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
ACTG	2024-01-26	41,038	59,123	0.700599	0.110249	0.889751	0
ACTG	2024-02-02	33,950	52,269	0.688184	0.071414	0.91381	0.014775
ACTG	2024-02-09	57,912	76,833	0.652426	0.019433	0.967077	0.013489
ACTG	2024-02-16	31,518	46,240	0.657836	0.024506	0.975494	0
ACTG	2024-02-23	18,844	23,632	0.602096	0.039047	0.960953	0
ACTG	2024-03-01	17,886	28,159	0.567484	0.057976	0.942024	0
ACTG	2024-03-08	30,982	35,989	0.790113	0.148158	0.850887	0.000954
ACTG	2024-03-15	44,902	83,939	0.685396	0.177958	0.821604	0.000438
ACTG	2024-03-22	138,520	251,435	0.414009	0.034924	0.950723	0.014353
ACTG	2024-03-29	27,145	73,552	0.385455	0.064489	0.92052	0.014992
ACTG	2024-04-05	75,972	114,483	0.612248	0.048987	0.947601	0.003411
ACTG	2024-04-12	56,710	75,436	0.707726	0.036957	0.947146	0.015897
ACTG	2024-04-19	58,905	82,197	0.708571	0.036985	0.914966	0.048049
ACTG	2024-04-26	57,284	70,074	0.780827	0.029604	0.881704	0.088692
ACTG	2024-05-03	57,688	73,122	0.733871	0.032916	0.924158	0.042926
ACTG	2024-05-10	80,603	121,993	0.739611	0.075711	0.869472	0.054817
ACTG	2024-05-17	77,873	123,357	0.644603	0.029825	0.953593	0.016583
ACTG	2024-05-24	75,308	131,225	0.659815	0.007377	0.940385	0.052238
ACTG	2024-05-31	30,439	62,723	0.474635	0.012656	0.944909	0.042435
ACTG	2024-06-07	48,491	83,144	0.68484	0.016139	0.935758	0.048102
ACTG	2024-06-14	51,419	72,731	0.75347	0.048968	0.878427	0.072604
ACTG	2024-06-21	33,911	64,438	0.650796	0.011246	0.916001	0.072753
ACTG	2024-06-28	50,904	73,460	0.596838	0.021257	0.930038	0.048705
ACTG	2024-07-05	26,053	35,595	0.663548	0.041887	0.834643	0.12347
ACTG	2024-07-12	51,392	70,207	0.688384	0.047568	0.88456	0.067872
ACTG	2024-07-19	69,968	138,773	0.53205	0.043297	0.944047	0.012656
ACTG	2024-07-26	38,549	88,203	0.378771	0.039773	0.949262	0.010965
ACTG	2024-08-02	40,331	103,872	0.427153	0.024109	0.94934	0.026551
ACTG	2024-08-09	64,982	136,551	0.580861	0.040279	0.859944	0.099777
ACTG	2024-08-16	166,114	304,709	0.787025	0.022723	0.94451	0.032767
ACTG	2024-08-23	103,296	125,489	0.832439	0.020391	0.950483	0.029126
ACTG	2024-08-30	42,710	60,374	0.693379	0.051181	0.921741	0.027078
ACTG	2024-09-06	42,267	61,080	0.679523	0.023356	0.954302	0.022342
ACTG	2024-09-13	107,126	162,712	0.578695	0.053479	0.928112	0.01841
ACTG	2024-09-20	75,021	174,721	0.500937	0.058725	0.906462	0.034813
ACTG	2024-09-27	56,010	114,098	0.479332	0.048564	0.928029	0.023407
ACTG	2024-10-04	141,635	241,509	0.568793	0.043212	0.939324	0.017463
ACTG	2024-10-11	82,061	270,138	0.37138	0.006543	0.992266	0.001191
ACTG	2024-10-18	54,795	154,157	0.56598	0.025906	0.973937	0.000157
ACTG	2024-10-25	49,684	91,976	0.470723	0.013698	0.986302	0
ACTG	2024-11-01	68,910	123,605	0.385938	0.017447	0.982553	0
ACTG	2024-11-08	138,816	241,860	0.434549	0.016938	0.982661	0.000401
ACTG	2024-11-15	105,011	250,618	0.397072	0.023844	0.974098	0.002057
ACTG	2024-11-22	80,341	153,825	0.556367	0.012013	0.987987	0
ACTG	2024-11-29	17,930	40,426	0.383314	0.036253	0.963747	0
ACTG	2024-12-06	56,810	133,245	0.397235	0.024155	0.975845	0
ACTG	2024-12-13	60,213	114,089	0.421052	0.01857	0.98143	0
ACTG	2024-12-20	104,096	155,882	0.744901	0.047496	0.952504	0
ACTG	2024-12-27	52,616	64,148	0.615549	0.029561	0.970295	0.000144
ACTG	2025-01-03	34,808	61,371	0.573982	0.05774	0.94226	0
ACTG	2025-01-10	28,414	40,475	0.697555	0.035571	0.964429	0
ACTG	2025-01-17	32,748	40,200	0.833566	0.117729	0.88037	0.001901
ACTG	2025-01-24	14,489	19,921	0.748138	0.16643	0.83357	0
ACTG	2025-01-31	26,939	40,235	0.63264	0.100518	0.899482	0
ACTG	2025-02-07	13,092	28,940	0.475586	0.094194	0.905806	0
ACTG	2025-02-14	17,142	29,822	0.582808	0.065643	0.9297	0.004657
ACTG	2025-02-21	9,819	19,294	0.584326	0.190058	0.809942	0
ACTG	2025-02-28	25,566	37,946	0.645758	0.148628	0.848026	0.003346
ACTG	2025-03-07	39,699	99,717	0.356419	0.069131	0.921241	0.009628
ACTG	2025-03-14	57,767	148,157	0.515771	0.19269	0.805716	0.001593
ACTG	2025-03-21	94,351	137,728	0.725102	0.160763	0.839237	0
ACTG	2025-03-28	45,049	67,320	0.591951	0.050401	0.949599	0
ACTG	2025-04-04	52,905	82,911	0.625927	0.116815	0.883185	0
ACTS	2011-01-07	125,983	432,629	0.372942	0.467263	0.440774	0.091963
ACTS	2011-01-14	33,078	144,136	0.411293	0.302538	0.545149	0.152313
ACTS	2011-01-21	76,964	184,524	0.502785	0.665148	0.276451	0.058401
ACTS	2011-01-28	56,054	209,167	0.324718	0.449198	0.511703	0.039099
ACTS	2011-02-04	30,439	91,468	0.400101	0.382575	0.609625	0.0078
ACTS	2011-02-11	48,399	112,937	0.563656	0.564448	0.346088	0.089464
ACTS	2011-02-18	56,349	200,655	0.391112	0.445487	0.400134	0.154379
ACTS	2011-02-25	21,320	129,535	0.309601	0.602165	0.390198	0.007637
ACTS	2011-03-04	32,060	221,412	0.270495	0.220202	0.60646	0.173338
ACTS	2011-03-11	61,330	215,064	0.43422	0.351298	0.622806	0.025896
ACTS	2011-03-18	42,095	144,828	0.240569	0.286203	0.713797	0
ACTS	2011-03-25	50,300	128,768	0.397878	0.430591	0.542768	0.026641
ACTS	2011-04-01	49,870	202,648	0.299092	0.409335	0.579095	0.01157
ACTS	2011-04-08	22,705	65,842	0.376888	0.302303	0.681213	0.016484
ACTS	2011-04-15	95,397	166,205	0.55259	0.645903	0.334733	0.019363
ACTS	2011-04-22	9,964	60,493	0.298475	0.175047	0.779018	0.045935
ACTS	2011-04-29	34,800	83,880	0.379181	0.526741	0.459735	0.013524
ACTS	2011-05-06	27,300	97,150	0.339725	0.426397	0.55805	0.015553
ACTS	2011-05-13	11,500	93,738	0.207143	0.179399	0.712176	0.108424
ACTS	2011-05-20	14,500	43,754	0.401449	0.251084	0.727864	0.021053
ACTS	2011-05-27	11,234	54,158	0.17476	0.208776	0.784974	0.00625
ACTS	2011-06-03	38,586	67,865	0.458737	0.252394	0.731213	0.016393
ACTS	2011-06-10	12,588	119,394	0.237259	0.223178	0.760155	0.016667
ACTS	2011-06-17	20,358	78,817	0.298407	0.239524	0.758571	0.001905
ACTS	2011-06-24	7,100	56,160	0.207282	0.158333	0.841667	0
ACTS	2011-07-01	14,456	94,864	0.289323	0.125675	0.849325	0.025
ACTS	2011-07-08	18,734	51,725	0.311648	0.041186	0.951461	0.007353
ACTS	2011-07-15	19,300	53,136	0.368415	0.192661	0.798888	0.008451
ACTS	2011-07-22	10,675	31,255	0.367419	0.180769	0.788462	0.030769
ACTS	2011-07-29	14,629	45,154	0.461188	0.397751	0.502249	0.1
ACTS	2011-08-05	14,622	45,439	0.318191	0.152386	0.767154	0.080461
ACTS	2011-08-12	7,900	39,425	0.248313	null	null	null
ACTS	2011-08-19	12,765	65,748	0.317848	0.377103	0.511769	0.111128
ACTS	2011-08-26	5,800	42,115	0.116551	null	null	null
ACTS	2011-09-02	13,000	51,222	0.26989	0.252323	0.715581	0.032096
ACTS	2011-09-09	13,100	41,878	0.196543	0.442339	0.344758	0.212903
ACTS	2011-09-16	14,557	38,448	0.219162	0.254491	0.735767	0.009741

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