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
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
ACTG	2011-07-22	797,913	1,475,867	0.563721	0.357976	0.447215	0.194808
ACTG	2011-07-29	615,515	1,075,433	0.617903	0.280137	0.568789	0.151074
ACTG	2011-08-05	766,830	1,251,066	0.635296	0.444156	0.502791	0.053053
ACTG	2011-08-12	587,237	1,212,442	0.520397	0.322627	0.591397	0.085976
ACTG	2011-08-19	499,236	1,079,401	0.518386	0.285421	0.64408	0.070499
ACTG	2011-08-26	496,834	885,791	0.620542	0.367995	0.579803	0.052202
ACTG	2011-09-02	685,069	1,052,994	0.65968	0.274622	0.653881	0.071497
ACTG	2011-09-09	720,430	1,178,149	0.621537	0.25429	0.493341	0.252369
ACTG	2011-09-16	495,149	821,559	0.634143	0.347574	0.571628	0.080798
ACTG	2011-09-23	463,009	1,107,740	0.443831	0.275219	0.517408	0.207373
ACTG	2011-09-30	501,409	1,170,307	0.439101	0.277561	0.657802	0.064637
ACTG	2011-10-07	684,476	1,280,683	0.595823	0.284223	0.621554	0.094223
ACTG	2011-10-14	292,956	614,821	0.555998	0.249093	0.608974	0.141933
ACTG	2011-10-21	590,667	1,314,242	0.521919	0.317127	0.624705	0.058168
ACTG	2011-10-28	457,515	1,153,173	0.416289	0.299245	0.575366	0.125389
ACTG	2011-11-04	229,272	519,934	0.477092	0.374684	0.567282	0.058034
ACTG	2011-11-11	259,009	1,020,808	0.336746	0.344495	0.574879	0.080626
ACTG	2011-11-18	200,818	566,308	0.41507	0.307238	0.594973	0.097789
ACTG	2011-11-25	164,932	465,208	0.401995	0.342139	0.580953	0.076907
ACTG	2011-12-02	495,048	978,572	0.549989	0.246482	0.685192	0.068325
ACTG	2011-12-09	389,880	783,575	0.501399	0.272425	0.587479	0.140096
ACTG	2011-12-16	300,840	765,532	0.374607	0.427958	0.473601	0.098441
ACTG	2011-12-23	271,623	537,342	0.536241	0.348668	0.561935	0.089397
ACTG	2011-12-30	224,172	443,325	0.552832	0.352505	0.522164	0.125331
ACTG	2012-01-06	186,541	482,939	0.441855	0.473554	0.447103	0.079343
ACTG	2012-01-13	323,446	619,362	0.535839	0.408981	0.517789	0.07323
ACTG	2012-01-20	283,869	650,415	0.490351	0.427522	0.486845	0.085633
ACTG	2012-01-27	179,601	531,076	0.411455	0.354367	0.538239	0.107393
ACTG	2012-02-03	252,946	532,133	0.48903	0.378393	0.526415	0.095192
ACTG	2012-02-10	342,338	649,763	0.556784	0.3435	0.433941	0.222559
ACTG	2012-02-17	767,997	1,299,579	0.542625	0.402883	0.50259	0.094528
ACTG	2012-02-24	343,077	555,994	0.624552	0.333633	0.609643	0.056725
ACTG	2012-03-02	318,537	614,273	0.539662	0.267528	0.680356	0.052116
ACTG	2012-03-09	464,322	900,410	0.504349	0.520561	0.431174	0.048265
ACTG	2012-03-16	226,591	427,971	0.543129	0.339146	0.622859	0.037995
ACTG	2012-03-23	201,829	439,816	0.479312	0.386256	0.56446	0.049285
ACTG	2012-03-30	268,444	533,308	0.530209	0.443772	0.496749	0.059479
ACTG	2012-04-06	190,292	440,095	0.435809	0.42852	0.531137	0.040342
ACTG	2012-04-13	161,748	330,215	0.528735	0.305481	0.605648	0.088871
ACTG	2012-04-20	433,965	886,241	0.458927	0.396065	0.553195	0.05074
ACTG	2012-04-27	447,275	965,783	0.440576	0.447596	0.520194	0.03221
ACTG	2012-05-04	363,569	792,651	0.482939	0.219866	0.665816	0.114318
ACTG	2012-05-11	289,679	563,858	0.49975	0.231808	0.738591	0.029601
ACTG	2012-05-18	350,615	789,603	0.473083	0.261127	0.628085	0.110788
ACTG	2012-05-25	477,861	810,060	0.56757	0.322781	0.628918	0.048301
ACTG	2012-06-01	263,751	455,229	0.610055	0.30495	0.541374	0.153676
ACTG	2012-06-08	177,636	420,047	0.451191	0.289317	0.650014	0.060669
ACTG	2012-06-15	209,353	452,773	0.474395	0.310275	0.636389	0.053336
ACTG	2012-06-22	220,692	458,723	0.504514	0.296812	0.656713	0.046475
ACTG	2012-06-29	220,022	475,095	0.50448	0.293006	0.638711	0.068283
ACTG	2012-07-06	354,639	683,503	0.555957	0.332669	0.50799	0.159341
ACTG	2012-07-13	267,131	445,707	0.630728	0.242671	0.563622	0.193707
ACTG	2012-07-20	793,191	1,472,483	0.622932	0.278426	0.668216	0.053358

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