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
ACIU	2023-03-17	99,074	208,595	0.411164	0.602505	0.373144	0.024352
ACIU	2023-03-24	72,080	1,194,847	0.431364	0.763935	0.186175	0.04989
ACIU	2023-03-31	102,708	271,179	0.37171	0.923545	0.040006	0.036448
ACIU	2023-04-07	20,487	48,627	0.510411	0.763777	0.193177	0.043047
ACIU	2023-04-14	99,511	224,250	0.368136	0.872848	0.097231	0.029921
ACIU	2023-04-21	56,884	160,083	0.451618	0.678401	0.272719	0.04888
ACIU	2023-04-28	98,483	280,181	0.452355	0.817686	0.140708	0.041606
ACIU	2023-05-05	174,689	479,438	0.466806	0.888609	0.091676	0.019715
ACIU	2023-05-12	44,030	230,048	0.197405	0.78258	0.162494	0.054926
ACIU	2023-05-19	16,109	90,838	0.281774	0.771848	0.135309	0.092843
ACIU	2023-05-26	40,764	207,578	0.206895	0.840696	0.127143	0.032161
ACIU	2023-06-02	60,826	227,092	0.207193	0.821974	0.157434	0.020592
ACIU	2023-06-09	17,814	112,791	0.122586	0.968851	0.031149	0
ACIU	2023-06-16	62,887	232,148	0.256257	0.922769	0.075459	0.001772
ACIU	2023-06-23	35,713	136,845	0.361488	0.894323	0.105677	0
ACIU	2023-06-30	22,935,009	40,646,341	0.639455	0.484962	0.514236	0.000801
ACIU	2023-07-07	57,151	92,333	0.587369	0.016312	0.978058	0.00563
ACIU	2023-07-14	73,937	113,310	0.624691	0.025337	0.908244	0.066419
ACIU	2023-07-21	73,843	99,266	0.8471	0.035729	0.946992	0.017279
ACIU	2023-07-28	28,838	33,779	0.873267	0.049025	0.937489	0.013486
ACIU	2023-08-04	26,035	41,032	0.64911	0.073946	0.926054	0
ACIU	2023-08-11	16,978	27,662	0.776405	0.032848	0.967152	0
ACIU	2023-08-18	17,906	29,612	0.728473	0.006908	0.993092	0
ACIU	2023-08-25	17,475	34,524	0.786846	0.013226	0.986774	0
ACIU	2023-09-01	18,952	25,578	0.791501	0.008107	0.989028	0.002865
ACIU	2023-09-08	29,495	32,116	0.869347	0.009111	0.989522	0.001368
ACIU	2023-09-15	22,608	28,528	0.833554	0.060563	0.939437	0
ACIU	2023-09-22	16,651	26,915	0.503666	0.007863	0.992137	0
ACIU	2023-09-29	15,576	54,237	0.580931	0	1	0
ACIU	2023-10-06	7,466	14,789	0.66506	0.036656	0.963344	0
ACIU	2023-10-13	8,511	15,431	0.583142	0.004738	0.995262	0
ACIU	2023-10-20	8,150	21,035	0.484768	0.001427	0.998573	0
ACIU	2023-10-27	22,096	40,433	0.57057	0.271077	0.728923	0
ACIU	2023-11-03	11,406	29,543	0.593238	0.002227	0.997773	0
ACIU	2023-11-10	16,180	29,920	0.592406	0.02328	0.967283	0.009437
ACIU	2023-11-17	4,616	10,092	0.628272	0	1	0
ACIU	2023-11-24	5,875	10,927	0.680273	0.010792	0.989208	0
ACIU	2023-12-01	14,563	19,332	0.654486	0.065766	0.934234	0
ACIU	2023-12-08	32,660	53,473	0.648848	0.099103	0.882535	0.018362
ACIU	2023-12-15	47,898	119,306	0.650062	0.06881	0.905325	0.025865
ACIU	2023-12-22	48,534	66,354	0.78588	0.034168	0.959681	0.006151
ACIU	2023-12-29	42,370	72,524	0.779501	0.045093	0.954884	0.000023
ACIU	2024-01-05	15,760	41,155	0.533561	0.063724	0.646416	0.28986
ACIU	2024-01-12	46,547	69,751	0.711894	0.020532	0.797549	0.18192
ACIU	2024-01-19	10,189	29,450	0.409401	0.002604	0.876443	0.120952
ACIU	2024-01-26	34,363	59,001	0.561888	0.014136	0.691286	0.294578
ACIU	2024-02-02	14,822	46,510	0.508414	0.105345	0.87134	0.023315
ACIU	2024-02-09	53,412	93,782	0.469951	0.042282	0.951778	0.00594
ACIU	2024-02-16	21,143	45,693	0.573023	0.012277	0.987723	0
ACIU	2024-02-23	8,094	20,830	0.359971	0.001023	0.977343	0.021634
ACIU	2024-03-01	23,266	36,309	0.650568	0.073464	0.902517	0.024019
ACIU	2024-03-08	27,548	41,853	0.705006	0.047746	0.947343	0.00491
ACIU	2024-03-15	15,491	34,191	0.535362	0.11212	0.87682	0.01106
ACIU	2024-03-22	51,621	91,533	0.4955	0.042923	0.937901	0.019176
ACIU	2024-03-29	69,999	108,137	0.624636	0.082162	0.905758	0.01208
ACIU	2024-04-05	10,301	41,466	0.438187	0.060313	0.930687	0.009
ACIU	2024-04-12	27,468	66,828	0.347093	0.083811	0.916189	0
ACIU	2024-04-19	10,240	17,513	0.630407	0.032053	0.967947	0
ACIU	2024-04-26	76,675	93,981	0.68067	0.003281	0.99017	0.006549
ACIU	2024-05-03	59,427	89,427	0.588489	0.056406	0.941391	0.002203
ACIU	2024-05-10	12,783	23,353	0.468391	0.031793	0.951867	0.01634
ACIU	2024-05-17	1,779,425	3,496,921	0.470824	0.041782	0.939322	0.018896
ACIU	2024-05-24	75,081	247,577	0.514861	0.045377	0.797985	0.156639
ACIU	2024-05-31	65,478	209,724	0.489488	0.043998	0.751035	0.204966
ACIU	2024-06-07	138,167	223,033	0.582771	0.015878	0.86742	0.116702
ACIU	2024-06-14	56,011	123,099	0.455948	0.009437	0.930363	0.0602
ACIU	2024-06-21	18,095	54,713	0.302003	0.015806	0.852506	0.131688
ACIU	2024-06-28	54,403	101,140	0.585301	0.0256	0.808416	0.165984
ACIU	2024-07-05	61,168	79,183	0.804746	0.037394	0.746821	0.215784
ACIU	2024-07-12	81,797	162,696	0.706282	0.024288	0.914193	0.061519
ACIU	2024-07-19	47,156	72,785	0.705064	0.061786	0.751588	0.186626
ACIU	2024-07-26	109,086	185,101	0.549086	0.013174	0.761634	0.225191
ACIU	2024-08-02	55,487	134,130	0.470461	0.040548	0.725809	0.233644
ACIU	2024-08-09	23,759	38,476	0.602336	0.018937	0.563889	0.417173
ACIU	2024-08-16	3,745	15,150	0.308894	0.028739	0.333552	0.63771
ACIU	2024-08-23	18,365	28,370	0.632251	0.061674	0.608998	0.329328
ACIU	2024-08-30	7,023	17,639	0.536692	0.013624	0.575305	0.411071
ACIU	2024-09-06	15,372	19,284	0.632874	0.034054	0.718768	0.247178
ACIU	2024-09-13	8,445	14,334	0.567635	0.015472	0.625099	0.35943
ACIU	2024-09-20	39,389	51,086	0.771472	0.019401	0.8222	0.158399
ACIU	2024-09-27	32,512	53,326	0.56128	0.019353	0.659906	0.320741
ACIU	2024-10-04	17,194	32,913	0.517245	0.04363	0.754128	0.202242
ACIU	2024-10-11	12,653	15,354	0.624564	0.059902	0.853856	0.086242
ACIU	2024-10-18	8,270	17,555	0.39837	0.002604	0.997396	0
ACIU	2024-10-25	16,004	45,159	0.667253	0.029908	0.912128	0.057964
ACIU	2024-11-01	11,889	23,189	0.522569	0.048896	0.935117	0.015987
ACIU	2024-11-08	18,155	34,399	0.544229	0.009979	0.987926	0.002095
ACIU	2024-11-15	42,272	68,578	0.704218	0.058458	0.935843	0.0057
ACIU	2024-11-22	9,449	26,872	0.354476	0.071959	0.925591	0.00245
ACIU	2024-11-29	4,335	18,685	0.500449	0.09281	0.90719	0
ACIU	2024-12-06	13,978	61,896	0.475792	0.031663	0.908654	0.059683
ACIU	2024-12-13	16,914	42,311	0.570966	0.0581	0.937389	0.004511
ACIU	2024-12-20	36,345	62,548	0.496262	0.027305	0.943709	0.028986
ACIU	2024-12-27	23,713	53,790	0.452368	0.149558	0.850442	0
ACIU	2025-01-03	9,565	17,510	0.533617	0.041801	0.958199	0
ACIU	2025-01-10	6,343	27,372	0.313785	0.054357	0.945643	0
ACIU	2025-01-17	60,898	103,699	0.421662	0.283765	0.715681	0.000554
ACIU	2025-01-24	9,610	20,624	0.296991	0.065863	0.934137	0
ACIU	2025-01-31	7,350	15,360	0.359695	0.051103	0.948897	0
ACIU	2025-02-07	22,184	43,084	0.396692	0.207369	0.792631	0

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