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
AAME	2016-05-27	5,673	11,960	0.647864	0.778841	0.20073	0.020429
AAME	2016-06-03	5,680	10,434	0.678358	0.8829	0.053534	0.063567
AAME	2016-06-10	1,358	2,628	0.468463	null	null	null
AAME	2016-06-17	4,036	7,563	0.569296	0.848422	0.127188	0.02439
AAME	2016-06-24	2,872	4,857	0.61722	1	0	0
AAME	2016-07-01	2,996	16,556	0.219612	0.780284	0.190476	0.02924
AAME	2016-07-08	502	2,243	0.23521	null	null	null
AAME	2016-07-15	106	316	0.75	0.5	0.5	0
AAME	2016-07-22	0	100	0	null	null	null
AAME	2016-07-29	1,217	4,148	0.517261	0.835391	0.164609	0
AAME	2016-08-05	1,320	3,407	0.495606	0.416667	0.583333	0
AAME	2016-08-12	945	6,287	0.071234	null	null	null
AAME	2016-08-26	98,594	226,713	0.423451	0.564141	0.431746	0.004114
AAME	2016-09-02	11,025	25,880	0.534071	0.814923	0.154569	0.030508
AAME	2016-09-09	19,820	43,151	0.538678	0.828638	0.164578	0.006783
AAME	2016-09-16	9,706	17,321	0.608297	0.66754	0.325579	0.006881
AAME	2016-09-23	8,953	18,361	0.379185	null	null	null
AAME	2016-09-30	4,471	14,915	0.367037	0.854424	0.145576	0
AAME	2016-10-07	11,265	14,285	0.667006	0.87929	0.12071	0
AAME	2016-10-14	9,291	15,867	0.581666	0.874914	0.125086	0
AAME	2016-10-21	14,880	24,378	0.648141	0.86391	0.132924	0.003166
AAME	2016-10-28	4,855	10,221	0.528364	0.850775	0.149225	0
AAME	2016-11-04	3,190	6,423	0.349811	null	null	null
AAME	2016-11-11	2,641	4,215	0.598594	null	null	null
AAME	2016-11-18	1,901	5,324	0.382895	0.947368	0	0.052632
AAME	2016-11-25	9,175	16,287	0.284458	null	null	null
AAME	2016-12-02	3,920	5,567	0.688252	0.959637	0.040363	0
AAME	2016-12-09	2,983	4,760	0.503994	1	0	0
AAME	2016-12-16	2,330	10,712	0.409013	null	null	null
AAME	2016-12-23	3,823	5,983	0.67686	1	0	0
AAME	2016-12-30	17,124	45,497	0.50422	0.984157	0.015843	0
AAME	2017-01-06	10,128	21,609	0.409519	1	0	0
AAME	2017-01-13	8,876	15,327	0.545568	null	null	null
AAME	2017-01-20	10,854	28,045	0.30264	0.94774	0.019108	0.033153
AAME	2017-01-27	10,723	18,361	0.607129	0.994662	0.005338	0
AAME	2017-02-03	3,901	8,206	0.4743	0.87716	0.084731	0.03811
AAME	2017-02-10	3,029	4,254	0.821056	0.790351	0.109649	0.1
AAME	2017-02-17	13,737	34,002	0.412364	0.947105	0.052895	0
AAME	2017-02-24	304	2,742	0.397505	1	0	0
AAME	2017-03-03	1,068	9,178	0.264555	1	0	0
AAME	2017-03-10	4,380	9,263	0.705942	0.988139	0.011861	0
AAME	2017-03-17	3,847	8,094	0.639074	0.894716	0.105284	0
AAME	2017-03-24	1,876	5,780	0.415466	0.802372	0.197628	0
AAME	2017-03-31	4,317	8,829	0.630699	1	0	0
AAME	2017-04-07	3,418	8,634	0.408127	0.857273	0.142727	0
AAME	2017-04-14	1,956	5,882	0.330781	1	0	0
AAME	2017-04-21	3,290	7,851	0.447163	0.953632	0	0.046368
AAME	2017-04-28	69	2,055	0.195467	1	0	0
AAME	2017-05-05	4,258	12,163	0.483743	0.901478	0.098522	0
AAME	2017-05-12	261	2,030	0.470578	0.90678	0.09322	0
AAME	2017-05-19	1,681	6,229	0.318091	null	null	null
AAME	2017-05-26	2,085	3,853	0.616822	0.92126	0.07874	0
AAME	2017-06-02	2,246	6,584	0.44863	0.748398	0.251602	0
AAME	2017-06-09	1,766	8,722	0.473749	0.740891	0.259109	0
AAME	2017-06-16	4,468	8,949	0.490107	0.87396	0.12604	0
AAME	2017-06-23	2,045	5,520	0.572561	0.920319	0.079681	0
AAME	2017-06-30	3,372	5,970	0.619091	0.91279	0.07591	0.011299
AAME	2017-07-07	2,593	5,667	0.383154	0.934072	0.065928	0
AAME	2017-07-14	3,615	6,328	0.725588	0.564631	0.435369	0
AAME	2017-07-21	1,237	2,633	0.317405	1	0	0
AAME	2017-07-28	1,666	5,127	0.569719	0.964521	0.035479	0
AAME	2017-08-04	420	1,852	0.518757	null	null	null
AAME	2017-08-11	1,864	3,651	0.575944	null	null	null
AAME	2017-08-18	1,554	1,940	0.95471	0.926459	0.073541	0
AAME	2017-08-25	869	2,666	0.704292	0.931741	0.068259	0
AAME	2017-09-01	5,924	11,062	0.714574	0.923487	0.076513	0
AAME	2017-09-08	4,980	8,582	0.676559	0.768009	0.231991	0
AAME	2017-09-15	2,299	3,808	0.821636	0.560016	0.415046	0.024938
AAME	2017-09-22	5,989	8,459	0.632022	0.668421	0.175	0.156579
AAME	2017-09-29	4,919	5,957	0.846212	0.64567	0.35433	0
AAME	2017-10-06	10,834	30,420	0.574344	0.970751	0.029249	0
AAME	2017-10-13	4,513	9,033	0.704569	1	0	0
AAME	2017-10-20	3,386	9,215	0.423395	0.74517	0.25483	0
AAME	2017-10-27	6,838	16,117	0.535301	0.907263	0.092737	0
AAME	2017-11-03	5,732	10,236	0.501991	0.992123	0.007877	0
AAME	2017-11-10	789	3,400	0.600086	0.818182	0.181818	0
AAME	2017-11-17	1,651	2,773	0.715521	0.749109	0.250891	0
AAME	2017-11-24	5,697	5,933	0.862697	0.972678	0.027322	0
AAME	2017-12-01	9,629	17,298	0.555136	null	null	null
AAME	2017-12-08	5,136	7,891	0.716041	0.930149	0.069851	0
AAME	2017-12-15	23,972	36,714	0.626418	0.94809	0.05191	0
AAME	2017-12-22	12,482	15,930	0.662529	0.93509	0.06491	0
AAME	2017-12-29	7,823	17,751	0.511566	0.883133	0.116867	0
AAME	2018-01-05	4,462	30,204	0.392337	0.972707	0.027293	0
AAME	2018-01-12	9,341	15,772	0.686629	0.951726	0.043703	0.004571
AAME	2018-01-19	7,126	11,302	0.604564	0.985169	0.007415	0.007415
AAME	2018-01-26	2,314	4,664	0.428868	null	null	null
AAME	2018-02-02	5,339	8,408	0.84338	1	0	0
AAME	2018-02-09	4,367	9,898	0.43515	0.916326	0.083674	0
AAME	2018-02-16	2,230	4,808	0.762806	0.791477	0.208523	0
AAME	2018-02-23	17	1,203	0.500388	1	0	0
AAME	2018-03-02	4,617	4,819	0.962934	0.967763	0.032237	0
AAME	2018-03-09	2,777	4,944	0.569241	0.695603	0.237653	0.066745
AAME	2018-03-16	3,904	7,238	0.817659	0.46857	0.451526	0.079904
AAME	2018-03-23	1,407	2,420	0.852731	0.758193	0.241807	0
AAME	2018-03-30	387	641	0.781544	1	0	0
AAME	2018-04-06	201	1,213	0.685946	null	null	null
AAME	2018-04-13	1,977	8,120	0.68628	1	0	0
AAME	2018-04-20	3,336	9,669	0.626733	1	0	0
AAME	2018-04-27	3,367	10,497	0.446996	0.762497	0.094652	0.142851

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