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
ABCB	2023-12-15	79,467	141,747	0.575622	0.030095	0.797653	0.172252
ABCB	2023-12-22	59,309	110,415	0.54404	0.05213	0.879446	0.068425
ABCB	2023-12-29	60,294	82,952	0.639039	0.178088	0.751927	0.069985
ABCB	2024-01-05	52,713	97,013	0.637529	0.044243	0.876333	0.079424
ABCB	2024-01-12	70,237	91,697	0.735808	0.054386	0.875336	0.070278
ABCB	2024-01-19	60,242	86,030	0.696809	0.07161	0.845093	0.083298
ABCB	2024-01-26	80,227	114,862	0.748868	0.039541	0.835994	0.124465
ABCB	2024-02-02	97,464	126,580	0.701078	0.025441	0.818759	0.155799
ABCB	2024-02-09	86,730	150,063	0.636565	0.023608	0.83872	0.137672
ABCB	2024-02-16	86,950	164,522	0.469872	0.013962	0.904595	0.081443
ABCB	2024-02-23	34,521	66,067	0.427012	0.029161	0.925713	0.045127
ABCB	2024-03-01	46,964	110,509	0.339644	0.076823	0.887711	0.035467
ABCB	2024-03-08	71,071	133,167	0.529877	0.030336	0.780205	0.189459
ABCB	2024-03-15	54,584	123,246	0.494637	0.024616	0.876928	0.098455
ABCB	2024-03-22	67,398	140,746	0.579997	0.033436	0.878337	0.088227
ABCB	2024-03-29	32,607	52,279	0.761489	0.035208	0.832687	0.132105
ABCB	2024-04-05	46,791	76,294	0.591781	0.014861	0.841409	0.14373
ABCB	2024-04-12	50,586	72,126	0.652373	0.0166	0.762287	0.221113
ABCB	2024-04-19	55,327	85,250	0.565122	0.03773	0.825073	0.137197
ABCB	2024-04-26	59,374	94,294	0.689738	0.025613	0.822136	0.152251
ABCB	2024-05-03	77,960	117,258	0.65841	0.032798	0.856464	0.110738
ABCB	2024-05-10	26,690	62,422	0.425117	0.015357	0.807336	0.177307
ABCB	2024-05-17	41,084	66,754	0.632241	0.03279	0.823525	0.143685
ABCB	2024-05-24	38,032	61,349	0.609108	0.038563	0.778794	0.182643
ABCB	2024-05-31	37,770	59,185	0.655316	0.05404	0.758851	0.187109
ABCB	2024-06-07	63,938	108,913	0.560814	0.035336	0.745726	0.218938
ABCB	2024-06-14	92,695	133,417	0.739914	0.023375	0.79597	0.180655
ABCB	2024-06-21	34,101	57,439	0.678068	0.017715	0.706188	0.276097
ABCB	2024-06-28	36,165	83,419	0.362852	0.024446	0.715466	0.260088
ABCB	2024-07-05	23,639	37,371	0.708968	0.057607	0.738474	0.203919
ABCB	2024-07-12	63,006	105,845	0.573826	0.046203	0.667845	0.285953
ABCB	2024-07-19	58,214	131,937	0.41677	0.030095	0.783828	0.186077
ABCB	2024-07-26	259,009	662,895	0.461102	0.004928	0.96601	0.029063
ABCB	2024-08-02	278,573	696,560	0.390582	0.005686	0.972146	0.022168
ABCB	2024-08-09	242,943	596,646	0.541478	0.017508	0.952201	0.030291
ABCB	2024-08-16	233,230	456,747	0.626141	0.01559	0.955579	0.02883
ABCB	2024-08-23	276,209	488,334	0.522904	0.006202	0.966701	0.027097
ABCB	2024-08-30	247,685	549,405	0.484828	0.004767	0.965456	0.029778
ABCB	2024-09-06	228,010	489,339	0.580699	0.007427	0.960099	0.032475
ABCB	2024-09-13	369,474	690,674	0.711978	0.008137	0.950313	0.04155
ABCB	2024-09-20	512,626	1,486,135	0.644356	0.011303	0.966697	0.021999
ABCB	2024-09-27	253,125	698,932	0.403928	0.011201	0.977691	0.011109
ABCB	2024-10-04	293,229	615,429	0.503385	0.004218	0.981276	0.014506
ABCB	2024-10-11	257,109	593,989	0.489519	0.003507	0.985135	0.011357
ABCB	2024-10-18	290,738	583,037	0.576745	0.006235	0.992632	0.001133
ABCB	2024-10-25	381,053	721,962	0.546946	0.006199	0.992105	0.001696
ABCB	2024-11-01	261,775	600,083	0.473056	0.03889	0.958718	0.002392
ABCB	2024-11-08	415,915	1,035,786	0.446724	0.009296	0.989406	0.001298
ABCB	2024-11-15	316,733	786,573	0.550389	0.013308	0.985377	0.001315
ABCB	2024-11-22	221,370	589,621	0.44859	0.010446	0.989554	0
ABCB	2024-11-29	171,370	526,316	0.553033	0.011334	0.985631	0.003036
ABCB	2024-12-06	207,173	554,954	0.446112	0.005486	0.988099	0.006416
ABCB	2024-12-13	226,276	636,203	0.458478	0.016548	0.982333	0.001119
ABCB	2024-12-20	523,145	1,744,892	0.526629	0.009623	0.986859	0.003518
ABCB	2024-12-27	240,510	496,915	0.669229	0.006055	0.988809	0.005135
ABCB	2025-01-03	305,415	532,019	0.641309	0.020429	0.976124	0.003448
ABCB	2025-01-10	335,893	692,322	0.601977	0.012915	0.982575	0.00451
ABCB	2025-01-17	425,503	948,769	0.780777	0.014055	0.978681	0.007265
ABCB	2025-01-24	270,123	609,821	0.534179	0.004053	0.992497	0.00345
ABCB	2025-01-31	361,177	835,593	0.487401	0.011353	0.983022	0.005625
ABCB	2025-02-07	474,281	940,252	0.564517	0.012084	0.985584	0.002333
ABCB	2025-02-14	246,786	552,664	0.603103	0.01389	0.984623	0.001487
ABCB	2025-02-21	227,878	449,812	0.481864	0.010133	0.989676	0.000191
ABCB	2025-02-28	378,397	719,213	0.686272	0.016123	0.98108	0.002798
ABCB	2025-03-07	549,726	1,188,203	0.605251	0.011503	0.985558	0.00294
ABCB	2025-03-14	493,757	1,151,092	0.617068	0.014415	0.984664	0.000921
ABCB	2025-03-21	562,832	1,506,057	0.554016	0.013706	0.984308	0.001986
ABCB	2025-03-28	274,637	656,401	0.556122	0.01049	0.981227	0.008283
ABCB	2025-04-04	168,882	463,363	0.51853	0.017331	0.980083	0.002586
ABCL	2020-12-11	2,256,923	4,770,594	0.564444	0.770822	0.209984	0.019195
ABCL	2020-12-18	2,607,944	5,595,263	0.510602	0.766086	0.222872	0.011042
ABCL	2020-12-25	1,668,973	2,593,100	0.708677	0.784264	0.20468	0.011055
ABCL	2021-01-01	2,351,447	3,502,136	0.747081	0.784672	0.205414	0.009914
ABCL	2021-01-08	2,340,782	4,541,288	0.492557	0.792798	0.196123	0.011079
ABCL	2021-01-15	2,369,135	4,325,424	0.584826	0.679933	0.27513	0.044937
ABCL	2021-01-22	1,202,664	2,442,779	0.590997	0.748291	0.238655	0.013054
ABCL	2021-01-29	728,006	2,342,148	0.367245	0.669554	0.303362	0.027084
ABCL	2021-02-05	1,158,970	2,262,125	0.496714	0.762705	0.211513	0.025783
ABCL	2021-02-12	1,331,204	2,699,872	0.523761	0.703285	0.238937	0.057779
ABCL	2021-02-19	896,779	2,023,829	0.708752	0.715538	0.246364	0.038098
ABCL	2021-02-26	1,301,431	2,442,248	0.585468	0.676767	0.229227	0.094005
ABCL	2021-03-05	2,527,281	3,650,904	0.693693	0.729126	0.233458	0.037417
ABCL	2021-03-12	1,875,539	2,895,610	0.689285	0.741698	0.215242	0.04306
ABCL	2021-03-19	1,874,455	2,757,751	0.723373	0.758449	0.196739	0.044811
ABCL	2021-03-26	2,399,409	3,770,745	0.718279	0.778099	0.177125	0.044776
ABCL	2021-04-02	3,431,446	8,400,093	0.538828	0.826997	0.15416	0.018844
ABCL	2021-04-09	3,351,702	5,421,317	0.622907	0.792719	0.183229	0.024051
ABCL	2021-04-16	2,119,066	4,434,611	0.569397	0.749833	0.217928	0.03224
ABCL	2021-04-23	1,219,195	2,785,246	0.577188	0.786428	0.190678	0.022894
ABCL	2021-04-30	1,734,848	2,336,297	0.744271	0.776832	0.195718	0.02745
ABCL	2021-05-07	2,833,966	3,894,800	0.778472	0.738335	0.141194	0.120471
ABCL	2021-05-14	2,091,163	3,631,825	0.643737	0.770837	0.153372	0.075791
ABCL	2021-05-21	871,303	1,863,717	0.651598	0.788768	0.184898	0.026334
ABCL	2021-05-28	2,853,060	4,022,820	0.720892	0.811104	0.162482	0.026414
ABCL	2021-06-04	1,909,763	2,555,767	0.790571	0.807264	0.171462	0.021274
ABCL	2021-06-11	4,588,837	10,152,726	0.598871	0.804632	0.175101	0.020267
ABCL	2021-06-18	4,456,940	8,248,825	0.618611	0.71261	0.260489	0.026901
ABCL	2021-06-25	5,797,624	11,485,980	0.525082	0.723846	0.24708	0.029073
ABCL	2021-07-02	3,207,828	7,828,299	0.509611	0.72177	0.20812	0.070109
ABCL	2021-07-09	2,243,194	6,043,559	0.498514	0.668987	0.286987	0.044027

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