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
ACGL	2011-04-15	234,965	491,588	0.487248	0.166359	0.773384	0.060257
ACGL	2011-04-22	245,967	307,502	0.829381	0.240722	0.662235	0.097043
ACGL	2011-04-29	290,587	522,145	0.542745	0.242907	0.667078	0.090015
ACGL	2011-05-06	198,044	324,504	0.600825	0.178638	0.728413	0.092949
ACGL	2011-05-13	383,305	806,507	0.585375	0.285957	0.582932	0.131111
ACGL	2011-05-20	394,556	1,046,451	0.48456	0.342259	0.587666	0.070075
ACGL	2011-05-27	453,484	902,743	0.515015	0.166697	0.737961	0.095342
ACGL	2011-06-03	470,765	830,741	0.563841	0.171321	0.761164	0.067514
ACGL	2011-06-10	346,469	641,365	0.568105	0.188451	0.755339	0.05621
ACGL	2011-06-17	569,686	898,471	0.613923	0.156251	0.776153	0.067596
ACGL	2011-06-24	449,491	919,258	0.551362	0.156113	0.779904	0.063983
ACGL	2011-07-01	559,078	1,096,940	0.52723	0.178518	0.741025	0.080457
ACGL	2011-07-08	250,655	505,442	0.537611	0.215246	0.669267	0.115487
ACGL	2011-07-15	562,821	913,271	0.568133	0.23323	0.692419	0.074351
ACGL	2011-07-22	611,346	1,020,797	0.626592	0.190295	0.593224	0.216481
ACGL	2011-07-29	1,184,990	1,829,684	0.65008	0.215798	0.648131	0.136071
ACGL	2011-08-05	1,146,374	1,925,415	0.611019	0.226455	0.691533	0.082012
ACGL	2011-08-12	1,612,075	2,768,453	0.623728	0.230409	0.638053	0.131539
ACGL	2011-08-19	1,262,776	2,055,994	0.617939	0.25947	0.625404	0.115126
ACGL	2011-08-26	776,307	1,567,541	0.52549	0.226874	0.662885	0.110241
ACGL	2011-09-02	600,027	1,243,203	0.471122	0.211265	0.686267	0.102468
ACGL	2011-09-09	711,865	1,415,961	0.492852	0.12988	0.592511	0.277608
ACGL	2011-09-16	897,600	1,805,859	0.510923	0.182181	0.719167	0.098652
ACGL	2011-09-23	787,808	1,509,208	0.552354	0.158557	0.600103	0.24134
ACGL	2011-09-30	472,745	1,002,645	0.477502	0.170033	0.689468	0.1405
ACGL	2011-10-07	879,457	1,463,561	0.582585	0.228087	0.65966	0.112254
ACGL	2011-10-14	617,467	1,179,833	0.546519	0.131722	0.663343	0.204935
ACGL	2011-10-21	883,193	1,553,971	0.582324	0.235773	0.651708	0.112519
ACGL	2011-10-28	1,092,589	1,945,929	0.563335	0.217234	0.572045	0.210721
ACGL	2011-11-04	889,722	1,807,962	0.474762	0.190944	0.598377	0.210679
ACGL	2011-11-11	663,725	1,517,370	0.460198	0.31087	0.485578	0.203552
ACGL	2011-11-18	1,139,922	1,982,383	0.559848	0.19206	0.662512	0.145428
ACGL	2011-11-25	693,581	1,101,279	0.621571	0.212107	0.606876	0.181017
ACGL	2011-12-02	1,132,342	1,989,080	0.568261	0.266887	0.569299	0.163813
ACGL	2011-12-09	790,333	1,898,402	0.433134	0.171396	0.534006	0.294598
ACGL	2011-12-16	653,460	1,312,707	0.497304	0.207743	0.539898	0.252359
ACGL	2011-12-23	612,059	1,126,014	0.51096	0.19152	0.59317	0.21531
ACGL	2011-12-30	327,394	646,911	0.479583	0.200236	0.62481	0.174955
ACGL	2012-01-06	597,507	1,145,550	0.511811	0.227604	0.612446	0.15995
ACGL	2012-01-13	297,641	668,965	0.464298	0.221151	0.596128	0.182721
ACGL	2012-01-20	357,453	637,285	0.54306	0.135105	0.662878	0.202017
ACGL	2012-01-27	425,439	881,301	0.455395	0.197549	0.586839	0.215611
ACGL	2012-02-03	828,738	1,820,243	0.459617	0.235963	0.588425	0.175612
ACGL	2012-02-10	365,338	899,159	0.413987	0.139102	0.62564	0.235258
ACGL	2012-02-17	661,210	1,161,114	0.599346	0.262837	0.590882	0.146282
ACGL	2012-02-24	291,441	716,237	0.419565	0.172539	0.65532	0.17214
ACGL	2012-03-02	496,924	987,130	0.515035	0.263579	0.607757	0.128664
ACGL	2012-03-09	457,868	917,382	0.509955	0.243664	0.657067	0.099269
ACGL	2012-03-16	206,524	686,397	0.339564	0.244193	0.567815	0.187992
ACGL	2012-03-23	292,441	698,968	0.4356	0.26357	0.614907	0.121523
ACGL	2012-03-30	342,835	758,109	0.467211	0.314169	0.514084	0.171747
ACGL	2012-04-06	275,154	630,073	0.451764	0.325157	0.505819	0.169024
ACGL	2012-04-13	548,295	1,097,709	0.532058	0.452184	0.444967	0.10285
ACGL	2012-04-20	528,050	844,710	0.618157	0.331145	0.489521	0.179334
ACGL	2012-04-27	877,676	1,529,284	0.582828	0.239886	0.584569	0.175545
ACGL	2012-05-04	617,441	1,227,529	0.483602	0.25849	0.465828	0.275682
ACGL	2012-05-11	430,705	828,182	0.537249	0.301153	0.544841	0.154006
ACGL	2012-05-18	790,789	1,378,694	0.575281	0.235152	0.563314	0.201535
ACGL	2012-05-25	391,006	714,757	0.556098	0.254305	0.634637	0.111058
ACGL	2012-06-01	332,908	610,091	0.576655	0.269128	0.56647	0.164402
ACGL	2012-06-08	317,879	573,836	0.572108	0.305778	0.638292	0.055929
ACGL	2012-06-15	387,825	991,150	0.443788	0.268866	0.678005	0.053129
ACGL	2012-06-22	569,017	1,350,595	0.467859	0.303879	0.620801	0.07532
ACGL	2012-06-29	581,131	876,829	0.630829	0.30021	0.657303	0.042487
ACGL	2012-07-06	493,481	704,596	0.66977	0.257762	0.617472	0.124766
ACGL	2012-07-13	689,066	1,284,244	0.5696	0.221834	0.6011	0.177066
ACGL	2012-07-20	527,648	946,338	0.560869	0.238743	0.677719	0.083539
ACGL	2012-07-27	709,351	1,157,285	0.649046	0.263679	0.674549	0.061772
ACGL	2012-08-03	495,047	775,884	0.661388	0.22672	0.731094	0.042186
ACGL	2012-08-10	541,292	742,416	0.748309	0.321402	0.615113	0.063485
ACGL	2012-08-17	402,420	639,200	0.629627	0.290118	0.679203	0.030679
ACGL	2012-08-24	428,674	585,057	0.764118	0.259503	0.684701	0.055796
ACGL	2012-08-31	293,274	538,117	0.558916	0.327887	0.64333	0.028783
ACGL	2012-09-07	275,620	554,747	0.538856	0.31274	0.646485	0.040775
ACGL	2012-09-14	283,415	527,658	0.603044	0.289454	0.580211	0.130335
ACGL	2012-09-21	193,149	346,724	0.556842	0.411127	0.556506	0.032367
ACGL	2012-09-28	429,966	726,147	0.579837	0.303747	0.572912	0.123341
ACGL	2012-10-05	642,116	930,764	0.672798	0.32408	0.632344	0.043575
ACGL	2012-10-12	459,866	628,440	0.757549	0.289664	0.526964	0.183371
ACGL	2012-10-19	484,545	813,846	0.643881	0.432882	0.537904	0.029214
ACGL	2012-10-26	438,031	758,159	0.606478	0.376738	0.595883	0.027379
ACGL	2012-11-02	745,873	998,773	0.76133	0.413921	0.545856	0.040223
ACGL	2012-11-09	739,752	1,103,780	0.65393	0.42086	0.563734	0.015406
ACGL	2012-11-16	708,103	1,013,186	0.699716	0.379014	0.598196	0.02279
ACGL	2012-11-23	598,684	880,867	0.664254	0.332942	0.649468	0.017589
ACGL	2012-11-30	780,783	1,218,741	0.633373	0.245067	0.743027	0.011905
ACGL	2012-12-07	583,479	1,211,503	0.529432	0.278774	0.712957	0.008269
ACGL	2012-12-14	554,311	1,103,046	0.508707	0.361867	0.618276	0.019856
ACGL	2012-12-21	900,444	1,471,303	0.632055	0.341976	0.551193	0.106831
ACGL	2012-12-28	494,868	990,042	0.49261	0.272218	0.71283	0.014952
ACGL	2013-01-04	690,216	1,206,792	0.609954	0.266774	0.59998	0.133246
ACGL	2013-01-11	592,414	873,090	0.713262	0.335644	0.558693	0.105663
ACGL	2013-01-18	371,349	607,507	0.644293	0.353567	0.610495	0.035939
ACGL	2013-01-25	365,526	644,426	0.612359	0.311437	0.595364	0.093199
ACGL	2013-02-01	390,944	620,535	0.668729	0.315918	0.592513	0.091569
ACGL	2013-02-08	754,035	987,392	0.782398	0.38481	0.510362	0.104829
ACGL	2013-02-15	849,248	1,243,225	0.662032	0.249136	0.621814	0.12905
ACGL	2013-02-22	333,833	645,808	0.536754	0.238104	0.641727	0.120168
ACGL	2013-03-01	759,080	1,085,993	0.699479	0.204849	0.671768	0.123383
ACGL	2013-03-08	647,059	919,177	0.688306	0.332613	0.590852	0.076535

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