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
AB	2013-07-05	753,764	1,659,416	0.507476	0.636994	0.344373	0.018633
AB	2013-07-12	1,110,826	3,798,922	0.409279	0.578415	0.390735	0.03085
AB	2013-07-19	832,361	1,629,154	0.613841	0.641018	0.309502	0.04948
AB	2013-07-26	426,729	1,162,875	0.437491	0.660405	0.326841	0.012753
AB	2013-08-02	478,040	941,850	0.577585	0.702728	0.279644	0.017628
AB	2013-08-09	442,660	845,716	0.576792	0.671063	0.313175	0.015762
AB	2013-08-16	672,126	1,369,988	0.557039	0.766382	0.221081	0.012537
AB	2013-08-23	823,611	1,686,221	0.527954	0.772987	0.171872	0.055141
AB	2013-08-30	374,302	1,268,080	0.325941	0.802709	0.192353	0.004938
AB	2013-09-06	316,148	866,809	0.314667	0.71115	0.286421	0.002428
AB	2013-09-13	402,905	1,141,635	0.383003	0.711151	0.272232	0.016618
AB	2013-09-20	511,763	1,683,777	0.358435	0.697524	0.294204	0.008272
AB	2013-09-27	397,472	1,289,175	0.360121	0.759877	0.226106	0.014017
AB	2013-10-04	329,592	1,235,973	0.325691	0.688019	0.295507	0.016475
AB	2013-10-11	443,343	1,929,172	0.308465	0.690573	0.294673	0.014754
AB	2013-10-18	604,087	1,759,631	0.378877	0.735574	0.260368	0.004058
AB	2013-10-25	959,626	1,825,371	0.517678	0.790204	0.202775	0.00702
AB	2013-11-01	1,234,588	2,227,499	0.552205	0.718366	0.273501	0.008132
AB	2013-11-08	669,216	1,384,106	0.516796	0.652019	0.321474	0.026507
AB	2013-11-15	575,137	1,307,934	0.475011	0.690901	0.29871	0.010389
AB	2013-11-22	917,763	2,092,672	0.436123	0.720755	0.267717	0.011528
AB	2013-11-29	424,114	1,156,219	0.400428	0.687219	0.290894	0.021886
AB	2013-12-06	857,597	2,493,477	0.494211	0.672616	0.316165	0.011218
AB	2013-12-13	551,312	1,800,772	0.332208	0.700363	0.288018	0.011619
AB	2013-12-20	377,917	1,460,335	0.298754	0.745684	0.232925	0.02139
AB	2013-12-27	341,100	1,067,344	0.358468	0.660881	0.31175	0.02737
AB	2014-01-03	347,217	977,756	0.414501	0.722824	0.268533	0.008643
AB	2014-01-10	649,833	1,226,394	0.5345	0.752111	0.242104	0.005785
AB	2014-01-17	789,335	1,806,289	0.496653	0.654237	0.316261	0.029502
AB	2014-01-24	320,996	814,400	0.400933	0.753556	0.232417	0.014027
AB	2014-01-31	470,424	1,214,403	0.388424	0.646899	0.342473	0.010629
AB	2014-02-07	724,820	1,534,536	0.473785	0.768123	0.220107	0.01177
AB	2014-02-14	835,805	1,951,803	0.498577	0.688024	0.29581	0.016165
AB	2014-02-21	1,438,522	2,838,704	0.535065	0.678826	0.306148	0.015026
AB	2014-02-28	549,033	1,281,130	0.416011	0.729408	0.206795	0.063796
AB	2014-03-07	434,915	1,135,557	0.353184	0.739812	0.245739	0.014449
AB	2014-03-14	879,261	1,788,979	0.433589	0.772208	0.21268	0.015112
AB	2014-03-21	1,012,635	2,287,892	0.5307	0.647856	0.31164	0.040505
AB	2014-03-28	765,028	1,727,002	0.463269	0.744879	0.239727	0.015394
AB	2014-04-04	699,800	2,033,885	0.38827	0.671276	0.308676	0.020047
AB	2014-04-11	1,253,563	2,272,396	0.514508	0.729014	0.259486	0.0115
AB	2014-04-18	582,132	996,736	0.578264	0.687316	0.298059	0.014625
AB	2014-04-25	679,962	1,462,911	0.559137	0.714995	0.269714	0.015291
AB	2014-05-02	623,160	1,498,914	0.410899	0.691797	0.299091	0.009112
AB	2014-05-09	413,227	1,750,725	0.272476	0.623479	0.258492	0.118029
AB	2014-05-16	433,098	1,377,022	0.336734	0.582584	0.318306	0.09911
AB	2014-05-23	378,947	1,041,850	0.373144	0.628663	0.353091	0.018246
AB	2014-05-30	421,268	1,210,213	0.405463	0.629351	0.351429	0.019219
AB	2014-06-06	598,027	1,847,296	0.384907	0.575532	0.398143	0.026325
AB	2014-06-13	486,268	1,670,962	0.357985	0.574568	0.405679	0.019752
AB	2014-06-20	491,638	1,545,407	0.320285	0.595711	0.382892	0.021397
AB	2014-06-27	317,293	962,392	0.342166	0.602203	0.371722	0.026075
AB	2014-07-04	283,771	782,140	0.42632	0.65438	0.271573	0.074047
AB	2014-07-11	531,140	1,416,837	0.394417	0.564205	0.412398	0.023398
AB	2014-07-18	384,099	1,096,166	0.415854	0.651941	0.284021	0.064039
AB	2014-07-25	262,677	883,101	0.379988	0.607547	0.364871	0.027582
AB	2014-08-01	510,081	1,559,563	0.360256	0.587463	0.389627	0.02291
AB	2014-08-08	441,429	1,187,536	0.376883	0.628566	0.350399	0.021035
AB	2014-08-15	386,829	940,043	0.408854	0.60468	0.373424	0.021896
AB	2014-08-22	474,416	1,121,055	0.474841	0.618535	0.363143	0.018322
AB	2014-08-29	318,962	883,537	0.432384	0.580131	0.377302	0.042567
AB	2014-09-05	188,734	622,250	0.318544	0.596164	0.385492	0.018344
AB	2014-09-12	304,159	991,393	0.301588	0.579994	0.357126	0.062879
AB	2014-09-19	328,851	686,723	0.472593	0.656451	0.321941	0.021608
AB	2014-09-26	374,254	896,757	0.431781	0.662987	0.31816	0.018853
AB	2014-10-03	367,160	952,027	0.398567	0.651442	0.33234	0.016218
AB	2014-10-10	424,296	1,182,540	0.405547	0.571489	0.404858	0.023653
AB	2014-10-17	616,406	2,028,429	0.330955	0.637935	0.339991	0.022075
AB	2014-10-24	544,472	1,255,438	0.426867	0.550762	0.43323	0.016008
AB	2014-10-31	492,708	1,218,272	0.456993	0.55398	0.384907	0.061113
AB	2014-11-07	355,125	1,216,645	0.33814	0.651567	0.332856	0.015577
AB	2014-11-14	452,890	1,154,065	0.396969	0.601987	0.38771	0.010303
AB	2014-11-21	382,123	1,327,371	0.43565	0.546545	0.438402	0.015053
AB	2014-11-28	206,252	524,406	0.368445	0.547645	0.441324	0.01103
AB	2014-12-05	306,769	1,148,307	0.444606	0.594222	0.380342	0.025436
AB	2014-12-12	498,760	2,782,978	0.21978	0.508507	0.445683	0.04581
AB	2014-12-19	223,190	1,217,956	0.202863	0.505052	0.462753	0.032195
AB	2014-12-26	205,795	1,003,217	0.326019	0.523418	0.377905	0.098677
AB	2015-01-02	305,126	1,111,107	0.334409	0.592333	0.391391	0.016276
AB	2015-01-09	472,242	1,230,150	0.399471	0.623202	0.350158	0.02664
AB	2015-01-16	419,034	791,787	0.548397	0.514171	0.434091	0.051738
AB	2015-01-23	349,454	852,691	0.443531	0.537924	0.443767	0.018309
AB	2015-01-30	689,690	1,554,230	0.455071	0.520309	0.423177	0.056513
AB	2015-02-06	601,944	1,633,647	0.38102	0.591449	0.386971	0.02158
AB	2015-02-13	661,262	1,821,254	0.434265	0.570155	0.401988	0.027856
AB	2015-02-20	454,007	1,396,029	0.32453	0.636608	0.346142	0.01725
AB	2015-02-27	724,995	2,127,812	0.357676	0.604575	0.362275	0.03315
AB	2015-03-06	801,290	1,635,069	0.498162	0.588648	0.33364	0.077712
AB	2015-03-13	685,699	1,668,236	0.469262	0.576807	0.334729	0.088463
AB	2015-03-20	914,140	1,769,624	0.596893	0.572482	0.391803	0.035715
AB	2015-03-27	520,573	1,201,822	0.454519	0.59659	0.385137	0.018273
AB	2015-04-03	348,745	678,438	0.532734	0.701661	0.276767	0.021573
AB	2015-04-10	317,545	660,352	0.428347	0.754865	0.237351	0.007784
AB	2015-04-17	553,076	1,124,220	0.420079	0.722084	0.259998	0.017917
AB	2015-04-24	363,865	812,927	0.459564	0.648816	0.295638	0.055545
AB	2015-05-01	628,445	1,397,846	0.442691	0.592937	0.336689	0.070374
AB	2015-05-08	564,432	1,517,568	0.47584	0.584487	0.382797	0.032716
AB	2015-05-15	380,017	998,676	0.419483	0.534421	0.445954	0.019625
AB	2015-05-22	456,762	934,641	0.592843	0.485478	0.496682	0.01784
AB	2015-05-29	362,746	782,567	0.479676	0.501782	0.478599	0.019619

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