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
AAON	2011-06-17	73,753	112,654	0.633558	0.103679	0.871586	0.024735
AAON	2011-06-24	55,831	119,973	0.484396	0.145614	0.812015	0.04237
AAON	2011-07-01	32,599	79,205	0.460746	0.125158	0.789634	0.085208
AAON	2011-07-08	26,519	44,523	0.537573	0.26218	0.70471	0.03311
AAON	2011-07-15	49,676	89,863	0.635131	0.234616	0.712997	0.052387
AAON	2011-07-22	44,984	69,431	0.600778	0.175367	0.609922	0.21471
AAON	2011-07-29	49,005	79,514	0.622019	0.344552	0.511044	0.144404
AAON	2011-08-05	114,210	193,860	0.618265	0.302469	0.655275	0.042256
AAON	2011-08-12	156,761	225,083	0.693623	0.288108	0.660825	0.051068
AAON	2011-08-19	131,628	210,908	0.705577	0.378939	0.553358	0.067703
AAON	2011-08-26	89,888	174,486	0.592494	0.256207	0.674825	0.068968
AAON	2011-09-02	72,427	104,749	0.661385	0.228	0.7061	0.0659
AAON	2011-09-09	78,871	115,764	0.70092	0.225152	0.488183	0.286665
AAON	2011-09-16	60,487	126,506	0.550746	0.285322	0.615654	0.099024
AAON	2011-09-23	97,774	161,047	0.603482	0.283476	0.493257	0.223267
AAON	2011-09-30	53,535	83,027	0.673709	0.208742	0.727776	0.063482
AAON	2011-10-07	109,194	153,454	0.713801	0.196113	0.75478	0.049108
AAON	2011-10-14	73,078	112,631	0.641441	0.190348	0.674917	0.134736
AAON	2011-10-21	60,748	89,659	0.637283	0.279015	0.653486	0.067499
AAON	2011-10-28	99,226	173,741	0.58063	0.30388	0.597535	0.098585
AAON	2011-11-04	75,696	140,714	0.534061	0.354719	0.590819	0.054462
AAON	2011-11-11	86,407	115,128	0.697935	0.283172	0.682066	0.034762
AAON	2011-11-18	40,607	75,732	0.538927	0.380364	0.581971	0.037665
AAON	2011-11-25	50,040	87,545	0.505037	0.279711	0.671105	0.049184
AAON	2011-12-02	47,956	80,089	0.535749	0.302239	0.632978	0.064783
AAON	2011-12-09	48,774	98,709	0.544828	0.29265	0.537613	0.169738
AAON	2011-12-16	65,449	135,465	0.546369	0.259488	0.686059	0.054453
AAON	2011-12-23	68,894	117,658	0.596812	0.286818	0.678506	0.034675
AAON	2011-12-30	70,320	160,406	0.458652	0.281857	0.681526	0.036617
AAON	2012-01-06	49,393	101,239	0.485102	0.278795	0.675053	0.046152
AAON	2012-01-13	47,051	116,500	0.43655	0.388579	0.540119	0.071303
AAON	2012-01-20	21,215	53,421	0.363556	0.293685	0.640578	0.065738
AAON	2012-01-27	21,891	60,041	0.435104	0.436098	0.467474	0.096429
AAON	2012-02-03	31,576	84,944	0.441446	0.336755	0.630013	0.033231
AAON	2012-02-10	36,906	105,274	0.402024	0.230967	0.627761	0.141272
AAON	2012-02-17	26,786	99,112	0.288352	0.406081	0.504512	0.089407
AAON	2012-02-24	26,821	58,586	0.530509	0.341403	0.58552	0.073077
AAON	2012-03-02	35,657	59,371	0.627036	0.34149	0.614491	0.044019
AAON	2012-03-09	33,851	57,956	0.639938	0.338989	0.608705	0.052306
AAON	2012-03-16	51,774	87,575	0.590773	0.391513	0.577084	0.031403
AAON	2012-03-23	43,633	68,050	0.663893	0.411172	0.553501	0.035327
AAON	2012-03-30	36,726	69,781	0.547753	0.392859	0.567347	0.039795
AAON	2012-04-06	20,265	44,721	0.452548	0.524611	0.46106	0.014329
AAON	2012-04-13	59,771	101,193	0.623572	0.357142	0.583791	0.059067
AAON	2012-04-20	34,836	51,947	0.646098	0.440495	0.521239	0.038265
AAON	2012-04-27	25,025	50,055	0.614531	0.496871	0.473993	0.029136
AAON	2012-05-04	84,921	150,622	0.563727	0.334393	0.558327	0.10728
AAON	2012-05-11	49,425	89,292	0.550137	0.312712	0.656195	0.031092
AAON	2012-05-18	41,331	84,118	0.555179	0.369914	0.48946	0.140627
AAON	2012-05-25	50,438	95,534	0.554718	0.388247	0.578674	0.033079
AAON	2012-06-01	33,800	77,410	0.517146	0.280023	0.643224	0.076752
AAON	2012-06-08	30,104	59,481	0.444361	0.185756	0.76184	0.052404
AAON	2012-06-15	30,767	59,189	0.60194	0.316672	0.636083	0.047245
AAON	2012-06-22	28,706	47,306	0.523279	0.270004	0.70451	0.025485
AAON	2012-06-29	36,019	103,970	0.504344	0.251893	0.621454	0.126653
AAON	2012-07-06	37,300	87,421	0.421263	0.321751	0.615938	0.062311
AAON	2012-07-13	32,234	49,232	0.708507	0.228868	0.627435	0.143697
AAON	2012-07-20	20,819	34,725	0.589893	0.217162	0.722288	0.06055
AAON	2012-07-27	21,498	51,330	0.465955	0.399226	0.57884	0.021934
AAON	2012-08-03	20,287	55,127	0.433359	0.293017	0.619774	0.087209
AAON	2012-08-10	29,120	89,464	0.5175	0.328524	0.596921	0.074555
AAON	2012-08-17	13,559	50,760	0.372188	0.389076	0.489786	0.121138
AAON	2012-08-24	32,607	77,301	0.486576	0.460259	0.469674	0.070067
AAON	2012-08-31	15,723	34,715	0.400709	0.431984	0.523209	0.044807
AAON	2012-09-07	24,164	49,721	0.395559	0.457425	0.476151	0.066425
AAON	2012-09-14	41,961	94,488	0.514345	0.297626	0.516957	0.185417
AAON	2012-09-21	32,543	65,150	0.436043	0.276253	0.681165	0.042581
AAON	2012-09-28	49,158	85,972	0.569601	0.287094	0.617898	0.095009
AAON	2012-10-05	26,257	45,388	0.53714	0.379989	0.598293	0.021718
AAON	2012-10-12	14,998	43,700	0.397404	0.406837	0.403801	0.189362
AAON	2012-10-19	63,090	113,968	0.523615	0.366324	0.573969	0.059707
AAON	2012-10-26	26,095	45,766	0.494514	0.316619	0.659119	0.024262
AAON	2012-11-02	20,192	35,141	0.525561	0.21911	0.645023	0.135867
AAON	2012-11-09	39,257	103,794	0.402489	0.277347	0.501538	0.221115
AAON	2012-11-16	33,249	75,078	0.483475	0.400188	0.501737	0.098075
AAON	2012-11-23	40,167	58,208	0.598582	0.132915	0.851039	0.016046
AAON	2012-11-30	56,033	141,020	0.42508	0.28445	0.680046	0.035504
AAON	2012-12-07	37,733	105,652	0.412384	0.446987	0.524738	0.028276
AAON	2012-12-14	23,150	68,007	0.307646	0.307582	0.663416	0.029001
AAON	2012-12-21	85,963	242,154	0.386099	0.277411	0.605196	0.117393
AAON	2012-12-28	44,348	114,980	0.477822	0.254529	0.673776	0.071695
AAON	2013-01-04	38,300	140,856	0.332505	0.261169	0.623768	0.115063
AAON	2013-01-11	23,832	71,958	0.285192	0.224968	0.677757	0.097275
AAON	2013-01-18	34,170	90,159	0.362505	0.332896	0.644221	0.022883
AAON	2013-01-25	16,389	75,613	0.350476	0.288963	0.674926	0.036111
AAON	2013-02-01	18,976	91,104	0.211258	0.293644	0.679246	0.02711
AAON	2013-02-08	26,215	73,076	0.320368	0.248113	0.666959	0.084928
AAON	2013-02-15	24,271	61,671	0.481963	0.400356	0.516034	0.08361
AAON	2013-02-22	23,205	57,009	0.462514	0.342822	0.590625	0.066553
AAON	2013-03-01	48,712	98,936	0.489853	0.427968	0.514318	0.057714
AAON	2013-03-08	33,305	83,460	0.446633	0.507631	0.446664	0.045705
AAON	2013-03-15	54,433	142,443	0.320926	0.408096	0.548235	0.043669
AAON	2013-03-22	47,829	142,336	0.484423	0.37191	0.547513	0.080577
AAON	2013-03-29	32,992	78,293	0.499359	0.317197	0.611111	0.071692
AAON	2013-04-05	50,369	106,821	0.485313	0.348996	0.609286	0.041719
AAON	2013-04-12	36,229	75,832	0.423392	0.572666	0.328994	0.098339
AAON	2013-04-19	75,065	108,516	0.637649	0.456873	0.367761	0.175367
AAON	2013-04-26	57,086	113,004	0.407728	0.326915	0.50769	0.165395
AAON	2013-05-03	61,567	146,811	0.462942	0.641619	0.313797	0.044584
AAON	2013-05-10	65,974	205,918	0.337038	0.681494	0.266194	0.052312

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