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	2016-02-19	374,045	600,086	0.708161	0.74747	0.214573	0.037957
AAOI	2016-02-26	797,518	1,342,060	0.678226	0.742846	0.219488	0.037665
AAOI	2016-03-04	480,210	681,710	0.721289	0.656713	0.31146	0.031827
AAOI	2016-03-11	265,829	448,797	0.627898	0.654604	0.301099	0.044298
AAOI	2016-03-18	304,687	491,670	0.632308	0.673752	0.250972	0.075276
AAOI	2016-03-25	493,578	1,122,488	0.523415	0.690418	0.221606	0.087976
AAOI	2016-04-01	369,017	1,117,361	0.427656	0.566925	0.25923	0.173845
AAOI	2016-04-08	448,604	791,115	0.630507	0.608517	0.257151	0.134332
AAOI	2016-04-15	371,768	654,248	0.567876	0.556018	0.369291	0.074691
AAOI	2016-04-22	2,573,002	5,243,942	0.606576	0.710408	0.251793	0.037799
AAOI	2016-04-29	1,153,165	1,639,478	0.759448	0.717988	0.217916	0.064096
AAOI	2016-05-06	837,511	1,150,539	0.736139	0.74195	0.21879	0.039261
AAOI	2016-05-13	1,379,781	3,095,469	0.512635	0.760181	0.196281	0.043538
AAOI	2016-05-20	969,006	1,333,764	0.730192	0.712969	0.256519	0.030511
AAOI	2016-05-27	878,461	1,332,244	0.712096	0.778884	0.164468	0.056647
AAOI	2016-06-03	723,153	1,239,609	0.615729	0.647768	0.21943	0.132802
AAOI	2016-06-10	712,067	1,087,138	0.694383	0.747888	0.221299	0.030813
AAOI	2016-06-17	507,878	1,392,850	0.473769	0.559289	0.259065	0.181647
AAOI	2016-06-24	372,903	737,039	0.562956	0.763386	0.198338	0.038276
AAOI	2016-07-01	541,616	995,382	0.584296	0.752371	0.154828	0.092801
AAOI	2016-07-08	294,964	673,743	0.463138	0.754925	0.191985	0.053089
AAOI	2016-07-15	445,031	1,025,778	0.533402	0.739021	0.220278	0.040701
AAOI	2016-07-22	350,665	595,932	0.614292	0.764989	0.201921	0.033091
AAOI	2016-07-29	385,761	716,450	0.637876	0.709828	0.246777	0.043394
AAOI	2016-08-05	1,033,766	2,082,361	0.653543	0.668066	0.254911	0.077023
AAOI	2016-08-12	549,893	1,240,788	0.482208	0.694428	0.220436	0.085137
AAOI	2016-08-19	392,260	933,166	0.495296	0.660716	0.282952	0.056332
AAOI	2016-08-26	745,070	1,971,255	0.520319	0.748889	0.21024	0.04087
AAOI	2016-09-02	755,291	1,227,314	0.644513	0.753466	0.205576	0.040958
AAOI	2016-09-09	1,099,604	1,953,081	0.607222	0.821598	0.152944	0.025459
AAOI	2016-09-16	1,115,833	2,068,913	0.584513	0.792344	0.180236	0.02742
AAOI	2016-09-23	1,023,734	1,824,240	0.60306	0.767848	0.194111	0.03804
AAOI	2016-09-30	597,460	1,142,017	0.596746	0.719835	0.2252	0.054965
AAOI	2016-10-07	523,464	1,149,165	0.514915	0.747708	0.205296	0.046996
AAOI	2016-10-14	398,777	1,063,036	0.439039	0.700731	0.262634	0.036635
AAOI	2016-10-21	334,804	732,865	0.510122	0.7413	0.229885	0.028815
AAOI	2016-10-28	305,664	584,845	0.567974	0.834305	0.145392	0.020303
AAOI	2016-11-04	1,062,040	1,956,313	0.595274	0.80687	0.176004	0.017126
AAOI	2016-11-11	759,900	1,927,127	0.477156	0.800886	0.174677	0.024436
AAOI	2016-11-18	849,869	1,614,435	0.540551	0.691001	0.257392	0.051607
AAOI	2016-11-25	393,606	1,979,354	0.486685	0.804864	0.180664	0.014472
AAOI	2016-12-02	445,392	1,017,411	0.444462	0.715186	0.218618	0.066196
AAOI	2016-12-09	705,569	1,340,151	0.541192	0.799347	0.185056	0.015597
AAOI	2016-12-16	422,287	884,091	0.499243	0.758278	0.219414	0.022308
AAOI	2016-12-23	319,171	696,784	0.430785	0.8037	0.159694	0.036606
AAOI	2016-12-30	219,590	495,911	0.547121	0.732861	0.238452	0.028687
AAOI	2017-01-06	233,623	538,171	0.504578	0.77971	0.192531	0.027759
AAOI	2017-01-13	2,449,556	4,913,820	0.545612	0.803892	0.159204	0.036904
AAOI	2017-01-20	1,179,774	2,180,213	0.509657	0.868071	0.116517	0.015412
AAOI	2017-01-27	625,789	1,483,206	0.445611	0.809073	0.169125	0.021802
AAOI	2017-02-03	572,701	1,329,463	0.50843	0.809556	0.156973	0.033471
AAOI	2017-02-10	747,013	1,551,145	0.523598	0.78389	0.131656	0.084454
AAOI	2017-02-17	1,220,189	2,504,305	0.499131	0.773964	0.167631	0.058405
AAOI	2017-02-24	2,932,902	6,003,105	0.540584	0.785256	0.194596	0.020148
AAOI	2017-03-03	3,270,285	5,729,391	0.612565	0.791162	0.190214	0.018624
AAOI	2017-03-10	2,625,297	4,748,984	0.651013	0.831844	0.145859	0.022296
AAOI	2017-03-17	1,661,008	4,230,269	0.484947	0.778496	0.195935	0.025569
AAOI	2017-03-24	2,807,227	5,545,292	0.538823	0.865869	0.11847	0.015661
AAOI	2017-03-31	4,714,298	8,172,219	0.648487	0.871489	0.116065	0.012446
AAOI	2017-04-07	3,235,044	10,361,643	0.397196	0.863987	0.124396	0.011617
AAOI	2017-04-14	6,939,564	13,846,789	0.530307	0.850316	0.132545	0.017139
AAOI	2017-04-21	3,521,919	9,228,729	0.441747	0.850474	0.137649	0.011877
AAOI	2017-04-28	5,036,864	9,226,233	0.611612	0.819956	0.164547	0.015498
AAOI	2017-05-05	8,954,576	15,093,370	0.663318	0.831104	0.155301	0.013594
AAOI	2017-05-12	7,153,215	15,280,418	0.565368	0.837723	0.150662	0.011615
AAOI	2017-05-19	5,658,759	10,645,587	0.599626	0.864077	0.123519	0.012403
AAOI	2017-05-26	7,397,567	14,622,825	0.570808	0.821012	0.123155	0.055833
AAOI	2017-06-02	3,854,070	7,332,798	0.572176	0.8643	0.124942	0.010758
AAOI	2017-06-09	5,742,441	11,019,481	0.580934	0.86102	0.128356	0.010623
AAOI	2017-06-16	6,757,083	12,826,702	0.567422	0.898413	0.091983	0.009604
AAOI	2017-06-23	3,870,632	7,075,258	0.581792	0.894031	0.092526	0.013442
AAOI	2017-06-30	5,441,928	9,463,102	0.613298	0.8812	0.106812	0.011988
AAOI	2017-07-07	2,902,987	5,496,877	0.578857	0.879112	0.104073	0.016814
AAOI	2017-07-14	8,310,876	16,618,651	0.550837	0.879728	0.10797	0.012302
AAOI	2017-07-21	9,635,088	18,727,662	0.566291	0.86219	0.125728	0.012082
AAOI	2017-07-28	8,112,339	15,030,379	0.60949	0.857002	0.13049	0.012507
AAOI	2017-08-04	11,172,263	22,194,708	0.564746	0.856328	0.126943	0.016729
AAOI	2017-08-11	7,999,424	19,296,368	0.535349	0.858985	0.122174	0.018841
AAOI	2017-08-18	6,219,721	10,493,986	0.603618	0.885261	0.102117	0.012622
AAOI	2017-08-25	4,384,294	8,068,198	0.581712	0.872674	0.114555	0.012771
AAOI	2017-09-01	4,600,063	8,535,242	0.565796	0.884101	0.105335	0.010564
AAOI	2017-09-08	2,884,081	6,142,402	0.550326	0.887171	0.103719	0.009111
AAOI	2017-09-15	3,309,136	6,005,733	0.544404	0.884445	0.100367	0.015188
AAOI	2017-09-22	8,388,238	15,004,823	0.614085	0.87294	0.113537	0.013523
AAOI	2017-09-29	3,253,174	6,937,440	0.489493	0.85288	0.099412	0.047708
AAOI	2017-10-06	4,045,312	8,098,428	0.600748	0.883082	0.105391	0.011527
AAOI	2017-10-13	5,727,973	12,601,412	0.576589	0.833103	0.115552	0.051346
AAOI	2017-10-20	3,555,978	8,917,514	0.507974	0.881953	0.107463	0.010584
AAOI	2017-10-27	2,283,156	5,957,773	0.510651	0.849698	0.133631	0.016671
AAOI	2017-11-03	2,943,300	6,282,117	0.520742	0.856727	0.129314	0.013959
AAOI	2017-11-10	5,747,366	12,433,546	0.509276	0.847304	0.140478	0.012217
AAOI	2017-11-17	2,730,338	4,645,529	0.673337	0.869497	0.117708	0.012795
AAOI	2017-11-24	1,051,221	3,187,662	0.459853	0.8488	0.130288	0.020912
AAOI	2017-12-01	1,155,383	3,249,345	0.459577	0.785492	0.192312	0.022195
AAOI	2017-12-08	2,006,807	4,610,142	0.532849	0.849567	0.138639	0.011794
AAOI	2017-12-15	1,183,751	3,131,551	0.421954	0.82375	0.161793	0.014457
AAOI	2017-12-22	1,536,691	4,162,690	0.420924	0.832148	0.150169	0.017684
AAOI	2017-12-29	1,526,409	2,771,490	0.583818	0.851982	0.137065	0.010953
AAOI	2018-01-05	1,219,803	2,458,583	0.538447	0.750503	0.139718	0.109779
AAOI	2018-01-12	2,428,399	5,077,414	0.551918	0.808614	0.177649	0.013738

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