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
ACLS	2015-05-22	541,329	1,868,947	0.353605	0.746266	0.197472	0.056263
ACLS	2015-05-29	346,110	1,236,145	0.337485	0.743562	0.162705	0.093734
ACLS	2015-06-05	537,333	1,567,751	0.310964	0.71322	0.213934	0.072845
ACLS	2015-06-12	638,847	1,511,957	0.471494	0.732759	0.1593	0.107941
ACLS	2015-06-19	537,589	1,614,049	0.345723	0.78727	0.154612	0.058118
ACLS	2015-06-26	2,045,477	4,774,086	0.416002	0.770055	0.192672	0.037272
ACLS	2015-07-03	1,165,575	1,965,259	0.565288	0.728534	0.221629	0.049837
ACLS	2015-07-10	929,749	1,880,679	0.556723	0.7598	0.191755	0.048445
ACLS	2015-07-17	1,205,641	2,540,413	0.48169	0.751936	0.214787	0.033276
ACLS	2015-07-24	1,193,471	2,874,174	0.506721	0.678853	0.237962	0.083185
ACLS	2015-07-31	1,307,001	2,257,999	0.606565	0.703139	0.261667	0.035194
ACLS	2015-08-07	2,224,187	5,459,158	0.459279	0.698757	0.273946	0.027297
ACLS	2015-08-14	1,154,072	3,222,490	0.44136	0.727612	0.221889	0.050499
ACLS	2015-08-21	1,615,031	3,401,080	0.529621	0.704469	0.198935	0.096596
ACLS	2015-08-28	577,917	2,173,903	0.311743	0.682662	0.216501	0.100836
ACLS	2015-09-04	899,628	1,888,952	0.51095	0.792057	0.119652	0.08829
ACLS	2015-09-11	958,396	2,256,983	0.461861	0.772784	0.168446	0.05877
ACLS	2015-09-18	1,159,332	2,826,566	0.470986	0.733963	0.196809	0.069228
ACLS	2015-09-25	1,255,182	5,042,127	0.279907	0.803649	0.158544	0.037807
ACLS	2015-10-02	1,106,518	3,043,941	0.369999	0.742214	0.210368	0.047418
ACLS	2015-10-09	863,465	2,209,029	0.388487	0.758481	0.183466	0.058053
ACLS	2015-10-16	860,292	2,128,250	0.449352	0.7026	0.23575	0.06165
ACLS	2015-10-23	1,154,229	2,709,895	0.480025	0.797329	0.162802	0.03987
ACLS	2015-10-30	761,186	1,623,920	0.502713	0.757471	0.19126	0.051269
ACLS	2015-11-06	2,203,811	8,024,653	0.396737	0.763385	0.152173	0.084441
ACLS	2015-11-13	1,682,483	3,240,419	0.552311	0.668224	0.202241	0.129535
ACLS	2015-11-20	858,422	2,763,214	0.375237	0.662511	0.250596	0.086894
ACLS	2015-11-27	239,511	776,453	0.357587	0.691902	0.243521	0.064577
ACLS	2015-12-04	533,133	1,588,073	0.356453	0.755949	0.186839	0.057213
ACLS	2015-12-11	578,937	1,439,644	0.501564	0.687471	0.220053	0.092476
ACLS	2015-12-18	970,197	1,878,316	0.560611	0.716125	0.2213	0.062574
ACLS	2015-12-25	462,575	898,695	0.566786	0.717391	0.228468	0.05414
ACLS	2016-01-01	639,600	1,166,155	0.571837	0.775652	0.194148	0.0302
ACLS	2016-01-08	949,415	1,661,851	0.625108	0.681642	0.216495	0.101863
ACLS	2016-01-15	1,599,026	3,081,708	0.583563	0.740504	0.222371	0.037125
ACLS	2016-01-22	1,128,056	2,633,999	0.449632	0.704105	0.205475	0.09042
ACLS	2016-01-29	939,643	1,888,654	0.507693	0.752397	0.198889	0.048714
ACLS	2016-02-05	1,644,043	3,447,783	0.554503	0.832098	0.137363	0.030539
ACLS	2016-02-12	687,866	1,955,076	0.47946	0.702853	0.257541	0.039605
ACLS	2016-02-19	455,294	877,248	0.51444	0.803994	0.159766	0.036241
ACLS	2016-02-26	560,662	1,557,535	0.530568	0.742407	0.191756	0.065836
ACLS	2016-03-04	670,503	1,581,923	0.52308	0.782499	0.163817	0.053684
ACLS	2016-03-11	711,687	1,703,722	0.487788	0.751888	0.206312	0.041801
ACLS	2016-03-18	554,968	1,208,208	0.464188	0.702942	0.188211	0.108847
ACLS	2016-03-25	509,155	1,308,964	0.440066	0.655959	0.197609	0.146433
ACLS	2016-04-01	754,349	1,817,467	0.481106	0.652991	0.20669	0.140318
ACLS	2016-04-08	654,446	1,571,035	0.473029	0.719313	0.184826	0.095862
ACLS	2016-04-15	433,277	980,122	0.521243	0.692896	0.224799	0.082305
ACLS	2016-04-22	443,504	932,262	0.49713	0.759428	0.185547	0.055024
ACLS	2016-04-29	510,954	1,112,137	0.491088	0.762344	0.177399	0.060257
ACLS	2016-05-06	1,678,368	3,392,980	0.519301	0.742539	0.21584	0.041621
ACLS	2016-05-13	554,693	1,257,357	0.551793	0.723169	0.217714	0.059117
ACLS	2016-05-20	697,790	1,452,708	0.481809	0.7691	0.177626	0.053274
ACLS	2016-05-27	646,750	1,440,778	0.539192	0.733148	0.218061	0.048791
ACLS	2016-06-03	721,397	1,520,631	0.532203	0.686557	0.214692	0.098751
ACLS	2016-06-10	508,904	1,817,070	0.513831	0.725283	0.218007	0.05671
ACLS	2016-06-17	471,003	1,113,737	0.529719	0.68411	0.168677	0.147213
ACLS	2016-06-24	498,354	1,140,910	0.557066	0.682484	0.258185	0.059332
ACLS	2016-07-01	638,728	1,670,120	0.448028	0.712532	0.18138	0.106088
ACLS	2016-07-08	131,244	293,359	0.511878	0.711252	0.243056	0.045692
ACLS	2016-07-15	293,054	500,765	0.575688	0.667207	0.274982	0.057811
ACLS	2016-07-22	145,561	259,573	0.63883	0.755288	0.193952	0.050761
ACLS	2016-07-29	126,187	337,083	0.607335	0.568103	0.368675	0.063223
ACLS	2016-08-05	482,608	1,072,306	0.553561	0.662859	0.213171	0.12397
ACLS	2016-08-12	254,561	637,040	0.429862	0.681515	0.19599	0.122495
ACLS	2016-08-19	208,016	439,932	0.488883	0.743122	0.19527	0.061608
ACLS	2016-08-26	113,310	257,119	0.542287	0.741273	0.192168	0.066559
ACLS	2016-09-02	179,703	337,800	0.520704	0.731935	0.209484	0.058581
ACLS	2016-09-09	179,218	399,185	0.492621	0.775348	0.180825	0.043827
ACLS	2016-09-16	261,665	525,027	0.567073	0.679835	0.248238	0.071926
ACLS	2016-09-23	151,374	376,531	0.513618	0.723094	0.179633	0.097274
ACLS	2016-09-30	218,716	432,293	0.502108	0.77941	0.154748	0.065842
ACLS	2016-10-07	202,571	380,137	0.60362	0.710606	0.212054	0.07734
ACLS	2016-10-14	115,183	214,147	0.61216	0.709394	0.240045	0.050561
ACLS	2016-10-21	112,770	228,434	0.518754	0.751316	0.195755	0.052929
ACLS	2016-10-28	122,075	236,732	0.53108	0.812012	0.156893	0.031095
ACLS	2016-11-04	451,384	924,977	0.548692	0.806266	0.165537	0.028197
ACLS	2016-11-11	244,200	491,930	0.581331	0.660868	0.290523	0.048609
ACLS	2016-11-18	294,661	501,926	0.573899	0.711017	0.183227	0.105756
ACLS	2016-11-25	78,675	152,923	0.530761	0.742207	0.208435	0.049358
ACLS	2016-12-02	191,871	260,527	0.737185	0.787068	0.120009	0.092924
ACLS	2016-12-09	209,505	301,747	0.623249	0.892609	0.075247	0.032144
ACLS	2016-12-16	138,547	270,231	0.611296	0.840998	0.123363	0.03564
ACLS	2016-12-23	101,295	215,543	0.60837	0.766665	0.159368	0.073968
ACLS	2016-12-30	134,260	213,416	0.660233	0.861779	0.113322	0.024899
ACLS	2017-01-06	129,881	318,175	0.53253	0.804271	0.167444	0.028285
ACLS	2017-01-13	318,317	792,216	0.531715	0.825592	0.139101	0.035307
ACLS	2017-01-20	205,177	370,890	0.634812	0.813554	0.13778	0.048666
ACLS	2017-01-27	162,658	369,360	0.578737	0.75155	0.191876	0.056574
ACLS	2017-02-03	497,295	945,478	0.633893	0.791187	0.179167	0.029646
ACLS	2017-02-10	418,327	778,588	0.555958	0.736183	0.124482	0.139336
ACLS	2017-02-17	445,697	749,262	0.663799	0.798031	0.133007	0.068963
ACLS	2017-02-24	179,718	391,324	0.539281	0.768461	0.180677	0.050862
ACLS	2017-03-03	389,227	646,252	0.722483	0.806259	0.163547	0.030194
ACLS	2017-03-10	142,694	363,628	0.494861	0.773009	0.172269	0.054722
ACLS	2017-03-17	207,569	535,085	0.489397	0.773854	0.171015	0.055131
ACLS	2017-03-24	288,014	517,139	0.602804	0.797004	0.180087	0.022909
ACLS	2017-03-31	539,769	1,007,583	0.575601	0.843831	0.128105	0.028065
ACLS	2017-04-07	465,738	789,828	0.664682	0.805023	0.15887	0.036107
ACLS	2017-04-14	179,644	431,343	0.51033	0.779406	0.175081	0.045513

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