Split (1)

train · 2.56M 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
ACRS	2016-12-30	93,241	268,811	0.453243	0.672905	0.308008	0.019086
ACRS	2017-01-06	135,308	387,037	0.411786	0.807004	0.174132	0.018864
ACRS	2017-01-13	289,484	1,412,992	0.528857	0.684236	0.303147	0.012618
ACRS	2017-01-20	158,209	493,938	0.505694	0.57175	0.415209	0.013041
ACRS	2017-01-27	185,654	585,415	0.487872	0.700016	0.28421	0.015774
ACRS	2017-02-03	304,519	606,446	0.509428	0.627908	0.349239	0.022853
ACRS	2017-02-10	211,737	544,341	0.425861	0.548848	0.381694	0.069458
ACRS	2017-02-17	183,051	342,072	0.50147	0.586927	0.365439	0.047634
ACRS	2017-02-24	261,504	759,774	0.534278	0.697485	0.26549	0.037025
ACRS	2017-03-03	283,864	979,481	0.483223	0.705753	0.253786	0.040461
ACRS	2017-03-10	143,157	331,365	0.542418	0.639242	0.336176	0.024582
ACRS	2017-03-17	238,881	499,935	0.529797	0.665731	0.313483	0.020786
ACRS	2017-03-24	506,619	1,046,028	0.569019	0.672858	0.313945	0.013197
ACRS	2017-03-31	194,066	609,418	0.513441	0.76604	0.219611	0.014349
ACRS	2017-04-07	277,196	686,936	0.633658	0.702683	0.282933	0.014384
ACRS	2017-04-14	161,365	214,890	0.744224	0.747689	0.225204	0.027108
ACRS	2017-04-21	272,192	1,172,416	0.715881	0.687616	0.283458	0.028926
ACRS	2017-04-28	604,791	1,095,130	0.636168	0.759406	0.227061	0.013533
ACRS	2017-05-05	403,376	682,681	0.613443	0.775185	0.203641	0.021174
ACRS	2017-05-12	337,436	1,179,620	0.50203	0.719168	0.249909	0.030924
ACRS	2017-05-19	325,700	768,622	0.489557	0.713711	0.267564	0.018725
ACRS	2017-05-26	232,014	698,510	0.458578	0.702722	0.235165	0.062113
ACRS	2017-06-02	217,642	1,130,156	0.375872	0.705818	0.282532	0.01165
ACRS	2017-06-09	440,618	1,442,608	0.392073	0.749052	0.238181	0.012767
ACRS	2017-06-16	396,950	848,418	0.509096	0.720662	0.261052	0.018286
ACRS	2017-06-23	408,723	753,226	0.611593	0.741218	0.232834	0.025947
ACRS	2017-06-30	383,843	648,282	0.646638	0.735786	0.239783	0.024431
ACRS	2017-07-07	220,946	404,755	0.618761	0.743178	0.213664	0.043159
ACRS	2017-07-14	273,821	459,991	0.59748	0.743042	0.241507	0.015451
ACRS	2017-07-21	264,653	641,753	0.525262	0.802209	0.183947	0.013844
ACRS	2017-07-28	164,011	558,807	0.498312	0.597735	0.383814	0.018451
ACRS	2017-08-04	125,231	429,882	0.546158	0.610393	0.365974	0.023632
ACRS	2017-08-11	331,389	1,178,258	0.509342	0.673405	0.295513	0.031082
ACRS	2017-08-18	297,731	719,150	0.436303	0.804277	0.178003	0.017721
ACRS	2017-08-25	333,177	932,079	0.477239	0.612911	0.345331	0.041758
ACRS	2017-09-01	218,469	695,098	0.477292	0.690066	0.287857	0.022077
ACRS	2017-09-08	165,838	629,032	0.460791	0.685513	0.279258	0.035229
ACRS	2017-09-15	314,759	927,818	0.510287	0.69256	0.278918	0.028522
ACRS	2017-09-22	147,661	445,149	0.559097	0.668168	0.304607	0.027225
ACRS	2017-09-29	215,051	597,858	0.438673	0.704808	0.233188	0.062004
ACRS	2017-10-06	225,803	619,852	0.348845	0.761003	0.221716	0.017281
ACRS	2017-10-13	488,455	1,487,193	0.473586	0.804459	0.133853	0.061689
ACRS	2017-10-20	188,460	456,434	0.575785	0.62673	0.347058	0.026212
ACRS	2017-10-27	254,089	394,419	0.616459	0.670947	0.300682	0.028371
ACRS	2017-11-03	180,648	514,793	0.602978	0.649624	0.337147	0.013229
ACRS	2017-11-10	389,690	837,567	0.598742	0.737522	0.232005	0.030474
ACRS	2017-11-17	173,672	1,280,305	0.356967	0.701334	0.26569	0.032976
ACRS	2017-11-24	70,029	319,738	0.422281	0.675853	0.290702	0.033445
ACRS	2017-12-01	279,535	1,026,714	0.368734	0.67115	0.302506	0.026344
ACRS	2017-12-08	346,757	1,028,697	0.431164	0.790531	0.183713	0.025756
ACRS	2017-12-15	815,228	2,157,434	0.508431	0.731968	0.247546	0.020486
ACRS	2017-12-22	401,841	1,131,714	0.493185	0.725283	0.258239	0.016478
ACRS	2017-12-29	310,914	577,820	0.639066	0.765254	0.218658	0.016088
ACRS	2018-01-05	329,607	670,821	0.603332	0.711437	0.207084	0.081479
ACRS	2018-01-12	424,662	834,502	0.583611	0.780052	0.199739	0.020209
ACRS	2018-01-19	273,826	714,869	0.421516	0.719585	0.214769	0.065645
ACRS	2018-01-26	360,307	938,175	0.46527	0.778469	0.20328	0.018251
ACRS	2018-02-02	432,103	915,776	0.579118	0.634406	0.331038	0.034556
ACRS	2018-02-09	1,165,697	1,798,756	0.656009	0.787618	0.197567	0.014814
ACRS	2018-02-16	249,667	562,476	0.481721	0.709475	0.267391	0.023134
ACRS	2018-02-23	138,179	349,944	0.374745	0.779751	0.192905	0.027344
ACRS	2018-03-02	282,124	606,129	0.480722	0.756641	0.218501	0.024858
ACRS	2018-03-09	416,152	788,487	0.575338	0.691412	0.193196	0.115392
ACRS	2018-03-16	604,989	1,407,377	0.421717	0.680843	0.214346	0.10481
ACRS	2018-03-23	183,198	532,548	0.447323	0.699785	0.277895	0.022321
ACRS	2018-03-30	354,476	688,188	0.526088	0.764016	0.211569	0.024415
ACRS	2018-04-06	344,023	584,983	0.562298	0.762373	0.210398	0.027229
ACRS	2018-04-13	261,429	561,484	0.488357	0.791472	0.184187	0.024341
ACRS	2018-04-20	231,436	554,180	0.472984	0.694062	0.285285	0.020653
ACRS	2018-04-27	246,675	394,077	0.628348	0.637041	0.216658	0.146301
ACRS	2018-05-04	172,787	364,186	0.578393	0.64815	0.33229	0.01956
ACRS	2018-05-11	218,664	625,230	0.472036	0.708736	0.26236	0.028903
ACRS	2018-05-18	289,419	496,588	0.57589	0.719716	0.260148	0.020136
ACRS	2018-05-25	213,847	494,144	0.531749	0.749354	0.236423	0.014224
ACRS	2018-06-01	180,970	423,496	0.54454	0.701271	0.274407	0.024322
ACRS	2018-06-08	240,664	572,544	0.536945	0.707246	0.273614	0.019141
ACRS	2018-06-15	278,883	1,349,624	0.428682	0.633091	0.34401	0.022899
ACRS	2018-06-22	168,879	430,027	0.495977	0.553869	0.408166	0.037965
ACRS	2018-06-29	231,855	631,408	0.480103	0.540168	0.393308	0.066524
ACRS	2018-07-06	128,491	394,904	0.503806	0.63144	0.314454	0.054106
ACRS	2018-07-13	181,747	443,467	0.491785	0.569318	0.334887	0.095796
ACRS	2018-07-20	100,245	408,136	0.422172	0.557369	0.426133	0.016498
ACRS	2018-07-27	301,113	819,191	0.373262	0.64808	0.333593	0.018326
ACRS	2018-08-03	360,882	896,494	0.413251	0.631064	0.349932	0.019004
ACRS	2018-08-10	163,437	549,843	0.502467	0.692024	0.262296	0.04568
ACRS	2018-08-17	179,716	470,358	0.446714	0.604024	0.373501	0.022474
ACRS	2018-08-24	197,759	1,224,369	0.419423	0.653815	0.324421	0.021764
ACRS	2018-08-31	337,135	1,221,697	0.422578	0.721395	0.261564	0.017041
ACRS	2018-09-07	166,131	405,577	0.461885	0.643356	0.345089	0.011555
ACRS	2018-09-14	122,736	295,440	0.472915	0.636628	0.340108	0.023264
ACRS	2018-09-21	124,389	525,454	0.532155	0.593756	0.396695	0.00955
ACRS	2018-09-28	133,752	335,214	0.482497	0.63208	0.349623	0.018297
ACRS	2018-10-05	353,884	805,929	0.459959	0.673056	0.314343	0.012601
ACRS	2018-10-12	233,392	766,984	0.499721	0.478365	0.503154	0.018481
ACRS	2018-10-19	927,048	2,637,252	0.532384	0.673988	0.316035	0.009977
ACRS	2018-10-26	386,023	1,380,531	0.431742	0.598251	0.389501	0.012248
ACRS	2018-11-02	421,679	1,752,397	0.444642	0.712821	0.277859	0.00932
ACRS	2018-11-09	408,569	1,189,542	0.404156	0.677287	0.26819	0.054523
ACRS	2018-11-16	406,001	1,023,837	0.475801	0.550665	0.361147	0.088188
ACRS	2018-11-23	256,061	854,541	0.427669	0.60224	0.350221	0.047539

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