0.297137	0.096671
ACIW	2019-07-19	566,929	935,921	0.586288	0.617292	0.265633	0.117075
ACIW	2019-07-26	728,084	1,459,055	0.441535	0.64751	0.233261	0.119229
ACIW	2019-08-02	929,533	1,537,217	0.568175	0.583616	0.312046	0.104338
ACIW	2019-08-09	1,496,873	2,185,769	0.718959	0.610371	0.318501	0.071128
ACIW	2019-08-16	1,611,302	2,316,453	0.749597	0.574647	0.339439	0.085914
ACIW	2019-08-23	1,247,803	1,931,455	0.71635	0.579033	0.34746	0.073507
ACIW	2019-08-30	1,245,737	1,823,730	0.737906	0.599143	0.303773	0.097084
ACIW	2019-09-06	1,228,707	1,936,058	0.656382	0.552549	0.259562	0.187889
ACIW	2019-09-13	1,800,009	3,129,577	0.591064	0.55833	0.281034	0.160637
ACIW	2019-09-20	945,384	1,707,963	0.618267	0.584972	0.285208	0.12982
ACIW	2019-09-27	809,431	1,271,607	0.678902	0.570287	0.324742	0.10497
ACIW	2019-10-04	747,749	1,112,800	0.720152	0.568465	0.357719	0.073817
ACIW	2019-10-11	831,820	1,534,934	0.653917	0.59315	0.339965	0.066884
ACIW	2019-10-18	591,710	997,055	0.643375	0.538275	0.316571	0.145154
ACIW	2019-10-25	405,407	785,345	0.575233	0.580826	0.273883	0.145291
ACIW	2019-11-01	555,248	917,061	0.643193	0.633073	0.234151	0.132777
ACIW	2019-11-08	647,111	1,401,628	0.609183	0.552248	0.355467	0.092285
ACIW	2019-11-15	572,807	1,005,440	0.61663	0.638156	0.277804	0.084041
ACIW	2019-11-22	1,154,151	2,625,058	0.606135	0.555047	0.325545	0.119408
ACIW	2019-11-29	557,862	1,289,220	0.541934	0.551378	0.333935	0.114687
ACIW	2019-12-06	655,862	1,413,642	0.576087	0.556217	0.350994	0.092789
ACIW	2019-12-13	591,839	1,308,561	0.546773	0.561393	0.310187	0.12842
ACIW	2019-12-20	654,088	1,360,520	0.597993	0.482689	0.301329	0.215982
ACIW	2019-12-27	277,879	485,116	0.699901	0.53889	0.346556	0.114554
ACIW	2020-01-03	497,286	1,185,684	0.500012	0.559523	0.337294	0.103183
ACIW	2020-01-10	396,428	906,242	0.522481	0.482951	0.414851	0.102198
ACIW	2020-01-17	1,064,182	2,988,770	0.457425	0.513975	0.320742	0.165283
ACIW	2020-01-24	544,661	1,857,404	0.438032	0.548617	0.382466	0.068916
ACIW	2020-01-31	463,221	1,014,951	0.515329	0.356213	0.414098	0.229689
ACIW	2020-02-07	358,133	830,897	0.532043	0.546146	0.359565	0.094289
ACIW	2020-02-14	339,140	832,196	0.507304	0.482536	0.398057	0.119407
ACIW	2020-02-21	626,045	1,443,862	0.537797	0.542341	0.371746	0.085913
ACIW	2020-02-28	965,735	1,969,335	0.561051	0.460933	0.417613	0.121453
ACIW	2020-03-06	2,235,983	3,423,823	0.690293	0.432204	0.439387	0.128408
ACIW	2020-03-13	1,571,772	3,311,705	0.573796	0.45892	0.39806	0.14302
ACIW	2020-03-20	1,800,378	3,819,282	0.530363	0.444022	0.448946	0.107032
ACIW	2020-03-27	1,542,909	3,867,289	0.4774	0.394893	0.526421	0.078687
ACIW	2020-04-03	870,958	2,533,088	0.401929	0.44014	0.446404	0.113457
ACIW	2020-04-10	645,755	1,835,194	0.427302	0.385165	0.458458	0.156377
ACIW	2020-04-17	1,003,372	2,621,937	0.446854	0.45327	0.449878	0.096852
ACIW	2020-04-24	876,271	1,920,735	0.579371	0.430171	0.39221	0.177618
ACIW	2020-05-01	744,003	1,918,728	0.515131	0.357482	0.454327	0.188191
ACIW	2020-05-08	1,014,162	1,872,352	0.52146	0.402637	0.508069	0.089294
ACIW	2020-05-15	1,253,432	2,702,050	0.562529	0.429146	0.481794	0.089059
ACIW	2020-05-22	911,245	1,741,755	0.575821	0.382845	0.526303	0.090852
ACIW	2020-05-29	648,299	1,173,438	0.541091	0.349991	0.561463	0.088546
ACIW	2020-06-05	531,933	1,087,275	0.610662	0.441711	0.437446	0.120843

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