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
ACHV	2024-11-01	7,970	9,964	0.880912	0.166116	0.833884	0
ACHV	2024-11-08	13,773	23,761	0.636739	0.007812	0.974759	0.017429
ACHV	2024-11-15	41,670	65,352	0.655771	0.088216	0.911784	0
ACHV	2024-11-22	21,574	27,260	0.741736	0.131406	0.868594	0
ACHV	2024-11-29	12,514	18,229	0.727738	0.171846	0.828154	0
ACHV	2024-12-06	35,698	45,984	0.779249	0.08457	0.91205	0.00338
ACHV	2024-12-13	37,410	58,095	0.617682	0.093831	0.906169	0
ACHV	2024-12-20	24,249	66,634	0.614321	0.171888	0.828112	0
ACHV	2024-12-27	10,265	16,872	0.757383	0.060336	0.936628	0.003036
ACHV	2025-01-03	59,624	72,001	0.684584	0.079575	0.920425	0
ACHV	2025-01-10	28,101	79,039	0.458184	0.129256	0.870744	0
ACHV	2025-01-17	38,373	50,424	0.797502	0.08489	0.914565	0.000544
ACHV	2025-01-24	37,248	85,645	0.510459	0.052964	0.947036	0
ACHV	2025-01-31	30,261	61,492	0.581878	0.130396	0.867176	0.002428
ACHV	2025-02-07	30,000	41,381	0.698163	0.115842	0.88011	0.004048
ACHV	2025-02-14	74,174	97,978	0.809324	0.085531	0.887697	0.026772
ACHV	2025-02-21	17,257	27,375	0.601608	0.141129	0.858871	0
ACHV	2025-02-28	28,285	41,284	0.77893	0.135224	0.86475	0.000026
ACHV	2025-03-07	35,027	48,687	0.761675	0.134282	0.863982	0.001737
ACHV	2025-03-14	38,535	64,358	0.785312	0.099244	0.89334	0.007416
ACHV	2025-03-21	32,904	44,556	0.769568	0.138304	0.861696	0
ACHV	2025-03-28	26,182	38,690	0.72076	0.040766	0.959234	0
ACHV	2025-04-04	15,324	17,252	0.835851	0.072124	0.927876	0
ACI	2011-01-07	7,457,114	12,358,629	0.648215	0.104694	0.825638	0.069667
ACI	2011-01-14	12,024,108	20,169,221	0.625996	0.116718	0.829707	0.053575
ACI	2011-01-21	9,505,794	17,274,729	0.592821	0.155802	0.769722	0.074476
ACI	2011-01-28	10,018,149	17,968,500	0.613249	0.135487	0.772264	0.092249
ACI	2011-02-04	7,917,637	13,196,676	0.643738	0.134502	0.787796	0.077702
ACI	2011-02-11	4,773,581	9,152,846	0.588935	0.139455	0.790284	0.070261
ACI	2011-02-18	5,318,211	10,588,579	0.559271	0.157776	0.711844	0.13038
ACI	2011-02-25	3,929,712	8,538,489	0.501065	0.15914	0.772748	0.068112
ACI	2011-03-04	7,203,455	11,908,116	0.643186	0.159135	0.707341	0.133525
ACI	2011-03-11	5,443,065	10,353,565	0.601045	0.158174	0.783863	0.057963
ACI	2011-03-18	10,311,958	17,991,076	0.618464	0.118123	0.832238	0.049639
ACI	2011-03-25	5,762,426	10,758,466	0.585467	0.131575	0.794562	0.073863
ACI	2011-04-01	5,307,796	10,524,399	0.543616	0.132561	0.80362	0.063819
ACI	2011-04-08	4,604,238	10,252,952	0.532797	0.129378	0.809193	0.061429
ACI	2011-04-15	6,419,161	11,395,760	0.581396	0.119402	0.830552	0.050046
ACI	2011-04-22	3,645,987	6,860,850	0.56594	0.16154	0.793406	0.045054
ACI	2011-04-29	5,939,047	10,942,647	0.572126	0.173783	0.776312	0.049905
ACI	2011-05-06	7,379,708	16,284,705	0.484062	0.156587	0.802517	0.040895
ACI	2011-05-13	6,892,620	12,763,008	0.550454	0.134738	0.760377	0.104885
ACI	2011-05-20	6,276,988	11,716,976	0.577321	0.190853	0.746954	0.062193
ACI	2011-05-27	5,000,210	10,387,514	0.509168	0.186925	0.750583	0.062492
ACI	2011-06-03	20,721,497	42,324,691	0.611668	0.130527	0.828625	0.040848
ACI	2011-06-10	9,780,763	22,810,851	0.488315	0.137703	0.799213	0.063084
ACI	2011-06-17	12,553,537	24,428,036	0.540748	0.14375	0.797461	0.058789
ACI	2011-06-24	8,826,174	17,472,517	0.564321	0.150316	0.773025	0.07666
ACI	2011-07-01	6,726,633	15,027,537	0.512409	0.143098	0.782612	0.074289
ACI	2011-07-08	4,187,977	8,711,143	0.522421	0.150026	0.772589	0.077385
ACI	2011-07-15	7,163,944	14,239,743	0.539629	0.161975	0.735319	0.102707
ACI	2011-07-22	8,673,075	17,880,400	0.511772	0.153259	0.667078	0.179663
ACI	2011-07-29	8,659,510	20,489,046	0.489631	0.135971	0.735957	0.128071
ACI	2011-08-05	9,774,297	22,006,466	0.508447	0.143315	0.787014	0.069671
ACI	2011-08-12	15,255,931	30,317,284	0.534443	0.158265	0.771965	0.06977
ACI	2011-08-19	8,933,334	19,817,286	0.479316	0.15626	0.763337	0.080403
ACI	2011-08-26	9,052,512	16,019,496	0.606185	0.195799	0.721714	0.082486
ACI	2011-09-02	8,145,064	14,945,463	0.586865	0.1867	0.74137	0.07193
ACI	2011-09-09	8,558,763	13,820,996	0.670042	0.138564	0.672648	0.188789
ACI	2011-09-16	9,913,268	15,688,678	0.648452	0.141869	0.751514	0.106617
ACI	2011-09-23	12,812,575	27,727,978	0.496463	0.125904	0.6807	0.193396
ACI	2011-09-30	13,559,423	22,145,076	0.630676	0.221467	0.689886	0.088647
ACI	2011-10-07	17,029,365	26,478,534	0.670071	0.168562	0.756261	0.075177
ACI	2011-10-14	10,735,790	18,387,840	0.628492	0.180891	0.673432	0.145677
ACI	2011-10-21	9,961,102	16,288,302	0.633532	0.193665	0.723422	0.082914
ACI	2011-10-28	13,710,121	25,775,007	0.564747	0.179639	0.674889	0.145472
ACI	2011-11-04	9,184,707	21,018,295	0.481548	0.169179	0.759439	0.071382
ACI	2011-11-11	9,060,459	15,355,903	0.622288	0.21132	0.713056	0.075624
ACI	2011-11-18	10,118,818	16,815,506	0.660834	0.238756	0.687023	0.074221
ACI	2011-11-25	8,288,451	13,083,915	0.66824	0.236008	0.665424	0.098568
ACI	2011-12-02	11,182,019	19,317,627	0.619982	0.207426	0.710718	0.081857
ACI	2011-12-09	8,674,649	16,580,083	0.574648	0.182004	0.67669	0.141306
ACI	2011-12-16	9,920,819	15,215,142	0.691227	0.204993	0.710514	0.084493
ACI	2011-12-23	8,087,626	13,334,941	0.620425	0.212021	0.713126	0.074852
ACI	2011-12-30	3,726,712	6,776,059	0.587559	0.163917	0.741057	0.095026
ACI	2012-01-06	6,439,039	11,847,659	0.608717	0.177436	0.708268	0.114297
ACI	2012-01-13	11,283,702	18,808,627	0.643087	0.174155	0.748266	0.077579
ACI	2012-01-20	8,042,461	15,201,994	0.581385	0.219855	0.711413	0.068733
ACI	2012-01-27	10,008,889	18,324,635	0.601701	0.205568	0.724314	0.070118
ACI	2012-02-03	12,005,832	18,952,166	0.677123	0.211572	0.727305	0.061124
ACI	2012-02-10	13,924,165	22,784,720	0.624542	0.200054	0.682254	0.117693
ACI	2012-02-17	19,900,124	28,624,386	0.70563	0.211533	0.727523	0.060944
ACI	2012-02-24	11,252,882	15,805,753	0.714127	0.230351	0.697966	0.071683
ACI	2012-03-02	11,732,176	18,759,962	0.666398	0.286363	0.658534	0.055103
ACI	2012-03-09	13,184,429	23,063,320	0.611278	0.229956	0.714288	0.055756
ACI	2012-03-16	14,233,809	25,729,297	0.600996	0.231296	0.703877	0.064827
ACI	2012-03-23	10,703,748	18,229,192	0.624732	0.202478	0.726813	0.070709
ACI	2012-03-30	13,715,081	22,908,248	0.607922	0.191841	0.754969	0.05319
ACI	2012-04-06	11,852,808	20,018,571	0.621756	0.19519	0.720804	0.084005
ACI	2012-04-13	20,894,399	33,243,864	0.657212	0.234259	0.693292	0.072449
ACI	2012-04-20	18,162,925	30,073,368	0.62591	0.251255	0.678656	0.070089
ACI	2012-04-27	11,861,441	22,138,012	0.567896	0.200546	0.73075	0.068704
ACI	2012-05-04	30,696,367	48,786,228	0.648139	0.229942	0.649766	0.120292
ACI	2012-05-11	29,332,475	45,132,855	0.671119	0.23746	0.698047	0.064493
ACI	2012-05-18	23,307,117	33,749,530	0.702352	0.208892	0.658821	0.132287
ACI	2012-05-25	17,760,946	33,329,205	0.561238	0.18764	0.74422	0.06814
ACI	2012-06-01	18,458,530	37,093,038	0.558716	0.209847	0.639711	0.150443
ACI	2012-06-08	13,040,286	25,317,724	0.536309	0.261653	0.681724	0.056623
ACI	2012-06-15	15,445,795	26,753,087	0.590939	0.244944	0.707898	0.047158
ACI	2012-06-22	25,781,074	37,552,173	0.695558	0.181199	0.73935	0.079451

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