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
ACT	2023-11-24	17,115	36,280	0.457958	0.028124	0.932464	0.039412
ACT	2023-12-01	32,078	73,800	0.439646	0.010821	0.973553	0.015626
ACT	2023-12-08	27,771	60,956	0.443888	0.014676	0.960378	0.024946
ACT	2023-12-15	42,844	97,375	0.418977	0.024305	0.954606	0.021089
ACT	2023-12-22	40,499	106,276	0.312466	0.021755	0.883719	0.094526
ACT	2023-12-29	12,004	32,215	0.309027	0.023796	0.966368	0.009837
ACT	2024-01-05	21,273	52,827	0.379829	0.036032	0.948146	0.015822
ACT	2024-01-12	66,203	135,863	0.476855	0.023043	0.934494	0.042463
ACT	2024-01-19	32,610	78,541	0.421825	0.031028	0.890649	0.078322
ACT	2024-01-26	48,358	210,006	0.29853	0.016757	0.864352	0.118891
ACT	2024-02-02	49,046	146,320	0.32097	0.027907	0.943313	0.02878
ACT	2024-02-09	89,389	218,217	0.355264	0.060331	0.878175	0.061494
ACT	2024-02-16	73,214	165,357	0.383764	0.018471	0.933392	0.048137
ACT	2024-02-23	35,203	87,871	0.408371	0.040812	0.867165	0.092024
ACT	2024-03-01	39,009	106,968	0.417941	0.04519	0.876152	0.078658
ACT	2024-03-08	72,919	159,000	0.438371	0.011708	0.937488	0.050804
ACT	2024-03-15	82,016	120,927	0.634148	0.020205	0.830625	0.14917
ACT	2024-03-22	63,415	202,191	0.432981	0.014549	0.913122	0.072329
ACT	2024-03-29	15,906	53,347	0.354684	0.024449	0.874448	0.101103
ACT	2024-04-05	36,887	99,092	0.496868	0.034742	0.879138	0.08612
ACT	2024-04-12	44,923	106,341	0.521361	0.044777	0.884799	0.070424
ACT	2024-04-19	42,005	110,635	0.455781	0.065712	0.850167	0.084121
ACT	2024-04-26	30,664	81,047	0.42899	0.016282	0.830014	0.153703
ACT	2024-05-03	54,431	130,365	0.372566	0.039631	0.758846	0.201523
ACT	2024-05-10	37,305	105,893	0.415847	0.013403	0.87519	0.111407
ACT	2024-05-17	15,310	58,429	0.318741	0.040999	0.86706	0.091941
ACT	2024-05-24	40,610	96,607	0.459338	0.013721	0.83272	0.153559
ACT	2024-05-31	15,235	46,114	0.428481	0.029779	0.79118	0.17904
ACT	2024-06-07	23,082	80,004	0.321767	0.014376	0.702879	0.282745
ACT	2024-06-14	21,850	75,093	0.318735	0.015323	0.747715	0.236963
ACT	2024-06-21	14,865	46,303	0.330886	0.025512	0.844237	0.130251
ACT	2024-06-28	18,070	56,336	0.438136	0.098342	0.668948	0.23271
ACT	2024-07-05	25,968	56,005	0.476861	0.039837	0.662879	0.297284
ACT	2024-07-12	30,478	93,068	0.434719	0.013423	0.749141	0.237436
ACT	2024-07-19	30,801	73,949	0.530119	0.053318	0.599618	0.347064
ACT	2024-07-26	20,807	63,675	0.270848	0.017361	0.729422	0.253217
ACT	2024-08-02	36,381	84,344	0.440658	0.018084	0.67196	0.309956
ACT	2024-08-09	33,573	66,548	0.538771	0.05586	0.829995	0.114145
ACT	2024-08-16	26,741	65,403	0.422492	0.040723	0.907005	0.052272
ACT	2024-08-23	54,543	82,516	0.568839	0.056424	0.826388	0.117188
ACT	2024-08-30	39,681	68,888	0.723575	0.068973	0.823063	0.107964
ACT	2024-09-06	41,159	67,926	0.63779	0.041936	0.841395	0.116669
ACT	2024-09-13	53,188	78,266	0.754738	0.036285	0.890351	0.073364
ACT	2024-09-20	65,424	103,710	0.657877	0.031395	0.787498	0.181107
ACT	2024-09-27	77,364	114,201	0.552124	0.022844	0.946063	0.031093
ACT	2024-10-04	54,077	82,037	0.623667	0.02274	0.893249	0.084011
ACT	2024-10-11	34,539	92,741	0.424154	0.023138	0.93093	0.045932
ACT	2024-10-18	37,235	76,104	0.588239	0.047462	0.950208	0.002329
ACT	2024-10-25	52,761	88,008	0.626094	0.023297	0.97355	0.003153
ACT	2024-11-01	89,922	341,259	0.449073	0.028735	0.961481	0.009784
ACT	2024-11-08	67,066	188,001	0.359188	0.050083	0.895489	0.054428
ACT	2024-11-15	33,646	121,347	0.362477	0.03879	0.951644	0.009566
ACT	2024-11-22	31,817	93,242	0.426738	0.039385	0.954308	0.006307
ACT	2024-11-29	17,998	52,564	0.48853	0.034373	0.959843	0.005784
ACT	2024-12-06	43,460	109,582	0.458531	0.042593	0.903819	0.053588
ACT	2024-12-13	39,229	100,790	0.462661	0.091294	0.899016	0.00969
ACT	2024-12-20	40,194	97,613	0.321176	0.021771	0.879291	0.098938
ACT	2024-12-27	16,517	35,206	0.542485	0.038552	0.93166	0.029789
ACT	2025-01-03	16,988	42,643	0.412345	0.051519	0.944342	0.004138
ACT	2025-01-10	16,652	52,160	0.284386	0.043347	0.956653	0
ACT	2025-01-17	45,325	111,449	0.41654	0.040493	0.950487	0.00902
ACT	2025-01-24	34,741	68,930	0.52088	0.075272	0.922046	0.002682
ACT	2025-01-31	41,979	74,466	0.529747	0.026395	0.951	0.022605
ACT	2025-02-07	47,550	88,391	0.497968	0.03027	0.936598	0.033133
ACT	2025-02-14	39,758	65,630	0.518481	0.019872	0.974239	0.005889
ACT	2025-02-21	30,115	66,703	0.525313	0.036391	0.938698	0.024911
ACT	2025-02-28	56,866	105,027	0.539997	0.05055	0.948652	0.000798
ACT	2025-03-07	34,956	68,948	0.379416	0.023384	0.975421	0.001195
ACT	2025-03-14	38,300	89,531	0.46864	0.018944	0.972264	0.008792
ACT	2025-03-21	31,716	70,089	0.498398	0.073975	0.926025	0
ACT	2025-03-28	30,266	58,200	0.541238	0.042074	0.955916	0.002011
ACT	2025-04-04	17,622	35,050	0.612916	0.027952	0.964997	0.007051
ACTG	2011-01-07	169,722	369,015	0.456763	0.440651	0.488243	0.071106
ACTG	2011-01-14	219,600	475,416	0.50991	0.335299	0.611322	0.053379
ACTG	2011-01-21	269,139	552,648	0.519078	0.258151	0.643539	0.09831
ACTG	2011-01-28	151,942	435,562	0.409403	0.187798	0.709534	0.102668
ACTG	2011-02-04	194,803	455,708	0.476585	0.215541	0.730962	0.053497
ACTG	2011-02-11	135,415	311,132	0.520773	0.324655	0.577745	0.0976
ACTG	2011-02-18	137,982	316,493	0.436246	0.242302	0.622707	0.134991
ACTG	2011-02-25	380,799	943,089	0.429988	0.324652	0.615532	0.059816
ACTG	2011-03-04	529,982	1,140,214	0.527105	0.335756	0.53089	0.133354
ACTG	2011-03-11	442,937	947,530	0.49938	0.311417	0.639826	0.048756
ACTG	2011-03-18	241,858	536,765	0.49997	0.368037	0.600658	0.031305
ACTG	2011-03-25	277,296	978,256	0.526486	0.390757	0.553667	0.055576
ACTG	2011-04-01	295,208	860,140	0.40755	0.315837	0.597767	0.086396
ACTG	2011-04-08	372,122	846,602	0.466539	0.268071	0.692863	0.039065
ACTG	2011-04-15	274,971	606,250	0.470951	0.176536	0.763086	0.060378
ACTG	2011-04-22	298,966	610,910	0.592675	0.269388	0.683036	0.047577
ACTG	2011-04-29	364,922	861,298	0.473774	0.230627	0.725654	0.043719
ACTG	2011-05-06	362,325	721,812	0.566085	0.326508	0.620271	0.053221
ACTG	2011-05-13	265,582	499,421	0.563043	0.217729	0.666969	0.115302
ACTG	2011-05-20	556,888	882,973	0.573659	0.18852	0.750891	0.060588
ACTG	2011-05-27	293,684	521,572	0.580696	0.173803	0.761379	0.064818
ACTG	2011-06-03	298,892	563,925	0.50672	0.284811	0.656451	0.058738
ACTG	2011-06-10	283,613	537,859	0.562344	0.275437	0.652306	0.072258
ACTG	2011-06-17	236,154	483,557	0.544643	0.305745	0.570359	0.123896
ACTG	2011-06-24	190,791	422,393	0.517316	0.2286	0.693036	0.078364
ACTG	2011-07-01	226,414	495,611	0.503644	0.226372	0.707974	0.065653
ACTG	2011-07-08	164,414	308,733	0.606638	0.286115	0.637419	0.076466
ACTG	2011-07-15	214,288	370,054	0.618104	0.28145	0.642792	0.075757

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