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
AACG	2020-10-02	135,661	266,395	0.468701	0.913134	0.07272	0.014146
AACG	2020-10-09	9,905	37,038	0.33859	0.861018	0.106659	0.032323
AACG	2020-10-16	574,439	1,153,929	0.360923	0.918987	0.0796	0.001413
AACG	2020-10-23	500,018	1,023,087	0.44905	0.907678	0.089874	0.002448
AACG	2020-10-30	23,686	129,807	0.166832	null	null	null
AACG	2020-11-06	70,522	179,309	0.38585	0.921029	0.029276	0.049696
AACG	2020-11-13	145,619	362,857	0.386789	0.853626	0.033499	0.112875
AACG	2020-11-20	79,503	226,810	0.300679	0.783925	0.209979	0.006096
AACG	2020-11-27	142,147	390,132	0.223284	0.870413	0.129441	0.000146
AACG	2020-12-04	35,401	113,292	0.155571	0.851156	0.146686	0.002158
AACG	2020-12-11	28,382	88,555	0.249616	0.961015	0.03884	0.000145
AACG	2020-12-18	17,463	62,507	0.230408	0.96839	0.031529	0.000081
AACG	2020-12-25	43,872	119,010	0.424307	0.756539	0.226213	0.017248
AACG	2021-01-01	97,103	193,320	0.53999	0.941214	0.057809	0.000976
AACG	2021-01-08	45,686	94,058	0.544806	0.928619	0.070932	0.000449
AACG	2021-01-15	80,097	180,667	0.595367	0.767579	0.23139	0.001031
AACG	2021-01-22	117,047	273,914	0.373648	0.863729	0.136271	0
AACG	2021-01-29	54,281	162,939	0.325742	0.950497	0.046615	0.002888
AACG	2021-02-05	151,937,641	259,725,663	0.40384	0.832041	0.15969	0.008269
AACG	2021-02-12	3,927,157	9,323,947	0.436705	0.804099	0.190586	0.005315
AACG	2021-02-19	1,200,230	3,382,508	0.44072	0.829978	0.158622	0.0114
AACG	2021-02-26	1,143,935	2,610,665	0.539113	0.771164	0.173511	0.055325
AACG	2021-03-05	121,171	604,272	0.327879	0.739734	0.223885	0.036381
AACG	2021-03-12	585,758	1,894,209	0.371032	0.868573	0.112814	0.018612
AACG	2021-03-19	846,042	2,329,891	0.436804	0.867271	0.111588	0.021141
AACG	2021-03-26	4,151,899	7,293,442	0.53843	0.806306	0.177421	0.016273
AACG	2021-04-02	1,349,368	2,823,218	0.411584	0.900352	0.087903	0.011745
AACG	2021-04-09	255,476	701,052	0.421225	0.821691	0.147437	0.030872
AACG	2021-04-16	983,779	1,969,195	0.426106	0.846079	0.138513	0.015408
AACG	2021-04-23	242,443	497,453	0.590767	0.857179	0.116561	0.02626
AACG	2021-04-30	448,524	839,498	0.447527	0.871858	0.116094	0.012048
AACG	2021-05-07	120,761	271,046	0.545116	0.76725	0.106164	0.126586
AACG	2021-05-14	64,126	205,729	0.493843	0.69384	0.166353	0.139808
AACG	2021-05-21	138,674	445,265	0.391695	0.894293	0.066597	0.03911
AACG	2021-05-28	52,553	201,330	0.370609	0.812181	0.133191	0.054628
AACG	2021-06-04	120,882	410,295	0.34561	0.873652	0.08141	0.044938
AACG	2021-06-11	41,237	157,664	0.348262	0.747668	0.194364	0.057967
AACG	2021-06-18	310,069	768,309	0.376738	0.856697	0.105111	0.038192
AACG	2021-06-25	105,487	303,289	0.426803	0.927393	0.049965	0.022642
AACG	2021-07-02	66,280	243,374	0.339915	0.804091	0.118075	0.077834
AACG	2021-07-09	48,252	164,917	0.318518	0.817834	0.120802	0.061364
AACG	2021-07-16	22,285,337	40,144,256	0.469693	0.714018	0.224449	0.061533
AACG	2021-07-23	1,344,747	2,861,462	0.46757	0.74009	0.225437	0.034473
AACG	2021-07-30	368,741	943,466	0.480364	0.807546	0.163198	0.029255
AACG	2021-08-06	69,737	319,043	0.279597	0.793789	0.144903	0.061309
AACG	2021-08-13	142,163	276,496	0.428335	0.89382	0.090184	0.015996
AACG	2021-08-20	66,890	168,554	0.469421	0.807005	0.13126	0.061735
AACG	2021-08-27	127,880	317,394	0.396484	0.902456	0.06159	0.035954
AACG	2021-09-03	48,575	108,681	0.517377	0.816327	0.177409	0.006264
AACG	2021-09-10	157,065	291,665	0.558596	0.863241	0.08706	0.049699
AACG	2021-09-17	18,078	74,004	0.226849	0.91001	0.050031	0.03996
AACG	2021-09-24	32,908	140,774	0.332279	0.837094	0.15221	0.010695
AACG	2021-10-01	30,969	93,380	0.348068	0.883255	0.113727	0.003017
AACG	2021-10-08	14,034	52,910	0.275732	0.827992	0.155318	0.01669
AACG	2021-10-15	210,597	542,827	0.367021	0.815809	0.165172	0.01902
AACG	2021-10-22	342,111	659,412	0.587537	0.846956	0.150367	0.002677
AACG	2021-10-29	96,913	177,554	0.547499	0.851595	0.076085	0.072319
AACG	2021-11-05	31,306	72,955	0.393168	0.798285	0.19764	0.004074
AACG	2021-11-12	29,389	67,905	0.457883	0.887127	0.109916	0.002958
AACG	2021-11-19	26,640	89,916	0.305792	0.850287	0.148691	0.001022
AACG	2021-11-26	20,170	50,590	0.21348	0.978602	0.021277	0.000122
AACG	2021-12-03	27,179	119,727	0.213453	0.777984	0.222016	0
AACG	2021-12-10	116,673	197,049	0.543551	0.790679	0.183979	0.025341
AACG	2021-12-17	47,643	112,912	0.403418	0.923587	0.073025	0.003388
AACG	2021-12-24	41,490	113,124	0.34033	0.876256	0.090334	0.033411
AACG	2021-12-31	73,550	243,726	0.256403	0.947429	0.052149	0.000421
AACG	2022-01-07	12,536,332	21,996,799	0.647086	0.874033	0.12275	0.003217
AACG	2022-01-14	1,170,757	2,955,758	0.358301	0.816007	0.182321	0.001672
AACG	2022-01-21	124,694	312,350	0.440885	0.732901	0.245866	0.021233
AACG	2022-01-28	134,644	240,867	0.547914	0.726662	0.23498	0.038358
AACG	2022-02-04	248,326	457,744	0.402758	0.88741	0.088959	0.023631
AACG	2022-02-11	108,924	202,343	0.526099	0.793193	0.185585	0.021221
AACG	2022-02-18	76,645	145,501	0.533802	0.880878	0.095834	0.023288
AACG	2022-02-25	44,729	75,142	0.559903	0.831655	0.132729	0.035616
AACG	2022-03-04	39,224	74,474	0.42488	0.884863	0.089744	0.025393
AACG	2022-03-11	48,398	109,210	0.479272	0.710351	0.263285	0.026364
AACG	2022-03-18	85,120	198,046	0.46731	0.794797	0.184741	0.020462
AACG	2022-03-25	131,094	254,031	0.453714	0.834455	0.162546	0.002998
AACG	2022-04-01	103,868	232,732	0.444845	0.849564	0.12291	0.027526
AACG	2022-04-08	19,170	70,420	0.305007	0.833253	0.151854	0.014893
AACG	2022-04-15	23,983	54,938	0.33657	0.950512	0.011006	0.038482
AACG	2022-04-22	20,812	77,794	0.324918	0.773027	0.216962	0.010011
AACG	2022-04-29	13,419	41,032	0.356136	0.71294	0.245972	0.041088
AACG	2022-05-06	16,014	35,832	0.457621	0.628144	0.238293	0.133563
AACG	2022-05-13	26,794	59,940	0.392755	0.73983	0.255515	0.004655
AACG	2022-05-20	20,898	32,559	0.653986	0.948741	0.043503	0.007756
AACG	2022-05-27	23,323	61,568	0.433506	0.829417	0.170583	0
AACG	2022-06-03	19,932	35,510	0.627424	0.847454	0.152546	0
AACG	2022-06-10	7,205	18,625	0.490446	0.876193	0.123807	0
AACG	2022-06-17	21,316	40,214	0.563636	0.711011	0.288989	0
AACG	2022-06-24	7,772	12,802	0.561327	0.68768	0.309729	0.002591
AACG	2022-07-01	12,973	37,691	0.404928	0.814787	0.168652	0.016561
AACG	2022-07-08	28,439	47,548	0.596767	0.854201	0.145426	0.000373
AACG	2022-07-15	38,109	71,194	0.601507	0.895547	0.104004	0.000449
AACG	2022-07-22	78,613	120,519	0.435619	0.923485	0.045883	0.030632
AACG	2022-07-29	29,767	53,981	0.679156	0.944355	0.040592	0.015053
AACG	2022-08-05	193,233	359,007	0.609493	0.918522	0.07793	0.003547
AACG	2022-08-12	81,395	168,290	0.381436	0.929372	0.068985	0.001644
AACG	2022-08-19	395,439	690,637	0.685744	0.829732	0.169404	0.000864
AACG	2022-08-26	121,139	218,913	0.478163	0.845087	0.153515	0.001398

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