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
ABUS	2018-07-27	610,550	1,326,756	0.53522	0.727245	0.253806	0.01895
ABUS	2018-08-03	1,207,725	2,220,301	0.654221	0.800066	0.186854	0.01308
ABUS	2018-08-10	665,648	1,182,809	0.650469	0.751326	0.225	0.023674
ABUS	2018-08-17	482,955	923,179	0.575755	0.699702	0.290418	0.00988
ABUS	2018-08-24	220,438	481,608	0.489053	0.709561	0.277558	0.012882
ABUS	2018-08-31	231,959	552,894	0.414531	0.723418	0.263864	0.012719
ABUS	2018-09-07	674,281	2,315,695	0.506927	0.760525	0.229502	0.009973
ABUS	2018-09-14	405,874	780,373	0.553704	0.805412	0.17294	0.021648
ABUS	2018-09-21	357,064	581,615	0.634114	0.744134	0.247046	0.00882
ABUS	2018-09-28	317,109	575,052	0.615848	0.791789	0.196212	0.011999
ABUS	2018-10-05	307,484	552,373	0.584261	0.691042	0.297447	0.011511
ABUS	2018-10-12	2,700,840	6,237,956	0.630355	0.814327	0.174677	0.010995
ABUS	2018-10-19	786,654	2,343,629	0.464152	0.774714	0.212717	0.012569
ABUS	2018-10-26	406,864	817,713	0.543651	0.697841	0.280783	0.021376
ABUS	2018-11-02	254,846	733,968	0.419441	0.672754	0.310024	0.017223
ABUS	2018-11-09	411,642	867,815	0.502579	0.618587	0.296115	0.085298
ABUS	2018-11-16	292,716	522,615	0.631898	0.59822	0.30289	0.09889
ABUS	2018-11-23	229,756	464,508	0.733138	0.707848	0.261442	0.03071
ABUS	2018-11-30	270,105	516,919	0.586342	0.620048	0.328624	0.051328
ABUS	2018-12-07	175,432	304,474	0.744043	0.595795	0.33418	0.070025
ABUS	2018-12-14	373,707	527,468	0.755878	0.648603	0.323008	0.028389
ABUS	2018-12-21	413,096	759,580	0.589714	0.652811	0.303583	0.043606
ABUS	2018-12-28	227,158	444,532	0.489141	0.642264	0.30643	0.051306
ABUS	2019-01-04	364,618	1,106,776	0.594102	0.503969	0.465875	0.030157
ABUS	2019-01-11	382,884	604,938	0.608799	0.64552	0.31848	0.036
ABUS	2019-01-18	294,781	501,735	0.612685	0.701031	0.268397	0.030572
ABUS	2019-01-25	201,332	1,268,791	0.774771	0.71729	0.21689	0.06582
ABUS	2019-02-01	200,330	312,560	0.647069	0.73462	0.221297	0.044083
ABUS	2019-02-08	163,854	253,359	0.668176	0.701616	0.228958	0.069426
ABUS	2019-02-15	187,220	334,816	0.611303	0.625345	0.335762	0.038893
ABUS	2019-02-22	161,989	270,213	0.588964	0.747352	0.18125	0.071399
ABUS	2019-03-01	324,943	1,147,331	0.547806	0.60735	0.304761	0.087889
ABUS	2019-03-08	333,044	592,003	0.625521	0.723202	0.235194	0.041604
ABUS	2019-03-15	233,587	419,825	0.66269	0.630853	0.272972	0.096174
ABUS	2019-03-22	262,087	388,512	0.737505	0.728844	0.162981	0.108175
ABUS	2019-03-29	246,107	326,392	0.751456	0.676254	0.196001	0.127745
ABUS	2019-04-05	371,401	1,184,712	0.65382	0.627104	0.290735	0.082161
ABUS	2019-04-12	346,538	702,494	0.643253	0.75033	0.168554	0.081115
ABUS	2019-04-19	403,254	991,770	0.558599	0.748949	0.207013	0.044039
ABUS	2019-04-26	766,329	3,261,784	0.518499	0.689068	0.24385	0.067082
ABUS	2019-05-03	522,988	1,295,360	0.436267	0.750901	0.190834	0.058266
ABUS	2019-05-10	611,654	1,044,332	0.610543	0.710511	0.156905	0.132583
ABUS	2019-05-17	398,118	627,978	0.641763	0.712138	0.220612	0.067249
ABUS	2019-05-24	423,582	727,172	0.643096	0.781445	0.156113	0.062442
ABUS	2019-05-31	462,498	783,587	0.607842	0.782162	0.149373	0.068465
ABUS	2019-06-07	745,657	1,151,694	0.731876	0.842355	0.125147	0.032498
ABUS	2019-06-14	1,003,530	1,477,293	0.746593	0.788335	0.168456	0.043209
ABUS	2019-06-21	3,420,062	5,582,816	0.671403	0.724726	0.24115	0.034125
ABUS	2019-06-28	1,629,195	2,441,964	0.705207	0.694902	0.275594	0.029504
ABUS	2019-07-05	504,661	882,967	0.550375	0.801989	0.174473	0.023538
ABUS	2019-07-12	638,809	964,685	0.601289	0.794221	0.197299	0.00848
ABUS	2019-07-19	673,423	1,317,262	0.537741	0.734804	0.257525	0.007671
ABUS	2019-07-26	385,555	630,324	0.614278	0.748959	0.235763	0.015278
ABUS	2019-08-02	345,956	562,107	0.570662	0.827394	0.160272	0.012334
ABUS	2019-08-09	312,662	595,806	0.561071	0.770423	0.219001	0.010576
ABUS	2019-08-16	427,768	673,205	0.612513	0.868691	0.125736	0.005573
ABUS	2019-08-23	342,427	526,816	0.660091	0.852991	0.144357	0.002652
ABUS	2019-08-30	380,174	706,989	0.537182	0.89115	0.104341	0.004509
ABUS	2019-09-06	235,876	492,574	0.521169	0.777119	0.121624	0.101257
ABUS	2019-09-13	279,530	768,567	0.43258	0.766212	0.192651	0.041137
ABUS	2019-09-20	217,729	464,348	0.595332	0.790515	0.18557	0.023914
ABUS	2019-09-27	324,055	520,781	0.610884	0.836662	0.146033	0.017305
ABUS	2019-10-04	991,026	3,387,592	0.628352	0.784485	0.20067	0.014845
ABUS	2019-10-11	643,947	1,554,114	0.608069	0.840367	0.124686	0.034947
ABUS	2019-10-18	361,381	829,204	0.542859	0.836018	0.059149	0.104833
ABUS	2019-10-25	399,487	936,032	0.480715	0.836031	0.10534	0.058628
ABUS	2019-11-01	5,953,766	9,462,514	0.446664	0.865592	0.121364	0.013044
ABUS	2019-11-08	1,064,159	2,247,749	0.590444	0.751184	0.238213	0.010603
ABUS	2019-11-15	566,255	1,412,185	0.48564	0.783693	0.201401	0.014906
ABUS	2019-11-22	231,067	567,985	0.524724	0.793697	0.171955	0.034347
ABUS	2019-11-29	503,376	1,147,266	0.578555	0.711017	0.282531	0.006451
ABUS	2019-12-06	1,279,537	5,536,687	0.5111	0.792706	0.19637	0.010924
ABUS	2019-12-13	405,590	1,077,663	0.483324	0.722471	0.209896	0.067633
ABUS	2019-12-20	1,234,082	5,426,586	0.416887	0.673561	0.270719	0.05572
ABUS	2019-12-27	458,617	1,195,714	0.396193	0.787042	0.200615	0.012343
ABUS	2020-01-03	648,650	3,030,981	0.449216	0.83932	0.150534	0.010146
ABUS	2020-01-10	730,937	2,135,633	0.527987	0.753567	0.234621	0.011811
ABUS	2020-01-17	405,174	1,347,633	0.560151	0.585553	0.270323	0.144124
ABUS	2020-01-24	442,884	1,411,179	0.497261	0.684095	0.307022	0.008883
ABUS	2020-01-31	836,919	1,397,721	0.669811	0.605562	0.296769	0.097669
ABUS	2020-02-07	1,109,611	2,080,562	0.57379	0.72014	0.272171	0.007689
ABUS	2020-02-14	1,142,453	6,528,932	0.439986	0.660512	0.315695	0.023793
ABUS	2020-02-21	1,080,564	2,347,313	0.420452	0.659293	0.336194	0.004513
ABUS	2020-02-28	891,910	3,858,974	0.365559	0.68117	0.309216	0.009613
ABUS	2020-03-06	557,696	1,040,288	0.524089	0.645867	0.295863	0.05827
ABUS	2020-03-13	626,785	1,462,610	0.490168	0.691746	0.215106	0.093149
ABUS	2020-03-20	1,370,777	3,470,185	0.397129	0.839984	0.137884	0.022132
ABUS	2020-03-27	2,277,632	7,371,675	0.467995	0.781623	0.216366	0.002011
ABUS	2020-04-03	1,837,352	4,419,414	0.424386	0.851716	0.140186	0.008098
ABUS	2020-04-10	625,690	1,399,622	0.504617	0.762623	0.235191	0.002187
ABUS	2020-04-17	1,666,807	2,984,785	0.562523	0.8291	0.169788	0.001112
ABUS	2020-04-24	1,015,236	1,839,257	0.53498	0.753581	0.207173	0.039246
ABUS	2020-05-01	823,841	1,649,658	0.497655	0.768473	0.192241	0.039287
ABUS	2020-05-08	2,031,781	3,835,011	0.489703	0.857852	0.139393	0.002755
ABUS	2020-05-15	3,362,463	6,049,185	0.553904	0.820791	0.176116	0.003093
ABUS	2020-05-22	7,365,107	14,193,595	0.582484	0.783121	0.211473	0.005406
ABUS	2020-05-29	1,050,038	2,205,544	0.551593	0.735776	0.261581	0.002643
ABUS	2020-06-05	2,468,792	4,568,559	0.612399	0.680192	0.302024	0.017783
ABUS	2020-06-12	2,391,640	4,401,607	0.528209	0.764648	0.163499	0.071853
ABUS	2020-06-19	1,324,954	3,034,070	0.471048	0.695871	0.283102	0.021027

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