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	2014-09-12	10,199	18,095	null	0.837535	0.162465	0
ACU	2014-09-19	7,729	19,646	null	1	0	0
ACU	2014-09-26	8,149	29,626	0.364117	0.699944	0.294068	0.005988
ACU	2014-10-03	3,890	12,149	0.265617	null	null	null
ACU	2014-10-10	2,415	12,170	0.142673	null	null	null
ACU	2014-10-17	19,692	46,039	0.508954	0.961965	0.032614	0.005421
ACU	2014-10-24	8,316	16,649	0.434952	0.868277	0.131723	0
ACU	2014-10-31	20,368	45,739	0.573736	0.735711	0.244845	0.019444
ACU	2014-11-07	2,482	6,653	0.611522	1	0	0
ACU	2014-11-14	3,334	10,525	0.443714	null	null	null
ACU	2014-11-21	6,222	15,320	0.449375	0.919697	0.080303	0
ACU	2014-11-28	1,930	8,710	null	null	null	null
ACU	2014-12-05	8,781	16,347	0.697313	0.992299	0.007701	0
ACU	2014-12-12	554	2,345	0.194776	1	0	0
ACU	2014-12-19	10,417	22,808	0.430309	0.904869	0.095131	0
ACU	2014-12-26	1,837	8,053	0.209507	null	null	null
ACU	2015-01-02	16,411	43,238	0.416815	0.74263	0.18017	0.077199
ACU	2015-01-09	15,568	41,210	0.450507	0.673546	0.262289	0.064165
ACU	2015-01-16	15,123	28,775	0.715455	0.867705	0.08849	0.043805
ACU	2015-01-23	8,105	21,778	0.640586	0.769243	0.230757	0
ACU	2015-01-30	8,033	16,137	0.36971	0.967716	0.029594	0.00269
ACU	2015-02-06	21,602	44,489	null	null	null	null
ACU	2015-02-13	12,129	27,516	0.363255	null	null	null
ACU	2015-02-20	39,704	64,062	0.671583	0.940136	0.059197	0.000668
ACU	2015-02-27	12,643	27,787	0.603005	0.970888	0	0.029112
ACU	2015-03-06	11,639	21,074	0.518684	0.734776	0.23701	0.028214
ACU	2015-03-13	8,630	16,476	0.633183	0.939093	0.027574	0.033333
ACU	2015-03-20	13,593	31,880	0.489684	0.948644	0.016634	0.034722
ACU	2015-03-27	4,083	11,344	null	null	null	null
ACU	2015-04-03	2,151	3,242	null	null	null	null
ACU	2015-04-10	11,839	24,148	0.456442	0.983385	0.013822	0.002793
ACU	2015-04-17	19,780	50,371	0.536265	0.942371	0.055464	0.002165
ACU	2015-04-24	6,552	20,492	0.348696	0.952397	0.021345	0.026258
ACU	2015-05-01	2,797	6,627	null	0.936674	0.063326	0
ACU	2015-05-08	9,065	15,095	null	1	0	0
ACU	2015-05-15	7,983	24,980	null	0.963957	0.025707	0.010336
ACU	2015-05-22	7,148	14,309	0.280102	0.973283	0.026717	0
ACU	2015-05-29	2,372	10,477	0.431923	0.886109	0.113891	0
ACU	2015-06-05	2,080	26,100	0.228052	0.955556	0.044444	0
ACU	2015-06-12	1,834	36,826	0.096311	1	0	0
ACU	2015-06-19	3,443	12,907	0.285477	0.937737	0.062263	0
ACU	2015-06-26	6,462	14,182	0.31429	1	0	0
ACU	2015-07-03	4,363	7,123	0.436191	null	null	null
ACU	2015-07-10	3,771	7,667	null	null	null	null
ACU	2015-07-17	8,772	11,463	0.72586	0.937673	0.062327	0
ACU	2015-07-24	7,522	12,422	0.438399	1	0	0
ACU	2015-07-31	5,974	12,266	0.387729	null	null	null
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

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