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
ABM	2019-05-03	794,686	1,512,781	0.627745	0.256539	0.681144	0.062317
ABM	2019-05-10	589,715	850,143	0.744756	0.312414	0.589822	0.097764
ABM	2019-05-17	459,133	678,317	0.68014	0.397482	0.539761	0.062757
ABM	2019-05-24	474,193	752,824	0.691556	0.355174	0.556639	0.088187
ABM	2019-05-31	480,046	735,054	0.671737	0.245321	0.670531	0.084148
ABM	2019-06-07	1,186,327	2,205,931	0.613289	0.394713	0.554654	0.050634
ABM	2019-06-14	986,727	1,892,264	0.573295	0.424313	0.516659	0.059028
ABM	2019-06-21	602,054	1,157,440	0.669911	0.365757	0.579406	0.054837
ABM	2019-06-28	800,559	1,439,084	0.618577	0.372082	0.560142	0.067776
ABM	2019-07-05	531,329	836,903	0.658426	0.379703	0.554426	0.065871
ABM	2019-07-12	517,752	775,195	0.757996	0.378099	0.547775	0.074127
ABM	2019-07-19	749,025	1,184,408	0.705271	0.312844	0.632126	0.055029
ABM	2019-07-26	782,307	1,002,530	0.817878	0.31289	0.605776	0.081334
ABM	2019-08-02	1,706,852	2,260,481	0.639931	0.25272	0.694692	0.052589
ABM	2019-08-09	582,381	976,531	0.633028	0.218678	0.719669	0.061653
ABM	2019-08-16	561,353	799,239	0.714424	0.2848	0.657646	0.057554
ABM	2019-08-23	387,483	533,630	0.713255	0.366959	0.56135	0.07169
ABM	2019-08-30	855,177	1,327,281	0.659768	0.442952	0.47714	0.079909
ABM	2019-09-06	948,491	1,356,189	0.651616	0.52888	0.380723	0.090397
ABM	2019-09-13	846,146	1,327,296	0.67732	0.462356	0.425339	0.112304
ABM	2019-09-20	490,401	739,087	0.711604	0.391636	0.5394	0.068964
ABM	2019-09-27	463,157	809,905	0.654897	0.428309	0.503495	0.068197
ABM	2019-10-04	571,777	862,617	0.649577	0.437086	0.50435	0.058564
ABM	2019-10-11	549,634	780,349	0.715247	0.39744	0.503317	0.099242
ABM	2019-10-18	437,574	740,972	0.611699	0.416328	0.474169	0.109504
ABM	2019-10-25	577,172	811,316	0.655656	0.415517	0.482298	0.102185
ABM	2019-11-01	616,981	891,804	0.669829	0.396074	0.484442	0.119484
ABM	2019-11-08	472,550	709,542	0.671967	0.333276	0.541675	0.12505
ABM	2019-11-15	332,031	494,072	0.708301	0.328486	0.574565	0.096949
ABM	2019-11-22	357,200	555,361	0.636477	0.33659	0.571483	0.091927
ABM	2019-11-29	244,935	435,914	0.564345	0.362034	0.541661	0.096305
ABM	2019-12-06	303,075	623,299	0.609835	0.366598	0.557267	0.076135
ABM	2019-12-13	407,355	835,651	0.520454	0.370761	0.512356	0.116882
ABM	2019-12-20	1,141,592	2,280,862	0.489405	0.507116	0.405923	0.086961
ABM	2019-12-27	350,888	788,193	0.60004	0.486549	0.446853	0.066599
ABM	2020-01-03	366,916	615,877	0.625915	0.349952	0.563966	0.086082
ABM	2020-01-10	434,365	669,215	0.711318	0.402389	0.497709	0.099902
ABM	2020-01-17	431,070	954,967	0.486323	0.340113	0.492325	0.167562
ABM	2020-01-24	286,334	557,778	0.574653	0.352325	0.53386	0.113815
ABM	2020-01-31	764,342	1,782,236	0.655511	0.197159	0.679696	0.123145
ABM	2020-02-07	463,524	1,004,342	0.543649	0.285391	0.671706	0.042904
ABM	2020-02-14	299,358	756,723	0.406965	0.229909	0.70416	0.065931
ABM	2020-02-21	589,638	1,273,766	0.459944	0.205282	0.720229	0.074488
ABM	2020-02-28	880,906	1,483,240	0.733081	0.28329	0.609897	0.106813
ABM	2020-03-06	1,257,853	2,371,042	0.590962	0.313597	0.60138	0.085023
ABM	2020-03-13	848,323	1,875,285	0.467746	0.349208	0.579598	0.071194
ABM	2020-03-20	1,254,058	3,102,319	0.487056	0.440898	0.514385	0.044717
ABM	2020-03-27	1,136,342	4,076,734	0.313385	0.310093	0.63347	0.056437
ABM	2020-04-03	839,937	2,271,992	0.461145	0.311462	0.633841	0.054697
ABM	2020-04-10	873,846	2,136,822	0.554579	0.36233	0.558873	0.078797
ABM	2020-04-17	1,944,333	2,947,631	0.73498	0.440313	0.511626	0.048061
ABM	2020-04-24	1,004,204	1,674,512	0.633072	0.300426	0.591818	0.107756
ABM	2020-05-01	1,481,174	2,582,529	0.674869	0.252646	0.638549	0.108805
ABM	2020-05-08	953,361	1,445,749	0.739574	0.25629	0.663512	0.080197
ABM	2020-05-15	1,103,193	1,764,050	0.698696	0.335877	0.597702	0.066421
ABM	2020-05-22	707,279	1,055,929	0.646954	0.297722	0.650191	0.052086
ABM	2020-05-29	714,305	1,342,585	0.625948	0.295079	0.646205	0.058716
ABM	2020-06-05	904,848	2,154,015	0.543189	0.321392	0.613634	0.064974
ABM	2020-06-12	741,043	1,499,359	0.564362	0.289542	0.591299	0.119159
ABM	2020-06-19	2,898,882	4,359,278	0.718861	0.387708	0.577032	0.03526
ABM	2020-06-26	1,196,558	2,372,513	0.595487	0.339222	0.616553	0.044225
ABM	2020-07-03	715,319	1,235,281	0.586513	0.285416	0.661333	0.053251
ABM	2020-07-10	822,720	1,409,410	0.599308	0.298692	0.629392	0.071917
ABM	2020-07-17	913,276	1,591,190	0.721274	0.348327	0.580983	0.070689
ABM	2020-07-24	781,785	1,275,490	0.665263	0.256664	0.683009	0.060327
ABM	2020-07-31	1,303,299	2,385,911	0.722202	0.31447	0.630679	0.054851
ABM	2020-08-07	709,727	1,131,113	0.68496	0.314717	0.614299	0.070984
ABM	2020-08-14	651,851	1,205,023	0.589089	0.311709	0.634578	0.053713
ABM	2020-08-21	682,858	1,479,026	0.627066	0.273243	0.611367	0.11539
ABM	2020-08-28	505,196	934,315	0.611402	0.368716	0.498778	0.132506
ABM	2020-09-04	561,223	898,002	0.672352	0.340422	0.578078	0.081501
ABM	2020-09-11	844,654	1,515,793	0.645585	0.368011	0.581959	0.050031
ABM	2020-09-18	755,965	2,025,801	0.499548	0.271451	0.682709	0.04584
ABM	2020-09-25	480,659	1,586,806	0.455588	0.347439	0.589145	0.063416
ABM	2020-10-02	466,562	1,392,749	0.41515	0.248097	0.69664	0.055263
ABM	2020-10-09	498,502	1,777,454	0.38323	0.271146	0.647274	0.08158
ABM	2020-10-16	457,979	1,135,009	0.44784	0.228441	0.725767	0.045792
ABM	2020-10-23	472,948	960,340	0.534585	0.351237	0.59501	0.053754
ABM	2020-10-30	696,724	1,515,386	0.536091	0.337686	0.620786	0.041528
ABM	2020-11-06	533,083	1,047,021	0.589351	0.27019	0.631308	0.098502
ABM	2020-11-13	705,294	1,526,694	0.567425	0.33438	0.550792	0.114828
ABM	2020-11-20	404,090	1,148,397	0.419913	0.262762	0.691922	0.045316
ABM	2020-11-27	317,280	642,622	0.515744	0.369993	0.570992	0.059016
ABM	2020-12-04	424,185	1,026,242	0.499294	0.320951	0.631557	0.047491
ABM	2020-12-11	524,483	1,071,816	0.527981	0.367981	0.598373	0.033646
ABM	2020-12-18	846,152	2,154,820	0.573216	0.434335	0.528732	0.036933
ABM	2020-12-25	510,082	1,050,989	0.560624	0.369746	0.593777	0.036477
ABM	2021-01-01	407,760	667,989	0.694542	0.288879	0.67035	0.040771
ABM	2021-01-08	852,993	1,437,159	0.606331	0.301241	0.668611	0.030148
ABM	2021-01-15	667,932	1,164,451	0.587312	0.341652	0.618417	0.039931
ABM	2021-01-22	621,142	1,036,546	0.6988	0.31388	0.646876	0.039244
ABM	2021-01-29	986,947	1,869,680	0.64815	0.379654	0.58549	0.034856
ABM	2021-02-05	553,455	1,023,383	0.51666	0.385804	0.59155	0.022646
ABM	2021-02-12	448,216	1,118,656	0.504287	0.371959	0.594557	0.033484
ABM	2021-02-19	330,549	737,831	0.539358	0.370249	0.611968	0.017783
ABM	2021-02-26	488,272	939,853	0.539879	0.304233	0.645767	0.05
ABM	2021-03-05	643,572	1,168,113	0.674465	0.405707	0.565612	0.028682
ABM	2021-03-12	1,059,089	2,240,275	0.56582	0.338428	0.625199	0.036373
ABM	2021-03-19	673,741	2,115,000	0.432664	0.259181	0.710139	0.030679
ABM	2021-03-26	766,302	1,867,862	0.51168	0.461477	0.494615	0.043909

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