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	2019-12-20	583,781	1,335,272	0.49265	0.655113	0.222396	0.122491
AAOI	2019-12-27	543,538	1,308,438	0.430838	0.801834	0.164126	0.03404
AAOI	2020-01-03	580,050	1,463,348	0.474635	0.757529	0.203808	0.038663
AAOI	2020-01-10	1,155,217	2,353,744	0.489808	0.794258	0.180676	0.025065
AAOI	2020-01-17	2,257,370	4,940,624	0.513811	0.681575	0.172096	0.146328
AAOI	2020-01-24	708,119	1,881,074	0.421027	0.72888	0.247456	0.023664
AAOI	2020-01-31	1,230,722	2,886,469	0.479832	0.618357	0.235222	0.146421
AAOI	2020-02-07	1,152,668	2,281,860	0.527859	0.7187	0.238436	0.042864
AAOI	2020-02-14	1,489,157	2,707,345	0.576462	0.625347	0.321612	0.053041
AAOI	2020-02-21	1,136,295	2,509,278	0.546898	0.698055	0.271498	0.030447
AAOI	2020-02-28	1,365,229	2,808,437	0.570794	0.680743	0.283258	0.035999
AAOI	2020-03-06	1,262,778	2,179,395	0.572371	0.634362	0.284183	0.081455
AAOI	2020-03-13	1,726,623	3,361,982	0.47551	0.737602	0.195535	0.066863
AAOI	2020-03-20	1,681,581	3,424,332	0.486072	0.692489	0.259026	0.048485
AAOI	2020-03-27	1,992,311	3,169,683	0.643204	0.608097	0.352105	0.039798
AAOI	2020-04-03	1,200,772	1,806,274	0.692198	0.662224	0.295546	0.04223
AAOI	2020-04-10	979,162	1,742,475	0.585219	0.686536	0.282091	0.031372
AAOI	2020-04-17	1,179,663	1,916,169	0.626945	0.665107	0.297226	0.037667
AAOI	2020-04-24	1,288,420	2,190,165	0.628437	0.528458	0.36208	0.109462
AAOI	2020-05-01	1,454,368	2,332,594	0.584727	0.595046	0.305703	0.09925
AAOI	2020-05-08	2,178,879	3,779,135	0.664258	0.631963	0.317344	0.050693
AAOI	2020-05-15	1,382,778	2,433,290	0.636209	0.636469	0.316854	0.046677
AAOI	2020-05-22	782,615	1,770,418	0.596006	0.634639	0.316229	0.049133
AAOI	2020-05-29	894,686	1,813,360	0.624299	0.60974	0.359971	0.030289
AAOI	2020-06-05	1,209,722	2,537,314	0.648015	0.64058	0.291845	0.067576
AAOI	2020-06-12	1,127,151	1,934,720	0.616777	0.607527	0.257758	0.134714
AAOI	2020-06-19	1,413,096	2,458,949	0.612281	0.636333	0.317025	0.046642
AAOI	2020-06-26	733,145	1,335,260	0.559602	0.630694	0.319423	0.049883
AAOI	2020-07-03	1,576,137	2,682,614	0.673318	0.763417	0.200998	0.035585
AAOI	2020-07-10	1,455,904	2,786,099	0.593537	0.750446	0.220433	0.029121
AAOI	2020-07-17	1,177,977	2,078,128	0.629634	0.65764	0.318244	0.024117
AAOI	2020-07-24	3,314,210	5,689,191	0.654639	0.768389	0.212303	0.019308
AAOI	2020-07-31	1,620,080	2,815,203	0.629196	0.748421	0.232354	0.019226
AAOI	2020-08-07	3,840,247	7,861,073	0.559289	0.748626	0.233986	0.017388
AAOI	2020-08-14	1,767,697	3,553,333	0.491617	0.704267	0.241305	0.054428
AAOI	2020-08-21	1,700,027	3,154,498	0.580201	0.672914	0.189641	0.137445
AAOI	2020-08-28	1,161,798	2,302,371	0.581315	0.655354	0.223958	0.120688
AAOI	2020-09-04	1,771,477	3,048,612	0.650203	0.734453	0.181856	0.08369
AAOI	2020-09-11	758,689	1,219,016	0.64933	0.707293	0.248818	0.043889
AAOI	2020-09-18	766,216	1,185,763	0.670204	0.678522	0.274334	0.047144
AAOI	2020-09-25	1,100,764	1,901,487	0.594461	0.66841	0.28423	0.04736
AAOI	2020-10-02	689,039	1,115,754	0.679454	0.722501	0.242854	0.034645
AAOI	2020-10-09	643,890	1,153,586	0.532393	0.717651	0.256688	0.02566
AAOI	2020-10-16	557,609	906,940	0.630215	0.71565	0.261451	0.022899
AAOI	2020-10-23	826,299	1,461,794	0.581554	0.745798	0.23514	0.019063
AAOI	2020-10-30	955,530	1,650,937	0.686202	0.718323	0.249328	0.03235
AAOI	2020-11-06	2,055,080	3,496,776	0.590846	0.722822	0.175666	0.101512
AAOI	2020-11-13	1,553,085	2,591,891	0.583038	0.659791	0.205811	0.134398
AAOI	2020-11-20	1,213,111	2,776,271	0.522169	0.73796	0.219171	0.042868
AAOI	2020-11-27	925,079	1,892,377	0.50633	0.713168	0.248921	0.03791
AAOI	2020-12-04	830,714	1,575,714	0.606998	0.704579	0.260291	0.03513
AAOI	2020-12-11	1,176,378	1,959,358	0.615561	0.776796	0.197428	0.025776
AAOI	2020-12-18	1,021,466	1,931,325	0.566821	0.741944	0.216915	0.041141
AAOI	2020-12-25	1,012,368	1,734,133	0.593689	0.8025	0.175645	0.021855
AAOI	2021-01-01	937,819	1,739,507	0.514253	0.78897	0.193398	0.017632
AAOI	2021-01-08	1,743,514	3,260,357	0.608379	0.735417	0.22125	0.043333
AAOI	2021-01-15	1,425,024	2,692,529	0.546602	0.783452	0.185708	0.03084
AAOI	2021-01-22	655,133	1,551,859	0.503157	0.747126	0.221155	0.031719
AAOI	2021-01-29	1,740,689	4,852,153	0.401149	0.739742	0.215026	0.045232
AAOI	2021-02-05	728,733	1,950,421	0.447259	0.783088	0.193044	0.023868
AAOI	2021-02-12	509,605	1,574,291	0.412184	0.722735	0.25293	0.024335
AAOI	2021-02-19	472,212	1,420,285	0.382899	0.786661	0.187537	0.025802
AAOI	2021-02-26	833,132	2,910,585	0.349116	0.768942	0.171079	0.059979
AAOI	2021-03-05	1,906,214	3,950,419	0.573154	0.790164	0.195951	0.013885
AAOI	2021-03-12	869,144	2,202,800	0.512162	0.740609	0.248121	0.011271
AAOI	2021-03-19	792,353	1,794,177	0.582244	0.752971	0.236373	0.010656
AAOI	2021-03-26	799,851	1,779,228	0.532817	0.740031	0.240083	0.019886
AAOI	2021-04-02	539,469	1,283,736	0.502941	0.741803	0.2313	0.026897
AAOI	2021-04-09	600,590	1,739,101	0.496551	0.732729	0.22363	0.043641
AAOI	2021-04-16	637,186	1,393,069	0.555097	0.7828	0.190199	0.027001
AAOI	2021-04-23	613,532	1,558,107	0.454864	0.779535	0.193562	0.026903
AAOI	2021-04-30	761,541	1,622,418	0.468638	0.733931	0.226595	0.039474
AAOI	2021-05-07	1,629,947	2,896,340	0.661856	0.646723	0.244493	0.108784
AAOI	2021-05-14	1,040,788	2,380,691	0.55977	0.570468	0.294728	0.134804
AAOI	2021-05-21	720,565	1,517,112	0.610326	0.739266	0.234367	0.026367
AAOI	2021-05-28	648,681	1,538,012	0.554288	0.726337	0.252936	0.020727
AAOI	2021-06-04	582,279	1,222,608	0.591878	0.610054	0.35831	0.031636
AAOI	2021-06-11	580,578	1,186,782	0.593128	0.744566	0.230098	0.025336
AAOI	2021-06-18	749,207	1,483,258	0.610867	0.713237	0.265245	0.021518
AAOI	2021-06-25	679,612	1,442,332	0.592596	0.733653	0.230114	0.036232
AAOI	2021-07-02	597,562	1,672,045	0.417071	0.754938	0.189704	0.055358
AAOI	2021-07-09	551,787	1,431,710	0.468613	0.776578	0.210083	0.013339
AAOI	2021-07-16	512,797	1,290,720	0.477536	0.751483	0.184511	0.064006
AAOI	2021-07-23	475,813	1,462,491	0.454875	0.683133	0.292091	0.024776
AAOI	2021-07-30	515,348	1,218,443	0.500607	0.689809	0.279776	0.030415
AAOI	2021-08-06	925,167	2,238,052	0.484409	0.75001	0.227309	0.022682
AAOI	2021-08-13	1,115,890	2,156,471	0.653938	0.666261	0.311422	0.022317
AAOI	2021-08-20	826,923	1,638,971	0.647903	0.69971	0.281151	0.019139
AAOI	2021-08-27	658,274	1,232,459	0.644058	0.741379	0.230462	0.02816
AAOI	2021-09-03	561,041	1,243,759	0.557228	0.761771	0.210499	0.02773
AAOI	2021-09-10	372,072	862,480	0.477845	0.706923	0.202883	0.090194
AAOI	2021-09-17	513,029	1,120,486	0.532613	0.594709	0.321598	0.083693
AAOI	2021-09-24	422,666	1,128,972	0.460272	0.744046	0.22777	0.028184
AAOI	2021-10-01	295,357	842,768	0.397208	0.757622	0.229415	0.012963
AAOI	2021-10-08	368,777	1,157,860	0.434662	0.793292	0.191113	0.015595
AAOI	2021-10-15	263,248	890,379	0.288133	0.80886	0.168551	0.022588
AAOI	2021-10-22	286,102	861,687	0.425157	0.798813	0.165534	0.035653
AAOI	2021-10-29	473,061	1,102,777	0.597441	0.652221	0.225563	0.122216
AAOI	2021-11-05	2,344,195	5,313,167	0.544724	0.754433	0.225637	0.01993
AAOI	2021-11-12	1,876,082	4,400,339	0.412987	0.754696	0.216724	0.028579

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