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
ABEO	2015-07-31	646,074	1,082,046	0.709011	0.820976	0.17253	0.006493
ABEO	2015-08-07	830,088	1,680,562	0.563958	0.881928	0.112732	0.00534
ABEO	2015-08-14	266,236	808,339	0.410568	0.808266	0.186771	0.004963
ABEO	2015-08-21	365,205	898,763	0.429053	0.651541	0.256034	0.092426
ABEO	2015-08-28	177,254	684,027	0.35106	0.666173	0.264634	0.069193
ABEO	2015-09-04	85,447	399,410	0.269085	0.598201	0.302224	0.099574
ABEO	2015-09-11	126,839	380,213	0.389937	0.700107	0.279041	0.020852
ABEO	2015-09-18	254,485	504,920	0.489602	0.690445	0.299263	0.010292
ABEO	2015-09-25	217,787	525,763	0.460058	0.729017	0.264599	0.006385
ABEO	2015-10-02	246,319	570,282	0.497019	0.631473	0.354335	0.014192
ABEO	2015-10-09	179,615	571,524	0.440124	0.577886	0.409213	0.0129
ABEO	2015-10-16	135,496	393,227	0.47024	0.64927	0.340536	0.010194
ABEO	2015-10-23	266,108	478,389	0.629448	0.77568	0.216808	0.007512
ABEO	2015-10-30	168,861	273,247	0.666335	0.715245	0.268332	0.016424
ABEO	2015-11-06	209,218	472,908	0.507846	0.727657	0.209613	0.06273
ABEO	2015-11-13	141,254	333,980	0.481861	0.647628	0.262618	0.089754
ABEO	2015-11-20	134,979	369,383	0.410668	0.677749	0.308263	0.013988
ABEO	2015-11-27	65,849	233,680	0.379637	0.726557	0.229427	0.044016
ABEO	2015-12-04	77,036	257,884	0.397888	0.661487	0.335228	0.003285
ABEO	2015-12-11	174,705	338,121	0.572317	0.889284	0.101926	0.00879
ABEO	2015-12-18	158,989	326,963	0.563206	0.758208	0.23182	0.009972
ABEO	2015-12-25	111,627	197,112	0.620311	0.738111	0.216638	0.045251
ABEO	2016-01-01	191,683	358,926	0.63257	0.759979	0.210952	0.029069
ABEO	2016-01-08	283,469	482,048	0.667346	0.689727	0.243477	0.066796
ABEO	2016-01-15	291,087	525,231	0.658802	0.603117	0.371049	0.025834
ABEO	2016-01-22	119,221	226,763	0.638862	0.555077	0.330452	0.114471
ABEO	2016-01-29	109,601	251,604	0.494295	0.736801	0.236493	0.026706
ABEO	2016-02-05	46,474	120,223	0.395737	0.669605	0.285767	0.044628
ABEO	2016-02-12	51,038	120,453	0.453991	0.792913	0.175134	0.031952
ABEO	2016-02-19	47,442	121,394	0.558792	0.800428	0.188856	0.010716
ABEO	2016-02-26	80,931	357,931	0.38052	0.837929	0.098807	0.063264
ABEO	2016-03-04	166,523	382,425	0.53141	0.802987	0.179009	0.018005
ABEO	2016-03-11	91,567	171,029	0.618161	0.773412	0.192387	0.034201
ABEO	2016-03-18	56,014	145,531	0.512416	0.793054	0.120123	0.086822
ABEO	2016-03-25	174,220	290,678	0.558094	0.643166	0.25124	0.105594
ABEO	2016-04-01	81,639	220,943	0.473764	0.724201	0.179381	0.096417
ABEO	2016-04-08	251,728	743,614	0.396741	0.805219	0.111632	0.083148
ABEO	2016-04-15	111,084	250,023	0.543961	0.781673	0.145728	0.072599
ABEO	2016-04-22	77,146	170,729	0.648825	0.870989	0.120406	0.008605
ABEO	2016-04-29	100,485	165,759	0.745221	0.80793	0.174353	0.017717
ABEO	2016-05-06	138,622	320,620	0.637104	0.819366	0.166588	0.014045
ABEO	2016-05-13	69,650	128,960	0.686094	0.801428	0.179177	0.019395
ABEO	2016-05-20	47,152	144,688	0.57602	0.751394	0.235064	0.013543
ABEO	2016-05-27	278,033	587,335	0.534587	0.850526	0.115436	0.034039
ABEO	2016-06-03	105,057	337,012	0.438057	0.82938	0.101519	0.069101
ABEO	2016-06-10	100,610	176,727	0.712332	0.773651	0.207765	0.018583
ABEO	2016-06-17	97,235	299,585	0.471399	0.696388	0.181127	0.122485
ABEO	2016-06-24	125,024	223,721	0.640364	0.68818	0.272425	0.039395
ABEO	2016-07-01	87,360	226,604	0.344081	0.818965	0.117525	0.063511
ABEO	2016-07-08	46,138	95,921	0.378493	0.891951	0.087775	0.020274
ABEO	2016-07-15	125,819	297,549	0.42847	0.771693	0.21227	0.016037
ABEO	2016-07-22	145,583	339,172	0.402308	0.872565	0.118789	0.008645
ABEO	2016-07-29	68,556	165,282	0.358288	0.786667	0.210828	0.002505
ABEO	2016-08-05	577,507	1,069,764	0.583552	0.842817	0.11217	0.045013
ABEO	2016-08-12	168,517	316,382	0.561114	0.829483	0.124459	0.046059
ABEO	2016-08-19	169,188	344,046	0.44227	0.826986	0.155669	0.017346
ABEO	2016-08-26	120,445	225,197	0.604424	0.846791	0.130822	0.022386
ABEO	2016-09-02	277,462	471,078	0.60724	0.791889	0.185784	0.022327
ABEO	2016-09-09	330,323	800,336	0.401911	0.897667	0.088824	0.013509
ABEO	2016-09-16	309,229	594,580	0.475462	0.862448	0.126528	0.011024
ABEO	2016-09-23	1,133,214	2,604,805	0.507571	0.853778	0.136774	0.009448
ABEO	2016-09-30	771,378	1,233,739	0.711293	0.812387	0.178651	0.008962
ABEO	2016-10-07	984,349	1,685,594	0.625271	0.869435	0.122552	0.008012
ABEO	2016-10-14	527,860	1,101,225	0.570493	0.783412	0.206383	0.010206
ABEO	2016-10-21	3,476,086	6,738,142	0.629686	0.781202	0.21209	0.006708
ABEO	2016-10-28	1,051,568	2,054,123	0.604881	0.656619	0.320938	0.022443
ABEO	2016-11-04	856,728	2,041,341	0.476239	0.718543	0.261838	0.019618
ABEO	2016-11-11	1,050,893	1,812,888	0.607739	0.71886	0.244478	0.036661
ABEO	2016-11-18	1,262,396	2,017,122	0.674382	0.709029	0.176847	0.114124
ABEO	2016-11-25	326,989	590,203	0.638044	0.753154	0.218883	0.027963
ABEO	2016-12-02	549,877	1,057,285	0.546838	0.641145	0.274983	0.083872
ABEO	2016-12-09	688,288	1,165,832	0.631134	0.741094	0.216434	0.042471
ABEO	2016-12-16	1,004,498	2,787,643	0.384822	0.69509	0.273013	0.031897
ABEO	2016-12-23	403,846	1,013,146	0.501311	0.76893	0.19725	0.03382
ABEO	2016-12-30	342,189	603,393	0.621965	0.776522	0.202551	0.020927
ABEO	2017-01-06	510,687	812,447	0.668803	0.83705	0.146076	0.016873
ABEO	2017-01-13	547,155	1,195,664	0.479986	0.774587	0.200417	0.024996
ABEO	2017-01-20	282,850	574,647	0.523636	0.710928	0.267111	0.021961
ABEO	2017-01-27	157,150	296,823	0.577225	0.763649	0.195226	0.041125
ABEO	2017-02-03	227,025	543,976	0.492157	0.826027	0.156766	0.017207
ABEO	2017-02-10	457,098	831,714	0.554329	0.700675	0.154557	0.144767
ABEO	2017-02-17	1,144,839	1,976,159	0.635586	0.761994	0.141537	0.096469
ABEO	2017-02-24	364,996	696,564	0.56614	0.809182	0.155041	0.035777
ABEO	2017-03-03	471,855	688,445	0.704066	0.778464	0.19801	0.023527
ABEO	2017-03-10	378,891	612,735	0.662714	0.814232	0.157738	0.028031
ABEO	2017-03-17	377,989	626,847	0.692931	0.841847	0.134578	0.023575
ABEO	2017-03-24	533,023	824,366	0.647638	0.830957	0.144389	0.024654
ABEO	2017-03-31	348,076	711,093	0.528187	0.846189	0.129388	0.024423
ABEO	2017-04-07	406,946	808,565	0.521272	0.814659	0.14256	0.042781
ABEO	2017-04-14	200,436	388,130	0.605601	0.778215	0.198174	0.02361
ABEO	2017-04-21	303,381	571,931	0.611399	0.783453	0.196015	0.020532
ABEO	2017-04-28	354,066	613,071	0.610941	0.822167	0.153167	0.024666
ABEO	2017-05-05	355,908	508,217	0.678589	0.889676	0.089722	0.020602
ABEO	2017-05-12	666,686	1,301,624	0.522109	0.857991	0.123356	0.018653
ABEO	2017-05-19	567,108	1,046,235	0.578257	0.849731	0.128547	0.021723
ABEO	2017-05-26	230,194	406,987	0.515749	0.685179	0.240601	0.07422
ABEO	2017-06-02	316,785	564,309	0.578616	0.836491	0.15117	0.012339
ABEO	2017-06-09	301,801	533,031	0.618554	0.856081	0.132612	0.011307
ABEO	2017-06-16	347,047	592,749	0.552319	0.869136	0.119246	0.011617
ABEO	2017-06-23	740,690	1,554,511	0.560051	0.844416	0.12707	0.028514

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