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
ABST	2023-01-20	95,032	202,688	0.521998	0.539152	0.336605	0.124244
ABST	2023-01-27	71,821	202,029	0.543398	0.580896	0.278353	0.140751
ABST	2023-02-03	117,390	280,655	0.488028	0.651137	0.22599	0.122874
ABST	2023-02-10	53,469	113,221	0.565	0.572474	0.263002	0.164524
ABST	2023-02-17	373,623	594,564	0.593483	0.602685	0.288121	0.109194
ABST	2023-02-24	132,294	204,268	0.68994	0.646707	0.254952	0.098341
ABST	2023-03-03	149,919	263,156	0.589614	0.656348	0.285215	0.058437
ABST	2023-03-10	192,898	461,830	0.522029	0.637355	0.297205	0.06544
ABST	2023-03-17	206,129	357,669	0.678326	0.598665	0.346875	0.05446
ABST	2023-03-24	65,832	118,679	0.606473	0.520479	0.354649	0.124872
ABST	2023-03-31	115,884	402,163	0.544044	0.435299	0.439297	0.125405
ABST	2023-04-07	164,996	252,989	0.735227	0.66188	0.243368	0.094753
ABST	2023-04-14	430,384	905,592	0.712371	0.582049	0.268048	0.149903
ABST	2023-04-21	402,629	509,553	0.837297	0.579126	0.310128	0.110746
ABST	2023-04-28	435,023	532,045	0.725699	0.622152	0.22197	0.155877
ABST	2023-05-05	486,547	688,546	0.780608	0.641901	0.254556	0.103543
ABST	2023-05-12	6,481,261	18,891,990	0.508436	0.544173	0.322216	0.13361
ABST	2023-05-19	3,215,207	7,386,563	0.513023	0.608184	0.294678	0.097139
ABST	2023-05-26	1,120,204	2,925,291	0.530426	0.64298	0.308815	0.048205
ABST	2023-06-02	1,155,338	3,558,857	0.459498	0.562899	0.411574	0.025527
ABST	2023-06-09	656,252	1,630,129	0.539659	0.62027	0.377059	0.002671
ABST	2023-06-16	766,301	2,764,412	0.579565	0.566967	0.432862	0.000171
ABST	2023-06-23	760,995	1,985,126	0.576586	0.647198	0.35246	0.000342
ABST	2023-06-30	1,820,291	2,621,637	0.772005	0.461052	0.538861	0.000087
ABST	2023-07-07	356,320	482,380	0.738342	0.162362	0.837638	0
ABST	2023-07-14	221,211	394,832	0.651077	0.344265	0.653922	0.001812
ABST	2023-07-21	242,887	343,448	0.725457	0.20452	0.79548	0
ABST	2023-07-28	271,683	410,501	0.625126	0.343647	0.656353	0
ABT	2011-01-07	9,820,070	23,674,827	0.470171	0.119389	0.745189	0.135422
ABT	2011-01-14	8,619,724	21,488,975	0.459665	0.15483	0.70926	0.13591
ABT	2011-01-21	8,889,777	22,067,453	0.481737	0.112524	0.754514	0.132962
ABT	2011-01-28	16,136,885	37,024,801	0.479456	0.142271	0.735485	0.122245
ABT	2011-02-04	11,834,603	32,860,421	0.456698	0.134829	0.764305	0.100866
ABT	2011-02-11	8,367,702	21,624,288	0.434792	0.124731	0.788256	0.087013
ABT	2011-02-18	11,222,672	25,067,274	0.496355	0.109822	0.753985	0.136193
ABT	2011-02-25	13,199,377	24,002,532	0.605816	0.102262	0.833739	0.063999
ABT	2011-03-04	15,162,512	28,751,854	0.558624	0.115718	0.745246	0.139035
ABT	2011-03-11	11,149,046	19,309,635	0.617264	0.12508	0.812208	0.062712
ABT	2011-03-18	13,841,426	24,756,330	0.626702	0.100965	0.827909	0.071126
ABT	2011-03-25	9,519,167	17,376,143	0.609794	0.111533	0.82582	0.062647
ABT	2011-04-01	8,487,595	19,268,995	0.514395	0.138794	0.795774	0.065432
ABT	2011-04-08	9,703,192	18,084,550	0.585063	0.147499	0.791239	0.061262
ABT	2011-04-15	12,832,094	22,266,403	0.609602	0.149601	0.790263	0.060136
ABT	2011-04-22	14,282,986	24,791,627	0.59599	0.146463	0.800956	0.052581
ABT	2011-04-29	9,105,929	16,593,186	0.588212	0.152102	0.773652	0.074246
ABT	2011-05-06	9,282,628	16,545,066	0.609224	0.138254	0.779767	0.081979
ABT	2011-05-13	8,030,997	15,663,441	0.565978	0.144115	0.71487	0.141015
ABT	2011-05-20	8,737,292	17,449,241	0.568524	0.151006	0.768958	0.080035
ABT	2011-05-27	9,970,196	20,623,973	0.530695	0.140608	0.795449	0.063942
ABT	2011-06-03	8,194,119	18,520,763	0.515615	0.122962	0.804467	0.072571
ABT	2011-06-10	7,323,477	16,996,204	0.490994	0.169854	0.762456	0.06769
ABT	2011-06-17	8,517,462	21,027,608	0.464858	0.165837	0.774974	0.059189
ABT	2011-06-24	6,786,532	14,255,014	0.516676	0.149809	0.76351	0.086681
ABT	2011-07-01	6,261,263	13,504,637	0.531365	0.146963	0.75675	0.096288
ABT	2011-07-08	4,733,135	9,435,440	0.565987	0.138912	0.775846	0.085242
ABT	2011-07-15	8,672,527	16,906,604	0.589468	0.125414	0.813744	0.060841
ABT	2011-07-22	9,694,379	18,260,112	0.598125	0.135669	0.695487	0.168844
ABT	2011-07-29	9,275,474	18,419,155	0.589299	0.165839	0.706807	0.127354
ABT	2011-08-05	20,258,108	33,349,921	0.624518	0.14277	0.781429	0.075802
ABT	2011-08-12	24,253,488	42,662,115	0.624384	0.187991	0.762058	0.049951
ABT	2011-08-19	14,338,985	23,404,497	0.666324	0.181592	0.771573	0.046834
ABT	2011-08-26	13,159,789	22,734,258	0.61401	0.151445	0.80608	0.042475
ABT	2011-09-02	13,372,433	21,578,865	0.658699	0.150284	0.797503	0.052212
ABT	2011-09-09	12,805,042	21,819,684	0.634318	0.131143	0.681496	0.187361
ABT	2011-09-16	13,693,252	22,780,029	0.660947	0.138552	0.796591	0.064858
ABT	2011-09-23	19,444,357	30,383,235	0.672713	0.133235	0.69185	0.174915
ABT	2011-09-30	13,830,472	24,530,273	0.614384	0.175587	0.750977	0.073437
ABT	2011-10-07	14,721,299	25,930,738	0.615333	0.191236	0.735571	0.073193
ABT	2011-10-14	9,387,015	16,663,971	0.611496	0.157376	0.724048	0.118576
ABT	2011-10-21	17,553,088	36,807,968	0.542166	0.162621	0.789144	0.048235
ABT	2011-10-28	10,773,133	25,606,941	0.471511	0.143528	0.749795	0.106677
ABT	2011-11-04	9,345,998	20,447,380	0.503271	0.164579	0.778747	0.056674
ABT	2011-11-11	7,989,035	17,033,937	0.505117	0.149853	0.788175	0.061972
ABT	2011-11-18	9,478,144	17,001,440	0.589387	0.150274	0.797456	0.052271
ABT	2011-11-25	6,022,604	10,963,201	0.593555	0.152638	0.778819	0.068542
ABT	2011-12-02	9,680,237	20,551,240	0.525919	0.155541	0.773039	0.07142
ABT	2011-12-09	9,927,503	19,044,881	0.578446	0.154388	0.739578	0.106033
ABT	2011-12-16	11,350,393	20,990,454	0.596096	0.164767	0.771225	0.064008
ABT	2011-12-23	10,079,794	21,856,385	0.570094	0.140394	0.782153	0.077453
ABT	2011-12-30	3,686,392	8,234,007	0.514154	0.161371	0.770449	0.06818
ABT	2012-01-06	6,649,420	13,291,508	0.533508	0.158133	0.805494	0.036373
ABT	2012-01-13	7,169,857	15,883,557	0.513285	0.208603	0.749496	0.041901
ABT	2012-01-20	5,767,218	15,044,083	0.485188	0.178288	0.772012	0.0497
ABT	2012-01-27	9,367,276	19,246,728	0.539086	0.180637	0.789026	0.030337
ABT	2012-02-03	8,627,608	22,857,672	0.447251	0.210592	0.734043	0.055364
ABT	2012-02-10	7,193,730	15,075,426	0.556702	0.169704	0.715411	0.114885
ABT	2012-02-17	7,076,606	14,102,173	0.591019	0.190516	0.741676	0.067809
ABT	2012-02-24	7,116,613	11,773,221	0.66252	0.155323	0.785489	0.059187
ABT	2012-03-02	9,129,537	15,756,420	0.650077	0.174534	0.778602	0.046864
ABT	2012-03-09	9,851,307	17,786,491	0.591383	0.18535	0.757038	0.057611
ABT	2012-03-16	11,198,402	21,612,691	0.642583	0.138316	0.80343	0.058254
ABT	2012-03-23	9,688,618	16,922,566	0.638192	0.146629	0.794247	0.059125
ABT	2012-03-30	8,738,757	16,544,312	0.607804	0.131489	0.797803	0.070708
ABT	2012-04-06	8,108,285	16,753,229	0.525392	0.131348	0.802342	0.06631
ABT	2012-04-13	8,897,600	15,683,379	0.618284	0.152729	0.786913	0.060358
ABT	2012-04-20	9,715,102	19,404,988	0.547166	0.153062	0.802861	0.044077
ABT	2012-04-27	11,372,666	17,592,631	0.688111	0.167617	0.763742	0.06864
ABT	2012-05-04	11,830,779	19,426,538	0.659196	0.204033	0.678155	0.117812
ABT	2012-05-11	10,486,727	20,289,921	0.58896	0.157812	0.794682	0.047506
ABT	2012-05-18	10,513,180	18,535,630	0.590554	0.134937	0.747707	0.117356

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