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
AAPL	2024-11-29	6,297,882	13,333,156	0.507889	0.01421	0.969196	0.016593
AAPL	2024-12-06	6,501,596	17,674,647	0.423978	0.014816	0.955677	0.029508
AAPL	2024-12-13	7,133,929	12,410,367	0.52004	0.016647	0.957733	0.02562
AAPL	2024-12-20	11,568,985	19,988,195	0.524212	0.018242	0.952995	0.028762
AAPL	2024-12-27	5,145,132	10,496,697	0.548691	0.019791	0.966768	0.013441
AAPL	2025-01-03	6,896,806	13,732,060	0.46214	0.017663	0.971972	0.010365
AAPL	2025-01-10	6,739,486	13,239,749	0.541156	0.026356	0.963458	0.010186
AAPL	2025-01-17	5,980,955	19,770,500	0.317465	0.020621	0.96773	0.01165
AAPL	2025-01-24	7,361,724	19,588,282	0.340556	0.025541	0.969789	0.00467
AAPL	2025-01-31	16,790,639	31,905,071	0.482032	0.023815	0.973221	0.002964
AAPL	2025-02-07	6,754,890	16,812,488	0.381043	0.015999	0.97118	0.012821
AAPL	2025-02-14	8,133,982	18,157,882	0.452556	0.01772	0.976458	0.005822
AAPL	2025-02-21	7,118,802	19,066,663	0.504451	0.025349	0.968088	0.006563
AAPL	2025-02-28	12,327,956	20,837,627	0.518576	0.011286	0.980292	0.008422
AAPL	2025-03-07	15,249,734	24,622,868	0.511444	0.01461	0.979327	0.006063
AAPL	2025-03-14	18,259,228	35,935,839	0.463021	0.016955	0.976696	0.006349
AAPL	2025-03-21	9,035,622	23,627,403	0.392085	0.017996	0.97061	0.011394
AAPL	2025-03-28	9,717,555	18,522,525	0.482466	0.014264	0.980894	0.004843
AAPL	2025-04-04	6,781,870	10,638,449	0.553976	0.012471	0.979045	0.008484
AARD	2025-02-14	68,312	217,837	0.365102	0.025108	0.974553	0.000339
AARD	2025-02-21	74,591	143,299	0.640727	0.023934	0.976066	0
AARD	2025-02-28	61,572	97,153	0.501001	0.014429	0.984198	0.001373
AARD	2025-03-07	50,928	100,756	0.384765	0.003366	0.991954	0.004681
AARD	2025-03-14	44,196	85,121	0.307658	0.0107	0.982546	0.006755
AARD	2025-03-21	22,997	46,109	0.47508	0.017419	0.982581	0
AARD	2025-03-28	62,147	109,088	0.562294	0.00411	0.995858	0.000033
AARD	2025-04-04	33,212	89,467	0.433028	0.060026	0.933844	0.00613
AAT	2011-01-14	1,110,134	12,044,034	0.135215	0.081506	0.655871	0.262623
AAT	2011-01-21	284,862	1,457,270	0.233691	0.094532	0.617729	0.287739
AAT	2011-01-28	137,198	739,348	0.281824	0.106869	0.459269	0.433862
AAT	2011-02-04	80,797	587,993	0.276018	0.140319	0.751044	0.108637
AAT	2011-02-11	132,983	652,116	0.294188	0.090462	0.707608	0.20193
AAT	2011-02-18	112,235	416,475	0.35185	0.112052	0.71623	0.171718
AAT	2011-02-25	53,027	198,997	0.330334	0.165263	0.77928	0.055457
AAT	2011-03-04	107,594	404,926	0.395019	0.121059	0.749702	0.129239
AAT	2011-03-11	100,524	424,583	0.333428	0.138835	0.777916	0.083249
AAT	2011-03-18	217,465	767,597	0.283276	0.070778	0.880475	0.048747
AAT	2011-03-25	113,561	352,192	0.335631	0.101095	0.85095	0.047955
AAT	2011-04-01	1,346,478	3,068,603	0.526178	0.046894	0.914051	0.039055
AAT	2011-04-08	232,824	602,860	0.332634	0.052548	0.923633	0.023819
AAT	2011-04-15	173,989	506,854	0.467065	0.080921	0.899404	0.019675
AAT	2011-04-22	97,246	255,823	0.458887	0.061217	0.907693	0.03109
AAT	2011-04-29	88,332	456,307	0.355723	0.106554	0.847751	0.045695
AAT	2011-05-06	143,457	367,008	0.596658	0.061555	0.906427	0.032018
AAT	2011-05-13	111,369	249,772	0.478837	0.019373	0.918707	0.06192
AAT	2011-05-20	170,857	330,769	0.477054	0.036088	0.933246	0.030666
AAT	2011-05-27	96,467	288,801	0.448668	0.071961	0.890047	0.037992
AAT	2011-06-03	203,076	476,538	0.451747	0.085365	0.888911	0.025724
AAT	2011-06-10	270,483	440,841	0.600056	0.071898	0.898289	0.029813
AAT	2011-06-17	258,580	425,057	0.526775	0.040839	0.926281	0.032879
AAT	2011-06-24	312,258	680,466	0.372998	0.052369	0.933264	0.014367
AAT	2011-07-01	177,634	349,661	0.527885	0.046664	0.931611	0.021725
AAT	2011-07-08	88,661	377,965	0.366165	0.116986	0.822082	0.060932
AAT	2011-07-15	209,980	500,704	0.266734	0.02586	0.951137	0.023003
AAT	2011-07-22	189,674	564,867	0.28683	0.049141	0.859425	0.091434
AAT	2011-07-29	197,288	516,233	0.388177	0.064777	0.871546	0.063677
AAT	2011-08-05	206,778	584,469	0.371788	0.113336	0.85334	0.033324
AAT	2011-08-12	395,291	1,323,180	0.255269	0.059524	0.912122	0.028354
AAT	2011-08-19	248,536	568,800	0.483071	0.047109	0.922864	0.030027
AAT	2011-08-26	145,144	440,398	0.392876	0.06285	0.911261	0.025889
AAT	2011-09-02	209,979	441,987	0.448934	0.156437	0.830407	0.013156
AAT	2011-09-09	183,617	385,452	0.357031	0.063763	0.83173	0.104507
AAT	2011-09-16	360,618	818,020	0.395908	0.103407	0.870092	0.026501
AAT	2011-09-23	278,326	612,492	0.457068	0.104479	0.787226	0.108296
AAT	2011-09-30	255,723	647,146	0.377194	0.144091	0.814668	0.04124
AAT	2011-10-07	345,616	792,217	0.418981	0.142504	0.828765	0.028731
AAT	2011-10-14	193,603	429,524	0.348543	0.065107	0.893578	0.041316
AAT	2011-10-21	180,062	346,009	0.369605	0.058646	0.927477	0.013877
AAT	2011-10-28	182,474	417,298	0.473201	0.086367	0.863085	0.050548
AAT	2011-11-04	153,274	438,912	0.402239	0.096379	0.871386	0.032235
AAT	2011-11-11	349,485	560,150	0.619725	0.114939	0.865829	0.019232
AAT	2011-11-18	470,425	1,167,659	0.451293	0.102647	0.851259	0.046094
AAT	2011-11-25	244,951	666,007	0.433577	0.094546	0.871623	0.033831
AAT	2011-12-02	1,347,105	3,665,451	0.363627	0.085549	0.870971	0.04348
AAT	2011-12-09	305,682	740,589	0.498017	0.08866	0.835332	0.076007
AAT	2011-12-16	358,210	865,053	0.424417	0.069072	0.895926	0.035002
AAT	2011-12-23	269,723	634,752	0.44401	0.120997	0.863472	0.015531
AAT	2011-12-30	214,726	385,225	0.510378	0.083644	0.903072	0.013284
AAT	2012-01-06	101,369	231,066	0.514985	0.116284	0.83583	0.047886
AAT	2012-01-13	112,747	292,524	0.394244	0.109812	0.865544	0.024644
AAT	2012-01-20	122,602	241,061	0.498853	0.118966	0.86452	0.016514
AAT	2012-01-27	151,417	372,941	0.324936	0.159127	0.814487	0.026386
AAT	2012-02-03	199,515	481,331	0.446556	0.120825	0.86231	0.016864
AAT	2012-02-10	134,267	337,559	0.428539	0.128013	0.823963	0.048025
AAT	2012-02-17	174,621	466,123	0.375193	0.131537	0.85545	0.013013
AAT	2012-02-24	122,400	333,698	0.434296	0.045287	0.924981	0.029732
AAT	2012-03-02	222,772	608,141	0.40884	0.124073	0.860465	0.015462
AAT	2012-03-09	365,875	698,053	0.490359	0.090985	0.896447	0.012568
AAT	2012-03-16	420,823	775,541	0.49184	0.056021	0.932306	0.011672
AAT	2012-03-23	143,161	367,412	0.448208	0.053689	0.931152	0.015159
AAT	2012-03-30	160,709	471,129	0.369073	0.0604	0.920232	0.019368
AAT	2012-04-06	143,732	268,335	0.519582	0.069636	0.918659	0.011706
AAT	2012-04-13	217,894	401,270	0.576441	0.074849	0.914448	0.010702
AAT	2012-04-20	200,887	365,003	0.508243	0.076803	0.914487	0.00871
AAT	2012-04-27	152,128	302,367	0.498418	0.03313	0.957565	0.009305
AAT	2012-05-04	266,531	715,413	0.454422	0.10277	0.835697	0.061533
AAT	2012-05-11	151,963	337,879	0.518628	0.112181	0.868554	0.019266
AAT	2012-05-18	192,868	412,621	0.414509	0.075634	0.862173	0.062193
AAT	2012-05-25	222,893	460,759	0.394711	0.086682	0.904286	0.009032
AAT	2012-06-01	206,610	415,728	0.451774	0.048765	0.91101	0.040225

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