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	2013-03-15	262,464	374,911	0.711084	0.245164	0.617942	0.136894
ACGL	2013-03-22	396,023	726,205	0.55733	0.227973	0.603254	0.168773
ACGL	2013-03-29	610,577	1,032,835	0.610604	0.247895	0.599122	0.152984
ACGL	2013-04-05	1,004,632	1,638,105	0.668533	0.541714	0.37012	0.088166
ACGL	2013-04-12	820,037	1,752,871	0.573914	0.599489	0.297204	0.103307
ACGL	2013-04-19	922,073	1,646,630	0.61216	0.589278	0.323497	0.087225
ACGL	2013-04-26	891,145	1,392,794	0.735952	0.590756	0.313892	0.095352
ACGL	2013-05-03	982,045	1,509,740	0.624157	0.588269	0.354549	0.057183
ACGL	2013-05-10	687,805	1,371,736	0.646189	0.537974	0.397154	0.064872
ACGL	2013-05-17	2,359,523	3,069,201	0.69385	0.803622	0.162554	0.033824
ACGL	2013-05-24	766,318	1,351,886	0.640505	0.6213	0.32275	0.055951
ACGL	2013-05-31	468,261	1,151,474	0.505689	0.541474	0.345363	0.113163
ACGL	2013-06-07	963,935	1,764,789	0.549949	0.627853	0.320256	0.051891
ACGL	2013-06-14	425,334	895,789	0.523452	0.597892	0.346193	0.055915
ACGL	2013-06-21	698,093	1,420,534	0.57721	0.559305	0.358551	0.082145
ACGL	2013-06-28	764,627	1,805,614	0.585646	0.514045	0.28342	0.202535
ACGL	2013-07-05	382,094	738,566	0.607543	0.648872	0.262148	0.08898
ACGL	2013-07-12	487,210	1,130,429	0.567315	0.668478	0.272472	0.05905
ACGL	2013-07-19	721,516	1,175,689	0.665982	0.603275	0.335934	0.060791
ACGL	2013-07-26	775,852	1,309,107	0.5935	0.650049	0.310117	0.039834
ACGL	2013-08-02	417,851	1,059,684	0.554171	0.594412	0.357349	0.048239
ACGL	2013-08-09	386,217	781,441	0.527375	0.554462	0.420647	0.024891
ACGL	2013-08-16	502,651	770,967	0.687821	0.536642	0.423418	0.03994
ACGL	2013-08-23	316,871	565,127	0.608711	0.499474	0.303583	0.196943
ACGL	2013-08-30	381,161	592,624	0.691504	0.530925	0.391582	0.077493
ACGL	2013-09-06	279,374	468,716	0.693998	0.584838	0.386244	0.028918
ACGL	2013-09-13	458,013	980,453	0.627517	0.501997	0.4707	0.027302
ACGL	2013-09-20	570,942	1,335,306	0.510113	0.599275	0.372058	0.028668
ACGL	2013-09-27	457,972	1,464,763	0.451113	0.577106	0.392756	0.030138
ACGL	2013-10-04	586,455	999,095	0.649611	0.632347	0.34727	0.020383
ACGL	2013-10-11	593,006	999,113	0.65882	0.613598	0.358318	0.028084
ACGL	2013-10-18	231,472	679,223	0.439586	0.607897	0.356298	0.035805
ACGL	2013-10-25	354,381	705,176	0.55374	0.621841	0.332143	0.046016
ACGL	2013-11-01	550,087	1,226,962	0.575579	0.613099	0.348849	0.038052
ACGL	2013-11-08	377,450	754,329	0.507788	0.707894	0.258909	0.033197
ACGL	2013-11-15	349,615	612,295	0.574965	0.649557	0.326875	0.023569
ACGL	2013-11-22	258,475	675,544	0.480386	0.58812	0.396299	0.015581
ACGL	2013-11-29	187,811	434,613	0.498185	0.478945	0.493725	0.02733
ACGL	2013-12-06	401,885	855,925	0.480771	0.640139	0.339557	0.020304
ACGL	2013-12-13	213,492	549,877	0.443979	0.651876	0.326468	0.021656
ACGL	2013-12-20	530,022	946,955	0.540505	0.57478	0.393148	0.032072
ACGL	2013-12-27	126,030	315,651	0.460186	0.599778	0.375282	0.024939
ACGL	2014-01-03	998,933	1,630,149	0.58706	0.596955	0.382279	0.020766
ACGL	2014-01-10	880,012	2,242,342	0.425418	0.670189	0.296772	0.033039
ACGL	2014-01-17	315,186	1,002,219	0.387233	0.599617	0.374343	0.02604
ACGL	2014-01-24	368,926	1,302,447	0.37396	0.584043	0.393629	0.022328
ACGL	2014-01-31	343,044	787,852	0.454143	0.536925	0.437693	0.025382
ACGL	2014-02-07	456,840	925,339	0.476781	0.548346	0.424082	0.027572
ACGL	2014-02-14	575,069	1,445,022	0.473123	0.563243	0.392974	0.043783
ACGL	2014-02-21	316,444	762,355	0.42768	0.593189	0.379195	0.027616
ACGL	2014-02-28	645,050	1,356,722	0.467796	0.50789	0.350897	0.141213
ACGL	2014-03-07	440,332	1,403,246	0.370516	0.514777	0.462007	0.023215
ACGL	2014-03-14	539,409	957,654	0.511945	0.519879	0.451213	0.028908
ACGL	2014-03-21	928,036	1,715,858	0.497712	0.508004	0.460087	0.031908
ACGL	2014-03-28	364,218	877,578	0.371949	0.586797	0.390593	0.02261
ACGL	2014-04-04	546,660	1,285,172	0.405431	0.584986	0.398994	0.01602
ACGL	2014-04-11	568,112	2,362,704	0.377316	0.515989	0.433294	0.050717
ACGL	2014-04-18	255,642	672,390	0.390752	0.642743	0.31718	0.040078
ACGL	2014-04-25	219,591	576,218	0.442594	0.605245	0.347027	0.047727
ACGL	2014-05-02	328,956	1,288,538	0.302553	0.603096	0.362128	0.034777
ACGL	2014-05-09	456,279	1,100,735	0.4181	0.587885	0.312239	0.099876
ACGL	2014-05-16	492,314	1,293,100	0.366673	0.695047	0.204288	0.100665
ACGL	2014-05-23	358,197	1,019,306	0.478008	0.679335	0.287037	0.033628
ACGL	2014-05-30	170,604	713,059	0.296785	0.607316	0.368993	0.023691
ACGL	2014-06-06	586,585	2,406,309	0.294024	0.637968	0.311197	0.050834
ACGL	2014-06-13	242,426	693,662	0.359758	0.658722	0.312892	0.028387
ACGL	2014-06-20	170,652	589,494	0.313121	0.655644	0.319179	0.025177
ACGL	2014-06-27	177,223	537,153	0.338273	0.635028	0.340945	0.024027
ACGL	2014-07-04	130,865	469,079	0.330226	0.557336	0.34837	0.094294
ACGL	2014-07-11	227,373	615,669	0.406305	0.602735	0.352062	0.045202
ACGL	2014-07-18	238,586	962,548	0.329495	0.568008	0.330946	0.101046
ACGL	2014-07-25	211,708	956,623	0.236605	0.578398	0.384666	0.036936
ACGL	2014-08-01	687,872	1,944,779	0.368672	0.586122	0.379279	0.034598
ACGL	2014-08-08	537,019	1,459,663	0.364465	0.569073	0.4143	0.016626
ACGL	2014-08-15	451,551	1,206,402	0.414508	0.484216	0.499808	0.015976
ACGL	2014-08-22	432,758	1,612,100	0.358829	0.546576	0.425464	0.02796
ACGL	2014-08-29	561,800	1,206,342	0.493472	0.643159	0.348122	0.008719
ACGL	2014-09-05	1,115,971	2,368,155	0.378343	0.641935	0.344846	0.013219
ACGL	2014-09-12	904,503	6,768,802	0.292079	0.358187	0.543367	0.098447
ACGL	2014-09-19	930,049	6,579,447	0.244269	0.476112	0.474287	0.049601
ACGL	2014-09-26	667,971	1,854,052	0.383646	0.490568	0.468345	0.041087
ACGL	2014-10-03	718,931	1,838,203	0.401218	0.50701	0.459587	0.033403
ACGL	2014-10-10	426,029	1,157,172	0.338593	0.477107	0.506727	0.016167
ACGL	2014-10-17	515,983	1,245,215	0.419799	0.668496	0.30521	0.026294
ACGL	2014-10-24	413,542	848,544	0.416241	0.544025	0.425979	0.029997
ACGL	2014-10-31	454,755	1,249,423	0.396416	0.643525	0.295638	0.060837
ACGL	2014-11-07	263,398	812,821	0.314611	0.669605	0.308558	0.021837
ACGL	2014-11-14	329,693	1,129,417	0.353749	0.611695	0.351649	0.036656
ACGL	2014-11-21	218,789	1,102,256	0.316173	0.61234	0.328393	0.059267
ACGL	2014-11-28	262,969	2,686,386	0.267815	0.515775	0.430517	0.053708
ACGL	2014-12-05	257,303	1,125,380	0.249333	0.58857	0.353287	0.058143
ACGL	2014-12-12	365,544	1,423,483	0.299904	0.516533	0.446508	0.036959
ACGL	2014-12-19	668,405	1,894,728	0.396686	0.44902	0.498312	0.052668
ACGL	2014-12-26	157,081	509,471	0.327421	0.510323	0.313894	0.175783
ACGL	2015-01-02	149,617	528,228	0.379776	0.533575	0.428233	0.038192
ACGL	2015-01-09	414,636	947,321	0.40286	0.480962	0.490221	0.028817
ACGL	2015-01-16	567,620	1,622,579	0.370142	0.411277	0.500153	0.08857
ACGL	2015-01-23	308,102	809,334	0.408242	0.42768	0.528112	0.044208
ACGL	2015-01-30	485,007	1,376,776	0.339201	0.469307	0.458754	0.071939
ACGL	2015-02-06	364,764	763,996	0.430818	0.582958	0.395513	0.021529

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