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
ACMR	2011-07-15	4,372	47,572	0.20215	0.286586	0.680655	0.032759
ACMR	2011-07-22	18,220	193,945	0.125143	0.087932	0.81586	0.096207
ACMR	2011-07-29	30,011	129,592	0.208961	0.652762	0.333904	0.013333
ACMR	2011-08-05	47,771	452,511	0.111067	0.331586	0.664922	0.003491
ACMR	2011-08-12	14,750	460,198	0.161116	0.120295	0.850246	0.029459
ACMR	2011-08-19	41,619	183,572	0.178764	0.389933	0.508639	0.101429
ACMR	2011-08-26	8,000	101,671	0.05979	0.17204	0.820268	0.007692
ACMR	2011-09-02	28,273	92,978	0.277968	0.513617	0.410615	0.075768
ACMR	2011-09-09	20,950	48,450	0.291052	0.332516	0.494595	0.172888
ACMR	2011-09-16	4,635	27,876	0.20806	null	null	null
ACMR	2011-09-23	22,980	104,605	0.289832	0.292982	0.589044	0.117974
ACMR	2011-09-30	7,080	62,422	0.115371	null	null	null
ACMR	2011-10-07	1,955,407	7,299,731	0.251459	0.168556	0.715355	0.116089
ACMR	2011-10-14	404,085	921,463	0.493454	0.19383	0.58579	0.220381
ACMR	2011-10-21	114,891	410,289	0.448922	0.21234	0.630857	0.156803
ACMR	2011-10-28	208,394	483,085	0.445795	0.358531	0.399292	0.242177
ACMR	2011-11-04	49,858	107,199	0.679894	0.217556	0.580755	0.201689
ACMR	2011-11-11	54,583	230,217	0.4313	0.085698	0.547329	0.366973
ACMR	2011-11-18	43,803	249,302	0.255647	null	null	null
ACMR	2017-11-03	61,686	176,139	0.268932	0.957527	0.029991	0.012483
ACMR	2017-11-10	45,687	148,387	0.27363	0.960916	0.0266	0.012484
ACMR	2017-11-17	50,589	144,753	0.367895	0.985699	0.010314	0.003987
ACMR	2017-11-24	25,633	98,750	0.414781	0.947068	0.052157	0.000774
ACMR	2017-12-01	14,446	34,769	0.562003	0.887733	0.107385	0.004883
ACMR	2017-12-08	11,976	45,464	0.327385	0.877984	0.122016	0
ACMR	2017-12-15	29,381	75,418	0.340705	0.952813	0.042377	0.00481
ACMR	2017-12-22	50,403	96,872	0.407886	0.965218	0.034566	0.000216
ACMR	2017-12-29	13,266	61,365	0.393303	0.956401	0.043599	0
ACMR	2018-01-05	4,533	14,949	0.381141	0.930605	0.016181	0.053214
ACMR	2018-01-12	7,456	51,637	0.300946	0.924065	0.070221	0.005714
ACMR	2018-01-19	27,995	71,116	0.305859	0.660647	0.25186	0.087493
ACMR	2018-01-26	190,891	458,252	0.458125	0.965053	0.032109	0.002838
ACMR	2018-02-02	96,388	234,203	0.378534	0.967838	0.031752	0.00041
ACMR	2018-02-09	58,746	131,742	0.462974	0.932274	0.06768	0.000045
ACMR	2018-02-16	44,742	83,486	0.46685	0.966368	0.027545	0.006087
ACMR	2018-02-23	31,877	63,725	0.58687	0.895068	0.104932	0
ACMR	2018-03-02	28,111	63,852	0.65628	0.884413	0.114991	0.000597
ACMR	2018-03-09	922,029	1,892,887	0.527809	0.777551	0.120987	0.101462
ACMR	2018-03-16	171,301	387,648	0.605016	0.772506	0.127058	0.100436
ACMR	2018-03-23	172,314	354,876	0.575088	0.895878	0.06645	0.037672
ACMR	2018-03-30	49,861	82,696	0.569103	0.944819	0.05009	0.005091
ACMR	2018-04-06	47,107	102,105	0.490228	0.937461	0.059049	0.003489
ACMR	2018-04-13	53,114	157,597	0.43821	0.92499	0.073694	0.001317
ACMR	2018-04-20	101,087	150,436	0.590725	0.955313	0.043759	0.000928
ACMR	2018-04-27	82,547	136,786	0.597996	0.782664	0.122118	0.095219
ACMR	2018-05-04	27,913	51,388	0.495669	0.966279	0.031848	0.001872
ACMR	2018-05-11	84,476	179,272	0.441157	0.886756	0.106033	0.007211
ACMR	2018-05-18	26,358	77,180	0.390437	0.727497	0.270223	0.00228
ACMR	2018-05-25	44,887	122,226	0.354858	0.780578	0.214626	0.004796
ACMR	2018-06-01	152,170	380,261	0.358277	0.771974	0.222147	0.005879
ACMR	2018-06-08	91,235	176,650	0.557375	0.851502	0.134563	0.013935
ACMR	2018-06-15	158,068	301,937	0.481941	0.767839	0.220828	0.011334
ACMR	2018-06-22	237,723	414,153	0.589309	0.739646	0.231004	0.02935
ACMR	2018-06-29	192,227	276,018	0.834721	0.560974	0.41625	0.022776
ACMR	2018-07-06	123,924	168,514	0.784945	0.733504	0.257397	0.009099
ACMR	2018-07-13	109,376	175,476	0.648191	0.702776	0.284508	0.012716
ACMR	2018-07-20	68,174	131,815	0.657009	0.676551	0.31818	0.005269
ACMR	2018-07-27	87,433	169,473	0.681619	0.786864	0.201343	0.011794
ACMR	2018-08-03	123,514	234,879	0.64396	0.753403	0.239345	0.007252
ACMR	2018-08-10	171,533	340,495	0.671085	0.708429	0.281832	0.00974
ACMR	2018-08-17	86,886	174,109	0.630987	0.728099	0.264618	0.007282
ACMR	2018-08-24	34,322	92,332	0.480662	0.821371	0.177812	0.000817
ACMR	2018-08-31	59,225	208,441	0.540309	0.740903	0.234453	0.024643
ACMR	2018-09-07	23,905	49,239	0.543211	0.803113	0.179411	0.017476
ACMR	2018-09-14	70,937	143,347	0.538169	0.681861	0.287738	0.030401
ACMR	2018-09-21	20,460	50,141	0.555517	0.647766	0.330429	0.021805
ACMR	2018-09-28	37,906	71,646	0.631741	0.675639	0.300036	0.024325
ACMR	2018-10-05	80,241	107,440	0.711934	0.645063	0.350613	0.004324
ACMR	2018-10-12	75,708	99,134	0.763902	0.561715	0.434188	0.004097
ACMR	2018-10-19	47,875	62,774	0.756223	0.600927	0.39599	0.003083
ACMR	2018-10-26	40,955	81,752	0.590392	0.689897	0.300797	0.009306
ACMR	2018-11-02	25,034	43,045	0.654774	0.742156	0.257844	0
ACMR	2018-11-09	59,689	132,838	0.63531	0.778527	0.167702	0.05377
ACMR	2018-11-16	30,112	67,104	0.552118	0.634305	0.303954	0.061741
ACMR	2018-11-23	16,636	40,712	0.586063	0.779979	0.181156	0.038866
ACMR	2018-11-30	29,348	63,089	0.545631	0.697928	0.27524	0.026831
ACMR	2018-12-07	27,773	51,943	0.628716	0.599607	0.316254	0.08414
ACMR	2018-12-14	8,129	13,825	0.700412	0.56288	0.331112	0.106008
ACMR	2018-12-21	32,403	67,805	0.65634	0.666672	0.290949	0.04238
ACMR	2018-12-28	27,946	68,801	0.410985	0.629936	0.286771	0.083294
ACMR	2019-01-04	20,897	52,875	0.446681	0.569865	0.384127	0.046008
ACMR	2019-01-11	19,306	48,669	0.498599	0.66766	0.212471	0.119868
ACMR	2019-01-18	12,254	39,050	0.643445	0.723391	0.261916	0.014693
ACMR	2019-01-25	29,535	72,815	0.566732	0.703799	0.238862	0.057339
ACMR	2019-02-01	29,324	84,743	0.648538	0.640066	0.307038	0.052896
ACMR	2019-02-08	18,713	59,704	0.509191	0.620989	0.311325	0.067686
ACMR	2019-02-15	36,167	115,215	0.481032	0.62759	0.271063	0.101347
ACMR	2019-02-22	108,935	247,662	0.577046	0.701895	0.195826	0.10228
ACMR	2019-03-01	34,294	63,832	0.592044	0.639041	0.215023	0.145936
ACMR	2019-03-08	166,710	353,437	0.598722	0.717537	0.257518	0.024945
ACMR	2019-03-15	190,771	345,600	0.603864	0.728085	0.237515	0.0344
ACMR	2019-03-22	511,467	1,062,609	0.620332	0.684057	0.246353	0.06959
ACMR	2019-03-29	150,258	286,572	0.586759	0.681776	0.251022	0.067202
ACMR	2019-04-05	113,793	196,638	0.647797	0.708712	0.21776	0.073527
ACMR	2019-04-12	81,513	150,909	0.645923	0.623959	0.283255	0.092786
ACMR	2019-04-19	234,096	531,878	0.540391	0.635373	0.283809	0.080817
ACMR	2019-04-26	189,575	454,027	0.611476	0.697228	0.22542	0.077351
ACMR	2019-05-03	109,971	193,977	0.663403	0.740535	0.221229	0.038236
ACMR	2019-05-10	178,600	364,633	0.569615	0.717977	0.194704	0.087319
ACMR	2019-05-17	212,395	461,455	0.565099	0.753295	0.209251	0.037454

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