Split (1)

train · 2.55M 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	2015-08-07	2,874	7,635	null	null	null	null
ACU	2015-08-14	17,659	25,050	null	null	null	null
ACU	2015-08-21	25,945	34,602	0.464081	0.917355	0.082645	0
ACU	2015-08-28	12,175	21,872	0.385577	null	null	null
ACU	2015-09-04	21,714	38,977	0.379849	0.958485	0.041515	0
ACU	2015-09-11	5,125	7,847	0.498615	1	0	0
ACU	2015-09-18	5,370	17,083	0.383199	null	null	null
ACU	2015-09-25	6,616	11,641	0.540922	0.929342	0.053114	0.017544
ACU	2015-10-02	5,577	9,013	0.528113	0.95737	0.04263	0
ACU	2015-10-09	16,090	24,575	0.802168	0.97148	0.02852	0
ACU	2015-10-16	7,265	13,297	0.436191	1	0	0
ACU	2015-10-23	9,858	19,982	0.417927	0.975397	0.024603	0
ACU	2015-10-30	10,528	23,113	0.434249	0.946836	0.053164	0
ACU	2015-11-06	10,161	25,121	0.476152	0.75211	0.205915	0.041975
ACU	2015-11-13	11,274	17,937	0.67083	0.98533	0	0.01467
ACU	2015-11-20	7,211	11,175	0.556468	0.917766	0.082234	0
ACU	2015-11-27	4,056	7,536	0.363803	null	null	null
ACU	2015-12-04	6,329	16,229	0.455293	0.841439	0.158561	0
ACU	2015-12-11	169,462	302,996	null	null	null	null
ACU	2015-12-18	10,979	32,094	0.425079	0.924756	0.075244	0
ACU	2015-12-25	1,220	17,552	0.106921	0.969512	0.030488	0
ACU	2016-01-01	6,105	24,783	0.428604	0.824454	0.156129	0.019417
ACU	2016-01-08	5,984	15,577	0.441438	0.816798	0.126864	0.056338
ACU	2016-01-15	7,514	17,698	null	null	null	null
ACU	2016-01-22	8,698	19,252	0.273648	0.805192	0.012195	0.182613
ACU	2016-01-29	19,377	34,638	0.480155	0.947047	0.036289	0.016664
ACU	2016-02-05	22,986	52,806	0.473144	0.963777	0.029318	0.006905
ACU	2016-02-12	2,226	11,111	null	1	0	0
ACU	2016-02-19	563	3,322	0.239807	1	0	0
ACU	2016-02-26	3,850	53,166	0.41601	0.828013	0.160571	0.011416
ACU	2016-03-04	8,549	19,159	0.475051	0.967757	0.032243	0
ACU	2016-03-11	3,265	8,060	0.489743	0.783512	0.216488	0
ACU	2016-03-18	5,090	11,546	0.542515	0.926741	0.065643	0.007616
ACU	2016-03-25	7,462	15,778	0.586777	0.905894	0.05837	0.035736
ACU	2016-04-01	5,516	9,432	0.595494	0.949265	0.029602	0.021134
ACU	2016-04-08	3,196	8,918	0.415698	0.863068	0.068466	0.068466
ACU	2016-04-15	1,724	5,523	0.223713	null	null	null
ACU	2016-04-22	11,197	17,839	0.661816	0.876698	0.123302	0
ACU	2016-04-29	4,092	9,519	null	null	null	null
ACU	2016-05-06	4,466	10,191	null	0.956878	0.043122	0
ACU	2016-05-13	318	2,786	null	null	null	null
ACU	2016-05-20	2,127	9,660	null	null	null	null
ACU	2016-05-27	7,443	14,305	0.681693	0.988612	0.011388	0
ACU	2016-06-03	3,335	9,686	0.574295	0.638102	0.278565	0.083333
ACU	2016-06-10	5,845	9,568	0.615108	0.969674	0.030326	0
ACU	2016-06-17	3,950	15,989	0.524022	0.738791	0.161693	0.099516
ACU	2016-06-24	1,961	5,661	0.527189	0.939577	0.060423	0
ACU	2016-07-01	9,692	22,742	0.389235	0.810636	0.126184	0.06318
ACU	2016-07-08	4,054	20,449	0.39178	0.957078	0.042922	0
ACU	2016-07-15	3,979	26,201	null	null	null	null
ACU	2016-07-22	9,732	40,604	0.163961	0.979026	0.020974	0
ACU	2016-07-29	8,387	22,157	0.401133	1	0	0
ACU	2016-08-05	2,149	9,959	0.400354	1	0	0
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

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