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
ACU	2016-08-12	6,910	9,480	null	0.981651	0	0.018349
ACU	2016-08-19	1,917	12,023	0.129974	0.90676	0.09324	0
ACU	2016-08-26	5,731	14,368	0.471199	0.994978	0.005022	0
ACU	2016-09-02	10,373	18,978	0.582867	0.850239	0.099224	0.050537
ACU	2016-09-09	7,010	13,231	0.582557	0.969934	0.030066	0
ACU	2016-09-16	10,606	22,086	0.671942	0.819167	0.180833	0
ACU	2016-09-23	27,391	49,506	0.693564	0.874288	0.106492	0.01922
ACU	2016-09-30	12,529	19,994	0.540646	0.977763	0.020597	0.001639
ACU	2016-10-07	2,259	4,648	0.458147	1	0	0
ACU	2016-10-14	2,379	8,461	0.371758	null	null	null
ACU	2016-10-21	3,127	5,582	0.606559	0.899942	0.100058	0
ACU	2016-10-28	8,003	10,763	0.597353	null	null	null
ACU	2016-11-04	8,490	11,834	0.657761	0.792502	0.207498	0
ACU	2016-11-11	4,554	9,722	0.658565	0.910869	0.089131	0
ACU	2016-11-18	4,801	8,664	0.619649	0.816401	0.183599	0
ACU	2016-11-25	4,913	12,664	0.495618	0.968659	0.031341	0
ACU	2016-12-02	5,750	12,470	0.57999	0.973133	0	0.026867
ACU	2016-12-09	9,343	24,996	0.532072	0.95482	0.04518	0
ACU	2016-12-16	3,533	8,725	0.400394	0.744056	0.255944	0
ACU	2016-12-23	8,034	22,705	0.356936	1	0	0
ACU	2016-12-30	22,907	49,708	0.41246	0.854533	0.145467	0
ACU	2017-01-06	32,403	67,915	0.601376	0.893256	0.08921	0.017534
ACU	2017-01-13	14,270	35,587	0.583707	0.861241	0.138759	0
ACU	2017-01-20	12,890	24,491	0.674765	0.857653	0.124102	0.018245
ACU	2017-01-27	20,105	29,783	0.700064	0.855223	0.13636	0.008418
ACU	2017-02-03	7,595	19,536	0.63305	0.74093	0.245816	0.013254
ACU	2017-02-10	7,217	11,408	0.799443	0.875111	0.076616	0.048272
ACU	2017-02-17	8,792	16,547	0.53425	0.976635	0.009146	0.014219
ACU	2017-02-24	15,356	25,972	0.63796	0.817086	0.182914	0
ACU	2017-03-03	12,864	28,445	0.505464	0.725535	0.178455	0.096011
ACU	2017-03-10	19,120	24,489	0.746834	0.967514	0.013943	0.018543
ACU	2017-03-17	17,060	24,751	0.623011	0.792986	0.207014	0
ACU	2017-03-24	15,415	23,960	0.658341	0.923889	0.073114	0.002997
ACU	2017-03-31	15,971	26,142	0.61642	0.9821	0.013922	0.003978
ACU	2017-04-07	13,536	17,955	0.800863	0.888533	0.111467	0
ACU	2017-04-14	8,778	15,474	0.652641	0.929382	0.050076	0.020542
ACU	2017-04-21	29,401	46,536	0.568667	0.950194	0.049048	0.000758
ACU	2017-04-28	42,733	85,239	0.596354	0.875116	0.101798	0.023087
ACU	2017-05-05	30,071	54,558	0.648457	0.914426	0.075688	0.009886
ACU	2017-05-12	22,810	40,440	0.583515	0.958518	0.041482	0
ACU	2017-05-19	6,701	18,362	0.46505	0.955521	0.044479	0
ACU	2017-05-26	26,521	45,990	0.534567	0.836183	0.118698	0.045119
ACU	2017-06-02	10,073	19,844	0.514584	0.954259	0.041631	0.00411
ACU	2017-06-09	7,392	12,391	0.547409	0.975761	0.006107	0.018132
ACU	2017-06-16	11,701	30,026	0.594384	0.898104	0.079602	0.022294
ACU	2017-06-23	7,426	17,967	0.619562	0.880392	0.090264	0.029344
ACU	2017-06-30	7,599	14,747	0.606309	0.806924	0.193076	0
ACU	2017-07-07	899	1,970	0.412303	null	null	null
ACU	2017-07-14	3,821	7,106	null	0.989492	0.010508	0
ACU	2017-07-21	4,531	13,439	0.446288	0.983346	0.016654	0
ACU	2017-07-28	18,813	52,319	0.492027	0.77487	0.22513	0
ACU	2017-08-04	8,848	26,049	0.507321	0.963972	0.036028	0
ACU	2017-08-11	3,639	7,163	0.668748	0.91736	0.08264	0
ACU	2017-08-18	2,788	6,035	0.640663	0.934209	0.065791	0
ACU	2017-08-25	11,694	24,558	0.70097	0.876271	0.123729	0
ACU	2017-09-01	6,115	23,077	0.354373	0.820814	0.149989	0.029197
ACU	2017-09-08	2,532	7,625	0.362147	0.763123	0.236877	0
ACU	2017-09-15	2,396	8,895	0.21688	0.974301	0.025699	0
ACU	2017-09-22	16,058	43,407	0.470555	0.865709	0.131014	0.003278
ACU	2017-09-29	9,438	26,379	0.533434	0.719678	0.277222	0.003101
ACU	2017-10-06	7,298	18,584	0.511454	0.908842	0.091158	0
ACU	2017-10-13	8,047	23,421	0.416624	0.712415	0.252205	0.035381
ACU	2017-10-20	32,664	53,441	0.444564	0.910721	0.066542	0.022737
ACU	2017-10-27	11,098	20,813	0.480522	0.918643	0.081124	0.000233
ACU	2017-11-03	26,819	52,422	0.458191	0.920404	0.077191	0.002405
ACU	2017-11-10	15,749	33,053	0.395017	0.909745	0.090255	0
ACU	2017-11-17	22,772	55,267	0.51998	0.943248	0.046908	0.009845
ACU	2017-11-24	8,383	26,055	0.546393	0.817092	0.182908	0
ACU	2017-12-01	1,730	16,892	0.252693	0.795705	0.204295	0
ACU	2017-12-08	9,368	29,858	0.371596	0.86659	0.128901	0.004509
ACU	2017-12-15	8,006	18,908	0.402133	0.928963	0.071037	0
ACU	2017-12-22	7,036	17,405	0.630463	0.908949	0.066292	0.024759
ACU	2017-12-29	5,129	10,072	0.649589	0.972345	0.027655	0
ACU	2018-01-05	9,388	15,095	0.430119	1	0	0
ACU	2018-01-12	9,285	27,047	0.418132	0.921834	0.078166	0
ACU	2018-01-19	6,938	9,552	0.545641	null	null	null
ACU	2018-01-26	18,212	47,682	0.484258	0.88367	0.101011	0.015318
ACU	2018-02-02	13,148	27,621	0.408619	0.979288	0.014314	0.006398
ACU	2018-02-09	6,218	9,935	0.40247	0.935743	0.064257	0
ACU	2018-02-16	7,489	20,538	0.472378	0.947017	0.052983	0
ACU	2018-02-23	6,010	10,592	0.495636	0.929565	0.070435	0
ACU	2018-03-02	7,664	25,503	0.491577	0.96809	0.03191	0
ACU	2018-03-09	27,987	49,115	0.585404	0.773152	0.18767	0.039178
ACU	2018-03-16	3,160	12,451	0.332611	0.90763	0.054166	0.038204
ACU	2018-03-23	34,435	49,659	0.69204	0.963922	0.032116	0.003962
ACU	2018-03-30	41,366	62,724	0.501356	0.977083	0.019852	0.003066
ACU	2018-04-06	1,464	5,971	0.444788	0.808612	0.191388	0
ACU	2018-04-13	14,017	32,449	0.39947	0.977318	0.022682	0
ACU	2018-04-20	10,946	23,290	0.640068	0.914346	0.085654	0
ACU	2018-04-27	3,438	6,712	0.649694	0.871655	0.064173	0.064173
ACU	2018-05-04	5,758	12,175	0.59038	0.906809	0.093191	0
ACU	2018-05-11	3,030	8,616	0.512978	0.99616	0.00384	0
ACU	2018-05-18	7,974	14,986	0.398264	0.983219	0.016781	0
ACU	2018-05-25	3,580	13,000	0.303725	0.981818	0.018182	0
ACU	2018-06-01	3,217	14,871	0.507751	0.745043	0.254957	0
ACU	2018-06-08	6,519	22,229	0.408401	0.983813	0.016187	0
ACU	2018-06-15	5,300	15,617	0.517189	0.915657	0.084343	0
ACU	2018-06-22	4,069	16,537	0.249058	null	null	null
ACU	2018-06-29	4,887	19,201	0.556311	0.727988	0.267211	0.004801
ACU	2018-07-06	16,344	36,443	0.693387	0.831154	0.168846	0

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